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Lidón-Muñoz FM, Quesada JA, Gil-Guillén VF, Orozco-Beltrán D. Efficacy of an intervention to increase therapeutic adherence in patients with secondary prevention for cardiovascular disease: a study protocol for a randomized controlled trial. Front Med (Lausanne) 2025; 11:1510744. [PMID: 39839644 PMCID: PMC11747688 DOI: 10.3389/fmed.2024.1510744] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2024] [Accepted: 12/18/2024] [Indexed: 01/23/2025] Open
Abstract
Introduction Cardiovascular diseases represent the leading cause of mortality worldwide. This category includes cerebrovascular disease, ischemic heart disease, and peripheral vascular disease. Secondary prevention is effective for patients with a history of cardiovascular events, with antihypertensives, statins, and acetylsalicylic acid being the most prescribed drugs. Therapeutic adherence is crucial, as the lack of it increases morbidity, mortality, reduces quality of life, and raises healthcare costs. However, less than half of patients adhere to all three drugs within the first year post-event. Furthermore, non-adherence is more pronounced in primary care. Objective Based on our hypothesis that in patients undergoing cardiovascular secondary prevention, an intervention grounded in the application of the Chronic Care Model improves adherence to the three preventive drugs, this study aims to evaluate the efficacy of a health education intervention, which implements this model, to increase adherence in patients with cardiovascular disease. Methods An open-label randomized controlled trial will be conducted, selecting patients who meet inclusion criteria through consecutive non-probability sampling. Random assignment will be performed using the random number table method. Based on a therapeutic adherence rate of 50% in the control group and 80% in the intervention group, with a type I error of 5% (95% confidence interval), a type II error of 20% (80% power), and accounting for a 15% loss to follow-up, the final sample size will be of 45 patients per group. Follow-up will last for 1 year. Following data collection, univariate, bivariate, and multivariate analyses will be performed to isolate confounding factors and assess the intervention's impact on adherence. Discussion If the results obtained in this study are favorable and the intervention is successful in enhancing therapeutic adherence, its applicability would be substantial, representing a feasible intervention for implementation in primary care. This approach addresses a significant public health issue, namely the lack of therapeutic adherence and its associated consequences. Moreover, this is particularly pertinent for high-risk patients, such as those in secondary prevention, given that cardiovascular disease remains the leading cause of mortality in developed countries. This trial has been registered at clinicalTrials.gov, https://clinicaltrials.gov/study/NCT06510946.
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Affiliation(s)
| | - José Antonio Quesada
- Department of Clinical Medicine, Miguel Hernández University of Elche, San Juan de Alicante, Spain
- Research Network on Chronicity Primary Care and Prevention and Health Promotion, Alicante, Spain
- Primary Care Research Center, Miguel Hernandez University of Elche, San Juan de Alicante, Spain
| | - Vicente Francisco Gil-Guillén
- Department of Clinical Medicine, Miguel Hernández University of Elche, San Juan de Alicante, Spain
- Research Network on Chronicity Primary Care and Prevention and Health Promotion, Alicante, Spain
- Primary Care Research Center, Miguel Hernandez University of Elche, San Juan de Alicante, Spain
| | - Domingo Orozco-Beltrán
- Department of Clinical Medicine, Miguel Hernández University of Elche, San Juan de Alicante, Spain
- Research Network on Chronicity Primary Care and Prevention and Health Promotion, Alicante, Spain
- Primary Care Research Center, Miguel Hernandez University of Elche, San Juan de Alicante, Spain
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Byfield RL, Xiao R, Shimbo D, Kronish IM, Furth SL, Amaral S, Cohen JB. Antihypertensive medication nonadherence and target organ damage in children with chronic kidney disease. Pediatr Nephrol 2024; 39:221-231. [PMID: 37442816 PMCID: PMC10790151 DOI: 10.1007/s00467-023-06059-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Revised: 05/30/2023] [Accepted: 05/31/2023] [Indexed: 07/15/2023]
Abstract
