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Athreya DS, Saczynski JS, Gurwitz JH, Monahan KM, Bamgbade BA, Paul TJ, Sogade F, Lessard DM, McManus DD, Helm RH. Cognitive impairment and treatment strategy for atrial fibrillation in older adults: The SAGE-AF study. J Am Geriatr Soc 2024. [PMID: 38742376 DOI: 10.1111/jgs.18949] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Revised: 04/11/2024] [Accepted: 04/15/2024] [Indexed: 05/16/2024]
Abstract
BACKGROUND Cognitive impairment is strongly associated with atrial fibrillation (AF). Rate and rhythm control are the two treatment strategies for AF and the effect of treatment strategy on risk of cognitive decline and frailty is not well established. We sought to determine how treatment strategy affects geriatric-centered outcomes. METHODS The Systematic Assessment of Geriatric Elements-AF (SAGE-AF) was a prospective, observational, cohort study. Older adults with AF were prospectively enrolled between 2016 and 2018 and followed longitudinally for 2 years. In a non-randomized fashion, participants were grouped by rate or rhythm control treatment strategy based on clinical treatment at enrollment. Baseline characteristics were compared. Longitudinal binary mixed models were used to compare treatment strategy with respect to change in cognitive function and frailty status. Cognitive function and frailty status were assessed with the Montreal Cognitive Assessment Battery and Fried frailty phenotype tools. RESULTS 972 participants (mean age = 75, SD = 6.8; 49% female, 87% non-Hispanic white) completed baseline examination and 2-year follow-up. 408 (42%) were treated with rate control and 564 (58%) with rhythm control. The patient characteristics of the two groups were different at baseline. Participants in the rate control group were older, more likely to have persistent AF, prior stroke, be treated with warfarin and have baseline cognitive impairment. After adjusting for baseline differences, participants treated with rate control were 1.5 times more likely to be cognitively impaired over 2 years (adjusted OR: 1.47, 95% CI:1.12, 1.98) and had a greater decline in cognitive function (adjusted estimate: -0.59 (0.23), p < 0.01) in comparison to rhythm control. Frailty did not vary between the treatment strategies. CONCLUSIONS Among those who had 2-year follow-up in non-randomized observational cohort, the decision to rate control AF in older adults was associated with increased odds of decline in cognitive function but not frailty.
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Affiliation(s)
- Deepti S Athreya
- College of Science, Northeastern University, Boston, Massachusetts, USA
| | - Jane S Saczynski
- Department of Pharmacy and Health System Sciences, Bouvé College of Health Sciences, Northeastern University, Boston, Massachusetts, USA
| | - Jerry H Gurwitz
- Meyers Primary Care Institute and Division of Geriatric Medicine, University of Massachusetts Medical School, Worcester, Massachusetts, USA
| | - Kevin M Monahan
- Evans Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
| | - Benita A Bamgbade
- Department of Pharmacy and Health System Sciences, Bouvé College of Health Sciences, Northeastern University, Boston, Massachusetts, USA
| | - Tenes J Paul
- Division of Cardiology, Department of Medicine, University of Massachusetts Medical School, Worcester, Massachusetts, USA
| | - Felix Sogade
- Department of Medicine, Mercer University School of Medicine, Mercer, Georgia, USA
| | - Darleen M Lessard
- Division of Epidemiology of Chronic Diseases, Department of Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, Massachusetts, USA
| | - David D McManus
- Division of Cardiology, Department of Medicine, University of Massachusetts Medical School, Worcester, Massachusetts, USA
| | - Robert H Helm
- Evans Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
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Singh S, Cocoros NM, Li X, Mazor KM, Antonelli MT, Parlett L, Paullin M, Harkins TP, Zhou Y, Rochon PA, Platt R, Dashevsky I, Massino C, Saphirak C, Crawford SL, Gurwitz JH. Developing a PRogram to Educate and Sensitize Caregivers to Reduce the Inappropriate Prescription Burden in the Elderly with Alzheimer's Disease (D-PRESCRIBE-AD): Trial protocol and rationale of an open-label pragmatic, prospective randomized controlled trial. PLoS One 2024; 19:e0297562. [PMID: 38346025 PMCID: PMC10861034 DOI: 10.1371/journal.pone.0297562] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Accepted: 11/02/2023] [Indexed: 02/15/2024] Open
Abstract
CONTEXT Potentially inappropriate prescribing of medications in older adults, particular those with dementia, can lead to adverse drug events including falls and fractures, worsening cognitive impairment, emergency department visits, and hospitalizations. Educational mailings from health plans to patients and their providers to encourage deprescribing conversations may represent an effective, low-cost, "light touch", approach to reducing the burden of potentially inappropriate prescription use in older adults with dementia. OBJECTIVES The objective of the Developing a PRogram to Educate and Sensitize Caregivers to Reduce the Inappropriate Prescription Burden in Elderly with Alzheimer's Disease (D-PRESCRIBE-AD) trial is to evaluate the effect of a health plan based multi-faceted educational outreach intervention to community dwelling patients with dementia who are currently prescribed sedative/hypnotics, antipsychotics, or strong anticholinergics. METHODS The D-PRESCRIBE-AD is an open-label pragmatic, prospective randomized controlled trial (RCT) comparing three arms: 1) educational mailing to both the health plan patient and their prescribing physician (patient plus physician arm, n = 4814); 2) educational mailing to prescribing physician only (physician only arm, n = 4814); and 3) usual care (n = 4814) among patients with dementia enrolled in two large United States based health plans. The primary outcome is the absence of any dispensing of the targeted potentially inappropriate prescription during the 6-month study observation period after a 3-month black out period following the mailing. Secondary outcomes include dose-reduction, polypharmacy, healthcare utilization, mortality and therapeutic switching within targeted drug classes. CONCLUSION This large pragmatic RCT will contribute to the evidence base on promoting deprescribing of potentially inappropriate medications among older adults with dementia. If successful, such light touch, inexpensive and highly scalable interventions have the potential to reduce the burden of potentially inappropriate prescribing for patients with dementia. ClinicalTrials.gov Identifier: NCT05147428.
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Affiliation(s)
- Sonal Singh
- Department of Family Medicine and Community Health, Division of Health Systems Science, Umass Chan Medical School, Worcester, Massachusetts, United States of America
| | - Noelle M. Cocoros
- Department of Population Medicine, Harvard Medical School, Harvard Pilgrim Health Care Institute, Boston, Massachusetts, United States of America
| | - Xiaojuan Li
- Department of Population Medicine, Harvard Medical School, Harvard Pilgrim Health Care Institute, Boston, Massachusetts, United States of America
| | - Kathleen M. Mazor
- Division of Health Systems Science, UMass Chan Medical School, Worcester, Massachusetts, United States of America
| | - Mary T. Antonelli
- Tan Chingfen Graduate School of Nursing, UMass Chan Medical School, Worcester, Massachusetts, United States of America
| | - Lauren Parlett
- Carelon Research, Wilmington, Delaware, United States of America
| | - Mark Paullin
- Carelon Research, Wilmington, Delaware, United States of America
| | - Thomas P. Harkins
- Humana Healthcare Research, Inc., (Humana), Louisville, Kentucky, United States of America
| | - Yunping Zhou
- Humana Healthcare Research, Inc., (Humana), Louisville, Kentucky, United States of America
| | - Paula A. Rochon
- Women’s Age Lab and Women’s College Research Institute, Women’s College Hospital, Department of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Richard Platt
- Department of Population Medicine, Harvard Medical School, Harvard Pilgrim Health Care Institute, Boston, Massachusetts, United States of America
| | - Inna Dashevsky
- Department of Population Medicine, Harvard Medical School, Harvard Pilgrim Health Care Institute, Boston, Massachusetts, United States of America
| | - Carly Massino
- Division of Health Systems Science, UMass Chan Medical School, Worcester, Massachusetts, United States of America
| | - Cassandra Saphirak
- Division of Health Systems Science, UMass Chan Medical School, Worcester, Massachusetts, United States of America
| | - Sybil L. Crawford
- Division of Health System Science, UMass Chan Medical School, Tan Chingfen Graduate School of Nursing, Worcester, Massachusetts, United States of America
| | - Jerry H. Gurwitz
- Division of Geriatric Medicine and Division of Health Systems Science, UMass Chan Medical School, Worcester, Massachusetts, United States of America
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Rochon PA, Austin PC, Normand SL, Savage RD, Read SH, McCarthy LM, Giannakeas V, Wu W, Strauss R, Wang X, Chen S, Gurwitz JH. Association of a calcium channel blocker and diuretic prescribing cascade with adverse events: A population-based cohort study. J Am Geriatr Soc 2024; 72:467-478. [PMID: 38009803 DOI: 10.1111/jgs.18683] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Revised: 10/02/2023] [Accepted: 10/09/2023] [Indexed: 11/29/2023]
Abstract
BACKGROUND Prescribing cascades occur when a drug adverse event is misinterpreted as a new medical condition and a second, potentially unnecessary drug, is prescribed to treat the adverse event. The population-level consequences of prescribing cascades remain unknown. METHODS This population-based cohort study used linked health administrative databases in Ontario, Canada. The study included community-dwelling adults, 66 years of age or older with hypertension and no history of heart failure (HF) or diuretic use in the prior year, newly dispensed a calcium channel blocker (CCB). Individuals subsequently dispensed a diuretic within 90 days of incident CCB dispensing were classified as the prescribing cascade group, and compared to those not dispensed a diuretic, classified as the non-prescribing cascade group. Those with and without a prescribing cascade were matched one-to-one on the propensity score and sex. The primary outcome was a serious adverse event (SAE), which was the composite of emergency room visits and hospitalizations in the 90-day follow-up period. We estimated hazard ratios (HRs) with 95% confidence intervals (CI) for SAE using an Andersen-Gill recurrent events regression model. RESULTS Among 39,347 older adults with hypertension and no history of HF who were newly dispensed a CCB, 1881 (4.8%) had a new diuretic dispensed within 90 days after CCB initiation. Compared to the non-prescribing cascade group, those in the prescribing cascade group had higher rates of SAEs (HR: 1.21, 95% CI: 1.02-1.43). CONCLUSIONS The CCB-diuretic prescribing cascade was associated with an increased rate of SAEs, suggesting harm beyond prescribing a second drug therapy. Our study raises awareness of the downstream impact of the CCB-diuretic prescribing cascade at a population level and provides an opportunity for clinicians who identify this prescribing cascade to review their patients' medications to determine if they can be optimized.
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Affiliation(s)
- Paula A Rochon
- Women's Age Lab and Women's College Research Institute, Women's College Hospital, Toronto, Ontario, Canada
- ICES, Toronto, Ontario, Canada
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada
- Institute of Health Policy, Management & Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Peter C Austin
- ICES, Toronto, Ontario, Canada
- Institute of Health Policy, Management & Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Sharon-Lise Normand
- Department of Health Care Policy, Harvard Medical School, Boston, Massachusetts, USA
- Department of Biostatistics, Harvard School of Public Health, Boston, Massachusetts, USA
| | - Rachel D Savage
- Women's Age Lab and Women's College Research Institute, Women's College Hospital, Toronto, Ontario, Canada
- ICES, Toronto, Ontario, Canada
- Institute of Health Policy, Management & Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Stephanie H Read
- Women's Age Lab and Women's College Research Institute, Women's College Hospital, Toronto, Ontario, Canada
| | - Lisa M McCarthy
- Women's Age Lab and Women's College Research Institute, Women's College Hospital, Toronto, Ontario, Canada
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Ontario, Canada
- Institute for Better Health, Trillium Health Partners, Mississauga, Ontario, Canada
| | - Vasily Giannakeas
- Women's Age Lab and Women's College Research Institute, Women's College Hospital, Toronto, Ontario, Canada
- ICES, Toronto, Ontario, Canada
| | - Wei Wu
- Women's Age Lab and Women's College Research Institute, Women's College Hospital, Toronto, Ontario, Canada
| | | | | | | | - Jerry H Gurwitz
- Division of Geriatric Medicine, UMass Chan Medical School, Worcester, Massachusetts, USA
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Affiliation(s)
- Jerry H Gurwitz
- Division of Geriatric Medicine, UMass Chan Medical School, Worcester, Massachusetts
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5
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Abstract
In this Viewpoint, author Jerry Gurwitz discusses the attrition of geriatric medicine as a profession, attributing it in part to societal attitudes about aging and compounded by the negative effects of lower compensation and lack of career prestige.
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Affiliation(s)
- Jerry H Gurwitz
- Division of Geriatric Medicine, UMass Chan Medical School, Worcester, Massachusetts
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Rochon PA, Stall NM, Reppas-Rindlisbacher C, Gurwitz JH. STOPP/START version 3: even better with age. Eur Geriatr Med 2023; 14:635-637. [PMID: 37256474 PMCID: PMC10231291 DOI: 10.1007/s41999-023-00784-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Affiliation(s)
- Paula A Rochon
- Women's Age Lab and Women's College Research Institute, Women's College Hospital, Toronto, ON, Canada.
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada.
- Division of Geriatric Medicine, Department of Medicine, University of Toronto, Toronto, ON, Canada.
| | - Nathan M Stall
- Women's Age Lab and Women's College Research Institute, Women's College Hospital, Toronto, ON, Canada
- Division of Geriatric Medicine, Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - Christina Reppas-Rindlisbacher
- Women's Age Lab and Women's College Research Institute, Women's College Hospital, Toronto, ON, Canada
- Division of Geriatric Medicine, Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - Jerry H Gurwitz
- Division of Geriatric Medicine, UMass Chan Medical School, Worcester, MA, USA
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Cocoros NM, Gurwitz JH, Cziraky MJ, Granger CB, Harkins T, Haynes K, Li X, Parlett L, Seeger JD, Singh S, McMahill-Walraven CN, Platt R. Pragmatic guidance for embedding pragmatic clinical trials in health plans: Large simple trials aren't so simple. Clin Trials 2023:17407745231160459. [PMID: 37322894 PMCID: PMC10363182 DOI: 10.1177/17407745231160459] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
Abstract
BACKGROUND There are unique opportunities related to the design and conduct of pragmatic trials embedded in health insurance plans, which have longitudinal data on member/patient demographics, dates of coverage, and reimbursed medical care, including prescription drug dispensings, vaccine administrations, behavioral healthcare encounters, and some laboratory results. Such trials can be large and efficient, using these data to identify trial-eligible patients and to ascertain outcomes. METHODS We use our experience primarily with the National Institutes of Health Pragmatic Trials Collaboratory Distributed Research Network, which comprises health plans that participate in the US Food & Drug Administration's Sentinel System, to describe lessons learned from the conduct and planning of embedded pragmatic trials. RESULTS Information is available for research on more than 75 million people with commercial or Medicare Advantage health plans. We describe three studies that have used or plan to use the Network, as well as a single health plan study, from which we glean our lessons learned. CONCLUSIONS Studies that are conducted in health plans provide much-needed evidence to drive clinically meaningful changes in care. However, there are many unique aspects of these trials that must be considered in the planning, implementation, and analytic phases. The type of trial best suited for studies embedded in health plans will be those that require large sample sizes, simple interventions that could be disseminated through health plans, and where data available to the health plan can be leveraged. These trials hold potential for substantial long-term impact on our ability to generate evidence to improve care and population health.
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Affiliation(s)
- Noelle M Cocoros
- Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA, USA
| | - Jerry H Gurwitz
- Meyers Health Care Institute, A Joint Endeavor of UMass Chan Medical School, Reliant Medical Group and Fallon Health, Worcester, MA, USA
| | | | | | | | - Kevin Haynes
- Janssen Research & Development, Titusville, PA, USA
| | - Xiaojuan Li
- Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA, USA
| | | | | | - Sonal Singh
- Meyers Health Care Institute, A Joint Endeavor of UMass Chan Medical School, Reliant Medical Group and Fallon Health, Worcester, MA, USA
| | | | - Richard Platt
- Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA, USA
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Tisminetzky M, Gurwitz JH, Tabada G, Reynolds K, Smith DH, Sung SH, Goldberg R, Go AS. Approach to Multimorbidity Burden Classification and Outcomes in Older Adults With Heart Failure. Med Care 2023; 61:268-278. [PMID: 36920167 PMCID: PMC10079617 DOI: 10.1097/mlr.0000000000001828] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/16/2023]
Abstract
BACKGROUND The optimal approach to classifying multimorbidity burden in assessing treatment-associated outcomes using real-world data remains uncertain. We assessed whether 2 measurement approaches to characterize multimorbidity influenced observed associations of β-blocker use with outcomes in adults with heart failure (HF). METHODS We conducted a retrospective study on adults with HF from 4 integrated health care delivery systems. Multimorbidity burden was characterized by either (1) simple counts of chronic conditions or (2) a weighted multiple chronic conditions score using data from electronic health records. We assessed the impact of these 2 approaches to characterizing multimorbidity on associations between exposure to β-blockers and subsequent all-cause death, hospitalization for HF, and hospitalization for any cause. RESULTS The study population characterized by a count of chronic conditions included 9988 adults with HF who had a mean (SD) age of 76.4 (12.5) years, with 48.7% women and 24.7% racial/ethnic minorities. The cohort characterized by weighted multiple chronic conditions included 10,082 adults with HF who had a mean (SD) age of 76.4 (12.4) years, 48.9% women, and 25.5% racial/ethnic minorities. The multivariable associations of risks of death or hospitalizations for HF or for any cause associated with incident β-blocker use were similar regardless of how multimorbidity burden was characterized. CONCLUSIONS Simple counts of chronic conditions performed similarly to a weighted multimorbidity score in predicting outcomes using real-world data to examine clinical outcomes associated with β-blocker therapy in HF. Our findings challenge conventional wisdom that more complex measures of multimorbidity are always necessary to characterize patients in observational studies examining therapy-associated outcomes.
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Affiliation(s)
- Mayra Tisminetzky
- Meyers Health Care Institute, a joint endeavor of University of Massachusetts Chan Medical School, Reliant Medical Group, and Fallon Health, Worcester, Massachusetts
- Division of Geriatric Medicine, Department of Medicine, University of Massachusetts Chan Medical School
- Department of Population and Quantitative Health Sciences, University of Massachusetts Chan Medical School, Worcester, Massachusetts
| | - Jerry H. Gurwitz
- Meyers Health Care Institute, a joint endeavor of University of Massachusetts Chan Medical School, Reliant Medical Group, and Fallon Health, Worcester, Massachusetts
- Division of Geriatric Medicine, Department of Medicine, University of Massachusetts Chan Medical School
- Department of Population and Quantitative Health Sciences, University of Massachusetts Chan Medical School, Worcester, Massachusetts
| | - Grace Tabada
- Division of Research, Kaiser Permanente Northern California, Oakland, CA
| | - Kristi Reynolds
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA
| | - David H. Smith
- Center for Health Research, Kaiser Permanente Northwest, Portland Oregon
| | - Sue Hee Sung
- Division of Research, Kaiser Permanente Northern California, Oakland, CA
| | - Robert Goldberg
- Meyers Health Care Institute, a joint endeavor of University of Massachusetts Chan Medical School, Reliant Medical Group, and Fallon Health, Worcester, Massachusetts
- Department of Population and Quantitative Health Sciences, University of Massachusetts Chan Medical School, Worcester, Massachusetts
| | - Alan S. Go
- Division of Research, Kaiser Permanente Northern California, Oakland, CA
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA
- Departments of Epidemiology, Biostatistics and Medicine, University of California, San Francisco, CA
- Department of Medicine, Stanford University, Stanford, CA
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Pham T, Patel P, Mbusa D, Kapoor A, Crawford S, Sadiq H, Rampam S, Wagner J, Gurwitz JH, Mazor KM. Impact of a pharmacist intervention on DOAC knowledge and satisfaction in ambulatory patients. J Thromb Thrombolysis 2023; 55:346-354. [PMID: 36510110 DOI: 10.1007/s11239-022-02743-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/21/2022] [Indexed: 12/14/2022]
Abstract
Patient education of high-risk medications such as direct oral anticoagulants (DOACs) is limited in ambulatory care settings. Clinical pharmacists are uniquely equipped to educate patients about DOACS but seldom interact with patients in those settings where patient education and satisfaction are often overlooked. Recently, the Anticoagulation Forum endorsed a checklist (DOAC Checklist) to guide and educate patients initiating or resuming DOACs. We assessed the impact on knowledge and satisfaction of an intervention framed around the checklist. Randomized clinical trial. Ambulatory patients starting a DOAC or resuming one after setback (bleeding, stroke, or transient ischemic attack) in an ambulatory setting (office, emergency department, or short stay hospitalization). Three educational clinical pharmacist tele-visits, hotline access to the pharmacist, and coordination with continuity providers in 3 months. Patient knowledge scores from a 15-item DOAC-related questionnaire and satisfaction scores from an abbreviated version of the Duke Anticoagulation Satisfaction Survey (DASS). Of 561 randomized patients, 436 completed our follow-up surveys. Knowledge scores were similar for the 233 intervention patients vs. 203 control patients (63.7% vs 62.2% correct). Satisfaction scores on the 7-point Likert scale were virtually identical (6.24 and 6.22). Our pharmacist-led intervention framed around the DOAC checklist had little impact on knowledge and satisfaction. Delays between intervention end and completion of the follow-up questionnaires may have obscured benefits experienced earlier. More intensive education or strategies other than telephone-based consultation may be required to produce sustained knowledge.TRN: NCT04068727 retrospectively registered on August 22, 2019.
