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Dey M, Busby A, Elwell H, Pratt A, Young A, Isaacs J, Nikiphorou E. The use and context of the term 'multimorbidity' in rheumatoid arthritis: a systematic literature review. Rheumatology (Oxford) 2021; 60:3058-3071. [PMID: 33682885 DOI: 10.1093/rheumatology/keab214] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Revised: 02/14/2021] [Accepted: 02/20/2021] [Indexed: 11/14/2022] Open
Abstract
This systematic literature review aimed to analyse terms describing coexisting conditions in the RA literature, informing the need for an operationalized definition of multimorbidity. Articles discussing RA with multimorbidity, published 1946 until August 2020, were identified. The primary outcome was the use and/or definition of 'multimorbidity' in RA. Information extracted included terms defining coexisting conditions, the use of a comorbidity/multimorbidity score and the use of 'index disease' to describe RA (more applicable to comorbidity than multimorbidity). Thirty-nine articles were included. Eight articles used the term 'multimorbidity', 18 used 'comorbidity' and 12 used both terms, 7 synonymously. One used no term. Fourteen articles fully defined the term. The number of co-existing conditions described in included studies was one-121. Twelve articles used a comorbidity/multimorbidity score. Four articles described RA as the 'index disease'. Our results demonstrate inconsistent use of the term multimorbidity. Improved assessment of multimorbidity is indicated in RA patients, including an operationalized use and definition.
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Affiliation(s)
- Mrinalini Dey
- Institute of Life Course and Medical Sciences, University of Liverpool
- Department of Rheumatology, Aintree Hospital, Liverpool University Hospitals NHS Foundation Trust, Liverpool
| | - Amanda Busby
- Centre for Health Services and Clinical Research, Life and Medical Sciences, University of Hertfordshire, Hatfield
| | - Helen Elwell
- British Medical Association Library, BMA House, Tavistock Square, London
| | - Arthur Pratt
- Faculty of Medical Sciences, Newcastle University Translational and Clinical Research Institute
- Musculoskeletal Unit, Newcastle upon Tyne Hospitals NHS Foundation Trust, Freeman Hospital, Newcastle upon Tyne
| | - Adam Young
- Centre for Health Services and Clinical Research, Life and Medical Sciences, University of Hertfordshire, Hatfield
| | - John Isaacs
- Faculty of Medical Sciences, Newcastle University Translational and Clinical Research Institute
- Musculoskeletal Unit, Newcastle upon Tyne Hospitals NHS Foundation Trust, Freeman Hospital, Newcastle upon Tyne
| | - Elena Nikiphorou
- Centre for Rheumatic Diseases, King's College London, London, UK
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Ukhanova MA, Tillotson CJ, Marino M, Huguet N, Quiñones AR, Hatch BA, Schmidt T, DeVoe JE. Uptake of Preventive Services Among Patients With and Without Multimorbidity. Am J Prev Med 2020; 59:621-629. [PMID: 32978012 PMCID: PMC7577968 DOI: 10.1016/j.amepre.2020.04.019] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2020] [Revised: 04/12/2020] [Accepted: 04/27/2020] [Indexed: 11/16/2022]
Abstract
INTRODUCTION Patients with multiple chronic conditions (multimorbidity) are seen commonly in primary care practices and often have suboptimal uptake of preventive care owing to competing treatment demands. The complexity of multimorbidity patterns and their impact on receiving preventive services is not fully understood. This study identifies multimorbidity combinations associated with low receipt of preventive services. METHODS This was a retrospective cohort study of U.S. community health center patients aged ≥19 years. Electronic health record data from 209 community health centers for the January 1, 2014-December 31, 2017 study period were analyzed in 2018-2019. Multimorbidity patterns included physical only, mental health only, and physical and mental health multimorbidity patterns, with no multimorbidity as a reference category. Electronic health record-based preventive ratios (number of months services were up-to-date/total months the patient was eligible for services) were calculated for the 14 preventive services. Negative binomial regression models assessed the relationship between multimorbidity physical and/or mental health patterns and the preventive ratio for each service. RESULTS There was a variation in receipt of preventive care between multimorbidity groups: individuals with mental health only multimorbidity were less likely to be up-to-date with cardiometabolic and cancer screenings than the no multimorbidity group or groups with physical health conditions, and the physical only multimorbidity group had low rates of depression screening. CONCLUSIONS This study provided critical insights into receipt of preventive service among adults with multimorbidity using a more precise method for measuring up-to-date preventive care delivery. Findings would be useful to identify target populations for future intervention programs to improve preventive care.