BACKGROUND Nonadherence is common in children with chronic kidney disease (CKD). This may contribute to inadequate blood pressure control and adverse outcomes. This study examined associations between antihypertensive medication nonadherence, ambulatory blood pressure monitoring (ABPM) parameters, kidney function, and cardiac structure among children with CKD. METHODS We performed secondary analyses of data from the CKD in Children (CKiD) study, including participants with treated hypertension who underwent ABPM, laboratory testing, and echocardiography biannually. Nonadherence was defined by self-report of any missed antihypertensive medication 7 days prior to the study visit. Linear regression and mixed-effects models were used to assess the association of nonadherence with baseline and time-updated ABPM profiles, estimated glomerular filtration rate (eGFR), urine protein to creatinine ratio (UPCR), and left ventricular mass index (LVMI). RESULTS Five-hundred and eight participants met inclusion criteria, followed for a median of 2.9 years; 212 (42%) were female, with median age 13 years (IQR 10-16), median baseline eGFR 49 (33-64) ml/min/1.73 m2 and median UPCR 0.4 (0.1-1.0) g/g. Nonadherence occurred in 71 (14%) participants. Baseline nonadherence was not significantly associated with baseline 24-h ABPM parameters (for example, mean 24-h SBP [β - 0.1, 95% CI - 2.7, 2.5]), eGFR (β 1.0, 95% CI - 0.9, 1.2), UCPR (β 1.1, 95% CI - 0.8, 1.5), or LVMI (β 0.6, 95% CI - 1.6, 2.9). Similarly, there were no associations between baseline nonadherence and time-updated outcome measures. CONCLUSIONS Self-reported antihypertensive medication nonadherence occurred in 1 in 7 children with CKD. We found no associations between nonadherence and kidney function or cardiac structure over time. A higher resolution version of the Graphical abstract is available as Supplementary information.
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Affiliation(s)
- Rushelle L Byfield
- Division of Pediatric Nephrology and Hypertension, Department of Pediatrics, Columbia University Vagelos College of Physicians and Surgeons, 622 West 168th Street, PH17-102E, NY, 10032, New York, USA.
- Division of Nephrology, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
| | - Rui Xiao
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Daichi Shimbo
- Columbia Hypertension Center, Department of Medicine, Columbia University Irving Medical Center, New York, NY, USA
| | - Ian M Kronish
- Center for Behavioral Cardiovascular Health, Columbia University Irving Medical Center, New York, NY, USA
| | - Susan L Furth
- Division of Nephrology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Sandra Amaral
- Division of Nephrology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Jordana B Cohen
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Renal-Electrolyte and Hypertension Division, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
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Volpe M, Pegoraro V, Heiman F, Cipelli R. Extemporaneous combination therapy with amlodipine/zofenopril in hypertensive patients: a real-world data analysis in Italy. Curr Med Res Opin 2023; 39:1593-1601. [PMID: 36946189 DOI: 10.1080/03007995.2023.2192607] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Accepted: 03/15/2023] [Indexed: 03/23/2023]
Abstract
OBJECTIVES To provide clinical characteristics and to quantify the number of patients receiving the extemporaneous combination of the calcium channel blocker amlodipine and the angiotensin converting enzyme inhibitor zofenopril in a real-world setting. This evidence can provide a snapshot of the potential users of the two molecules in a single pill combination (SPC). METHODS Retrospective observational study using data from the IQVIA Italian Longitudinal Patient Database. Adult patients firstly prescribed with amlodipine and zofenopril between 1 July 2011 and 30 June 2020 were identified and demographic and clinical characteristics were extracted. Treatment adherence was evaluated as proportion of days covered (PDC). The potential number of patients eligible for a SPC was calculated. RESULTS A population of 2394 hypertensive patients, mean age of 68.6 years ±12.7, 52.6% male were treated with amlodipine and zofenopril. The majority of patients (54.5%) were low adherent (PDC <40%), 25.9% were intermediate adherent and only 19.6% were high adherent (>80%) to therapy. Around 42,500 adult hypertensive patients were estimated to be prescribed the extemporaneous combination in 2019 in Italy, being potentially eligible for treatment with amlodipine and zofenopril SPC. CONCLUSIONS The administration of the extemporaneous combination of zofenopril and amlodipine in hypertensive patients is a common practice in Italy. The development of a SPC can be a viable treatment option to simplify therapy and to increase adherence in hypertensive patients who are already on the two monotherapies in combination.