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Affiliation(s)
- Thu Pham
- Department of Medicine, University of Massachusetts Chan Medical School, 55 Lake Ave North - S6-750, Worcester, MA, 01605, USA
| | - Parth Patel
- Department of Medicine, University of Massachusetts Chan Medical School, 55 Lake Ave North - S6-750, Worcester, MA, 01605, USA
| | - Daniel Mbusa
- Department of Medicine, University of Massachusetts Chan Medical School, 55 Lake Ave North - S6-750, Worcester, MA, 01605, USA
| | - Alok Kapoor
- Department of Medicine, University of Massachusetts Chan Medical School, 55 Lake Ave North - S6-750, Worcester, MA, 01605, USA.
| | - Sybil Crawford
- Department of Medicine, University of Massachusetts Chan Medical School, 55 Lake Ave North - S6-750, Worcester, MA, 01605, USA
| | - Hammad Sadiq
- Department of Medicine, University of Massachusetts Chan Medical School, 55 Lake Ave North - S6-750, Worcester, MA, 01605, USA
| | - Sanjeev Rampam
- Department of Medicine, University of Massachusetts Chan Medical School, 55 Lake Ave North - S6-750, Worcester, MA, 01605, USA
| | - Joann Wagner
- Department of Medicine, University of Massachusetts Chan Medical School, 55 Lake Ave North - S6-750, Worcester, MA, 01605, USA
| | - Jerry H Gurwitz
- Department of Medicine, University of Massachusetts Chan Medical School, 55 Lake Ave North - S6-750, Worcester, MA, 01605, USA
- Reliant Medical Group, Worcester, MA, USA
| | - Kathleen M Mazor
- Department of Medicine, University of Massachusetts Chan Medical School, 55 Lake Ave North - S6-750, Worcester, MA, 01605, USA
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Wang W, Lessard D, Kiefe CI, Goldberg RJ, Parish D, Helm R, Trymbulak K, Mehawej J, Abu H, Bamgbade BA, Hayward R, Gore J, Gurwitz JH, McManus DD, Saczynski JS. Cover. J Am Geriatr Soc 2023. [DOI: 10.1111/jgs.17236] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/18/2023]
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Wang W, Lessard D, Kiefe CI, Goldberg RJ, Parish D, Helm R, Trymbulak K, Mehawej J, Abu H, Bamgbade BA, Hayward R, Gore J, Gurwitz JH, McManus DD, Saczynski JS. Differential effect of anticoagulation according to cognitive function and frailty in older patients with atrial fibrillation. J Am Geriatr Soc 2023; 71:394-403. [PMID: 36273408 PMCID: PMC10207283 DOI: 10.1111/jgs.18079] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Revised: 08/29/2022] [Accepted: 09/02/2022] [Indexed: 12/24/2022]
Abstract
BACKGROUND In older patients with atrial fibrillation (AF), cognitive impairment and frailty are prevalent. It is unknown whether the risk and benefit of anticoagulation differ by cognitive function and frailty. METHODS A total of 1244 individuals with AF with age ≥65 years and a CHADSVASC score ≥2 were recruited from clinics in Massachusetts and Georgia between 2016 and 18 and followed until 2020. At baseline, frailty status and cognitive function were assessed. Hazard ratios of anticoagulation on physician adjudicated outcomes were adjusted by the propensity for receiving anticoagulation and stratified by cognitive function and frailty status. RESULTS The average age was 75.5 (± 7.1) years, 49% were women, and 86% were prescribed oral anticoagulants. At baseline, 528 (42.4%) participants were cognitively impaired and 172 (13.8%) were frail. The adjusted hazard ratios of anticoagulation for the composite of major bleeding or death were 2.23 (95% confidence interval: 1.08-4.61) among cognitively impaired individuals and 0.94 (95% confidence interval: 0.49-1.79) among cognitively intact individuals (P for interaction = 0.08). Adjusted hazard ratios for anticoagulation were 1.84 (95% confidence interval: 0.66-5.13) among frail individuals and 1.39 (95% confidence interval: 0.84-2.40) among not frail individuals (P for interaction = 0.67). CONCLUSION Compared with no anticoagulation, anticoagulation is associated with more major bleeding episodes and death in older patients with AF who are cognitively impaired.
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Affiliation(s)
- Weijia Wang
- Department of Medicine, University of Massachusetts Medical School, Worcester, MA, USA
| | - Darleen Lessard
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA, USA
| | - Catarina I. Kiefe
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA, USA
| | - Robert J. Goldberg
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA, USA
| | - David Parish
- Department of Medicine, School of Medicine, Mercer University, Macon, GA
| | - Robert Helm
- Department of Medicine, School of Medicine, Boston University, Boston, MA
| | - Katherine Trymbulak
- Frank H. Netter M.D. School of Medicine at Quinnipiac University, North Haven, CT USA
| | - Jordy Mehawej
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA, USA
| | - Hawa Abu
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA, USA
| | - Benita A. Bamgbade
- Department of Pharmacy and Health System Sciences, Northeastern University, Boston, MA
| | - Robert Hayward
- Kaiser Permanente Santa Clara Medical Center, Santa Clara, CA
| | - Joel Gore
- Department of Medicine, University of Massachusetts Medical School, Worcester, MA, USA
| | - Jerry H. Gurwitz
- Department of Medicine, University of Massachusetts Medical School, Worcester, MA, USA
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA, USA
- Meyers Primary Care Institute, University of Massachusetts Medical School, Worcester, MA, USA
| | - David D. McManus
- Department of Medicine, University of Massachusetts Medical School, Worcester, MA, USA
| | - Jane S. Saczynski
- Department of Pharmacy and Health System Sciences, Northeastern University, Boston, MA
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Bamgbade BA, McManus DD, Briesacher BA, Lessard D, Mehawej J, Gurwitz JH, Tisminetzky M, Mujumdar S, Wang W, Malihot T, Abu HO, Waring M, Sogade F, Madden J, Pierre-Louis IC, Helm R, Goldberg R, Kramer AF, Saczynski JS. Medication cost-reducing behaviors in older adults with atrial fibrillation: The SAGE-AF study. J Am Pharm Assoc (2003) 2023; 63:125-134. [PMID: 36171156 PMCID: PMC10699884 DOI: 10.1016/j.japh.2022.08.030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Revised: 08/25/2022] [Accepted: 08/31/2022] [Indexed: 01/25/2023]
Abstract
BACKGROUND As patient prices for many medications have risen steeply in the United States, patients may engage in cost-reducing behaviors (CRBs) such as asking for generic medications or purchasing medication from the Internet. OBJECTIVE The objective of this study is to describe patterns of CRB, cost-related medication nonadherence, and spending less on basic needs to afford medications among older adults with atrial fibrillation (AF) and examine participant characteristics associated with CRB. METHODS Data were from a prospective cohort study of older adults at least 65 years with AF and a high stroke risk (CHA2DS2VASc ≥ 2). CRB, cost-related medication nonadherence, and spending less on basic needs to afford medications were evaluated using validated measures. Chi-square and t tests were used to evaluate differences in characteristics across CRB, and statistically significant characteristics (P < 0.05) were entered into a multivariable logistic regression to examine factors associated with CRB. RESULTS Among participants (N = 1224; mean age 76 years; 49% female), 69% reported engaging in CRB, 4% reported cost-related medication nonadherence, and 6% reported spending less on basic needs. Participants who were cognitively impaired (adjusted odds ratio 0.69 [95% CI 0.52-0.91]) and those who did not identify as non-Hispanic white (0.66 [0.46-0.95]) were less likely to engage in CRB. Participants who were married (1.88 [1.30-2.72]), had a household income of $20,000-$49,999 (1.52 [1.02-2.27]), had Medicare insurance (1.38 [1.04-1.83]), and had 4-6 comorbidities (1.43 [1.01-2.01]) had significantly higher odds of engaging in CRB. CONCLUSION Although CRBs were common among older adults with AF, few reported cost-related medication nonadherence and spending less on basic needs. Patients with cognitive impairment may benefit from pharmacist intervention to provide support in CRB and patient assistance programs.
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Affiliation(s)
- Benita A. Bamgbade
- Department of Pharmacy and Health System Sciences, Northeastern University, Boston, MA
| | - David D. McManus
- Division of Cardiovascular Medicine, Department of Medicine, University of Massachusetts Medical School, Worcester, MA; and Professor, Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA
| | - Becky A. Briesacher
- Department of Pharmacy and Health System Sciences, Northeastern University, Boston, MA
| | - Darleen Lessard
- Division of Cardiovascular Medicine, Department of Medicine, University of Massachusetts Medical School, Worcester, MA; and Biostatistician, Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA
| | - Jordy Mehawej
- Division of Cardiovascular Medicine, Department of Medicine, University of Massachusetts Medical School, Worcester, MA
| | - Jerry H. Gurwitz
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA; Executive Director, Meyers Health Care Institute, Worcester, MA; and Professor, Division of Geriatric Medicine, University of Massachusetts Medical School, Worcester, MA
| | - Mayra Tisminetzky
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA; and Associate Professor, Division of Geriatric Medicine, University of Massachusetts Medical School, Worcester, MA
| | | | - Weija Wang
- Department of Cardiology, Johns Hopkins Hospital, Baltimore, MD
| | - Tanya Malihot
- Faculty of Nursing, Universite de Montreal, Montreal, Quebec, Canada; and Member, Montreal Heart Institute Research Center, Montreal, Quebec, Canada
| | - Hawa O. Abu
- Division of Cardiovascular Medicine, Department of Medicine, University of Massachusetts Medical School, Worcester, MA
| | - Molly Waring
- Department of Allied Health Sciences, University of Connecticut, Storrs, CT
| | - Felix Sogade
- Department of Medicine, Mercer University School of Medicine, Mercer, GA
| | - Jeanne Madden
- Department of Pharmacy and Health System Sciences, Northeastern University, Boston, MA
| | | | - Robert Helm
- Cardiovascular Medicine, Department of Medicine, School of Medicine, Boston University, Boston, MA
| | - Robert Goldberg
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA
| | - Arthur F. Kramer
- Department of Psychology, Northeastern University, Boston, MA; and Professor, Beckman Institute, University of Illinois at Urbana-Champaign, Urbana, IL
| | - Jane S. Saczynski
- Department of Pharmacy and Health System Sciences, Northeastern University, Boston, MA
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13
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Ganz DA, Yuan AH, Greene EJ, Latham NK, Araujo K, Siu AL, Magaziner J, Gurwitz JH, Wu AW, Alexander NB, Wallace RB, Greenspan SL, Rich J, Volpi E, Waring SC, Dykes PC, Ko F, Resnick NM, McMahon SK, Basaria S, Wang R, Lu C, Esserman D, Dziura J, Miller ME, Travison TG, Peduzzi P, Bhasin S, Reuben DB, Gill TM. Effect of the STRIDE fall injury prevention intervention on falls, fall injuries, and health-related quality of life. J Am Geriatr Soc 2022; 70:3221-3229. [PMID: 35932279 PMCID: PMC9669115 DOI: 10.1111/jgs.17964] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2022] [Revised: 05/29/2022] [Accepted: 06/05/2022] [Indexed: 11/29/2022]
Abstract
BACKGROUND Falls are common in older adults and can lead to severe injuries. The Strategies to Reduce Injuries and Develop Confidence in Elders (STRIDE) trial cluster-randomized 86 primary care practices across 10 health systems to a multifactorial intervention to prevent fall injuries, delivered by registered nurses trained as falls care managers, or enhanced usual care. STRIDE enrolled 5451 community-dwelling older adults age ≥70 at increased fall injury risk. METHODS We assessed fall-related outcomes via telephone interviews of participants (or proxies) every 4 months. At baseline, 12 and 24 months, we assessed health-related quality of life (HRQOL) using the EQ-5D-5L and EQ-VAS. We used Poisson models to assess intervention effects on falls, fall-related fractures, fall injuries leading to hospital admission, and fall injuries leading to medical attention. We used hierarchical longitudinal linear models to assess HRQOL. RESULTS For recurrent event models, intervention versus control incidence rate ratios were 0.97 (95% confidence interval [CI], 0.93-1.00; p = 0.048) for falls, 0.93 (95% CI, 0.80-1.08; p = 0.337) for self-reported fractures, 0.89 (95% CI, 0.73-1.07; p = 0.205) for adjudicated fractures, 0.91 (95% CI, 0.77-1.07; p = 0.263) for falls leading to hospital admission, and 0.97 (95% CI, 0.89-1.06; p = 0.477) for falls leading to medical attention. Similar effect sizes (non-significant) were obtained for dichotomous outcomes (e.g., participants with ≥1 events). The difference in least square mean change over time in EQ-5D-5L (intervention minus control) was 0.009 (95% CI, -0.002 to 0.019; p = 0.106) at 12 months and 0.005 (95% CI, -0.006 to 0.015; p = 0.384) at 24 months. CONCLUSIONS Across a standard set of outcomes typically reported in fall prevention studies, we observed modest improvements, one of which was statistically significant. Future work should focus on patient-, practice-, and organization-level operational strategies to increase the real-world effectiveness of interventions, and improving the ability to detect small but potentially meaningful clinical effects. CLINICALTRIALS gov identifier: NCT02475850.
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Affiliation(s)
- David A. Ganz
- Department of Medicine, David Geffen School of Medicine at UCLA; Los Angeles, CA
- Geriatric Research, Education and Clinical Center; Veterans Affairs Greater Los Angeles Healthcare System, Los Angeles, CA
| | - Anita H. Yuan
- Department of Medicine, David Geffen School of Medicine at UCLA; Los Angeles, CA
| | - Erich J. Greene
- Yale Center for Analytical Sciences, Department of Biostatistics; Yale School of Public Health; New Haven, CT
| | - Nancy K. Latham
- Boston Claude D. Pepper Older Americans Independence Center; Research Program in Men’s Health: Aging and Metabolism; Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
| | - Katy Araujo
- Yale Claude D. Pepper Older Americans Independence Center; Yale University; New Haven, CT
| | - Albert L. Siu
- Icahn School of Medicine at Mount Sinai, New York, NY
- Geriatric Research, Education and Clinical Center, James J. Peters VA Healthcare System, Bronx, NY
| | - Jay Magaziner
- University of Maryland School of Medicine, Baltimore, MD
| | - Jerry H. Gurwitz
- Meyers Health Care Institute, a joint endeavor of Reliant Medical Group, Fallon Health, and UMass Chan Medical School, Worcester, MA
| | - Albert W. Wu
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Neil B. Alexander
- University of Michigan; Geriatric Research Education and Clinical Center, Veterans Affairs Ann Arbor Healthcare System, Ann Arbor, MI
| | | | - Susan L. Greenspan
- Pittsburgh Claude D. Pepper Older Americans Independence Center, Division of Geriatrics and Gerontology, University of Pittsburgh, Pittsburgh PA
| | - Jeremy Rich
- HealthCare Partners Institute for Applied Research and Education, El Segundo, CA
| | - Elena Volpi
- University of Texas Medical Branch Claude D. Pepper Older Americans Independence Center; Sealy Center on Aging, The University of Texas Medical Branch, Galveston, TX
| | | | | | - Fred Ko
- Icahn School of Medicine at Mount Sinai, New York, NY
- Geriatric Research, Education and Clinical Center, James J. Peters VA Healthcare System, Bronx, NY
| | - Neil M. Resnick
- Pittsburgh Claude D. Pepper Older Americans Independence Center, Division of Geriatrics and Gerontology, University of Pittsburgh, Pittsburgh PA
| | | | - Shehzad Basaria
- Boston Claude D. Pepper Older Americans Independence Center; Research Program in Men’s Health: Aging and Metabolism; Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
| | - Rixin Wang
- Yale Center for Medical Informatics, New Haven, CT
| | - Charles Lu
- Yale Center for Medical Informatics, New Haven, CT
| | - Denise Esserman
- Yale Center for Analytical Sciences, Department of Biostatistics; Yale School of Public Health; New Haven, CT
| | - James Dziura
- Yale Center for Analytical Sciences, Department of Biostatistics; Yale School of Public Health; New Haven, CT
| | | | - Thomas G. Travison
- Boston Claude D. Pepper Older Americans Independence Center; Research Program in Men’s Health: Aging and Metabolism; Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
- Marcus Institute for Aging Research, Hebrew SeniorLife, Harvard Medical School, Boston, MA
| | - Peter Peduzzi
- Yale Center for Analytical Sciences, Department of Biostatistics; Yale School of Public Health; New Haven, CT
| | - Shalender Bhasin
- Boston Claude D. Pepper Older Americans Independence Center; Research Program in Men’s Health: Aging and Metabolism; Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
| | - David B. Reuben
- Department of Medicine, David Geffen School of Medicine at UCLA; Los Angeles, CA
| | - Thomas M. Gill
- Yale Claude D. Pepper Older Americans Independence Center; Yale University; New Haven, CT
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Wang W, Saczynski JS, Lessard D, Goldberg RJ, Parish D, Helm R, Kiefe CI, Trymbulak K, Mehawej J, Abu H, Hayward R, Gore J, Gurwitz JH, McManus DD. Presence of Geriatric Conditions Is Prognostic of Major Bleeding in Older Patients with Atrial Fibrillation: a Cohort Study. J Gen Intern Med 2022; 37:3893-3899. [PMID: 35102482 PMCID: PMC9640487 DOI: 10.1007/s11606-022-07410-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Accepted: 01/07/2022] [Indexed: 11/29/2022]
Abstract
BACKGROUND In older patients with atrial fibrillation (AF), physical, cognitive, and psychosocial limitations are prevalent. The prognostic value of these conditions for major bleeding is unclear. OBJECTIVE To determine whether geriatric conditions are prospectively associated with major bleeding in older patients with AF on anticoagulation. DESIGN Multicenter cohort study with 2-year follow-up from 2016 to 2020 in Massachusetts and Georgia from cardiology, electrophysiology, and primary care clinics. PARTICIPANTS Diagnosed with AF, age 65 years or older, CHA2DS2-VASc score of 2 or higher, and taking oral anticoagulant (n=1,064). A total of 6507 individuals were screened. MAIN MEASURES A six-component geriatric assessment of frailty, cognitive function, social support, depressive symptoms, vision, and hearing. Main outcome was major bleeding adjudicated by a physician panel. KEY RESULTS At baseline, participants were, on average, 75.5 years old and 49% were women. Mean CHA2DS2-VASc score was 4.5 and the mean HAS-BLED score was 3.3. During 2.0 (± 0.4) years of follow-up, 95 (8.9%) participants developed an episode of major bleeding. After adjusting for key covariates and accounting for competing risk from death, cognitive impairment (hazard ratio [HR] 1.62, 95% confidence interval [CI]: 1.02-2.56) and frailty (HR 2.77, 95% CI 1.38-5.58) were significantly associated with the development of major bleeding. CONCLUSIONS In older patients with AF taking anticoagulants, cognitive impairment and frailty were independently associated with major bleeding.