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Affiliation(s)
- Maria A Ukhanova
- Department of Family Medicine, Oregon Health & Science University, Portland, Oregon.
| | | | - Miguel Marino
- Department of Family Medicine, Oregon Health & Science University, Portland, Oregon; Division of Biostatistics, School of Public Health, Oregon Health & Science University - Portland State University, Portland, Oregon
| | - Nathalie Huguet
- Department of Family Medicine, Oregon Health & Science University, Portland, Oregon
| | - Ana R Quiñones
- Department of Family Medicine, Oregon Health & Science University, Portland, Oregon
| | - Brigit A Hatch
- Department of Family Medicine, Oregon Health & Science University, Portland, Oregon; Research Department, OCHIN Inc., Portland, Oregon
| | | | - Jennifer E DeVoe
- Department of Family Medicine, Oregon Health & Science University, Portland, Oregon
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Majka DS, Lee JY, Peprah YA, Lipiszko D, Friesema E, Ruderman EM, Persell SD. Changes in Care After Implementing a Multifaceted Intervention to Improve Preventive Cardiology Practice in Rheumatoid Arthritis. Am J Med Qual 2018; 34:276-283. [PMID: 30196708 DOI: 10.1177/1062860618798719] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Rheumatoid arthritis (RA) increases cardiovascular disease (CVD) risk. However, CVD risk factor identification and treatment is often inadequate. The authors implemented a multifaceted rheumatology practice intervention to improve CVD risk factor measurement, assessment, and management. The intervention included clinician education, point-of-care decision support, feedback, and care management. The authors measured quality indicators from electronic health records and assessed impact with interrupted time series. Following the intervention, more RA patients had all major CVD risk factors assessed (53% vs 72.2%), and the rate of increase was greater during the intervention period than baseline (difference of 0.74% per month, P = .0016). Moderate- or high-intensity statin prescribing increased (21.6% to 28.2%), but the rate of change was not different from baseline. Several other quality measures did not increase. Although CVD risk factor assessment improved, the intervention did not affect risk factor management and control. Other strategies are needed to optimize CVD prevention in RA.
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Schmidt TJ, Aviña-Zubieta JA, Sayre EC, Abrahamowicz M, Esdaile JM, Lacaille D. Quality of care for cardiovascular disease prevention in rheumatoid arthritis: compliance with hyperlipidemia screening guidelines. Rheumatology (Oxford) 2018; 57:1789-1794. [DOI: 10.1093/rheumatology/key164] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2017] [Indexed: 12/11/2022] Open
Affiliation(s)
- Timothy J Schmidt
- Department of Medicine, Faculty of Medicine, University of British Columbia, Vancouver, Canada
- Arthritis Research Canada, Milan Ilich Arthritis Research Centre, Richmond, Canada
| | - J Antonio Aviña-Zubieta
- Arthritis Research Canada, Milan Ilich Arthritis Research Centre, Richmond, Canada
- Division of Rheumatology, Department of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Eric C Sayre
- Arthritis Research Canada, Milan Ilich Arthritis Research Centre, Richmond, Canada
| | - Michal Abrahamowicz
- Department of Epidemiology and Biostatistics, McGill University, Montreal, Quebec, Canada, Canada
| | - John M Esdaile
- Arthritis Research Canada, Milan Ilich Arthritis Research Centre, Richmond, Canada
- Division of Rheumatology, Department of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Diane Lacaille
- Arthritis Research Canada, Milan Ilich Arthritis Research Centre, Richmond, Canada
- Division of Rheumatology, Department of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
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Widdifield J, Ivers NM, Bernatsky S, Jaakkimainen L, Bombardier C, Thorne JC, Ahluwalia V, Paterson JM, Young J, Wing L, Tu K. Primary Care Screening and Comorbidity Management in Rheumatoid Arthritis in Ontario, Canada. Arthritis Care Res (Hoboken) 2017; 69:1495-1503. [DOI: 10.1002/acr.23178] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2016] [Revised: 12/07/2016] [Accepted: 12/13/2016] [Indexed: 12/12/2022]
Affiliation(s)
- Jessica Widdifield
- Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada, and Research Institute of the McGill University Health Centre and McGill University; Montreal Quebec Canada
| | - Noah M. Ivers
- Institute for Clinical Evaluative Sciences, University of Toronto, and Women's College Hospital; Toronto Ontario Canada
| | - Sasha Bernatsky
- Research Institute of the McGill University Health Centre and McGill University; Montreal Quebec Canada
| | - Liisa Jaakkimainen
- Institute for Clinical Evaluative Sciences and University of Toronto; Toronto Ontario Canada
| | - Claire Bombardier
- University of Toronto and University Health Network; Toronto Ontario Canada
| | - J. Carter Thorne
- University of Toronto, Toronto, Ontario, Canada, and Southlake Regional Health Centre; Newmarket Ontario Canada
| | | | - J. Michael Paterson
- Institute for Clinical Evaluative Sciences and University of Toronto, Toronto, Ontario, Canada, and McMaster University; Hamilton Ontario Canada
| | - Jacqueline Young
- Institute for Clinical Evaluative Sciences; Toronto Ontario Canada
| | - Laura Wing
- Institute for Clinical Evaluative Sciences; Toronto Ontario Canada
| | - Karen Tu
- Institute for Clinical Evaluative Sciences, University of Toronto, Sunnybrook Health Sciences Centre, and University Health Network; Toronto Ontario Canada
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Frayssac T, Fayet F, Rodere M, Savel C, Soubrier M, Pereira B. Translation and adaptation of the French version of the Heart Disease Fact Questionnaire - Rheumatoid Arthritis (HDFQ-RA 1&2). Joint Bone Spine 2016; 84:693-698. [PMID: 27825576 DOI: 10.1016/j.jbspin.2016.09.016] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2016] [Accepted: 09/14/2016] [Indexed: 11/18/2022]
Abstract
OBJECTIVES Rheumatoid arthritis constitutes a cardiovascular risk factor as significant as diabetes, yet remains insufficiently managed. The Heart Disease Fact Questionnaire - Rheumatoid Arthritis (HDFQ-RA1&2) is a self-questionnaire that assesses patients' general knowledge about cardiovascular risk and more specifically associated with rheumatoid arthritis and its treatments. Objectives are to translate and adapt the HDFQ-RA into French and assess its psychometric properties in order for it to be used as instructional material by nurses in therapeutic education. METHODS The questionnaire was translated into French and subsequently back-translated into English pursuant to the "Guidelines for the process of cross-cultural adaptation of self-report measures". Psychometric properties were evaluated in a sample of 60 rheumatoid arthritis patients (test-retest procedure) between June and December 2013. Item content, factor analysis, and Kuder-Richardson's-alpha were used to evaluate acceptability, internal consistency, and reproducibility. RESULTS A culturally acceptable version for French patients was obtained. Cronbach's-alpha coefficient was higher than the usual recommended value of 0.6. Reproducibility was good (agreements measured by Kappa's coefficient >0.56 [recommended value=0.4]). Results showed that knowledge of cardiovascular risk was generally satisfactory (rate of correct responses ≥60%), but specific knowledge of the cardiovascular risk associated with rheumatoid arthritis remained poor, e.g. knowledge of the increased risk associated with rheumatoid arthritis (40% correct responses), higher risk with active rheumatoid arthritis, adverse effect of rheumatoid arthritis on lipid profile and the effects of corticosteroids and NSAIDs on cardiovascular risk. CONCLUSIONS The French-HDFQ-RA is valid for assessing patient knowledge of cardiovascular risk in general and associated with rheumatoid arthritis and its treatments.
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Affiliation(s)
- Thomas Frayssac
- Service de Rhumatologie, C.H.U. G. Montpied, 58, rue Montalembert, BP 69, 63003 Clermont-Ferrand, France
| | - Françoise Fayet
- Service de Rhumatologie, C.H.U. G. Montpied, 58, rue Montalembert, BP 69, 63003 Clermont-Ferrand, France
| | - Malory Rodere
- Service de Rhumatologie, C.H.U. G. Montpied, 58, rue Montalembert, BP 69, 63003 Clermont-Ferrand, France
| | - Carine Savel
- Service de Rhumatologie, C.H.U. G. Montpied, 58, rue Montalembert, BP 69, 63003 Clermont-Ferrand, France
| | - Martin Soubrier
- Service de Rhumatologie, C.H.U. G. Montpied, 58, rue Montalembert, BP 69, 63003 Clermont-Ferrand, France.