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Affiliation(s)
- Massimo Volpe
- Department of Clinical and Molecular Medicine, Sapienza University of Rome, Rome, Italy
- IRCCS San Raffaele, Rome, Italy
| | | | - Franca Heiman
- RWS Department, IQVIA Solutions Italy S.r.l, Milan, Italy
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Peacock E, Muntner P, Craig LS, Silver J, Mills KT, Chen J, Shi L, Whelton PK, He J, Krousel-Wood M. Defining Meaningful Change in Antihypertensive Medication Adherence in Adults with Established Hypertension: Implications for Clinical Practice. Med Clin North Am 2023; 107:e39-e52. [PMID: 38609280 PMCID: PMC11233029 DOI: 10.1016/j.mcna.2023.06.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/14/2024]
Abstract
Uncontrolled hypertension and low antihypertensive medication adherence remain significant clinical challenges. There is a critical need to detect meaningful change in adherence in clinical settings. The authors determined that a ≥2-point change in the 4-item Krousel-Wood Medication Adherence Scale score represents meaningful change in antihypertensive medication adherence. Among a sample of participants in an ongoing clinical trial, 5.9% experienced a decline in adherence, which was associated with higher blood pressure (BP) and a higher prevalence of uncontrolled BP at 6 months. Meaningful change in medication adherence behavior may be key in managing hypertension to improve BP control and health outcomes.
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Affiliation(s)
- Erin Peacock
- Department of Medicine, Tulane University School of Medicine, 1430 Tulane Avenue, New Orleans, LA 70112
- Center for Health Outcomes, Implementation, and Community-Engaged Science, Tulane University School of Medicine, 1430 Tulane Avenue, New Orleans, LA 70112
| | - Paul Muntner
- Department of Epidemiology, University of Alabama at Birmingham, 1665 University Boulevard, Birmingham, AL 35233
| | - Leslie S. Craig
- Department of Medicine, Tulane University School of Medicine, 1430 Tulane Avenue, New Orleans, LA 70112
| | - Julia Silver
- Department of Medicine, Tulane University School of Medicine, 1430 Tulane Avenue, New Orleans, LA 70112
| | - Katherine T. Mills
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, 1440 Canal Street, New Orleans, LA 70112
| | - Jing Chen
- Department of Medicine, Tulane University School of Medicine, 1430 Tulane Avenue, New Orleans, LA 70112
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, 1440 Canal Street, New Orleans, LA 70112
| | - Lizheng Shi
- Department of Health Policy and Management, Tulane University School of Public Health and Tropical Medicine, 1440 Canal Street, New Orleans, LA 70112
| | - Paul K. Whelton
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, 1440 Canal Street, New Orleans, LA 70112
| | - Jiang He
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, 1440 Canal Street, New Orleans, LA 70112
| | - Marie Krousel-Wood
- Department of Medicine, Tulane University School of Medicine, 1430 Tulane Avenue, New Orleans, LA 70112
- Center for Health Outcomes, Implementation, and Community-Engaged Science, Tulane University School of Medicine, 1430 Tulane Avenue, New Orleans, LA 70112
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, 1440 Canal Street, New Orleans, LA 70112
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Böhm AK, Schneider U, Stargardt T. Economic Effects of Fixed-Dose Versus Loose-Dose Combination Therapy for Type 2 Diabetes Patients. APPLIED HEALTH ECONOMICS AND HEALTH POLICY 2023; 21:109-118. [PMID: 36310297 PMCID: PMC9834204 DOI: 10.1007/s40258-022-00760-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Accepted: 08/18/2022] [Indexed: 06/16/2023]
Abstract
OBJECTIVE We examined the effects of fixe-dose combinations (FDCs) versus loose-dose combinations (LDCs) on costs from the payer and patient perspective and investigated potential channels contributing to differences in costs between the two modes of treatment. METHODS We investigated administrative data from 2017 to 2020 on diabetes patients in Germany. After using prospensity-score matching to remove dissimilarities between FDC and LDC patients, we compared changes in costs with a difference-in-differences approach. We analyzed pharmaceutical costs, inpatient and outpatient costs, other costs and total healthcare costs from the payer perspective, and co-payments from the patient perspective. RESULTS The sample comprised 1117 FDC and 1272 LDC patients. Regression analysis revealed that FDC therapy significantly increased antidiabetic pharmaceutical spending in the first year by 5.5% (p < 0.01), but decreased co-payments by 33% (p < 0.01) in the first and 44% (p < 0.01) in the second year. We also observed a trend towards higher outpatient spending in the first year. No significant differences were found with respect to inpatient or other costs. The increase in antidiabetic pharmaceutical spending did not contribute to a significant increase in total healthcare expenditure. We identified a shift of co-payments to the payer and higher adherence as possible mechanisms behind the increase in antidiabetic pharmaceutical spending. CONCLUSION Although FDC therapy increased disease-specific pharmaceutical spending in the short term, this increase did not lead to differences in total healthcare costs from the payer perspective. From the patient perspective, FDC therapy may be the preferred treatment approach, because of significant saving in co-payments, which is likely attributable to the elimination of one co-payment and therefore a shift in costs to the payer.