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Affiliation(s)
- Weijia Wang
- Department of Medicine, University of Massachusetts Medical School, Worcester, MA, USA.
| | - Jane S Saczynski
- Department of Pharmacy and Health System Sciences, Northeastern University, Boston, MA, USA
| | - Darleen Lessard
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA, USA
| | - Robert J Goldberg
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA, USA
| | - David Parish
- Department of Medicine, School of Medicine, Mercer University, Macon, GA, USA
| | - Robert Helm
- Department of Medicine, School of Medicine, Boston University, Boston, MA, USA
| | - Catarina I Kiefe
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA, USA
| | - Katherine Trymbulak
- Frank H. Netter M.D. School of Medicine at Quinnipiac University, North Haven, CT, USA
| | - Jordy Mehawej
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA, USA
| | - Hawa Abu
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA, USA
| | - Robert Hayward
- Kaiser Permanente Santa Clara Medical Center, Santa Clara, CA, USA
| | - Joel Gore
- Department of Medicine, University of Massachusetts Medical School, Worcester, MA, USA
| | - Jerry H Gurwitz
- Department of Medicine, University of Massachusetts Medical School, Worcester, MA, USA
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA, USA
- Meyers Health Care Institute, University of Massachusetts Medical School, Worcester, MA, USA
| | - David D McManus
- Department of Medicine, University of Massachusetts Medical School, Worcester, MA, USA
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15
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Abu HO, Wang W, Otabil EM, Saczynski JS, Mehawej J, Mishra A, Tisminetzky M, Blanchard G, Gurwitz JH, Goldberg RJ, McManus DD. Perception of atrial fibrillation symptoms: Impact on quality of life and treatment in older adults. J Am Geriatr Soc 2022; 70:2805-2817. [PMID: 35791806 PMCID: PMC9588564 DOI: 10.1111/jgs.17954] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2022] [Revised: 05/09/2022] [Accepted: 06/08/2022] [Indexed: 01/19/2023]
Abstract
BACKGROUND In managing older adults with atrial fibrillation (AF), their symptomatology impacts their well-being and may inform treatment decision-making. We examined AF symptom perception, its impact on quality of life (QoL), and its relation to treatment strategies in older adults with AF. METHODS Data were obtained from older adults with AF enrolled in a multicenter study conducted at clinic sites in Massachusetts and Georgia between 2016 and 2018. Participants were stratified into three age groups: 65-74 (youngest-old), 75-84 (middle-old), and ≥85 (oldest). Perception of AF symptoms was assessed by participant self-report during their clinic visit and at study enrollment by the Atrial Fibrillation Effect on Quality-of-Life Questionnaire which assessed cardiac-specific and non-specific, non-cardiac AF symptoms and their impact on QoL. Treatment strategies (rate or rhythm control) utilized were ascertained from electronic medical records. RESULTS Among the 1184 participants (mean age 75 years, 48% women, 86% Non-Hispanic White), 51% were aged 65-74 years, 36% were 75-84 years, and 13% were ≥ 85 years. The most commonly reported AF symptoms were non-specific, non-cardiac symptoms (fatigue, dyspnea, lightheadedness) with similar prevalence and impact on QoL in all age groups. Cardiac-specific AF symptoms (palpitations, irregular heartbeat, pause in heart activity) were less prevalent, but most commonly reported by the youngest participants (65-74 years), who endorsed considerable impact of these symptoms on their QoL. Overall, those who reported experiencing any AF symptoms during their clinic visit were more likely to have received rhythm compared with rate control (OR: 1.56; 95% CI: 1.18-2.04) with similar findings for all age groups except those aged ≥85 years. CONCLUSIONS Our findings suggest a high prevalence of non-specific, non-cardiac symptoms among older adults with AF and that cardiac-specific AF symptoms may exert considerable impact on their QoL. The presence of any AF symptoms may drive more rhythm control in a majority of older adults.
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Affiliation(s)
- Hawa O. Abu
- Division of Cardiovascular Medicine, Department of Medicine, University of Massachusetts Medical School, Worcester MA
- Department of Internal Medicine, Saint Vincent Hospital, Worcester MA
| | - Weijia Wang
- Division of Cardiovascular Medicine, Department of Medicine, University of Massachusetts Medical School, Worcester MA
| | - Edith M. Otabil
- Division of Cardiovascular Medicine, Department of Medicine, University of Massachusetts Medical School, Worcester MA
| | - Jane S. Saczynski
- Department of Pharmacy and Health Systems Sciences, School of Pharmacy, Northeastern University, Boston MA
| | - Jordy Mehawej
- Division of Cardiovascular Medicine, Department of Medicine, University of Massachusetts Medical School, Worcester MA
| | - Ajay Mishra
- Department of Internal Medicine, Saint Vincent Hospital, Worcester MA
| | - Mayra Tisminetzky
- Division of Geriatric Medicine and Meyers Health Care Institute. Department of Medicine, University of Massachusetts Medical School, Worcester MA
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA
| | - Gary Blanchard
- Division of Geriatrics, Department of Internal Medicine, Saint Vincent Hospital, Worcester MA
| | - Jerry H. Gurwitz
- Division of Geriatric Medicine and Meyers Health Care Institute. Department of Medicine, University of Massachusetts Medical School, Worcester MA
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA
| | - Robert J. Goldberg
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA
| | - David D. McManus
- Division of Cardiovascular Medicine, Department of Medicine, University of Massachusetts Medical School, Worcester MA
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16
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Karnik AA, Saczynski JS, Chung JJ, Gurwitz JH, Bamgbade BA, Paul TJ, Lessard DM, McManus DD, Helm RH. Cognitive impairment, age, quality of life, and treatment strategy for atrial fibrillation in older adults: The SAGE-AF study. J Am Geriatr Soc 2022; 70:2818-2826. [PMID: 35735210 PMCID: PMC10719956 DOI: 10.1111/jgs.17886] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2022] [Revised: 04/18/2022] [Accepted: 04/23/2022] [Indexed: 11/29/2022]
Abstract
BACKGROUND Atrial fibrillation (AF) treatment includes anticoagulation for high stroke risk individuals and either rate or rhythm control strategies. We aimed to investigate the impact of age, geriatric factors, and medical comorbidities on choice of rhythm versus rate control strategy in older adults. METHODS Patients with AF aged ≥65 years with CHA2 DS2 VASc score ≥2 and eligible for anticoagulation were recruited for the Systematic Assessment of Geriatric Elements-AF (SAGE-AF) prospective cohort study. An interview that included measures of HRQoL, cognitive function, vision, hearing, and frailty was performed. The association between these elements and AF treatment strategy was examined by multivariable logistic regression models. RESULTS One thousand two hundred forty-four participants (mean age 76 years; 49% female; 85% non-Hispanic white) were enrolled. Rate and rhythm control were used in 534 and 710 participants, respectively. Compared to participants <75 years, those ≥75 were more likely to be treated with a rate control strategy (age 75-84 adjusted odds ratio [aOR] 1.37 [95% CI 0.99, 1.88]; age 85+ aOR = 2.05, 95% CI 1.30, 3.21). Those treated with a rate control strategy were more likely to have cognitive impairment (aOR = 1.50, 95% CI 1.13, 1.99), and peripheral vascular disease (PVD) (aOR = 1.82, 95% CI 1.22, 2.72) but less likely to have visual impairment (aOR 0.73 [0.55, 0.98]), congestive heart failure (CHF; aOR 0.68 [0.49, 0.94]) or receive anticoagulation (aOR 0.53, 95% CI 0.36, 0.78). CONCLUSION Older age, cognitive impairment, and PVD were associated with use of rate control strategy. Visual impairment, CHF, and anticoagulation use were associated with a rhythm control strategy. There was no difference in HRQoL between the rate and rhythm control groups. This study suggests that certain geriatric elements may be associated with AF treatment strategies. Further study is needed to evaluate how these decisions affect outcomes.
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Affiliation(s)
- Ankur A. Karnik
- Evans Department of Medicine, Cardiovascular Medicine Section, Arrhythmia Service, Boston University School of Medicine, Boston, MA
| | - Jane S. Saczynski
- Bouvé College of Health Sciences, Department of Pharmacy and Health System Sciences, Northeastern University, Boston, MA
| | - Joseph J. Chung
- Evans Department of Medicine, Boston University School of Medicine, Boston, MA
| | - Jerry H. Gurwitz
- Meyers Primary Care Institute and Division of Geriatric Medicine, University of Massachusetts Medical School, Worcester, MA
| | - Benita A. Bamgbade
- Bouvé College of Health Sciences, Department of Pharmacy and Health System Sciences, Northeastern University, Boston, MA
| | - Tenes J. Paul
- Meyers Primary Care Institute and Division of Geriatric Medicine, University of Massachusetts Medical School, Worcester, MA
| | - Darleen M. Lessard
- Division of Epidemiology of Chronic Diseases, Department of Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA
| | - David D. McManus
- Division of Cardiology, Department of Medicine, University of Massachusetts Medical School, Worcester, MA
| | - Robert H. Helm
- Evans Department of Medicine, Cardiovascular Medicine Section, Arrhythmia Service, Boston University School of Medicine, Boston, MA
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McCarthy LM, Savage R, Dalton K, Mason R, Li J, Lawson A, Wu W, Sternberg SA, Byrne S, Petrovic M, Onder G, Cherubini A, O'Mahony D, Gurwitz JH, Pegreffi F, Rochon PA. ThinkCascades: A Tool for Identifying Clinically Important Prescribing Cascades Affecting Older People. Drugs Aging 2022; 39:829-840. [PMID: 36107399 PMCID: PMC9477172 DOI: 10.1007/s40266-022-00964-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/22/2022] [Indexed: 11/03/2022]
Abstract
BACKGROUND AND OBJECTIVE Prescribing cascades occur when a drug is prescribed to manage side effects of another drug, typically when a side effect is misinterpreted as a new condition. A consensus list of clinically important prescribing cascades that adversely affect older persons' health (i.e., where risks of the prescribing cascade usually exceed benefits) was developed to help identify, prevent, and manage prescribing cascades. METHODS Three rounds of a modified Delphi process were conducted with a multidisciplinary panel of 38 clinicians from six countries with expertise in geriatric pharmacotherapy. The clinical importance of 139 prescribing cascades was assessed in Round 1. Cascades highly rated by ≥ 70% of panelists were included in subsequent rounds. Factors influencing ratings in Rounds 1 and 3 were categorized. After three Delphi rounds, highly rated prescribing cascades were reviewed by the study team to determine the final list of clinically important cascades consistent with potentially inappropriate prescribing. RESULTS After three rounds, 13 prescribing cascades were highly rated by panelists. Following a study team review, the final tool includes nine clinically important prescribing cascades consistent with potentially inappropriate prescribing. Panelists reported that their ratings were influenced by many factors (e.g., how commonly they encountered the medications involved and the cascade itself, the severity of side effects, availability of alternatives). The relative importance of these factors in determining clinical importance varied by panelist. CONCLUSIONS A nine-item consensus-based list of clinically important prescribing cascades, representing potentially inappropriate prescribing, was developed. Panelists' decisions about what constituted a clinically important prescribing cascade were multi-factorial. This tool not only raises awareness about these cascades but will also help clinicians recognize these and other important prescribing cascades. This list contributes to the prevention and management of polypharmacy and medication-related harm in older people.
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Affiliation(s)
- Lisa M McCarthy
- Institute for Better Health, Trillium Health Partners, Mississauga, ON, Canada.
- Leslie Dan Faculty of Pharmacy and Temerty Faculty of Medicine, University of Toronto, 100 Queensway West, Mississauga, Toronto, ON, L5B 1B8, Canada.
- Women's College Research Institute, Women's College Hospital, Toronto, ON, Canada.
| | - Rachel Savage
- Women's Age Lab and Women's College Research Institute, Women's College Hospital, Toronto, ON, Canada
- ICES, Toronto, ON, Canada
| | - Kieran Dalton
- Pharmaceutical Care Research Group, School of Pharmacy, University College Cork, Cork, Ireland
| | - Robin Mason
- Women's Age Lab and Women's College Research Institute, Women's College Hospital, Toronto, ON, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Joyce Li
- Women's Age Lab and Women's College Research Institute, Women's College Hospital, Toronto, ON, Canada
| | - Andrea Lawson
- Women's Age Lab and Women's College Research Institute, Women's College Hospital, Toronto, ON, Canada
| | - Wei Wu
- Women's Age Lab and Women's College Research Institute, Women's College Hospital, Toronto, ON, Canada
| | | | - Stephen Byrne
- Pharmaceutical Care Research Group, School of Pharmacy, University College Cork, Cork, Ireland
| | - Mirko Petrovic
- Section of Geriatrics, Department of Internal Medicine and Paediatrics, Ghent University, Ghent, Belgium
| | - Graziano Onder
- Department of Cardiovascular, Endocrine-Metabolic Diseases and Aging, Istituto Superiore di Sanità, Rome, Italy
| | - Antonio Cherubini
- Accettazione geriatrica e Centro di Ricerca per l'invecchiamento, IRCCS INRCA, Ancona, Italy
| | - Denis O'Mahony
- Department of Medicine (Geriatrics), University College Cork, Cork, Ireland
| | - Jerry H Gurwitz
- Division of Geriatric Medicine and Meyers Health Care Institute, U Mass Chan Medical School, Worcester, MA, USA
| | - Francesco Pegreffi
- Department for Life Quality Studies, University of Bologna, Bologna, Italy
| | - Paula A Rochon
- Women's Age Lab and Women's College Research Institute, Women's College Hospital, Toronto, ON, Canada
- ICES, Toronto, ON, Canada
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
- Department of Medicine, University of Toronto, Toronto, ON, Canada
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18
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Antonelli MT, Cox JS, Saphirak C, Gurwitz JH, Singh S, Mazor KM. Motivating deprescribing conversations for patients with Alzheimer's disease and related dementias: a descriptive study. Ther Adv Drug Saf 2022; 13:20420986221118143. [PMID: 36052398 PMCID: PMC9425903 DOI: 10.1177/20420986221118143] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2022] [Accepted: 07/12/2022] [Indexed: 11/30/2022] Open
Abstract
Introduction: Older adults with Alzheimer’s disease and related dementias (ADRD) are at increased risk of harm due to prescribing of potentially inappropriate medications. Encouraging patients and caregivers to talk with their providers about potentially inappropriate medications could stimulate deprescribing. Our objective was to explore whether mailing educational materials to patients with ADRD might activate patients or caregivers to initiate a conversation with their provider about potentially inappropriate medications. Methods: We conducted semi-structured interviews with patients with ADRD, caregivers of patients with ADRD, and healthcare providers. All participants were shown educational materials referencing potentially inappropriate medications and suggestions to promote deprescribing. Interviews explored reactions to the materials, the idea of patients and caregivers initiating a conversation about deprescribing, and the deprescribing process. Interview transcripts were analyzed using inductive thematic analysis. Results: We conducted a total of 27 interviews: 9 with caregivers only, 2 with patients only, 3 with patient–caregiver dyads, and 13 with providers. Patients and caregivers reported that if a medication might cause harm, it would motivate them to talk to their provider about the medication. Trust in the provider could facilitate or inhibit such conversations; conversations would be more likely if there were prior positive experiences asking questions of the provider. Providers were receptive to patients and caregivers initiating conversations about their medications, as they valued deprescribing as part of their clinical practice and welcome informed patients and caregivers as participants in decision-making about medication. Conclusion: Mailing educational materials about potentially inappropriate medications to community-dwelling patients with ADRD may promote deprescribing conversations. Ongoing pragmatic trials will determine whether such interventions stimulate deprescribing conversations and achieve reductions in prescribing of inappropriate medications. Plain Language Summary Encouraging patients with Alzheimer’s disease to talk with their providers about medications that may cause harm Introduction: Older adults with Alzheimer’s disease and related dementias (ADRD) are sometimes prescribed medications that may cause harm, especially when taken for extended periods of time. Patients and their caregivers may not know about the risks. Doctors know of the risks but may not address them due to competing priorities or other challenges in providing care to these patients with complex needs. Encouraging the patient or their caregiver to talk to their doctor about their medications might help to reduce the use of medications that are not beneficial. This study’s goal was to explore whether sending educational materials to patients with ADRD might encourage patients or caregivers to ask their doctor about their medications. Methods: We interviewed patients with ADRD, caregivers, and doctors. We showed them educational materials that suggested patients and their caregivers talk to their doctor about reducing or stopping medications that may be harmful. We asked for reactions to the materials and to the idea of talking to the doctor about stopping the medication. Results: We conducted 27 interviews: 9 with caregivers only, 2 with patients only, 3 with patient–caregiver dyads, and 12 with doctors. Patients and caregivers said learning that a medication might cause harm would motivate them to talk to their doctor about the medication. Trust in their doctor was important. Some patients and caregivers were comfortable asking questions about medications, while others were reluctant to challenge the doctor. Doctors were open to patients and caregivers asking about medications and felt it was important that patients not take medications that are not needed. Conclusion: Sending educational materials to patients with ADRD and caregivers may encourage them to talk with their doctors about stopping or reducing medications. Studies are needed to learn whether such materials lead to reductions in prescribing of potential harmful medications.
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Affiliation(s)
- Mary T Antonelli
- Tan Chingfen Graduate School of Nursing, University of Massachusetts Chan Medical School, 55 N. Lake Ave., Worcester, MA 01655-0112, USA
| | - John S Cox
- Meyers Health Care Institute, a joint endeavor of University of Massachusetts Chan Medical School, Reliant Medical Group, and Fallon Health, Worcester, MA, USA
| | - Cassandra Saphirak
- Meyers Health Care Institute, a joint endeavor of University of Massachusetts Chan Medical School, Reliant Medical Group, and Fallon Health, Worcester, MA, USA
| | - Jerry H Gurwitz
- Meyers Health Care Institute, a joint endeavor of University of Massachusetts Chan Medical School, Reliant Medical Group, and Fallon Health, Worcester, MA, USA
| | - Sonal Singh
- Meyers Health Care Institute, a joint endeavor of University of Massachusetts Chan Medical School, Reliant Medical Group, and Fallon Health, Worcester, MA, USA
| | - Kathleen M Mazor
- University of Massachusetts Chan Medical School and Meyers Health Care Institute, a joint endeavor of University of Massachusetts Chan Medical School, Reliant Medical Group, and Fallon Health, Worcester, MA, USA
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19
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Epstein MM, Sundaresan D, Fair M, Fouayzi H, Warner ET, Garber LD, Gurwitz JH, Field TS. Trends in breast and prostate cancer screening and diagnostic procedures during the COVID-19 pandemic in central Massachusetts. Cancer Causes Control 2022; 33:1313-1323. [PMID: 35933572 PMCID: PMC9361987 DOI: 10.1007/s10552-022-01616-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2021] [Accepted: 07/18/2022] [Indexed: 10/24/2022]
Abstract
PURPOSE We calculated rates of breast and prostate cancer screening and diagnostic procedures performed during the COVID-19 pandemic through December 2021 compared to the same months in 2019 in a large healthcare provider group in central Massachusetts. METHODS We included active patients of the provider group between January 2019 and December 2021 aged 30-85 years. Monthly rates of screening mammography and digital breast tomosynthesis, breast MRI, total prostate specific antigen (PSA), and breast or prostate biopsy per 1,000 people were compared by year overall, by age, and race/ethnicity. Completed procedures were identified by relevant codes in electronic health record data. RESULTS Rates of screening mammography, tomosynthesis, and PSA testing reached the lowest levels in April-May 2020. Breast cancer screening rates decreased 43% in March and 99% in April and May 2020, compared to 2019. Breast cancer screening rates increased gradually beginning in June 2020 through 2021, although more slowly in Black and Hispanic women and in women aged 75-85. PSA testing rates decreased 34% in March, 78% in April, and 53% in May 2020, but rebounded to pre-pandemic levels by June 2020; trends were similar across groups defined by age and race/ethnicity. CONCLUSION The observed decline in two common screening procedures during the COVID-19 pandemic reflects the impact of the pandemic on cancer early detection and signals potential downstream effects on the prognosis of delayed cancer diagnoses. The slower rate of return for breast cancer screening procedures in certain subgroups should be investigated to ensure all women return for routine screenings.