| | - Bruno Pereira
- DRCI, Villa IFSI, C.H.U. G, Montpied, 58, rue Montalembert, BP 69, 63003 Clermont-Ferrand, France
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Strom MA, Silverberg JI. Utilization of Preventive Health Care in Adults and Children With Eczema. Am J Prev Med 2016; 50:e33-44. [PMID: 26547540 PMCID: PMC5237391 DOI: 10.1016/j.amepre.2015.07.029] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2015] [Revised: 07/13/2015] [Accepted: 07/17/2015] [Indexed: 10/22/2022]
Abstract
INTRODUCTION Chronic disease is a barrier to delivery of preventive health care and health maintenance. However, health behaviors of adults and children with eczema, a chronic skin disorder, have not been examined. This study examined associations of eczema with vaccination, disease screening, health maintenance, and healthcare utilization. METHODS This study investigated 34,613 adults and 13,298 children from the 2012 National Health Interview Survey, a prospective questionnaire-based study. Data were analyzed between August 2014 and January 2015. RESULTS Adult eczema was associated with higher odds of vaccination for tetanus (OR [95% CI]=1.37 [1.22, 1.54]); influenza (1.23 [1.10, 1.37]); hepatitis A (1.21 [1.04, 1.41]) and B (1.21 [1.07, 1.35]); human papilloma virus (1.66 [1.32, 2.08]); and pneumonia (1.35 [1.19, 1.54]), but not herpes zoster virus (1.07 [0.87, 1.31]). Adult eczema was associated with increased measurement of blood glucose (1.29 [1.16, 1.44]); cholesterol (1.19 [1.06, 1.34]); blood pressure (1.84 [1.56, 2.08]); and HIV infection (1.50 [1.34, 1.70]), but not Pap smears (1.11 [0.95, 1.30]); colon cancer screening (p=0.17); or mammograms (p=0.63). Adults with eczema were more likely to interact with general doctors, mid-level providers, mental health professionals, eye doctors, podiatrists, chiropractors, therapists, obstetrician/gynecologists, and other specialists (p≤0.01). Childhood eczema was associated with higher rates of vaccination for influenza (p<0.0002); well child checkups (p=0.002); and interaction with most types of healthcare providers (p≤0.01). Many associations remained significant in multivariate models controlling for sociodemographics and healthcare interaction frequency. CONCLUSIONS Eczema in adults and children is associated with greater utilization of preventive health care and health maintenance, but not cancer screening.
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Affiliation(s)
- Mark A Strom
- Department of Dermatology, Feinberg School of Medicine at Northwestern University, Chicago, Illinois
| | - Jonathan I Silverberg
- Departments of Dermatology, Preventive Medicine, and Medical Social Sciences, Feinberg School of Medicine at Northwestern University, Chicago, Illinois; Northwestern Medicine Multidisciplinary Eczema Center, Chicago, Illinois.
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Chung CP, Rohan P, Krishnaswami S, McPheeters ML. A systematic review of validated methods for identifying patients with rheumatoid arthritis using administrative or claims data. Vaccine 2014; 31 Suppl 10:K41-61. [PMID: 24331074 DOI: 10.1016/j.vaccine.2013.03.075] [Citation(s) in RCA: 98] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2012] [Revised: 02/15/2013] [Accepted: 03/26/2013] [Indexed: 11/15/2022]
Abstract
PURPOSE To review the evidence supporting the validity of billing, procedural, or diagnosis code, or pharmacy claim-based algorithms used to identify patients with rheumatoid arthritis (RA) in administrative and claim databases. METHODS We searched the MEDLINE database from 1991 to September 2012 using controlled vocabulary and key terms related to RA and reference lists of included studies were searched. Two investigators independently assessed the full text of studies against pre-determined inclusion criteria and extracted the data. Data collected included participant and algorithm characteristics. RESULTS Nine studies reported validation of computer algorithms based on International Classification of Diseases (ICD) codes with or without free-text, medication use, laboratory data and the need for a diagnosis by a rheumatologist. These studies yielded positive predictive values (PPV) ranging from 34 to 97% to identify patients with RA. Higher PPVs were obtained with the use of at least two ICD and/or procedure codes (ICD-9 code 714 and others), the requirement of a prescription of a medication used to treat RA, or requirement of participation of a rheumatologist in patient care. For example, the PPV increased from 66 to 97% when the use of disease-modifying antirheumatic drugs and the presence of a positive rheumatoid factor were required. CONCLUSIONS There have been substantial efforts to propose and validate algorithms to identify patients with RA in automated databases. Algorithms that include more than one code and incorporate medications or laboratory data and/or required a diagnosis by a rheumatologist may increase the PPV.