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Affiliation(s)
- Anna-Katharina Böhm
- Hamburg Center for Health Economics, University of Hamburg, Esplanade 36, 20354, Hamburg, Germany.
| | | | - Tom Stargardt
- Hamburg Center for Health Economics, University of Hamburg, Esplanade 36, 20354, Hamburg, Germany
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Alalawneh M, Berardi A, Nuaimi N, Basheti IA. Improving Syrian refugees' knowledge of medications and adherence following a randomized control trial assessing the effect of a medication management review service. PLoS One 2022; 17:e0276304. [PMID: 36240214 PMCID: PMC9565448 DOI: 10.1371/journal.pone.0276304] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2020] [Accepted: 08/23/2022] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Syrian refugees living in Jordan have many chronic conditions and use many medications. Pharmacists delivering the Medication Management Review (MMR) service can have a role in improving this growing global refugees' problem. OBJECTIVES To assess the effect of the MMR service on adherence to treatment therapy and knowledge of chronic medications for Syrian refugees residing in Jordan. METHODS This randomized intervention control single-blinded study was conducted in Jordan. Syrian refugees were recruited and randomized into intervention and control groups. Two home visits were delivered to each participant, at baseline and three months later. All participants completed questionnaires regarding adherence and knowledge. As a part of the MMR service, treatment-related problems (TRPs) were recognized for all patients; recommendations to resolve these TRPs were only delivered to intervention group refugees' physicians; TRPs were corrected. At follow-up, TRPs assessment, adherence and medication knowledge were assessed for all refugee participants. RESULTS Participants (n = 106; intervention n = 53, control n = 53) had a number of medications and diagnosed chronic diseases of 5.8 ± 2.1 and 2.97 ± 1.16 per participant respectively. A significant improvement in the adherence and knowledge scores were noted in the intervention (P < 0.001 for both) but not the control group (P = 0.229, P = 0.07 respectively). CONCLUSION The MMR service can significantly improve refugees' TRPs, adherence to therapy and knowledge of chronic medications. If this approach was extended to the large scale, many refugees in need would be able to access a quality essential health-care service; a step towards achieving universal health coverage. TRIAL REGISTRATION Registry: ClinicalTrials.gov Identifier: NCT04554810.
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Affiliation(s)
- Majdoleen Alalawneh
- Department of Pharmaceutical Sciences, College of Pharmacy, QU Health, Qatar University, Doha, Qatar
| | - Alberto Berardi
- Department of Pharmaceutical Sciences and Pharmaceutics, Faculty of Pharmacy, Applied Science Private University, Amman, Jordan
| | - Nabeel Nuaimi
- Department of Clinical Pharmacy, College of Pharmacy, AlNoor University College, Mosul, Iraq
| | - Iman A. Basheti
- Department of Clinical Pharmacy and Therapeutics, Faculty of Pharmacy, Applied Sciences Private University, Amman, Jordan
- School of Pharmacy, The University of Sydney, Sydney, Australia
- * E-mail:
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7
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Yu S, Guo X, Li G, Yang H, Zheng L, Sun Y. Low educational status correlates with a high incidence of mortality among hypertensive subjects from Northeast Rural China. Front Public Health 2022; 10:951930. [PMID: 36091501 PMCID: PMC9453591 DOI: 10.3389/fpubh.2022.951930] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Accepted: 08/08/2022] [Indexed: 01/24/2023] Open
Abstract
Objective Cumulative evidence indicates that education plays a major role in predicting cardiovascular risk factors. In this study, we intend to examine the possible relationship between education status and mortality in a large general subject from rural China. Methods Adult hypertensive subjects (n = 5,227, age = 57.22 ± 10.18 years; 49.1% men) were recruited from general population surveys (Northeast China Rural Cardiovascular Health Study). Their educational status was categorized into two groups as follows: (1) Low education (illiterate or lower than primary school) and (2) medium-high education (higher than primary school). Cardiometabolic comorbidities, related cardiovascular risk factors, and echocardiographic measurements were analyzed in both groups. Results Less educated hypertensive subjects had significantly higher prevalence of obesity, diabetes, dyslipidemia, and left ventricular hypertrophy than medium-high educated hypertensive subjects. In the medium-high educated subjects, a significant increase in left ventricular ejection fraction and lower rate of antihypertensive medication was found. Cox proportional hazards analysis indicated that medium-high education was independently associated with all-cause mortality (hazard ratio = 0.76; 95% confidence interval, 0.58, 0.99; P = 0.043) and cardiovascular mortality (hazard ratio = 0.65; 95% confidence interval, 0.44, 0.96; P = 0.028). Conclusion Education may act as the best predictor of all-cause and cardiovascular mortality in rural hypertensive subjects. This finding suggests that in rural areas, education is likely to represent a cardiovascular specific risk factor and should be evaluated in the strategies of hypertension.