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Affiliation(s)
- Mara M Epstein
- The Meyers Health Care Institute, A Joint Endeavor of the University of Massachusetts Chan Medical School, Fallon Health, and Reliant Medical Group, 365 Plantation Street Biotech 1, Suite 100, Worcester, MA, 01605, USA. .,Division of Geriatric Medicine, Department of Medicine, University of Massachusetts Chan Medical School, Worcester, MA, USA.
| | | | | | - Hassan Fouayzi
- The Meyers Health Care Institute, A Joint Endeavor of the University of Massachusetts Chan Medical School, Fallon Health, and Reliant Medical Group, 365 Plantation Street Biotech 1, Suite 100, Worcester, MA, 01605, USA.,Department of Population and Quantitative Health Sciences, University of Massachusetts Chan Medical School, Worcester, USA
| | - Erica T Warner
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital, Mongan Institute, Boston, MA, USA.,Department of Medicine, Harvard Medical School, Boston, MA, USA
| | | | - Jerry H Gurwitz
- The Meyers Health Care Institute, A Joint Endeavor of the University of Massachusetts Chan Medical School, Fallon Health, and Reliant Medical Group, 365 Plantation Street Biotech 1, Suite 100, Worcester, MA, 01605, USA.,Division of Geriatric Medicine, Department of Medicine, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Terry S Field
- The Meyers Health Care Institute, A Joint Endeavor of the University of Massachusetts Chan Medical School, Fallon Health, and Reliant Medical Group, 365 Plantation Street Biotech 1, Suite 100, Worcester, MA, 01605, USA.,Division of Geriatric Medicine, Department of Medicine, University of Massachusetts Chan Medical School, Worcester, MA, USA
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20
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Zhang N, Field T, Mazor KM, Zhou Y, Gurwitz JH. Weight loss in newly admitted nursing home residents with obesity. J Gerontol A Biol Sci Med Sci 2022:6628703. [PMID: 35781564 DOI: 10.1093/gerona/glac134] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND The prevalence of obesity (body mass index (BMI ≥30)) among nursing home (NH) residents has been increasing, but there has been little research on weight change in this population. We examined resident characteristics associated with substantial weight loss among NH residents with obesity. METHODS Using data from the MDS 3.0, this retrospective study included long-stay NH residents with obesity newly admitted to a facility in 2014 who had annual assessments in 2015. Substantial weight loss was defined as a loss of ≥10% body weight within a year. Multivariate regression analyses were conducted to identify factors associated with weight loss, including demographic characteristics, medical conditions, and functional limitations in activities of daily living (ADL). RESULTS Among 59,782 newly admitted NH residents with obesity, 23% experienced substantial weight loss during their first year in the NH. Moderate ADL dependency (OR=1.42, 95% CI: 1.31-1.53), severe ADL dependency (OR=1.83; 95% CI: 1.67-1.99), severe mobility impairment (OR=1.15; 95% CI: 1.04-1.23), and severe cognitive impairment (OR=1.13; 95% CI: 1.07-1.19), as well as cancer (OR=1.10; 95% CI: 1.01-1.20), heart failure (OR=1.06; 95% CI: 1.01-1.11), end-stage renal disease (OR=1.17; 95% CI: 1.11-1.23), and bowel incontinence (OR=1.19; 95% CI: 1.14-1.25) were associated with weight loss. CONCLUSIONS Substantial weight loss is common among NH residents with obesity over a one-year period following admission, and these residents have a greater burden of functional and cognitive impairment and specific medical conditions. These findings suggest the need to further elucidate the clinical implications of weight loss among this population.
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Affiliation(s)
- Ning Zhang
- Department of Health Policy and Promotion, School of Public Health and Health Sciences, University of Massachusetts Amherst.,Meyers Health Care Institute, a joint endeavor of the University of Massachusetts Chan Medical School, Reliant Medical Group, and Fallon Health, Worcester, Massachusetts
| | - Terry Field
- Meyers Health Care Institute, a joint endeavor of the University of Massachusetts Chan Medical School, Reliant Medical Group, and Fallon Health, Worcester, Massachusetts
| | - Kathleen M Mazor
- Meyers Health Care Institute, a joint endeavor of the University of Massachusetts Chan Medical School, Reliant Medical Group, and Fallon Health, Worcester, Massachusetts
| | - Yanhua Zhou
- Meyers Health Care Institute, a joint endeavor of the University of Massachusetts Chan Medical School, Reliant Medical Group, and Fallon Health, Worcester, Massachusetts
| | - Jerry H Gurwitz
- Meyers Health Care Institute, a joint endeavor of the University of Massachusetts Chan Medical School, Reliant Medical Group, and Fallon Health, Worcester, Massachusetts
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21
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Gurwitz JH, Quinn CC, Abi-Elias IH, Adams AS, Bartel R, Bonner A, Boxer R, Delude C, Gifford D, Hanson B, Ito K, Jain P, Magaziner JS, Mazor KM, Mitchell SL, Mody L, Nace D, Ouslander J, Reifsnyder J, Resnick B, Zimmerman S. Advancing clinical trials in nursing homes: A proposed roadmap to success. Geriatr Nurs 2022; 45:230-234. [PMID: 35361514 PMCID: PMC8960155 DOI: 10.1016/j.gerinurse.2022.02.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
An effective clinical research effort in nursing homes to address prevention and treatment of COVID-19 faced overwhelming challenges. Under the Health Care Systems Research Network-Older Americans Independence Centers AGING Initiative, a multidisciplinary Stakeholder Advisory Panel was convened to develop recommendations to improve the capability of the clinical research enterprise in US nursing homes. The Panel considered the nursing home as a setting for clinical trials, reviewed the current state of clinical trials in nursing homes, and ultimately developed recommendations for the establishment of a nursing home clinical trials research network that would be centrally supported and administered. This report summarizes the Panel's recommendations, which were developed in alignment with the following core principles: build on available research infrastructure where appropriate; leverage existing productive partnerships of researchers with groups of nursing homes and nursing home corporations; encompass both efficacy and effectiveness clinical trials; be responsive to a broad range of stakeholders including nursing home residents and their care partners; be relevant to an expansive range of clinical and health care delivery research questions; be able to pivot as necessary to changing research priorities and circumstances; create a pathway for industry-sponsored research as appropriate; invest in strategies to increase diversity in study populations and the research workforce; and foster the development of the next generation of nursing home researchers.
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Affiliation(s)
- Jerry H Gurwitz
- Meyers Health Care Institute, Worcester, MA, USA; UMass Chan Medical School, Worcester, MA, USA.
| | | | | | - Alyce S Adams
- Stanford University School of Medicine, Stanford, CA, USA
| | - Rosie Bartel
- AGING Patient/Caregiver Advisory Council, Worcester, MA, USA
| | - Alice Bonner
- Institute for Healthcare Improvement, Boston, MA, USA; Johns Hopkins University School of Nursing, Baltimore, MD, USA
| | | | | | - David Gifford
- American Health Care Association, Washington, DC, USA
| | - Bruce Hanson
- AGING Patient/Caregiver Advisory Council, Worcester, MA, USA
| | - Kouta Ito
- Meyers Health Care Institute, Worcester, MA, USA; UMass Chan Medical School, Worcester, MA, USA
| | - Paavani Jain
- University of Maryland School of Medicine, Baltimore, MD, USA
| | - Jay S Magaziner
- University of Maryland School of Medicine, Baltimore, MD, USA
| | - Kathleen M Mazor
- Meyers Health Care Institute, Worcester, MA, USA; UMass Chan Medical School, Worcester, MA, USA
| | - Susan L Mitchell
- Hebrew SeniorLife Hinda and Arthur Marcus Institute for Aging Research, Boston, MA, USA
| | - Lona Mody
- University of Michigan, Ann Arbor, MI, USA
| | - David Nace
- University of Pittsburgh, Pittsburgh, PA, USA
| | | | | | - Barbara Resnick
- University of Maryland School of Nursing, Baltimore, MD, USA
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22
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Tisminetzky M, Delude C, Hebert T, Carr C, Goldberg RJ, Gurwitz JH. Age, Multiple Chronic Conditions, and COVID-19: A Literature Review. J Gerontol A Biol Sci Med Sci 2022; 77:872-878. [PMID: 33367606 PMCID: PMC7799222 DOI: 10.1093/gerona/glaa320] [Citation(s) in RCA: 46] [Impact Index Per Article: 23.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND Various patient demographic and clinical characteristics have been associated with poor outcomes for individuals with coronavirus disease 2019 (COVID-19). To describe the importance of age and chronic conditions in predicting COVID-19-related outcomes. METHODS Search strategies were conducted in PubMed/MEDLINE. Daily alerts were created. RESULTS A total of 28 studies met our inclusion criteria. Studies varied broadly in sample size (n = 21 to more than 17,000,000). Participants' mean age ranged from 48 years to 80 years, and the proportion of male participants ranged from 44% to 82%. The most prevalent underlying conditions in patients with COVID-19 were hypertension (range: 15%-69%), diabetes (8%-40%), cardiovascular disease (CVD) (4%-61%), chronic pulmonary disease (1%-33%), and chronic kidney disease (range 1%-48%). These conditions were each associated with an increased in-hospital case fatality rate (CFR) ranging from 1% to 56%. Overall, older adults have a substantially higher case fatality rate (CFR) as compared to younger individuals affected by COVID-19 (42% for those <65 vs 65% > 65 years). Only one study examined the association of chronic conditions and the risk of dying across different age groups; their findings suggested similar trends of increased risk in those < 65 years and those > 65 years as compared to those without these conditions. CONCLUSIONS There has been a traditional, single-condition approach to consideration of how chronic conditions and advancing age relate to COVID-19 outcomes. A more complete picture of the impact of burden of multimorbidity and advancing patient age is needed.
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Affiliation(s)
- Mayra Tisminetzky
- Meyers Primary Care Institute, Worcester, Massachusetts, USA
- Division of Geriatric Medicine, University of Massachusetts Medical School, Worcester, USA
| | | | - Tara Hebert
- Meyers Primary Care Institute, Worcester, Massachusetts, USA
| | - Catherine Carr
- Lamar Soutter Library, University of Massachusetts Medical School, Worcester, USA
| | - Robert J Goldberg
- Meyers Primary Care Institute, Worcester, Massachusetts, USA
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, USA
| | - Jerry H Gurwitz
- Meyers Primary Care Institute, Worcester, Massachusetts, USA
- Division of Geriatric Medicine, University of Massachusetts Medical School, Worcester, USA
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23
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Gurwitz JH, Quinn CC, Abi-Elias IH, Adams AS, Bartel R, Bonner A, Boxer R, Delude C, Gifford D, Hanson B, Ito K, Jain P, Magaziner JS, Mazor KM, Mitchell SL, Mody L, Nace D, Ouslander J, Reifsnyder J, Resnick B, Zimmerman S. Advancing Clinical Trials in Nursing Homes: A Proposed Roadmap to Success. J Am Geriatr Soc 2022; 70:701-708. [PMID: 35195276 PMCID: PMC8910690 DOI: 10.1111/jgs.17696] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Accepted: 02/01/2022] [Indexed: 02/02/2023]
Abstract
An effective clinical research effort in nursing homes to address prevention and treatment of COVID-19 faced overwhelming challenges. Under the Health Care Systems Research Network-Older Americans Independence Centers AGING Initiative, a multidisciplinary Stakeholder Advisory Panel was convened to develop recommendations to improve the capability of the clinical research enterprise in US nursing homes. The Panel considered the nursing home as a setting for clinical trials, reviewed the current state of clinical trials in nursing homes, and ultimately developed recommendations for the establishment of a nursing home clinical trials research network that would be centrally supported and administered. This report summarizes the Panel's recommendations, which were developed in alignment with the following core principles: build on available research infrastructure where appropriate; leverage existing productive partnerships of researchers with groups of nursing homes and nursing home corporations; encompass both efficacy and effectiveness clinical trials; be responsive to a broad range of stakeholders including nursing home residents and their care partners; be relevant to an expansive range of clinical and health care delivery research questions; be able to pivot as necessary to changing research priorities and circumstances; create a pathway for industry-sponsored research as appropriate; invest in strategies to increase diversity in study populations and the research workforce; and foster the development of the next generation of nursing home researchers.
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Affiliation(s)
- Jerry H. Gurwitz
- Meyers Health Care Institute, Worcester, MA, USA,UMass Chan Medical School, Worcester, MA, USA,Address correspondence to Jerry H. Gurwitz MD, Meyers Health Care Institute, 385 Grove Street, Worcester, MA 01605, USA. (J.H. Gurwitz)
| | | | | | - Alyce S. Adams
- Stanford University School of Medicine, Stanford, CA, USA
| | - Rosie Bartel
- AGING Patient/Caregiver Advisory Council, Worcester, MA, USA
| | - Alice Bonner
- Institute for Healthcare Improvement, Boston, MA, USA,Johns Hopkins University School of Nursing, Baltimore, MD, USA
| | | | | | - David Gifford
- American Health Care Association, Washington, DC, USA
| | - Bruce Hanson
- AGING Patient/Caregiver Advisory Council, Worcester, MA, USA
| | - Kouta Ito
- Meyers Health Care Institute, Worcester, MA, USA,UMass Chan Medical School, Worcester, MA, USA
| | - Paavani Jain
- University of Maryland School of Medicine, Baltimore, MD, USA
| | | | - Kathleen M. Mazor
- Meyers Health Care Institute, Worcester, MA, USA,UMass Chan Medical School, Worcester, MA, USA
| | - Susan L. Mitchell
- Hebrew SeniorLife Hinda and Arthur Marcus Institute for Aging Research, Boston, MA, USA
| | - Lona Mody
- University of Michigan, Ann Arbor, MI, USA
| | - David Nace
- University of Pittsburgh, Pittsburgh, PA, USA
| | | | | | - Barbara Resnick
- University of Maryland School of Nursing, Baltimore, MD, USA
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24
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Delude C, Abi‐Elias IH, Quinn CC, Adams AS, Magaziner JS, Ito K, Jain P, Gurwitz JH, Mazor KM. Stakeholders’ Views on Priorities Essential for Establishing a Supportive Environment for Clinical Trials in Nursing Homes. J Am Geriatr Soc 2022; 70:950-959. [PMID: 35188222 PMCID: PMC8986625 DOI: 10.1111/jgs.17710] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Revised: 02/02/2022] [Accepted: 02/03/2022] [Indexed: 10/19/2022]
Abstract
BACKGROUND The U.S. clinical research enterprise in nursing homes was unprepared to mount clinical trials in nursing homes to address urgent questions relevant to prevention and treatment during the COVID-19 pandemic. We identify priorities essential for establishing a supportive environment for future clinical trials in nursing homes. METHODS Two cross-sectional online questionnaires were administered between January and February 2021. One was administered to nursing home providers, researchers, and policymakers; respondents rated the importance of attributes of researchers, facilities, leaders and staff for conducting clinical trials in nursing homes. Because importance may depend on trial type, respondents rated each attribute for efficacy trials (testing an intervention in ideal circumstances) and effectiveness trials (testing an intervention in "real world" circumstances). We calculated the attribute rating means and standard deviations, and used content analysis to characterize open-ended responses. The second questionnaire for resident family members and advocates included open-ended questions about nursing home research, and factors influencing willingness to participate. RESULTS The attributes rated as most essential for conducting efficacy and effectiveness trials in nursing homes are research team attributes, that is, that researchers recognize regulatory constraints; understand and adapt to nursing home workflow; and work collaboratively with nursing home leaders to identify priorities. Resident and facility diversity emerged as essential for effectiveness trials; important dimensions included resident race, ethnicity and income, as well as nursing home urban/rural location, quality ratings, geography, staffing ratios, size, and profit status. Caregivers and resident advocates stressed the importance of communication among participants, researchers, and nursing home leadership and staff at all stages of a trial. CONCLUSION Developing a robust U.S. clinical research enterprise capable of efficiently mounting future clinical trials in nursing homes will require a reimagining of the relationships that exist between researchers, facilities, nursing home leaders, and residents, with a research infrastructure specifically focused on supporting and fostering these connections.
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Affiliation(s)
| | | | | | | | | | - Kouta Ito
- Meyers Health Care Institute
- UMass Chan Medical School
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25
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Gurwitz JH, Quinn CC, Abi-Elias IH, Adams AS, Bartel R, Bonner A, Boxer R, Delude C, Gifford D, Hanson B, Ito K, Jain P, Magaziner JS, Mazor KM, Mitchell SL, Mody L, Nace D, Ouslander J, Reifsnyder J, Resnick B, Zimmerman S. Advancing Clinical Trials in Nursing Homes: A Proposed Roadmap to Success. J Am Med Dir Assoc 2021; 23:345-349. [PMID: 34953784 PMCID: PMC8692165 DOI: 10.1016/j.jamda.2021.11.034] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2021] [Accepted: 11/26/2021] [Indexed: 12/26/2022]
Abstract
An effective clinical research effort in nursing homes to address prevention and treatment of COVID-19 faced overwhelming challenges. Under the Health Care Systems Research Network-Older Americans Independence Centers AGING Initiative, a multidisciplinary Stakeholder Advisory Panel was convened to develop recommendations to improve the capability of the clinical research enterprise in US nursing homes. The Panel considered the nursing home as a setting for clinical trials, reviewed the current state of clinical trials in nursing homes, and ultimately developed recommendations for the establishment of a nursing home clinical trials research network that would be centrally supported and administered. This report summarizes the Panel’s recommendations, which were developed in alignment with the following core principles: build on available research infrastructure where appropriate; leverage existing productive partnerships of researchers with groups of nursing homes and nursing home corporations; encompass both efficacy and effectiveness clinical trials; be responsive to a broad range of stakeholders including nursing home residents and their care partners; be relevant to an expansive range of clinical and health care delivery research questions; be able to pivot as necessary to changing research priorities and circumstances; create a pathway for industry-sponsored research as appropriate; invest in strategies to increase diversity in study populations and the research workforce; and foster the development of the next generation of nursing home researchers.
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Affiliation(s)
- Jerry H Gurwitz
- Meyers Health Care Institute, Worcester, MA, USA; UMass Chan Medical School, Worcester, MA, USA.
| | | | | | - Alyce S Adams
- Stanford University School of Medicine, Stanford, CA, USA
| | - Rosie Bartel
- AGING Patient/Caregiver Advisory Council, Worcester, MA, USA
| | - Alice Bonner
- Institute for Healthcare Improvement, Boston, MA, USA; Johns Hopkins University School of Nursing, Baltimore, MD, USA
| | | | | | - David Gifford
- American Health Care Association, Washington, DC, USA
| | - Bruce Hanson
- AGING Patient/Caregiver Advisory Council, Worcester, MA, USA
| | - Kouta Ito
- Meyers Health Care Institute, Worcester, MA, USA; UMass Chan Medical School, Worcester, MA, USA
| | - Paavani Jain
- University of Maryland School of Medicine, Baltimore, MD, USA
| | - Jay S Magaziner
- University of Maryland School of Medicine, Baltimore, MD, USA
| | - Kathleen M Mazor
- Meyers Health Care Institute, Worcester, MA, USA; UMass Chan Medical School, Worcester, MA, USA
| | - Susan L Mitchell
- Hebrew SeniorLife Hinda and Arthur Marcus Institute for Aging Research, Boston, MA, USA
| | - Lona Mody
- University of Michigan, Ann Arbor, MI, USA
| | - David Nace
- University of Pittsburgh, Pittsburgh, PA, USA
| | | | | | - Barbara Resnick
- University of Maryland School of Nursing, Baltimore, MD, USA
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26
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Gurwitz JH, Carlozzi NE, Davison KK, Evenson KR, Gaskin DJ, Lushniak B. National Institutes of Health Pathways to Prevention Workshop: Physical Activity and Health for Wheelchair Users. Arch Rehabil Res Clin Transl 2021; 3:100163. [PMID: 34977545 PMCID: PMC8683862 DOI: 10.1016/j.arrct.2021.100163] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Abstract
Health benefits of physical activity are well recognized in the general population for reducing the risk of chronic health conditions. Less is known about the effects of physical activity on people currently using or who may use wheeled mobility devices in the future, specifically individuals with multiple sclerosis, cerebral palsy, and spinal cord injury who are at increased likelihood for use of a wheeled mobility device. On December 1-3, 2020, the National Institutes of Health convened the Pathways to Prevention workshop: "Can Physical Activity Improve the Health of Wheelchair Users?" to consider the available scientific evidence on the clinical benefits and harms of physical activity for people currently using or who may use wheeled mobility devices in the future, with the aim of developing recommendations to fill gaps in the evidence base. A multidisciplinary team of content area experts developed the agenda and an evidence-based practice center prepared the evidence report. An independent panel, selected by the National Institutes of Health, attended the workshop; convened to develop recommendations on the basis of the systematic review, presentations, and public comments received during the workshop; and revised recommendations based on public comments received. This final report summarizes the panel's findings and identifies current gaps in knowledge. The panel made recommendations for new research efforts, including novel methods and new research infrastructure to improve the evidence base about the effects of physical activity on people currently using or who may use wheeled mobility devices in the future.