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Affiliation(s)
- Cecilia P Chung
- Division of Rheumatology, Vanderbilt University School of Medicine, 1161 21st Avenue South, D-3100, Medical Center North, Nashville, TN 37232-2358, USA.
| | - Patricia Rohan
- Office of Biostatistics and Epidemiology, Center for Biologics Evaluation and Research, Food and Drug Administration, WOC1 Building, Room 454S, 1401 Rockville Pike, Rockville, MD 20852-1428, USA
| | - Shanthi Krishnaswami
- Vanderbilt Evidence-based Practice Center, Vanderbilt University Medical Center, Suite 600, 2525 West End Avenue, Nashville, TN 37203-1738, USA.
| | - Melissa L McPheeters
- Vanderbilt Evidence-based Practice Center and Department of Obstetrics and Gynecology, Vanderbilt University Medical Center, Suite 600, 2525 West End Avenue, Nashville, TN 37203-1738, USA.
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Monk HL, Muller S, Mallen CD, Hider SL. Cardiovascular screening in rheumatoid arthritis: a cross-sectional primary care database study. BMC FAMILY PRACTICE 2013; 14:150. [PMID: 24106825 PMCID: PMC3851828 DOI: 10.1186/1471-2296-14-150] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 07/15/2013] [Accepted: 10/09/2013] [Indexed: 01/08/2023]
Abstract
Background Patients with rheumatoid arthritis (RA) are known to be at increased risk of vascular disease. It is not known whether screening for vascular risk factors occurs in primary care. The aim of this study was to determine whether guidance advocating cardiovascular screening in RA patients is being implemented in primary care. Methods This study was undertaken in a UK primary care consultation database. All patients with a diagnosis of RA between 2000 and 2008, and still registered with the GP practice in 2009 were matched by age, gender and GP practice to three non-RA patients. Evidence of screening for five traditional vascular risk factors (blood pressure, lipids, glucose, weight, smoking) was compared in those with and without RA using logistic regression models. A comparison was also made with diabetes. Results 401 RA patients were identified and matched to 1198 non-RA patients. No differences in the overall rates of screening were found (all five risk factors: RA 24.9% vs no RA 25.6%), but RA patients were more likely to have a smoking status recorded (67% versus 62%). In contrast, those with diabetes were up to 12 times as likely to receive vascular screening. Conclusions Despite the excess risk of vascular disease in patients with RA being of a similar magnitude to that seen in diabetes, patients with RA did not receive additional CVD screening in primary care, although this was achieved in patients with diabetes. More emphasis needs to be placed on ensuring those with RA are actively screened for cardiovascular disease in primary care.
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Affiliation(s)
- Helen L Monk
- Arthritis Research UK Primary Care Centre, Primary Care Sciences, Keele University, Keele, UK.
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Ornstein SM, Jenkins RG, Litvin CB, Wessell AM, Nietert PJ. Preventive services delivery in patients with chronic illnesses: parallel opportunities rather than competing obligations. Ann Fam Med 2013; 11:344-9. [PMID: 23835820 PMCID: PMC3704494 DOI: 10.1370/afm.1502] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
PURPOSE Whether patients with 1 or more chronic illnesses are more or less likely to receive recommended preventive services is unclear and an important public health and health care system issue. We addressed this issue in a large national practice-based research network (PBRN) that maintains a longitudinal database derived from electronic health records. METHODS We conducted a cross-sectional study as of October 1, 2011, of the association between being up to date with 10 preventive services and the prevalence of 24 chronic illnesses among 667,379 active patients aged 18 years or older in 148 member practices in a national PBRN. We used generalized linear mixed models to assess for the association of being up to date with each preventive service as a function of the patient's number of chronic conditions, adjusted for patient age and encounter frequency. RESULTS Of the patients 65.4% had at least 1 of the 24 chronic illnesses. For 9 of the 10 preventive services there were strong associations between the odds of being up to date and the presence of chronic illness, even after adjustment for visit frequency and patient age. Odds ratios increased with the number of chronic conditions for 5 of the preventive services. CONCLUSIONS Rather than a barrier, the presence of chronic illness was positively associated with receipt of recommended preventive services in this large national PBRN. This finding supports the notion that modern primary care practice can effectively deliver preventive services to the growing number of patients with multiple chronic illnesses.