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Affiliation(s)
- Shasha Yu
- Department of Cardiology, First Hospital of China Medical University, Shenyang, China
| | - Xiaofan Guo
- Department of Cardiology, First Hospital of China Medical University, Shenyang, China
| | - GuangXiao Li
- Department of Clinical Epidemiology, Institute of Cardiovascular Diseases, First Hospital of China Medical University, Shenyang, China
| | - Hongmei Yang
- Department of Cardiology, First Hospital of China Medical University, Shenyang, China
| | - Liqiang Zheng
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Yingxian Sun
- Department of Cardiology, First Hospital of China Medical University, Shenyang, China,*Correspondence: Yingxian Sun
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Peacock E, Craig LS, Krousel-Wood M. Electronic health strategies to improve medication adherence in patients with cardiometabolic disease: current status and future directions. Curr Opin Cardiol 2022; 37:307-316. [PMID: 35731675 PMCID: PMC9228772 DOI: 10.1097/hco.0000000000000971] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
PURPOSE OF REVIEW Enabled by widespread technological advancements, electronic health (eHealth) strategies have expanded rapidly over the last decade, presenting opportunities to support self-management including medication adherence for cardiometabolic disease control. eHealth can minimize access barriers to medications, enable timely assessment and shared decision-making, and provide medication reminders and health data feedback. This review summarizes current evidence for effectiveness of eHealth strategies for improving medication adherence in patients with hypertension, type 2 diabetes, and/or hyperlipidemia, and identifies priorities for future research. RECENT FINDINGS Current research supports the effectiveness of eHealth strategies to improve medication adherence and clinical outcomes for cardiometabolic disease. Although patient acceptability of eHealth strategies is generally high, engagement may decline over time. In addition, differences in effectiveness across intervention characteristics and sociodemographic groups are understudied, limiting generalizability and tailoring of interventions to local health system resources, culture, and patient needs or preferences. SUMMARY eHealth is a promising tool for addressing low medication adherence. Further work incorporating rigorous evaluation, assessment of patient engagement over time and effectiveness of intervention characteristics and components, and a health equity lens addressing eHealth use in vulnerable groups will increase understanding of the full potential of eHealth for improving medication adherence in diverse patients with cardiometabolic disease.
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Affiliation(s)
- Erin Peacock
- Department of Medicine, Tulane University School of Medicine, New Orleans, Louisiana
| | - Leslie S. Craig
- Department of Medicine, Tulane University School of Medicine, New Orleans, Louisiana
| | - Marie Krousel-Wood
- Department of Medicine, Tulane University School of Medicine, New Orleans, Louisiana
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, Louisiana
- Center for Outcomes and Health Services Research, Ochsner Health System, New Orleans, Louisiana
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Norberg H, Sjölander M, Glader EL, Gustafsson M. Self-reported medication adherence and pharmacy refill adherence among persons with ischemic stroke: a cross-sectional study. Eur J Clin Pharmacol 2022; 78:869-877. [PMID: 35156130 PMCID: PMC9005421 DOI: 10.1007/s00228-022-03284-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Accepted: 01/24/2022] [Indexed: 12/20/2022]
Abstract
Purpose To describe and compare self-reported medication adherence assessed with the 5-item version of Medication Adherence Report Scale (MARS-5) and pharmacy refill adherence based on data from the Swedish Prescribed Drug Register (SPDR) among persons with ischemic stroke, and to investigate independent predictors associated with respective assessments. Methods A study questionnaire was sent to persons with ischemic stroke registered in the Swedish Stroke Register between Dec 2011 and March 2012, and who lived at home 3 months after discharge. The primary outcome was dichotomized to adherent/non-adherent based on MARS-5 and SPDR and analyzed with multivariable logistic regression. Adherence according to MARS-5 was defined as score 23 or higher (out of 25). Adherence according to SPDR was defined as at least one filled statin prescription recorded in SPDR in each 6-month interval during 2 years of follow-up. Results Of 420 participants, 367 (87%) and 329 (78%) were adherent according to MARS-5 and SPDR, respectively, and 294 (70%) participants were adherent according to both assessments. A significant association was shown between medication adherence according to the two assessments (p = 0.020). Independent predictors associated with medication adherence according to MARS-5 were female sex, while factors associated with SPDR were male sex and being younger. Conclusions The majority of participants were classified as adherent, 87% according to MARS-5 and 78% based on data from SPDR. However, only 70% were adherent according to both MARS-5 and SPDR, and different predictors were associated with the different measurements, suggesting that these assessments are measuring different aspects of adherence. Supplementary information The online version contains supplementary material available at 10.1007/s00228-022-03284-4.