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Affiliation(s)
- Jerry H. Gurwitz
- Meyers Primary Care Institute, a joint endeavor of University of Massachusetts Medical School, Reliant Medical Group, and Fallon Health, Worcester, MA
| | - Noelle E. Carlozzi
- University of Michigan Department of Physical Medicine and Rehabilitation, Ann Arbor, MI
| | | | - Kelly R. Evenson
- University of North Carolina–Chapel Hill, Gillings School of Global Public Health, Department of Epidemiology, Chapel Hill, NC
| | | | - Boris Lushniak
- University of Maryland School of Public Health, College Park, MD
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27
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Madden JM, Bayapureddy S, Briesacher BA, Zhang F, Ross-Degnan D, Soumerai SB, Gurwitz JH, Galbraith AA. Affordability of Medical Care Among Medicare Enrollees. JAMA Health Forum 2021; 2:e214104. [PMID: 35977305 PMCID: PMC8796945 DOI: 10.1001/jamahealthforum.2021.4104] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Accepted: 10/18/2021] [Indexed: 11/17/2022] Open
Abstract
Importance Cost-sharing requirements can discourage patients from seeking care and impose financial hardship. The Medicare program serves many older and disabled individuals with multimorbidity and limited resources, but little has been known about the affordability of care in this population. Objective To examine the affordability of medical care among Medicare enrollees, in terms of the prevalence of delaying medical care because of costs and having problems paying medical bills, and risk factors for these outcomes. Design Setting and Participants Cross-sectional analyses conducted from November 1, 2019, to October 15, 2021, used logistic regression to compare the probability of outcomes by demographic and health characteristics. Data were obtained from the 2017 nationally representative Medicare Current Beneficiary Survey (response rate, 61.7%), with respondents representing 53 million community-dwelling Medicare enrollees. Main Outcomes and Measures New questions about medical care affordability were included in the 2017 Medicare Current Beneficiary Survey: difficulty paying medical bills, ongoing medical debt, and contact by collection agencies. A companion survey question asked whether individuals had delayed seeking medical care because of worries about costs. Results Respondents included 10 974 adults aged 65 years or older and 2197 aged 18 to 64 years; 54.2% of all respondents were women. The weighted proportions of Medicare enrollees with annual incomes below $25 000K were 30.7% in the older population and 67.4% in the younger group. Self-reported prevalence of delaying care because of cost was 8.3% (95% CI, 7.4%-9.1%) among enrollees aged 65 years or older, 25.2% (95% CI, 21.8%-28.6%) among enrollees younger than 65 years, and 10.9% (95% CI, 9.9%-11.9%) overall. Similarly, 7.4% (95% CI, 6.6%-8.2%) of older enrollees had problems paying medical bills, compared with 29.8% (95% CI, 25.6%-34.1%) among those younger than 65 years and 10.8% (95% CI, 9.8%-11.9%) overall. Regarding specific payment problems, 7.9% (95% CI, 7.0%-8.9%) of enrollees overall experienced ongoing medical debt, contact by a collection agency, or both. In adjusted analyses, older adults with incomes $15 000 to $25 000 per year had odds of delaying care more than twice as high as those with incomes greater than $50 000 (odds ratio, 2.47; 95% CI, 1.82-3.39), and their odds of problems paying medical bills were more than 3 times as high (odds ratio, 3.37; 95% CI, 2.81-5.21). Older adults with 4 to 10 chronic conditions were more than twice as likely to have problems paying medical bills as those with 0 or 1 condition. Conclusions and Relevance The findings of this study suggest that unaffordability of medical care is common among Medicare enrollees, especially those with lower incomes, or worse health, or who qualify for Medicare based on disability. Policy reforms, such as caps on patient spending, are needed to reduce Medical cost burdens on the most vulnerable enrollees.
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Affiliation(s)
- Jeanne M. Madden
- Department of Pharmacy and Health Systems Sciences, School of Pharmacy and Pharmaceutical Sciences, Bouvé College of Health Sciences, Northeastern University, Boston, Massachusetts
- Department of Population Medicine, Harvard Medical School, Harvard Pilgrim Health Care, Boston, Massachusetts
| | - Susmitha Bayapureddy
- Department of Pharmacy and Health Systems Sciences, School of Pharmacy and Pharmaceutical Sciences, Bouvé College of Health Sciences, Northeastern University, Boston, Massachusetts
| | - Becky A. Briesacher
- Department of Pharmacy and Health Systems Sciences, School of Pharmacy and Pharmaceutical Sciences, Bouvé College of Health Sciences, Northeastern University, Boston, Massachusetts
| | - Fang Zhang
- Department of Population Medicine, Harvard Medical School, Harvard Pilgrim Health Care, Boston, Massachusetts
| | - Dennis Ross-Degnan
- Department of Population Medicine, Harvard Medical School, Harvard Pilgrim Health Care, Boston, Massachusetts
| | - Stephen B. Soumerai
- Department of Population Medicine, Harvard Medical School, Harvard Pilgrim Health Care, Boston, Massachusetts
| | - Jerry H. Gurwitz
- Meyers Primary Care Institute, Worcester, Massachusetts
- Division of Geriatric Medicine, University of Massachusetts Medical School, Worcester
| | - Alison A. Galbraith
- Department of Population Medicine, Harvard Medical School, Harvard Pilgrim Health Care, Boston, Massachusetts
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Gurwitz JH. Preventing opioid-related adverse drug events: We can do this! J Am Geriatr Soc 2021; 70:88-89. [PMID: 34705267 DOI: 10.1111/jgs.17526] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Accepted: 10/10/2021] [Indexed: 11/27/2022]
Affiliation(s)
- Jerry H Gurwitz
- Meyers Health Care Institute, A Joint Endeavor of UMass Chan Medical School, Reliant Medical Group, and Fallon Health, Worcester, Massachusetts, USA
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29
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Liu Q, Schwartz JB, Slattum PW, Lau SWJ, Guinn D, Madabushi R, Burckart G, Califf R, Cerreta F, Cho C, Cook J, Gamerman J, Goldsmith P, van der Graaf PH, Gurwitz JH, Haertter S, Hilmer S, Huang SM, Inouye SK, Kanapuru B, Pirmohamed M, Posner P, Radziszewska B, Keipp Talbot H, Temple R. Roadmap to 2030 for Drug Evaluation in Older Adults. Clin Pharmacol Ther 2021; 112:210-223. [PMID: 34656074 DOI: 10.1002/cpt.2452] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2021] [Accepted: 10/04/2021] [Indexed: 12/17/2022]
Abstract
Changes that accompany older age can alter the pharmacokinetics (PK), pharmacodynamics (PD), and likelihood of adverse effects (AEs) of a drug. However, older adults, especially the oldest or those with multiple chronic health conditions, polypharmacy, or frailty, are often under-represented in clinical trials of new drugs. Deficits in the current conduct of clinical evaluation of drugs for older adults and potential steps to fill those knowledge gaps are presented in this communication. The most important step is to increase clinical trial enrollment of older adults who are representative of the target treatment population. Unnecessary eligibility criteria should be eliminated. Physical and financial barriers to participation should be removed. Incentives could be created for inclusion of older adults. Enrollment goals should be established based on intended treatment indications, prevalence of the condition, and feasibility. Relevant clinical pharmacology data need to be obtained early enough to guide dosing and reduce risk for participation of older adults. Relevant PK and PD data as well as patient-centered outcomes should be measured during trials. Trial data should be analyzed for differences in PK, PD, effectiveness, and safety arising from differences in age or from the presence of conditions common in older adults. Postmarket evaluations with real-world evidence and drug labeling updates throughout the product lifecycle reflecting new knowledge are also needed. A comprehensive plan is needed to ensure adequate evaluation of the safety and effectiveness of drugs in older adults.
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Affiliation(s)
- Qi Liu
- Office of Clinical Pharmacology, Office of Translational Sciences, Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, Maryland, USA
| | - Janice B Schwartz
- Departments of Medicine, Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, California, USA
| | - Patricia W Slattum
- Department of Pharmacotherapy and Outcomes Science and Virginia Center on Aging, Virginia Commonwealth University, Richmond, Virginia, USA
| | - S W Johnny Lau
- Office of Clinical Pharmacology, Office of Translational Sciences, Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, Maryland, USA
| | - Daphne Guinn
- Office of Clinical Pharmacology, Office of Translational Sciences, Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, Maryland, USA
| | - Rajanikanth Madabushi
- Office of Clinical Pharmacology, Office of Translational Sciences, Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, Maryland, USA
| | - Gilbert Burckart
- Office of Clinical Pharmacology, Office of Translational Sciences, Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, Maryland, USA
| | - Robert Califf
- Verily and Google Health (Alphabet), South San Francisco, California, USA
| | - Francesca Cerreta
- Portfolio office, European Medicines Agency (EMA), Amsterdam, The Netherlands
| | - Carolyn Cho
- Oncology Early Development and Translational Research, Merck & Co., Kenilworth, New Jersey, USA
| | - Jack Cook
- Department of Clinical Pharmacology, Pfizer Global Research and Development, Groton, Connecticut, USA
| | - Jamie Gamerman
- Office of Medical Policy, Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, Maryland, USA
| | - Paul Goldsmith
- Lilly Exploratory Medicine and Pharmacology, Bracknell, UK
| | | | - Jerry H Gurwitz
- Meyers Health Care Institute, a joint endeavor of University of Massachusetts Medical School, Reliant Medical Group, and Fallon Health, Worcester, Massachusetts, USA
| | - Sebastian Haertter
- Boehringer Ingelheim Pharma, Translational Medicine & Clinical Pharmacology, Ingelheim, Germany
| | - Sarah Hilmer
- Kolling Institute, University of Sydney and Royal North Shore Hospital, St. Leonards, New South Wales, Australia
| | - Shiew-Mei Huang
- Office of Clinical Pharmacology, Office of Translational Sciences, Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, Maryland, USA
| | - Sharon K Inouye
- Marcus Institute for Aging Research, Hebrew SeniorLife and Harvard Medical School, Boston. Massachusetts, USA
| | - Bindu Kanapuru
- Oncology Center of Excellence, US Food and Drug Administration, Silver Spring, Maryland, USA
| | - Munir Pirmohamed
- Wolfson Centre for Personalised Medicine, University of Liverpool, Liverpool, UK
| | - Phil Posner
- Patient-Centered Outcomes Research Institute Ambassador, Gainesville, Florida, USA
| | - Barbara Radziszewska
- National Institute of Aging, National Institute of Health, Bethesda, Maryland, USA
| | - H Keipp Talbot
- Departments of Medicine and Public Health, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Robert Temple
- Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland, USA
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Ito K, Chapman R, Pearson SD, Tafazzoli A, Yaffe K, Gurwitz JH. Evaluation of the Cost-effectiveness of Drug Treatment for Alzheimer Disease in a Simulation Model That Includes Caregiver and Societal Factors. JAMA Netw Open 2021; 4:e2129392. [PMID: 34677596 PMCID: PMC8536950 DOI: 10.1001/jamanetworkopen.2021.29392] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
IMPORTANCE The possibility of widespread use of a novel effective therapy for Alzheimer disease (AD) will present important clinical, policy, and financial challenges. OBJECTIVE To describe how including different patient, caregiver, and societal treatment-related factors affects estimates of the cost-effectiveness of a hypothetical disease-modifying AD treatment. DESIGN, SETTING, AND PARTICIPANTS In this economic evaluation, the Alzheimer Disease Archimedes Condition Event Simulator was used to simulate the prognosis of a hypothetical cohort of patients selected from the Alzheimer Disease Neuroimaging Initiative database who received the diagnosis of mild cognitive impairment (MCI). Scenario analyses that varied costs and quality of life inputs relevant to patients and caregivers were conducted. The analysis was designed and conducted from June 15, 2019, to September 30, 2020. EXPOSURES A hypothetical drug that would delay progression to dementia in individuals with MCI compared with usual care. MAIN OUTCOMES AND MEASURES Incremental cost-effectiveness ratio (ICER), measured by cost per quality-adjusted life-year (QALY) gained. RESULTS The model included a simulated cohort of patients who scored between 24 and 30 on the Mini-Mental State Examination and had a global Clinical Dementia Rating scale of 0.5, with a required memory box score of 0.5 or higher, at baseline. Using a health care sector perspective, which included only individual patient health care costs, the ICER for the hypothetical treatment was $192 000 per QALY gained. The result decreased to $183 000 per QALY gained in a traditional societal perspective analysis with the inclusion of patient non-health care costs. The inclusion of estimated caregiver health care costs produced almost no change in the ICER, but the inclusion of QALYs gained by caregivers led to a substantial reduction in the ICER for the hypothetical treatment, to $107 000 per QALY gained in the health sector perspective. In the societal perspective scenario, with the broadest inclusion of patient and caregiver factors, the ICER decreased to $74 000 per added QALY. CONCLUSIONS AND RELEVANCE The findings of this economic evaluation suggest that policy makers should be aware that efforts to estimate and include the effects of AD treatments outside those on patients themselves can affect the results of the cost-effectiveness analyses that often underpin assessments of the value of new treatments. Further research and debate on including these factors in assessments that will inform discussions on fair pricing for new treatments are needed.
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Affiliation(s)
- Kouta Ito
- Meyers Primary Care Institute, a joint endeavor of University of Massachusetts Medical School, Reliant Medical Group, and Fallon Health, Worcester
- Division of Geriatric Medicine, University of Massachusetts Medical School, Worcester
| | - Rick Chapman
- Institute for Clinical and Economic Review, Boston, Massachusetts
| | | | | | - Kristine Yaffe
- Department of Psychiatry, Neurology, and Epidemiology and Biostatistics, University of California, San Francisco
- San Francisco VA Medical Center, San Francisco, California
| | - Jerry H. Gurwitz
- Meyers Primary Care Institute, a joint endeavor of University of Massachusetts Medical School, Reliant Medical Group, and Fallon Health, Worcester
- Division of Geriatric Medicine, University of Massachusetts Medical School, Worcester
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31
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Bamgbade BA, McManus DD, Helm R, Mehawej J, Gurwitz JH, Mailhot T, Abu HO, Goldberg R, Wang Z, Tisminetzky M, Pierre‐Louis IC, Saczynski JS. Differences in Perceived and Predicted Bleeding Risk in Older Adults With Atrial Fibrillation: The SAGE-AF Study. J Am Heart Assoc 2021; 10:e019979. [PMID: 34398677 PMCID: PMC8649256 DOI: 10.1161/jaha.120.019979] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Accepted: 05/18/2021] [Indexed: 11/16/2022]
Abstract
Background Little research has evaluated patient bleeding risk perceptions in comparison with calculated bleeding risk among oral anticoagulant users with atrial fibrillation. Our objective was to investigate underestimation of bleeding risk and to describe the characteristics and patient-reported outcomes associated with underestimation of bleeding risk. Methods and Results In the SAGE-AF (Systematic Assessment of Geriatric Elements in Atrial Fibrillation) study, a prospective cohort study of patients ≥65 years with atrial fibrillation, a CHA2DS2-VASc risk score ≥2 and who were on oral anticoagulant therapy, we compared patients' self-reported bleeding risk with their predicted bleeding risk from their HAS-BLED score. Among the 754 participants (mean age 74.8 years, 48.3% women), 68.0% underestimated their bleeding risk. Participants who were Asian or Pacific Islander, Black, Native American or Alaskan Native, Mixed Race or Hispanic (non-White) (adjusted OR [AOR], 0.45; 95% CI, 0.24-0.82) and women (AOR, 0.62; 95% CI, 0.40-0.95) had significantly lower odds of underestimating their bleeding risk than respective comparison groups. Participants with a history of bleeding (AOR, 3.07; 95% CI, 1.73-5.44) and prior hypertension (AOR, 4.33; 95% CI, 2.43-7.72), stroke (AOR, 5.18; 95% CI, 1.87-14.40), or renal disease (AOR, 5.05; 95% CI, 2.98-8.57) had significantly higher odds of underestimating their bleeding risk. Conclusions We found that more than two-thirds of patients with atrial fibrillation on oral anticoagulant therapy underestimated their bleeding risk and that participants with a history of bleeding and several comorbid conditions were more likely to underestimate their bleeding risk whereas non-Whites and women were less likely to underestimate their bleeding risk. Clinicians should ensure that patients prescribed oral anticoagulant therapy have a thorough understanding of bleeding risk.
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Affiliation(s)
- Benita A. Bamgbade
- Department of Pharmacy and Health System SciencesNortheastern UniversityBostonMA
| | - David D. McManus
- Cardiology DivisionDepartment of MedicineUniversity of Massachusetts Medical SchoolWorcesterMA
- Department of Population and Quantitative Health SciencesUniversity of Massachusetts Medical SchoolWorcesterMA
| | - Robert Helm
- Department of MedicineCardiovascular MedicineBoston University School of MedicineBostonMA
| | - Jordy Mehawej
- Cardiology DivisionDepartment of MedicineUniversity of Massachusetts Medical SchoolWorcesterMA
| | - Jerry H. Gurwitz
- Department of Population and Quantitative Health SciencesUniversity of Massachusetts Medical SchoolWorcesterMA
- Meyers Primary Care InstituteWorcesterMA
- Division of Geriatric MedicineUniversity of Massachusetts Medical SchoolWorcesterMA
| | - Tanya Mailhot
- Faculty of NursingUniversite de MontrealMontrealQuebecCanada
- Montreal Heart Institute Research CenterMontrealQuebecCanada
| | - Hawa O. Abu
- Cardiology DivisionDepartment of MedicineUniversity of Massachusetts Medical SchoolWorcesterMA
| | - Robert Goldberg
- Department of Population and Quantitative Health SciencesUniversity of Massachusetts Medical SchoolWorcesterMA
| | - Ziyue Wang
- Department of Population and Quantitative Health SciencesUniversity of Massachusetts Medical SchoolWorcesterMA
| | - Mayra Tisminetzky
- Department of Population and Quantitative Health SciencesUniversity of Massachusetts Medical SchoolWorcesterMA
- Division of Geriatric MedicineUniversity of Massachusetts Medical SchoolWorcesterMA
| | | | - Jane S. Saczynski
- Department of Pharmacy and Health System SciencesNortheastern UniversityBostonMA
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Tisminetzky M, Mehawej J, Miozzo R, Gurwitz JH, Gore JM, Lessard D, Abu HO, Bamgbade BA, Yarzebski J, Granillo E, Goldberg RJ. Temporal Trends and Patient Characteristics Associated with 30-Day Hospital Readmission Rates after a First Acute Myocardial Infarction. Am J Med 2021; 134:1127-1134. [PMID: 33864760 PMCID: PMC8410623 DOI: 10.1016/j.amjmed.2021.03.024] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Accepted: 03/05/2021] [Indexed: 12/26/2022]
Abstract
BACKGROUND Limited data exist about relatively recent trends in the magnitude and characteristics of patients who are re-hospitalized after hospital admission for an acute myocardial infarction. This study examined trends in the frequency and sociodemographic and clinical characteristics of patients readmitted to the hospital within 30 days after an initial acute myocardial infarction. METHODS We reviewed the medical records of 3116 individuals who were hospitalized for a validated first acute myocardial infarction in 6 study periods between 2003 and 2015 at the 3 major medical centers in central Massachusetts. RESULTS The median age of our population was 67 years, and 42% were women. The risk of being readmitted to the hospital within 30 days after an initial acute myocardial infarction increased slightly during the most recent study years after controlling for potentially confounding factors. Overall, older adults and patients with previously diagnosed atrial fibrillation, heart failure, diabetes, chronic kidney disease, stroke, and peripheral vascular disease were at higher risk for being readmitted to the hospital than respective comparison groups. For those hospitalized in the most recent study years of 2011/2015, a higher risk of rehospitalization was associated with a previous diagnosis of chronic kidney disease, peripheral vascular disease, the presence of 3 or more chronic conditions, and having developed atrial fibrillation or heart failure during the patient's hospitalization for a first acute myocardial infarction. CONCLUSIONS We identified several groups at higher risk for hospital readmission in whom enhanced surveillance efforts as well as tailored educational and treatment approaches remain needed.