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Affiliation(s)
- Steven M Ornstein
- Department of Family Medicine, Medical University of South Carolina, Charleston, SC 29425, USA.
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Miriovsky BJ, Shulman LN, Abernethy AP. Importance of Health Information Technology, Electronic Health Records, and Continuously Aggregating Data to Comparative Effectiveness Research and Learning Health Care. J Clin Oncol 2012; 30:4243-8. [DOI: 10.1200/jco.2012.42.8011] [Citation(s) in RCA: 99] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Rapidly accumulating clinical information can support cancer care and discovery. Future success depends on information management, access, use, and reuse. Electronic health records (EHRs) are highlighted as a critical component of evidence development and implementation, but to fully harness the potential of EHRs, they need to be more than electronic renderings of the traditional paper medical chart. Clinical informatics and structured accessible secure data captured through EHR systems provide mechanisms through which EHRs can facilitate comparative effectiveness research (CER). Use of large linked administrative databases to answer comparative questions is an early version of informatics-enabled CER familiar to oncologists. An updated version of informatics-enabled CER relies on EHR-derived structured data linked with supplemental information to provide patient-level information that can be aggregated and analyzed to support hypothesis generation, comparative assessment, and personalized care. As implementation of EHRs continues to expand, electronic databases containing information collected via EHRs will continuously aggregate; aggregating data enhanced with real-time analytics can provide point-of-care evidence to oncologists, tailored to patient-level characteristics. The system learns when clinical care informs research, and insights derived from research are reinvested in care. Challenges must be overcome, including interoperability, standardization, access, and development of real-time analytics.
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Affiliation(s)
- Benjamin J. Miriovsky
- Benjamin J. Miriovsky and Amy P. Abernethy, Duke University Medical Center, Durham, NC; Lawrence N. Shulman, Dana-Farber Cancer Institute, Boston, MA
| | - Lawrence N. Shulman
- Benjamin J. Miriovsky and Amy P. Abernethy, Duke University Medical Center, Durham, NC; Lawrence N. Shulman, Dana-Farber Cancer Institute, Boston, MA
| | - Amy P. Abernethy
- Benjamin J. Miriovsky and Amy P. Abernethy, Duke University Medical Center, Durham, NC; Lawrence N. Shulman, Dana-Farber Cancer Institute, Boston, MA
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Bartels CM, Kind AJH, Everett C, Mell M, McBride P, Smith M. Low frequency of primary lipid screening among medicare patients with rheumatoid arthritis. ACTA ACUST UNITED AC 2011; 63:1221-30. [PMID: 21305507 DOI: 10.1002/art.30239] [Citation(s) in RCA: 55] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
OBJECTIVE Although studies have demonstrated suboptimal preventive care in RA patients, performance of primary lipid screening (i.e., testing before cardiovascular disease [CVD], CVD risk equivalents, or hyperlipidemia is evident) has not been systematically examined. The purpose of this study was to examine associations between primary lipid screening and visits to primary care providers (PCPs) and rheumatologists among a national sample of older RA patients. METHODS This retrospective cohort study examined a 5% Medicare sample that included 3,298 RA patients without baseline CVD, diabetes mellitus, or hyperlipidemia, who were considered eligible for primary lipid screening during the years 2004-2006. The outcome was probability of lipid screening by the relative frequency of primary care and rheumatology visits, or seeing a PCP at least once each year. RESULTS Primary lipid screening was performed in only 45% of RA patients. Overall, 65% of patients received both primary and rheumatology care, and 50% saw a rheumatologist as often as a PCP. Any primary care predicted more lipid screening than lone rheumatology care (26% [95% confidence interval (95% CI) 21-32]). As long as a PCP was involved, performance of lipid screening was similar regardless of the balance between primary and rheumatology visits (44-48% [95% CI 41-51]). Not seeing a PCP at least annually decreased screening by 22% (adjusted risk ratio 0.78 [95% CI 0.71-0.84]). CONCLUSION Primary lipid screening was performed in fewer than half of eligible RA patients, highlighting a key target for CVD risk reduction efforts. Annual visits to a PCP improved lipid screening, although performance remained poor (51%). Half of RA patients saw their rheumatologist as often or more often than they saw a PCP, illustrating the need to study optimal partnerships between PCPs and rheumatologists for screening patients for CVD risks.
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Curtis JR, Arora T, Narongroeknawin P, Taylor A, Bingham CO, Cush J, Saag KG, Safford M, Delzell E. The delivery of evidence-based preventive care for older Americans with arthritis. Arthritis Res Ther 2010; 12:R144. [PMID: 20637072 PMCID: PMC2945038 DOI: 10.1186/ar3086] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2010] [Revised: 05/27/2010] [Accepted: 07/16/2010] [Indexed: 11/29/2022] Open
Abstract
INTRODUCTION Previous research suggests patients with rheumatoid arthritis (RA) may receive suboptimal care with respect to preventive tests and services. We evaluated the proportion of older Americans with RA, psoriatic arthritis (PsA), and osteoarthritis (OA) receiving these services and the specialty of the providers delivering this care. METHODS Using data from 1999 to 2006 from the Medicare Chronic Conditions Warehouse, we identified persons age >/= 65 in the national 5% sample. Over the required five-year observation period, we identified tests and services recommended for older adults and the associated healthcare provider. Services of interest included dual energy x-ray absorptiometry (DXA), influenza and pneumococcal vaccination, hyperlipidemia lab testing, mammography and colonoscopy. RESULTS After accounting for the sampling fraction, we identified 141,140 RA, 6,300 PsA, and 770,520 OA patients eligible for analysis. Over five years, a majority of RA, PsA, and OA patients were tested for hyperlipidemia (84%, 89% and 87% respectively) and received DXA (69%, 75%, and 52%). Only approximately one-third of arthritis patients received pneumococcal vaccination; 19% to 22% received influenza vaccination each year. Approximately 20% to 35% of arthritis patients never underwent mammography and colonoscopy over five years. Concomitant care from both a rheumatologist and a primary care physician was significantly associated with a greater likelihood of receiving almost all preventive tests and services. CONCLUSIONS Among older Americans on Medicare, the absolute proportion of persons with arthritis receiving various recommended preventive services and screening tests was substantially less than 100%. Improved co-management between primary care and arthritis physicians may in part improve the delivery of preventive care for arthritis patients, but novel systematic interventions in this area are needed.
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Affiliation(s)
- Jeffrey R Curtis
- Division of Clinical Immunology and Rheumatology, Department of Medicine, University of Alabama at Birmingham, 510 20th Street South, FOT 805D, Birmingham, AL 35294, USA
- Department of Epidemiology, University of Alabama at Birmingham, 1530 3rd Ave So, Birmingham, AL 35294, USA
| | - Tarun Arora
- Department of Epidemiology, University of Alabama at Birmingham, 1530 3rd Ave So, Birmingham, AL 35294, USA
| | - Pongthorn Narongroeknawin
- Division of Clinical Immunology and Rheumatology, Department of Medicine, University of Alabama at Birmingham, 510 20th Street South, FOT 805D, Birmingham, AL 35294, USA
| | - Allison Taylor
- Department of Epidemiology, University of Alabama at Birmingham, 1530 3rd Ave So, Birmingham, AL 35294, USA
| | - Clifton O Bingham
- Division of Rheumatology, Department of Medicine, Johns Hopkins University, 5200 Eastern Ave, Baltimore, MD 21224, USA
| | - Jack Cush
- Baylor Research Institute, 3434 Live Oak St, Dallas, TX 75204, USA
| | - Kenneth G Saag
- Division of Clinical Immunology and Rheumatology, Department of Medicine, University of Alabama at Birmingham, 510 20th Street South, FOT 805D, Birmingham, AL 35294, USA
- Department of Epidemiology, University of Alabama at Birmingham, 1530 3rd Ave So, Birmingham, AL 35294, USA
| | - Monika Safford
- Division of Preventive Medicine, Department of Medicine, University of Alabama at Birmingham, 1530 3rd Ave So, Birmingham, AL 35294, USA
| | - Elizabeth Delzell
- Department of Epidemiology, University of Alabama at Birmingham, 1530 3rd Ave So, Birmingham, AL 35294, USA
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