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Affiliation(s)
- Mayra Tisminetzky
- Meyers Primary Care Institute, Worcester, Mass; Division of Geriatric Medicine; Department of Population and Quantitative Health Sciences.
| | - Jordy Mehawej
- Division of Cardiovascular Medicine, Department of Medicine, University of Massachusetts Medical School, Worcester
| | - Ruben Miozzo
- Johns Hopkins Bloomberg School of Public Health, Baltimore, Md
| | - Jerry H Gurwitz
- Meyers Primary Care Institute, Worcester, Mass; Division of Geriatric Medicine; Department of Population and Quantitative Health Sciences
| | - Joel M Gore
- Department of Population and Quantitative Health Sciences; Division of Cardiovascular Medicine, Department of Medicine, University of Massachusetts Medical School, Worcester
| | | | - Hawa O Abu
- Division of Cardiovascular Medicine, Department of Medicine, University of Massachusetts Medical School, Worcester; Internal Medicine Department, Saint Vincent Hospital, Worcester, Mass
| | - Benita A Bamgbade
- Department of Pharmacy and Health Systems Sciences, School of Pharmacy, Northeastern University, Boston, Mass
| | | | | | - Robert J Goldberg
- Meyers Primary Care Institute, Worcester, Mass; Department of Population and Quantitative Health Sciences
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33
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Read SH, Giannakeas V, Pop P, Bronskill SE, Herrmann N, Chen S, Luke MJ, Wu W, McCarthy LM, Austin PC, Normand SL, Gurwitz JH, Stall NM, Savage RD, Rochon P. Evidence of a gabapentinoid and diuretic prescribing cascade among older adults with lower back pain. J Am Geriatr Soc 2021; 69:2842-2850. [PMID: 34118076 DOI: 10.1111/jgs.17312] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2021] [Revised: 04/28/2021] [Accepted: 05/06/2021] [Indexed: 11/27/2022]
Abstract
BACKGROUND/OBJECTIVES Gabapentinoids are commonly prescribed to relieve pain. The development of edema, an established adverse effect of gabapentinoids, may lead to a potentially harmful prescribing cascade whereby individuals are subsequently prescribed diuretics and exposed to diuretic-induced adverse events. The frequency of this prescribing cascade is unknown. Our objective was to measure the association between new dispensing of a gabapentinoid and the subsequent dispensing of a diuretic in older adults with new low back pain. DESIGN Population-based cohort study. SETTING Ontario, Canada. PARTICIPANTS A total of 260,344 community-dwelling adults aged 66 years or older, newly diagnosed with low back pain between April 1, 2011, and March 31, 2019. MEASUREMENTS Exposure status was assigned using dispensed medications in the 1 week after low back pain diagnosis. Older adults newly dispensed a gabapentinoid (N = 7867) were compared with older adults who were not newly dispensed a gabapentinoid (N = 252,477). Hazard ratios (HRs) with 95% confidence intervals (CIs) for dispensing of a diuretic within 90 days of follow-up among older adults prescribed gabapentin relative to those who were not. RESULTS Older adults newly dispensed a gabapentinoid had a higher risk of being subsequently dispensed a diuretic within 90 days compared with older adults who were not prescribed a gabapentinoid (2.0% vs. 1.3%). After covariate adjustment, new gabapentinoid users had a higher rate of being dispensed a diuretic compared with those not prescribed a gabapentinoid (HR: 1.44, 95% CI: 1.23, 1.70). The rate of diuretic prescription among new gabapentinoid users increased with increasing gabapentinoid dosages. CONCLUSIONS We have demonstrated the presence of a potentially inappropriate and harmful prescribing cascade. Given the widespread use of gabapentinoids, the population-based scale of this problem may be substantial. Increased awareness of this prescribing cascade is required to reduce the unnecessary use of diuretics and the exposure of patients to additional adverse drug events.
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Affiliation(s)
- Stephanie H Read
- Women's College Research Institute, Women's College Hospital, Toronto, Ontario, Canada.,ICES, Toronto, Ontario, Canada
| | - Vasily Giannakeas
- Women's College Research Institute, Women's College Hospital, Toronto, Ontario, Canada.,ICES, Toronto, Ontario, Canada
| | - Paula Pop
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Susan E Bronskill
- Women's College Research Institute, Women's College Hospital, Toronto, Ontario, Canada.,ICES, Toronto, Ontario, Canada.,Institute of Health Policy, Management & Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada.,Sunnybrook Research Institute, University of Toronto, Toronto, Ontario, Canada
| | - Nathan Herrmann
- Sunnybrook Research Institute, University of Toronto, Toronto, Ontario, Canada
| | | | - Miles J Luke
- Women's College Research Institute, Women's College Hospital, Toronto, Ontario, Canada
| | - Wei Wu
- Women's College Research Institute, Women's College Hospital, Toronto, Ontario, Canada
| | - Lisa M McCarthy
- Women's College Research Institute, Women's College Hospital, Toronto, Ontario, Canada.,Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Ontario, Canada.,Institute for Better Health, Trillium Health Partners, Mississauga, Ontario, Canada
| | - Peter C Austin
- ICES, Toronto, Ontario, Canada.,Institute of Health Policy, Management & Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada.,Sunnybrook Research Institute, University of Toronto, Toronto, Ontario, Canada
| | - Sharon-Lise Normand
- Harvard Medical School and Harvard Chan School of Public Health, Boston, Massachusetts, USA
| | - Jerry H Gurwitz
- Meyers Primary Care Institute, University of Massachusetts Medical School, Worcester, Massachusetts, USA
| | - Nathan M Stall
- Women's College Research Institute, Women's College Hospital, Toronto, Ontario, Canada.,ICES, Toronto, Ontario, Canada.,Department of Medicine, University of Toronto, Toronto, Ontario, Canada.,Institute of Health Policy, Management & Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Rachel D Savage
- Women's College Research Institute, Women's College Hospital, Toronto, Ontario, Canada.,ICES, Toronto, Ontario, Canada
| | - Paula Rochon
- Women's College Research Institute, Women's College Hospital, Toronto, Ontario, Canada.,ICES, Toronto, Ontario, Canada.,Department of Medicine, University of Toronto, Toronto, Ontario, Canada.,Institute of Health Policy, Management & Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
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Sternberg SA, Rochon PA, Gurwitz JH. Focusing on medications that increase the risk of falls in older adults. Eur Geriatr Med 2021; 12:671-672. [PMID: 33956336 DOI: 10.1007/s41999-021-00448-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Affiliation(s)
| | - Paula A Rochon
- Women's College Research Institute, Women's College Hospital, Toronto, ON, Canada.,Departments of Medicine, Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada
| | - Jerry H Gurwitz
- Division of Geriatric Medicine and Meyers Primary Care Institute, University of Massachusetts Medical School, Worcester, MA, USA
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35
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Epstein MM, Dutcher SK, Maro JC, Saphirak C, DeLuccia S, Ramanathan M, Dhawale T, Harchandani S, Delude C, Hou L, Gertz A, DiNunzio N, McMahill-Walraven CN, Selvan MS, Vigeant J, Cole DV, Leishear K, Gurwitz JH, Andrade S, Cocoros NM. Validation of an electronic algorithm for Hodgkin and non-Hodgkin lymphoma in ICD-10-CM. Pharmacoepidemiol Drug Saf 2021; 30:910-917. [PMID: 33899311 DOI: 10.1002/pds.5256] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2020] [Revised: 04/01/2021] [Accepted: 04/20/2021] [Indexed: 11/09/2022]
Abstract
PURPOSE Lymphoma is a health outcome of interest for drug safety studies. Studies using administrative claims data require the accurate identification of lymphoma cases. We developed and validated an International Classification of Diseases, Tenth Revision, Clinical Modification (ICD-10-CM)-based algorithm to identify lymphoma in healthcare claims data. METHODS We developed a three-component algorithm to identify patients aged ≥15 years who were newly diagnosed with Hodgkin (HL) or non-Hodgkin (NHL) lymphoma from January 2016 through July 2018 among members of four Data Partners within the FDA's Sentinel System. The algorithm identified potential cases as patients with ≥2 ICD-10-CM lymphoma diagnosis codes on different dates within 183 days; ≥1 procedure code for a diagnostic procedure (e.g., biopsy, flow cytometry) and ≥1 procedure code for a relevant imaging study within 90 days of the first lymphoma diagnosis code. Cases identified by the algorithm were adjudicated via chart review and a positive predictive value (PPV) was calculated. RESULTS We identified 8723 potential lymphoma cases via the algorithm and randomly sampled 213 for validation. We retrieved 138 charts (65%) and adjudicated 134 (63%). The overall PPV was 77% (95% confidence interval: 69%-84%). Most cases also had subtype information available, with 88% of cases identified as NHL and 11% as HL. CONCLUSIONS Seventy-seven percent of lymphoma cases identified by an algorithm based on ICD-10-CM diagnosis and procedure codes and applied to claims data were true cases. This novel algorithm represents an efficient, cost-effective way to target an important health outcome of interest for large-scale drug safety and public health surveillance studies.
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Affiliation(s)
- Mara M Epstein
- Division of Geriatric Medicine, Department of Medicine, University of Massachusetts Medical School, Worcester, Massachusetts, USA.,The Meyers Primary Care Institute, a joint endeavor of the University of Massachusetts Medical School, Reliant Medical Group, and Fallon Health, Worcester, MA, USA
| | - Sarah K Dutcher
- Office of Surveillance and Epidemiology, Center for Drug Evaluation and Research, Food and Drug Administration, Silver Spring, Maryland, USA
| | - Judith C Maro
- Department of Population Medicine, Harvard Pilgrim Health Care Institute, Harvard Medical School, Boston, Massachusetts, USA
| | - Cassandra Saphirak
- Division of Geriatric Medicine, Department of Medicine, University of Massachusetts Medical School, Worcester, Massachusetts, USA.,The Meyers Primary Care Institute, a joint endeavor of the University of Massachusetts Medical School, Reliant Medical Group, and Fallon Health, Worcester, MA, USA
| | - Sandra DeLuccia
- Department of Population Medicine, Harvard Pilgrim Health Care Institute, Harvard Medical School, Boston, Massachusetts, USA
| | - Muthalagu Ramanathan
- Division of Hematology and Oncology, Department of Medicine, UMass Memorial Medical Center, Worcester, Massachusetts, USA
| | - Tejaswini Dhawale
- Division of Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Sonali Harchandani
- Division of Hematology and Oncology, Department of Medicine, UMass Memorial Medical Center, Worcester, Massachusetts, USA
| | - Christopher Delude
- The Meyers Primary Care Institute, a joint endeavor of the University of Massachusetts Medical School, Reliant Medical Group, and Fallon Health, Worcester, MA, USA
| | - Laura Hou
- Department of Population Medicine, Harvard Pilgrim Health Care Institute, Harvard Medical School, Boston, Massachusetts, USA
| | - Autumn Gertz
- Department of Population Medicine, Harvard Pilgrim Health Care Institute, Harvard Medical School, Boston, Massachusetts, USA
| | - Nina DiNunzio
- Department of Population Medicine, Harvard Pilgrim Health Care Institute, Harvard Medical School, Boston, Massachusetts, USA
| | | | - Mano S Selvan
- Humana Healthcare Research, Inc. (HHR), Sugar Land, Texas, USA
| | - Justin Vigeant
- Department of Population Medicine, Harvard Pilgrim Health Care Institute, Harvard Medical School, Boston, Massachusetts, USA
| | - David V Cole
- Department of Population Medicine, Harvard Pilgrim Health Care Institute, Harvard Medical School, Boston, Massachusetts, USA
| | - Kira Leishear
- Office of Surveillance and Epidemiology, Center for Drug Evaluation and Research, Food and Drug Administration, Silver Spring, Maryland, USA
| | - Jerry H Gurwitz
- Division of Geriatric Medicine, Department of Medicine, University of Massachusetts Medical School, Worcester, Massachusetts, USA.,The Meyers Primary Care Institute, a joint endeavor of the University of Massachusetts Medical School, Reliant Medical Group, and Fallon Health, Worcester, MA, USA
| | - Susan Andrade
- Division of Geriatric Medicine, Department of Medicine, University of Massachusetts Medical School, Worcester, Massachusetts, USA.,The Meyers Primary Care Institute, a joint endeavor of the University of Massachusetts Medical School, Reliant Medical Group, and Fallon Health, Worcester, MA, USA
| | - Noelle M Cocoros
- Department of Population Medicine, Harvard Pilgrim Health Care Institute, Harvard Medical School, Boston, Massachusetts, USA
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Gurwitz JH, Kapoor A, Garber L, Mazor KM, Wagner J, Cutrona SL, Singh S, Kanaan AO, Donovan JL, Crawford S, Anzuoni K, Konola TJ, Zhou Y, Field TS. Effect of a Multifaceted Clinical Pharmacist Intervention on Medication Safety After Hospitalization in Persons Prescribed High-risk Medications: A Randomized Clinical Trial. JAMA Intern Med 2021; 181:610-618. [PMID: 33646267 PMCID: PMC7922235 DOI: 10.1001/jamainternmed.2020.9285] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
IMPORTANCE The National Action Plan for Adverse Drug Event (ADE) Prevention identified 3 high-priority, high-risk drug classes as targets for reducing the risk of drug-related injuries: anticoagulants, diabetes agents, and opioids. OBJECTIVE To determine whether a multifaceted clinical pharmacist intervention improves medication safety for patients who are discharged from the hospital and prescribed medications within 1 or more of these high-risk drug classes. DESIGN, SETTING, AND PARTICIPANTS This randomized clinical trial was conducted at a large multidisciplinary group practice in Massachusetts and included patients 50 years or older who were discharged from the hospital and prescribed at least 1 high-risk medication. Participants were enrolled into the trial from June 2016 through September 2018. INTERVENTIONS The pharmacist-directed intervention included an in-home assessment by a clinical pharmacist, evidence-based educational resources, communication with the primary care team, and telephone follow-up. Participants in the control group were provided educational materials via mail. MAIN OUTCOMES AND MEASURES The study assessed 2 outcomes over a 45-day posthospital discharge period: (1) adverse drug-related incidents and (2) a subset defined as clinically important medication errors, which included preventable or ameliorable ADEs and potential ADEs (ie, medication-related errors that may not yet have caused injury to a patient, but have the potential to cause future harm if not addressed). Clinically important medication errors were the primary study outcome. RESULTS There were 361 participants (mean [SD] age, 68.7 [9.3] years; 177 women [49.0%]; 319 White [88.4%] and 8 Black individuals [2.2%]). Of these, 180 (49.9%) were randomly assigned to the intervention group and 181 (50.1%) to the control group. Among all participants, 100 (27.7%) experienced 1 or more adverse drug-related incidents, and 65 (18%) experienced 1 or more clinically important medication errors. There were 81 adverse drug-related incidents identified in the intervention group and 72 in the control group. There were 44 clinically important medication errors in the intervention group and 45 in the control group. The intervention did not significantly alter the per-patient rate of adverse drug-related incidents (unadjusted incidence rate ratio, 1.13; 95% CI, 0.83-1.56) or clinically important medication errors (unadjusted incidence rate ratio, 0.99; 95% CI, 0.65-1.49). CONCLUSIONS AND RELEVANCE In this randomized clinical trial, there was not an observed lower rate of adverse drug-related incidents or clinically important medication errors during the posthospitalization period that was associated with a clinical pharmacist intervention. However, there were study recruitment challenges and lower than expected numbers of events among the study population. TRIAL REGISTRATION ClinicalTrials.gov Identifier: NCT02781662.
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Affiliation(s)
- Jerry H Gurwitz
- Meyers Primary Care Institute, a joint endeavor of University of Massachusetts Medical School, Reliant Medical Group, and Fallon Health, Worcester.,Department of Medicine, University of Massachusetts Medical School, Worcester.,Reliant Medical Group, Worcester, Massachusetts
| | - Alok Kapoor
- Meyers Primary Care Institute, a joint endeavor of University of Massachusetts Medical School, Reliant Medical Group, and Fallon Health, Worcester.,Department of Medicine, University of Massachusetts Medical School, Worcester
| | - Lawrence Garber
- Meyers Primary Care Institute, a joint endeavor of University of Massachusetts Medical School, Reliant Medical Group, and Fallon Health, Worcester.,Reliant Medical Group, Worcester, Massachusetts
| | - Kathleen M Mazor
- Meyers Primary Care Institute, a joint endeavor of University of Massachusetts Medical School, Reliant Medical Group, and Fallon Health, Worcester.,Department of Medicine, University of Massachusetts Medical School, Worcester
| | - Joann Wagner
- Meyers Primary Care Institute, a joint endeavor of University of Massachusetts Medical School, Reliant Medical Group, and Fallon Health, Worcester
| | - Sarah L Cutrona
- Meyers Primary Care Institute, a joint endeavor of University of Massachusetts Medical School, Reliant Medical Group, and Fallon Health, Worcester.,Center for Healthcare Organization and Implementation Research, Bedford VA Medical Center, Bedford, Massachusetts.,Division of Health Informatics and Implementation Science, Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester
| | - Sonal Singh
- Meyers Primary Care Institute, a joint endeavor of University of Massachusetts Medical School, Reliant Medical Group, and Fallon Health, Worcester.,Department of Medicine, University of Massachusetts Medical School, Worcester
| | - Abir O Kanaan
- Meyers Primary Care Institute, a joint endeavor of University of Massachusetts Medical School, Reliant Medical Group, and Fallon Health, Worcester.,Massachusetts College of Pharmacy and Health Sciences, Worcester
| | - Jennifer L Donovan
- Meyers Primary Care Institute, a joint endeavor of University of Massachusetts Medical School, Reliant Medical Group, and Fallon Health, Worcester
| | - Sybil Crawford
- Meyers Primary Care Institute, a joint endeavor of University of Massachusetts Medical School, Reliant Medical Group, and Fallon Health, Worcester.,Department of Medicine, University of Massachusetts Medical School, Worcester
| | - Kathryn Anzuoni
- Meyers Primary Care Institute, a joint endeavor of University of Massachusetts Medical School, Reliant Medical Group, and Fallon Health, Worcester
| | - Timothy J Konola
- Meyers Primary Care Institute, a joint endeavor of University of Massachusetts Medical School, Reliant Medical Group, and Fallon Health, Worcester
| | - Yanhua Zhou
- Meyers Primary Care Institute, a joint endeavor of University of Massachusetts Medical School, Reliant Medical Group, and Fallon Health, Worcester
| | - Terry S Field
- Meyers Primary Care Institute, a joint endeavor of University of Massachusetts Medical School, Reliant Medical Group, and Fallon Health, Worcester.,Department of Medicine, University of Massachusetts Medical School, Worcester
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Quinn CC, Adams AS, Magaziner JS, Gurwitz JH. Coronavirus disease 2019 and clinical research in U.S. nursing homes. J Am Geriatr Soc 2021; 69:1748-1751. [PMID: 33872385 PMCID: PMC8250950 DOI: 10.1111/jgs.17191] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Accepted: 04/10/2021] [Indexed: 12/02/2022]
Affiliation(s)
| | | | | | - Jerry H Gurwitz
- Meyers Primary Care Institute, A Joint Endeavor of University of Massachusetts Medical School, Fallon Health and Reliant Medical Group, Worcester, MA.,Division of Geriatric Medicine, University of Massachusetts Medical School, Worcester, MA
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Sternberg SA, Petrovic M, Onder G, Cherubini A, O'Mahony D, Gurwitz JH, Pegreffi F, Mason R, Akerman J, McCarthy L, Lawson A, Li J, Wu W, Rochon PA. Identifying key prescribing cascades in older people (iKASCADE): a transnational initiative on drug safety through a sex and gender lens-rationale and design. Eur Geriatr Med 2021; 12:475-483. [PMID: 33835427 DOI: 10.1007/s41999-021-00480-w] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Accepted: 02/25/2021] [Indexed: 12/14/2022]
Abstract
PURPOSE To describe the objectives, methods and expected impact of an international consortium (iKASCADE) whose purpose is to improve drug safety for older adults by addressing prescribing cascades through a sex and gender lens. METHODS To create a comprehensive, internationally relevant inventory of prescribing cascades affecting older adults, the consortium has created a modified Delphi procedure where international experts in prescribing and managing pharmacotherapy for older adults will rank a list of prescribing cascades as to their clinical importance. We will use administrative and clinical data on older adults to evaluate the frequency of prescribing cascades by sex internationally, in the hospital, long-term care and community settings. Finally, we will use semi-structured interviews and realistic, country-specific vignettes, each incorporating a prescribing cascade with identified sex differences, to explore how socially constructed gender roles contribute to the experience, presentation and management of prescribing cascades. RESULTS The consortium will synthesize the quantitative and qualitative results to produce a position paper and products-aimed at knowledge users within and outside of academia-designed to elevate the importance of integrating a gender dimension in the identification and prevention of prescribing cascades. CONCLUSION Findings will improve our understanding of how adverse drug events are different between older women and men and inform the development and dissemination of tailored knowledge translation products to reduce the frequency and impact of prescribing cascades.
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Affiliation(s)
- Shelley A Sternberg
- Department of Geriatric Medicine, Maccabi Healthcare Services, Modiin, Israel
| | - Mirko Petrovic
- Section of Geriatrics, Department of Internal Medicine and Paediatrics, Ghent University, Ghent, Belgium
| | - Graziano Onder
- Department of Cardiovascular, Endocrine-Metabolic Diseases and Aging, IstitutoSuperiore di Sanità, Rome, Italy
| | - Antonio Cherubini
- Geriatria, Accettazione geriatrica e Centro di ricerca per l'invecchiamento. IRCCS INRCA, Ancona, Italy
| | - Denis O'Mahony
- Department of Medicine (Geriatrics), School of Medicine, University College Cork, Cork, Ireland
| | - Jerry H Gurwitz
- Division of Geriatric Medicine and Meyers Primary Care Institute, University of Massachusetts Medical School, Worcester, MA, USA
| | - Francesco Pegreffi
- Department for Life Quality Studies, University of Bologna, Bologna, Italy
| | - Robin Mason
- Women's College Research Institute, Women's College Hospital, Toronto, ON, Canada.,Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Jennifer Akerman
- Women's College Research Institute, Women's College Hospital, Toronto, ON, Canada
| | - Lisa McCarthy
- Women's College Research Institute, Women's College Hospital, Toronto, ON, Canada.,Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON, Canada
| | - Andrea Lawson
- Women's College Research Institute, Women's College Hospital, Toronto, ON, Canada
| | - Joyce Li
- Women's College Research Institute, Women's College Hospital, Toronto, ON, Canada
| | - Wei Wu
- Women's College Research Institute, Women's College Hospital, Toronto, ON, Canada
| | - Paula A Rochon
- Women's College Research Institute, Women's College Hospital, Toronto, ON, Canada. .,Department of Medicine, University of Toronto, Toronto, ON, Canada. .,Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada. .,ICES, Toronto, ON, Canada.
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Field TS, Fouayzi H, Crawford S, Kapoor A, Saphirak C, Handler SM, Fisher K, Johnson F, Spenard A, Zhang N, Gurwitz JH. The Association of Nursing Home Characteristics and Quality with Adverse Events After a Hospitalization. J Am Med Dir Assoc 2021; 22:2196-2200. [PMID: 33785310 DOI: 10.1016/j.jamda.2021.02.027] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Revised: 02/08/2021] [Accepted: 02/15/2021] [Indexed: 10/21/2022]
Abstract
BACKGROUND/OBJECTIVES We previously found high rates of adverse events (AEs) for long-stay nursing home residents who return to the facility after a hospitalization. Further evidence about the association of AEs with aspects of the facilities and their quality may support quality improvement efforts directed at reducing risk. DESIGN Prospective cohort analysis. SETTING AND PARTICIPANTS 32 nursing homes in the New England states. A total of 555 long-stay residents contributed 762 returns from hospitalizations. METHODS We measured the association between AEs developing in the 45 days following discharge back to long-term care and characteristics of the nursing homes including bed size, ownership, 5-star quality ratings, registered nurse and nursing assistant hours, and the individual Centers for Medicare & Medicaid Services (CMS) quality indicators. We constructed Cox proportional hazards models controlling for individual resident characteristics that were previously found associated with AEs. RESULTS We found no association of AEs with most nursing home characteristics, including 5-star quality ratings and the composite quality score. Associations with individual quality indicators were inconsistent and frequently not monotonic. Several individual quality indicators were associated with AEs; the highest tertile of percentage of residents with depression (4%-25%) had a hazard ratio (HR) of 1.65 [95% confidence interval (CI) 1.16, 2.35] and the highest tertile of the percentage taking antipsychotic medications (18%-35%) had an HR of 1.58 (CI 1.13, 2.21). The percentage of residents needing increased assistance with activities of daily living was statistically significant but not monotonic; the middle tertile (13% to <20%) had an HR of 1.69 (CI 1.16, 2.47). CONCLUSIONS AND IMPLICATIONS AEs occurring during transitions between nursing homes and hospitals are not explained by the characteristics of the facilities or summary quality scores. Development of risk reduction approaches requires assessment of processes and quality beyond the current quality measures.
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Affiliation(s)
- Terry S Field
- University of Massachusetts Medical School, Worcester, MA, USA; Meyers Primary Care Institute, Worcester, MA, USA.
| | - Hassan Fouayzi
- University of Massachusetts Medical School, Worcester, MA, USA; Meyers Primary Care Institute, Worcester, MA, USA
| | - Sybil Crawford
- University of Massachusetts Medical School, Worcester, MA, USA
| | - Alok Kapoor
- University of Massachusetts Medical School, Worcester, MA, USA
| | | | | | - Kimberly Fisher
- University of Massachusetts Medical School, Worcester, MA, USA
| | | | | | - Ning Zhang
- University of Massachusetts, Amherst, MA, USA
| | - Jerry H Gurwitz
- University of Massachusetts Medical School, Worcester, MA, USA; Meyers Primary Care Institute, Worcester, MA, USA
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Singh S, Cocoros NM, Haynes K, Nair VP, Harkins TP, Rochon PA, Platt R, Dashevsky I, Reynolds J, Mazor KM, Bloomstone S, Anzuoni K, Crawford SL, Gurwitz JH. Identifying prescribing cascades in Alzheimer's disease and related dementias: The calcium channel blocker-diuretic prescribing cascade. Pharmacoepidemiol Drug Saf 2021; 30:1066-1073. [PMID: 33715299 DOI: 10.1002/pds.5230] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2020] [Accepted: 03/08/2021] [Indexed: 12/13/2022]
Abstract
PURPOSE Prescribing cascades occur when a physician prescribes a new drug to address the side-effect of another drug. Persons with Alzheimer's disease and related dementias (ADRD) are at increased risk for prescribing cascades. Our objective was to develop an approach to estimating the proportion of calcium channel blocker-diuretic (CCB-diuretic) prescribing cascades among persons with ADRD in two U.S. health plans. METHODS We identified patients aged ≥50 on January 1, 2017, dispensed a drug to treat ADRD in the 365-days prior to/on cohort entry date. Patients had medical/pharmacy coverage for 1 year before and through cohort entry. We excluded individuals with an institutional stay encounter in the 45 days prior to cohort entry and censored patients based on: disenrollment from coverage, death, or end of data. We identified incident and prevalent CCB use in the 183-days following cohort entry, and identified subsequent incident diuretic use among incident and prevalent CCB-users within 365-days from cohort entry. RESULTS There were 121 538 eligible patients. Approximately 62% were female, with a mean age of 79.5 (SD ±8.6). Overall 2.1% of the cohort experienced a prevalent CCB-diuretic prescribing cascade with 1586 incident diuretic-users among 36 462 prevalent CCB-users (4.3%, 95% CI 4.1-4.6%]); and there were161 incident diuretic-users among 3304 incident CCB-users (4.9%, 95% CI 4.2-5.7%) (incident CCB-diuretic cascade). CONCLUSIONS We describe an approach to identify prescribing cascades in persons with ADRD, which can be used to assess the proportion of prescribing cascades in large cohorts. We determined the proportion of CCB-diuretic prescribing cascades was low.
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Affiliation(s)
- Sonal Singh
- Department of Family Medicine and Community Health, University of Massachusetts Medical School & Meyers Primary Care Institute, Worcester, Massachusetts, USA
| | - Noelle M Cocoros
- Department of Population Medicine, Harvard Medical School / Harvard Pilgrim Health Care Institute, Boston, Massachusetts, USA
| | | | - Vinit P Nair
- Humana Healthcare Research Inc. (Humana), Louisville, Kentucky, USA
| | | | - Paula A Rochon
- Women's College Research Institute, Women's College Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Richard Platt
- Department of Population Medicine, Harvard Medical School / Harvard Pilgrim Health Care Institute, Boston, Massachusetts, USA
| | - Inna Dashevsky
- Department of Population Medicine, Harvard Medical School / Harvard Pilgrim Health Care Institute, Boston, Massachusetts, USA
| | - Juliane Reynolds
- Department of Population Medicine, Harvard Medical School / Harvard Pilgrim Health Care Institute, Boston, Massachusetts, USA
| | - Kathleen M Mazor
- Department of Family Medicine and Community Health, University of Massachusetts Medical School & Meyers Primary Care Institute, Worcester, Massachusetts, USA
| | - Sarah Bloomstone
- Department of Family Medicine and Community Health, University of Massachusetts Medical School & Meyers Primary Care Institute, Worcester, Massachusetts, USA
| | - Kathryn Anzuoni
- Department of Family Medicine and Community Health, University of Massachusetts Medical School & Meyers Primary Care Institute, Worcester, Massachusetts, USA
| | - Sybil L Crawford
- Department of Family Medicine and Community Health, University of Massachusetts Medical School & Meyers Primary Care Institute, Worcester, Massachusetts, USA
| | - Jerry H Gurwitz
- Department of Family Medicine and Community Health, University of Massachusetts Medical School & Meyers Primary Care Institute, Worcester, Massachusetts, USA
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Tisminetzky M, Miozzo R, Gore JM, Gurwitz JH, Lessard D, Yarzebski J, Granillo E, Abu HO, Goldberg RJ. Trends in the magnitude of chronic conditions in patients hospitalized with a first acute myocardial infarction. J Comorb 2021; 11:2633556521999570. [PMID: 33738263 PMCID: PMC7934031 DOI: 10.1177/2633556521999570] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/09/2020] [Revised: 12/09/2020] [Accepted: 02/05/2021] [Indexed: 11/23/2022]
Abstract
Background: Among adults with heart disease, there is a high prevalence of concomitant chronic medical conditions. We studied patients with a first acute myocardial infarction to describe: sample population characteristics; trends of the most prevalent pairs of chronic conditions; and differences in hospital management according to burden of these morbidities. Methods and Results: Patients (n = 1,564) hospitalized with an incident AMI at the 3 major medical centers in central Massachusetts during 2005, 2011, and 2015 comprised the study population. Hospital medical records were reviewed to identify 11 more prevalent chronic conditions. The median age of this population was 68 years and 56% were men. The median number of previously diagnosed chronic conditions was 2. Patients hospitalized during 2015 were more likely to be younger than those hospitalized in the earliest study cohorts. The most common pairs of chronic conditions for those hospitalized in 2005 were: anemia-chronic kidney disease (31%), chronic kidney disease-heart failure (30%), and stroke-atrial fibrillation (27%). Among patients hospitalized during 2011, chronic kidney disease-heart failure (29%), hypertension-hyperlipidemia (27%), and hypertension-diabetes (27%) were the most common pairs whereas hypertension-hyperlipidemia (43%), diabetes-heart failure (30%), and chronic kidney disease-diabetes (23%) were the most frequent pairs recorded in 2015. There was a significant decrease in the odds of undergoing cardiac catheterization and a percutaneous coronary intervention in those with higher chronic disease burden in the most recent as compared to earliest study years. Conclusions: Our findings highlight the magnitude of chronic conditions in patients with AMI and the challenges of caring for this vulnerable population.
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Affiliation(s)
- Mayra Tisminetzky
- Meyers Primary Care Institute, Worcester, MA, USA.,Division of Geriatric Medicine, University of Massachusetts Medical School, Worcester, MA, USA.,Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA, USA
| | - Ruben Miozzo
- Johns Hopkins Bloomberg School of Public Health Baltimore, MD, USA
| | - Joel M Gore
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA, USA.,Division of Cardiovascular Medicine, Department of Medicine, University of Massachusetts Medical School, Worcester MA, USA
| | - Jerry H Gurwitz
- Meyers Primary Care Institute, Worcester, MA, USA.,Division of Geriatric Medicine, University of Massachusetts Medical School, Worcester, MA, USA.,Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA, USA
| | - Darleen Lessard
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA, USA
| | - Jorge Yarzebski
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA, USA
| | - Edgard Granillo
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA, USA
| | - Hawa O Abu
- Division of Cardiovascular Medicine, Department of Medicine, University of Massachusetts Medical School, Worcester MA, USA
| | - Robert J Goldberg
- Meyers Primary Care Institute, Worcester, MA, USA.,Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA, USA
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Herzig SJ, Rothberg MB, Moss CR, Maddaleni G, Bertisch SM, Wong J, Zhou W, Ngo L, Anderson TS, Gurwitz JH, Marcantonio ER. Risk of In-Hospital Falls among Medications Commonly Used for Insomnia in Hospitalized Patients. Sleep 2021; 44:6168917. [PMID: 33710329 DOI: 10.1093/sleep/zsab064] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2020] [Revised: 03/02/2021] [Indexed: 01/19/2023] Open
Abstract
STUDY OBJECTIVES To investigate the risk of in-hospital falls among patients receiving medications commonly used for insomnia in the hospital setting. METHODS Retrospective cohort study of all adult hospitalizations to a large academic medical center from 1/2007 to 7/2013. We excluded patients admitted for a primary psychiatric disorder. Medication exposures of interest, defined by pharmacy charges, included benzodiazepines, non-benzodiazepine benzodiazepine receptor agonists (BZRAs), trazodone, atypical antipsychotics, and diphenhydramine. In-hospital falls were ascertained from an online patient safety reporting system. RESULTS Among the 225,498 hospitalizations (median age = 57 years; 57.9% female) in our cohort, 84,911 (37.7%) had exposure to at least one of the five medication classes of interest; benzodiazepines were the most commonly used (23.5%), followed by diphenydramine (8.3%), trazodone (6.6%), BZRAs (6.4%), and atypical antipsychotics (6.3%). A fall occurred in 2,427 hospitalizations (1.1%). The rate of falls per 1,000 hospital days was greater among hospitalizations with exposure to each of the medications of interest, compared to unexposed: 3.6 versus 1.7 for benzodiazepines (adjusted hazard ratio [aHR] 1.8, 95%CI 1.6-1.9); 5.4 versus 1.8 for atypical antipsychotics (aHR 1.6, 95%CI 1.4-1.8); 3.0 versus 2.0 for BZRAs (aHR 1.5, 95%CI 1.3-1.8); 3.3 versus 2.0 for trazodone (aHR 1.2, 95%CI 1.1-1.5); and 2.5 versus 2.0 for diphenhydramine (aHR 1.2, 95%CI 1.03-1.5). CONCLUSIONS In this large cohort of hospitalizations at an academic medical center, we found an association between each of the sedating medications examined and in-hospital falls. Benzodiazepines, BZRAs, and atypical antipsychotics had the strongest associations.
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Affiliation(s)
- Shoshana J Herzig
- Division of General Medicine, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA.,Harvard Medical School, Boston, MA
| | - Michael B Rothberg
- Center for Value-Based Care Research, Medicine Institute, Cleveland Clinic, Cleveland, OH
| | - Caitlyn R Moss
- Division of General Medicine, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA
| | - Geeda Maddaleni
- Division of General Medicine, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA
| | - Suzanne M Bertisch
- Harvard Medical School, Boston, MA.,Division of Sleep and Circadian Disorders, Brigham and Women's Hospital, Boston, MA
| | - Jenna Wong
- Harvard Medical School, Boston, MA.,Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA
| | - Wenxiao Zhou
- Division of General Medicine, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA
| | - Long Ngo
- Division of General Medicine, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA.,Harvard Medical School, Boston, MA
| | - Timothy S Anderson
- Division of General Medicine, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA.,Harvard Medical School, Boston, MA
| | - Jerry H Gurwitz
- Meyers Primary Care Institute, A Joint Endeavor of University of Massachusetts Medical School, Reliant Medical Group, and Fallon Community Health Plan, Worcester, MA.,University of Massachusetts Medical School, Worcester, MA
| | - Edward R Marcantonio
- Division of General Medicine, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA.,Harvard Medical School, Boston, MA.,Division of Gerontology, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA
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43
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Affiliation(s)
- Jerry H Gurwitz
- Meyers Primary Care Institute, a joint endeavor of University of Massachusetts Medical School, Fallon Health, and Reliant Medical Group, Worcester.,Division of Geriatric Medicine, University of Massachusetts Medical School, Worcester
| | - Mathew S Maurer
- Center for Cardiac Amyloidosis, Division of Cardiology, Department of Internal Medicine, Columbia University Irving Medical Center, New York, New York
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Singh S, Cocoros NM, Haynes K, Nair VP, Harkins TP, Rochon PA, Platt R, Dashevsky I, Reynolds J, Mazor KM, Bloomstone S, Anzuoni K, Crawford SL, Gurwitz JH. Antidopaminergic-Antiparkinsonian Medication Prescribing Cascade in Persons with Alzheimer's Disease. J Am Geriatr Soc 2021; 69:1328-1333. [PMID: 33432578 DOI: 10.1111/jgs.17013] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2020] [Revised: 12/08/2020] [Accepted: 12/11/2020] [Indexed: 12/15/2022]
Abstract
OBJECTIVES Persons living with Alzheimer's disease (AD) may be at increased risk for prescribing cascades due to greater multimorbidity, polypharmacy, and the need for more complex care. Our objective was to assess the proportion of the antidopaminergic-antiparkinsonian medication prescribing cascades among persons living with Alzheimer's disease. SETTING Two large administrative claims databases in the United States. PARTICIPANTS We identified patients aged ≥50 on January 1, 2017, who were dispensed a drug used to treat Alzheimer's disease for at least 1 day in the 365 days prior to or on cohort entry date and who had medical and pharmacy coverage in the 365 days prior to the cohort entry date. We excluded individuals with a recent institutional stay. We identified incident antidopaminergic (antipsychotic/metoclopramide) use in the 183 days following cohort entry and identified subsequent incident antiparkinsonian drug use within 8 to 365 days. RESULTS There were 121,538 patients with Alzheimer's disease eligible for inclusion. Approximately 62% were women with a mean age of 79.5 (SD ± 8.6). The mean number of drugs dispensed was 9.2 (SD ± 4.9). There were 36 incident antiparkinsonian users among 4,534 incident antipsychotic/metoclopramide users (0.8%). CONCLUSION We determined that the proportion of antidopaminergic-antiparkinsonian medication prescribing cascades, widely considered as high-priority, was low. Our approach can be used to assess the proportion of prescribing cascades in populations considered to be at high risk and to prioritize system-level interventional efforts to improve medication safety in these patients.
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Affiliation(s)
- Sonal Singh
- University of Massachusetts Medical School & Meyers Primary Care Institute, Worcester, Massachusetts, USA
| | - Noelle M Cocoros
- Department of Population Medicine, Harvard Medical School/Harvard Pilgrim Health Care Institute, Boston, Massachusetts, USA
| | | | - Vinit P Nair
- Humana Healthcare Research Inc., (Humana), Louisville, Kentucky, USA
| | | | - Paula A Rochon
- Women's College Research Institute, Women's College Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Richard Platt
- Department of Population Medicine, Harvard Medical School/Harvard Pilgrim Health Care Institute, Boston, Massachusetts, USA
| | - Inna Dashevsky
- Department of Population Medicine, Harvard Medical School/Harvard Pilgrim Health Care Institute, Boston, Massachusetts, USA
| | - Juliane Reynolds
- Department of Population Medicine, Harvard Medical School/Harvard Pilgrim Health Care Institute, Boston, Massachusetts, USA
| | - Kathleen M Mazor
- University of Massachusetts Medical School & Meyers Primary Care Institute, Worcester, Massachusetts, USA
| | - Sarah Bloomstone
- University of Massachusetts Medical School & Meyers Primary Care Institute, Worcester, Massachusetts, USA
| | - Kathryn Anzuoni
- University of Massachusetts Medical School & Meyers Primary Care Institute, Worcester, Massachusetts, USA
| | - Sybil L Crawford
- University of Massachusetts Medical School & Meyers Primary Care Institute, Worcester, Massachusetts, USA
| | - Jerry H Gurwitz
- University of Massachusetts Medical School & Meyers Primary Care Institute, Worcester, Massachusetts, USA
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Rochon PA, Stall NM, Gurwitz JH. Making older women visible. Lancet 2021; 397:21. [PMID: 33333004 DOI: 10.1016/s0140-6736(20)32548-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2020] [Accepted: 11/16/2020] [Indexed: 10/22/2022]
Affiliation(s)
- Paula A Rochon
- Women's College Research Institute, Women's College Hospital, Toronto, ON, M5S 1B2, Canada; Department of Medicine and Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada.
| | - Nathan M Stall
- Women's College Research Institute, Women's College Hospital, Toronto, ON, M5S 1B2, Canada; Department of Medicine and Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada; Division of General Internal Medicine and Geriatrics, Sinai Health System and the University Health Network, Toronto, ON, Canada
| | - Jerry H Gurwitz
- Division of Geriatric Medicine and Meyers Primary Care Institute, University of Massachusetts Medical School, Worcester, MA, USA
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Nekui F, Galbraith AA, Briesacher BA, Zhang F, Soumerai SB, Ross-Degnan D, Gurwitz JH, Madden JM. Cost-related Medication Nonadherence and Its Risk Factors Among Medicare Beneficiaries. Med Care 2021; 59:13-21. [PMID: 33298705 PMCID: PMC7735208 DOI: 10.1097/mlr.0000000000001458] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
BACKGROUND Unaffordability of medications is a barrier to effective treatment. Cost-related nonadherence (CRN) is a crucial, widely used measure of medications access. OBJECTIVES Our study examines the current national prevalence of and risk factors for CRN (eg, not filling, skipping or reducing doses) and companion measures in the US Medicare population. RESEARCH DESIGN Survey-weighted analyses included logistic regression and trends 2006-2016. SUBJECTS Main analyses used the 2016 Medicare Current Beneficiary Survey. Our study sample of 12,625 represented 56 million community-dwelling beneficiaries. MEASURES Additional outcome measures were spending less on other necessities in order to pay for medicines and use of drug cost reduction strategies such as requesting generics. RESULTS In 2016, 34.5% of enrollees under 65 years with disability and 14.4% of those 65 years and older did not take their medications as prescribed due to high costs; 19.4% and 4.7%, respectively, experienced going without other essentials to pay for medicines. Near-poor older beneficiaries with incomes $15-25K had 50% higher odds of CRN (vs. >$50K), but beneficiaries with incomes <$15K, more likely to be eligible for the Part D Low-Income Subsidy, did not have significantly higher risk. Three indicators of worse health (general health status, functional limits, and count of conditions) were all independently associated with higher risk of CRN. CONCLUSIONS Changes in the risk profile for CRN since Part D reflect the effectiveness of targeted policies. The persistent prevalence of CRN and associated risks for sicker people in Medicare demonstrate the consequences of high cost-sharing for prescription fills.
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Affiliation(s)
- Farrah Nekui
- School of Pharmacy, Northeastern University, 360 Huntington Ave R218X TF,Boston, MA 02115
| | - Alison A. Galbraith
- Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, 401 Park Drive, Suite 401 East, Boston, MA 02215
| | - Becky A. Briesacher
- School of Pharmacy, Northeastern University, 360 Huntington Ave R218X TF,Boston, MA 02115
| | - Fang Zhang
- Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, 401 Park Drive, Suite 401 East, Boston, MA 02215
| | - Stephen B. Soumerai
- Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, 401 Park Drive, Suite 401 East, Boston, MA 02215
| | - Dennis Ross-Degnan
- Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, 401 Park Drive, Suite 401 East, Boston, MA 02215
| | - Jerry H. Gurwitz
- Meyers Primary Care Institute, 630 Plantation Street, Worcester, MA 01655
- Division of Geriatric Medicine, University of Massachusetts Medical School, Worcester, MA
| | - Jeanne M. Madden
- School of Pharmacy, Northeastern University, 360 Huntington Ave R218X TF,Boston, MA 02115
- Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, 401 Park Drive, Suite 401 East, Boston, MA 02215
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Bloomstone S, Anzuoni K, Cocoros N, Gurwitz JH, Haynes K, Nair VP, Platt R, Rochon PA, Singh S, Mazor KM. Prescribing cascades in persons with Alzheimer's disease: engaging patients, caregivers, and providers in a qualitative evaluation of print educational materials. Ther Adv Drug Saf 2020; 11:2042098620968310. [PMID: 33240479 PMCID: PMC7675869 DOI: 10.1177/2042098620968310] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2020] [Accepted: 08/25/2020] [Indexed: 11/15/2022] Open
Abstract
Introduction Prescribing cascades occur when the side effect of a drug is misinterpreted as a new medical condition, and a second drug is prescribed to address the side effect. Persons with Alzheimer's disease (AD) are at increased risk of prescribing cascades due to greater multimorbidity, polypharmacy, and complexity of care. The objective of this study was to evaluate educational materials about prescribing cascades in persons with AD, and elicit input on their use in a future trial. Methods We interviewed community-dwelling adults with either an AD diagnosis or a prescription drug used to treat AD (n = 12), caregivers of patients meeting the same criteria (n = 14), and providers (n = 15). We coded interview transcripts and organized themes according to the communication-human information processing model. We revised the materials based on the interviews, and surveyed participating caregivers and providers for their reactions to the revised materials. Results Analysis of patients', caregivers', and providers' comments suggest: (a) Providers had conflicting views about the messaging of materials; (b) Caregivers were likely to read letters addressed to patients; (c) Providers were likely to ignore letters, but were receptive to patient/caregiver-initiated conversations; (d) Patients and caregivers had difficulty understanding prescribing cascades; (e) Providers worried that mailed materials would undermine trust; (f) Participants had mixed views on how materials might affect the clinical encounter; (g) Participants felt that materials would improve patient/caregiver engagement. When surveyed, most providers found the revised materials informative and actionable, and most caregivers found them understandable and useful. Conclusions This evaluation of educational materials about prescribing cascades in patients with AD provides strong support for engaging caregivers to communicate with providers about prescribing cascades. By giving patients and caregivers a basic description of the prescribing cascade concept, our educational materials may help them prepare for a conversation with the provider, who can then tailor the discussion of the possible cascade to the specific needs of the individual patient and caregiver. However, evidence on whether materials can stimulate such conversations awaits testing in a future trial. Lay summary Patient, caregiver and provider thoughts on educational materials about prescribing and medication safety Prescribing cascades occur when the side effect of a medication is misinterpreted as a new medical condition, and a second medication is prescribed to treat the side effect. Persons with Alzheimer's disease (AD) are at increased risk of prescribing cascades because they often have more medical conditions, more medications, and more complex care. The goal of this study was to evaluate mailed educational materials about prescribing cascades in persons with AD, and get input on their use in a future study. We interviewed 12 adults with AD, or prescribed a medication to treat AD, 14 caregivers of persons with AD, and 15 providers. We reviewed the interview transcripts to identify important findings about our educational materials. We edited the materials based on the interviews, and sent participating caregivers and providers a questionnaire to get their reactions to the new materials. Important findings from the interviews suggest: (a) Providers had conflicting views about the recommendations given; (b) Caregivers were likely to read letters addressed to patients; (c) Providers were likely to ignore letters, but were receptive to patients/caregivers introducing the topic; (d) Patients and caregivers had difficulty understanding prescribing cascades; (e) Providers worried mailed materials would undermine trust; (f) Participants had mixed views on how materials might affect a doctor's appointment; (g) Participants felt strongly that materials would improve patient/caregiver engagement. When surveyed, almost all providers found the revised materials informative and actionable; and most caregivers found them understandable and useful. These findings provide strong support for engaging caregivers to communicate with providers about prescribing cascades. The educational materials may help patients and caregivers prepare for a conversation with the provider, who can then tailor the discussion of the possible cascade to the specific needs of the individual patient and caregiver. However, evidence on whether materials can stimulate such conversations awaits testing in a future study.
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Affiliation(s)
- Sarah Bloomstone
- University of Massachusetts Medical School, Worcester, MA, USA and Meyers Primary Care Institute, a joint endeavor of University of Massachusetts Medical School, Reliant Medical Group, and Fallon Health, 385 Grove Street, Worcester, MA 01655-0112, USA
| | - Kathryn Anzuoni
- University of Massachusetts Medical School, Worcester, MA, USA and Meyers Primary Care Institute, a joint endeavor of University of Massachusetts Medical School, Reliant Medical Group, and Fallon Health, Worcester, MA, USA
| | - Noelle Cocoros
- Department of Population Medicine, Harvard Medical School/Harvard Pilgrim Health Care Institute, Boston, MA, USA
| | - Jerry H Gurwitz
- University of Massachusetts Medical School, Worcester, MA, USA and Meyers Primary Care Institute, a joint endeavor of University of Massachusetts Medical School, Reliant Medical Group, and Fallon Health, Worcester, MA, USA
| | | | | | - Richard Platt
- Department of Population Medicine, Harvard Medical School/Harvard Pilgrim Health Care Institute, Boston, MA, USA
| | - Paula A Rochon
- Women's College Research Institute, Women's College Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Sonal Singh
- University of Massachusetts Medical School, Worcester, MA, USA and Meyers Primary Care Institute, a joint endeavor of University of Massachusetts Medical School, Reliant Medical Group, and Fallon Health, Worcester, MA, USA
| | - Kathleen M Mazor
- University of Massachusetts Medical School, Worcester, MA, USA and Meyers Primary Care Institute, a joint endeavor of University of Massachusetts Medical School, Reliant Medical Group, and Fallon Health, Worcester, MA, USA
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Gill TM, Bhasin S, Reuben DB, Latham NK, Araujo K, Ganz DA, Boult C, Wu AW, Magaziner J, Alexander N, Wallace RB, Miller ME, Travison TG, Greenspan SL, Gurwitz JH, Rich J, Volpi E, Waring SC, Manini TM, Min LC, Teresi J, Dykes PC, McMahon S, McGloin JM, Skokos EA, Charpentier P, Basaria S, Duncan PW, Storer TW, Gazarian P, Allore HG, Dziura J, Esserman D, Carnie MB, Hanson C, Ko F, Resnick NM, Wiggins J, Lu C, Meng C, Goehring L, Fagan M, Correa-de-Araujo R, Casteel C, Peduzzi P, Greene EJ. Effect of a Multifactorial Fall Injury Prevention Intervention on Patient Well-Being: The STRIDE Study. J Am Geriatr Soc 2020; 69:173-179. [PMID: 33037632 PMCID: PMC8178516 DOI: 10.1111/jgs.16854] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Revised: 09/02/2020] [Accepted: 09/06/2020] [Indexed: 10/23/2022]
Abstract
BACKGROUND/OBJECTIVES In the Strategies to Reduce Injuries and Develop Confidence in Elders (STRIDE) study, a multifactorial intervention was associated with a nonsignificant 8% reduction in time to first serious fall injury but a significant 10% reduction in time to first self-reported fall injury relative to enhanced usual care. The effect of the intervention on other outcomes important to patients has not yet been reported. We aimed to evaluate the effect of the intervention on patient well-being including concern about falling, anxiety, depression, physical function, and disability. DESIGN Pragmatic cluster-randomized trial of 5,451 community-living persons at high risk for serious fall injuries. SETTING A total of 86 primary care practices within 10 U.S. healthcare systems. PARTICIPANTS A random subsample of 743 persons aged 75 and older. MEASUREMENTS The well-being measures, assessed at baseline, 12 months, and 24 months, included a modified version of the Fall Efficacy Scale, Patient-Reported Outcomes Measurement Information System (PROMIS) anxiety and depression scales, and Late-Life Function and Disability Instrument. RESULTS Participants in the intervention (n = 384) and control groups (n = 359) were comparable in age: mean (standard deviation) of 81.9 (4.7) versus 81.8 (5.0) years. Mean scores were similar between groups at 12 and 24 months for concern about falling, physical function, and disability, whereas the intervention group's mean scores on anxiety and depression were .7 points lower (i.e., better) at 12 months and .6 to .8 points lower at 24 months. For each of these outcomes, differences between the groups' adjusted least square mean changes from baseline to 12 and 24 months, respectively, were quantitatively small. The overall difference in means between groups over 2 years was statistically significant only for depression, favoring the intervention: -1.19 (99% confidence interval, -2.36 to -.02), with 3.5 points representing a minimally important difference. CONCLUSIONS STRIDE's multifactorial intervention to reduce fall injuries was not associated with clinically meaningful improvements in patient well-being.
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Affiliation(s)
- Thomas M Gill
- Yale Claude D. Pepper Older Americans Independence Center, Yale University, New Haven, Connecticut, USA
| | - Shalender Bhasin
- Boston Claude D. Pepper Older Americans Independence Center, Research Program in Men's Health: Aging and Metabolism, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - David B Reuben
- Multicampus Program in Geriatric Medicine and Gerontology, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
| | - Nancy K Latham
- Boston Claude D. Pepper Older Americans Independence Center, Research Program in Men's Health: Aging and Metabolism, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Katy Araujo
- Yale Center for Analytical Sciences, Yale University, New Haven, Connecticut, USA
| | - David A Ganz
- Multicampus Program in Geriatric Medicine and Gerontology, David Geffen School of Medicine at UCLA, Los Angeles, California, USA.,Geriatric Research, Education and Clinical Center; Veterans Affairs Greater Los Angeles Healthcare System, Los Angeles, California, USA
| | - Chad Boult
- Johns Hopkins University, Baltimore, Maryland, USA
| | - Albert W Wu
- Johns Hopkins University, Baltimore, Maryland, USA
| | - Jay Magaziner
- University of Maryland School of Medicine, Baltimore, Maryland, USA
| | | | | | - Michael E Miller
- School of Medicine, Wake Forest University, Winston-Salem, North Carolina, USA
| | - Thomas G Travison
- Boston Claude D. Pepper Older Americans Independence Center, Research Program in Men's Health: Aging and Metabolism, Brigham and Women's Hospital, Boston, Massachusetts, USA.,Marcus Institute for Aging Research, Hebrew SeniorLife, Harvard Medical School, Boston, Massachusetts, USA
| | - Susan L Greenspan
- Pittsburgh Claude D. Pepper Older Americans Independence Center, Division of Geriatrics and Gerontology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Jerry H Gurwitz
- Meyers Primary Care Institute, A Joint Endeavor of Reliant Medical Group, Fallon Health and University of Massachusetts Medical School, Worcester, Massachusetts, USA
| | - Jeremy Rich
- HealthCare Partners, El Segundo, California, USA
| | - Elena Volpi
- University of Texas Medical Branch Claude D. Pepper Older Americans Independence Center; Sealy Center on Aging, The University of Texas Medical Branch, Galveston, Texas, USA
| | | | - Todd M Manini
- Department of Aging and Geriatric Research, University of Florida, Gainesville, Florida, USA
| | | | - Jeanne Teresi
- Research Division, Hebrew Home at Riverdale, RiverSpring Health, Bronx, New York, USA
| | | | - Siobhan McMahon
- School of Nursing, University of Minnesota, Minneapolis, Minnesota, USA
| | - Joanne M McGloin
- Yale Claude D. Pepper Older Americans Independence Center, Yale University, New Haven, Connecticut, USA
| | - Eleni A Skokos
- Yale Claude D. Pepper Older Americans Independence Center, Yale University, New Haven, Connecticut, USA
| | - Peter Charpentier
- Yale Center for Analytical Sciences, Yale University, New Haven, Connecticut, USA
| | - Shehzad Basaria
- Boston Claude D. Pepper Older Americans Independence Center, Research Program in Men's Health: Aging and Metabolism, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Pamela W Duncan
- School of Medicine, Wake Forest University, Winston-Salem, North Carolina, USA
| | - Thomas W Storer
- Boston Claude D. Pepper Older Americans Independence Center, Research Program in Men's Health: Aging and Metabolism, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Priscilla Gazarian
- Brigham and Women's Hospital, Boston, Massachusetts, USA.,University of Massachusetts, Boston, Massachusetts, USA
| | - Heather G Allore
- Yale Center for Analytical Sciences, Yale University, New Haven, Connecticut, USA
| | - James Dziura
- Yale Center for Analytical Sciences, Yale University, New Haven, Connecticut, USA
| | - Denise Esserman
- Yale Center for Analytical Sciences, Yale University, New Haven, Connecticut, USA
| | | | | | - Fred Ko
- Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Neil M Resnick
- Pittsburgh Claude D. Pepper Older Americans Independence Center, Division of Geriatrics and Gerontology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | | | - Charles Lu
- Yale Center for Analytical Sciences, Yale University, New Haven, Connecticut, USA
| | - Can Meng
- Yale Center for Analytical Sciences, Yale University, New Haven, Connecticut, USA
| | - Lori Goehring
- Boston Claude D. Pepper Older Americans Independence Center, Research Program in Men's Health: Aging and Metabolism, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Maureen Fagan
- University of Miami Health System, Miami, Florida, USA
| | | | | | - Peter Peduzzi
- Yale Center for Analytical Sciences, Yale University, New Haven, Connecticut, USA
| | - Erich J Greene
- Yale Center for Analytical Sciences, Yale University, New Haven, Connecticut, USA
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Tisminetzky M, Gurwitz JH, Fan D, Reynolds K, Smith DH, Fouayzi H, Sung SH, Goldberg R, Go AS. Noncardiac-Related Morbidity, Mobility Limitation, and Outcomes in Older Adults With Heart Failure. J Gerontol A Biol Sci Med Sci 2020; 75:1981-1988. [PMID: 31813983 DOI: 10.1093/gerona/glz285] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2019] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND To examine the individual and combined associations of noncardiac-related conditions and mobility limitation with morbidity and mortality in adults with heart failure (HF). METHODS We conducted a retrospective cohort study in a large, diverse group of adults with HF from five U.S. integrated healthcare delivery systems. We characterized patients with respect to the presence of noncardiac conditions (<3 vs ≥3) and/or mobility impairment (defined by the use/nonuse of a wheelchair, cane, or walker), categorizing them into four subgroups. Outcomes included all-cause death and hospitalizations for HF or any cause. RESULTS Among 114,553 adults diagnosed with HF (mean age: 73 years old, 46% women), compared with <3 noncardiac conditions/no mobility limitation, adjusted hazard ratios (HR) for all-cause death among those with <3 noncardiac conditions/mobility limitation, ≥3 noncardiac conditions/no mobility limitation, ≥3 noncardiac conditions/mobility limitation (vs) were 1.40 (95% CI, 1.31-1.51), 1.72 (95% CI, 1.69-1.75), and 1.93 (95% CI, 1.85-2.01), respectively. We did not observe an increased risk of any-cause or HF-related hospitalization related to the presence of mobility limitation among those with a greater burden of noncardiac multimorbidity. Consistent findings regarding mortality were observed within groups defined according to age, gender, and HF type (preserved, reduced, mid-range ejection fraction), with the most prominent impact of mobility limitation in those <65 years of age. CONCLUSIONS There is an additive association of mobility limitation, beyond the burden of noncardiac multimorbidity, on mortality for patients with HF, and especially prominent in younger patients.
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Affiliation(s)
- Mayra Tisminetzky
- Meyers Primary Care Institute, A Joint Endeavor of University of Massachusetts Medical School, Reliant Medical Group, and Fallon Health, Worcester, Massachusetts.,Division of Geriatric Medicine, Department of Medicine, University of Massachusetts Medical School, Worcester.,Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester
| | - Jerry H Gurwitz
- Meyers Primary Care Institute, A Joint Endeavor of University of Massachusetts Medical School, Reliant Medical Group, and Fallon Health, Worcester, Massachusetts.,Division of Geriatric Medicine, Department of Medicine, University of Massachusetts Medical School, Worcester.,Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester
| | - Dongjie Fan
- Division of Research, Kaiser Permanente Northern California, Oakland
| | - Kristi Reynolds
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena
| | - David H Smith
- Center for Health Research, Kaiser Permanente Northwest, Portland, Oregon
| | - Hassan Fouayzi
- Meyers Primary Care Institute, A Joint Endeavor of University of Massachusetts Medical School, Reliant Medical Group, and Fallon Health, Worcester, Massachusetts
| | - Sue Hee Sung
- Division of Research, Kaiser Permanente Northern California, Oakland
| | - Robert Goldberg
- Meyers Primary Care Institute, A Joint Endeavor of University of Massachusetts Medical School, Reliant Medical Group, and Fallon Health, Worcester, Massachusetts.,Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester
| | - Alan S Go
- Division of Research, Kaiser Permanente Northern California, Oakland.,Department of Epidemiology and University of California, San Francisco.,Department of Biostatistics and University of California, San Francisco.,Department of Medicine, University of California, San Francisco.,Department of Medicine, Stanford University, California.,Department of Health Research and Policy, Stanford University, California
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50
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Affiliation(s)
- Jerry H Gurwitz
- Meyers Primary Care Institute, a joint endeavor of University of Massachusetts Medical School, Fallon Community Health Plan, and Reliant Medical Group, Worcester, MA, 01605, USA. .,Division of Geriatric Medicine, University of Massachusetts Medical School, Worcester, MA, USA.
| | - Alice Bonner
- Johns Hopkins University School of Nursing, Baltimore, MD, USA.,Institute for Healthcare Improvement, Boston, MA, USA
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