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Affiliation(s)
- Helena Norberg
- Department of Integrative Medical Biology, Umeå University, S-901 87, Umea, Sweden.
| | - Maria Sjölander
- Department of Integrative Medical Biology, Umeå University, S-901 87, Umea, Sweden
| | - Eva-Lotta Glader
- Department of Public Health and Clinical Medicine, Umeå University, S-901 87, Umea, Sweden
| | - Maria Gustafsson
- Department of Integrative Medical Biology, Umeå University, S-901 87, Umea, Sweden
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Krousel-Wood M, Craig LS, Peacock E, Zlotnick E, O’Connell S, Bradford D, Shi L, Petty R. Medication Adherence: Expanding the Conceptual Framework. Am J Hypertens 2021; 34:895-909. [PMID: 33693474 DOI: 10.1093/ajh/hpab046] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Revised: 02/22/2021] [Accepted: 03/05/2021] [Indexed: 12/21/2022] Open
Abstract
Interventions targeting traditional barriers to antihypertensive medication adherence have been developed and evaluated, with evidence of modest improvements in adherence. Translation of these interventions into population-level improvements in adherence and clinical outcomes among older adults remains suboptimal. From the Cohort Study of Medication Adherence among Older adults (CoSMO), we evaluated traditional barriers to antihypertensive medication adherence among older adults with established hypertension (N = 1,544; mean age = 76.2 years, 59.5% women, 27.9% Black, 24.1% and 38.9% low adherence by proportion of days covered (i.e., PDC <0.80) and the 4-item Krousel-Wood Medication Adherence Scale (i.e., K-Wood-MAS-4 ≥1), respectively), finding that they explained 6.4% and 14.8% of variance in pharmacy refill and self-reported adherence, respectively. Persistent low adherence rates, coupled with low explanatory power of traditional barriers, suggest that other factors warrant attention. Prior research has investigated explicit attitudes toward medications as a driver of adherence; the roles of implicit attitudes and time preferences (e.g., immediate vs. delayed gratification) as mechanisms underlying adherence behavior are emerging. Similarly, while associations of individual-level social determinants of health (SDOH) and medication adherence are well reported, there is growing evidence about structural SDOH and specific pathways of effect. Building on published conceptual models and recent evidence, we propose an expanded conceptual framework that incorporates implicit attitudes, time preferences, and structural SDOH, as emerging determinants that may explain additional variation in objectively and subjectively measured adherence. This model provides guidance for design, implementation, and assessment of interventions targeting sustained improvement in implementation medication adherence and clinical outcomes among older women and men with hypertension.
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Affiliation(s)
- Marie Krousel-Wood
- Department of Medicine, Tulane University School of Medicine, New Orleans, Louisiana, USA
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, Louisiana, USA
| | - Leslie S Craig
- Department of Medicine, Tulane University School of Medicine, New Orleans, Louisiana, USA
| | - Erin Peacock
- Department of Medicine, Tulane University School of Medicine, New Orleans, Louisiana, USA
| | - Emily Zlotnick
- Department of Medicine, Tulane University School of Medicine, New Orleans, Louisiana, USA
| | - Samantha O’Connell
- Office of Academic Affairs, Tulane University, New Orleans, Louisiana, USA
| | - David Bradford
- Department of Public Administration and Policy, University of Georgia, Athens, Georgia, USA
| | - Lizheng Shi
- Department of Health Policy and Management, Tulane University School of Public Health and Tropical Medicine, New Orleans, Louisiana, USA
| | - Richard Petty
- Department of Psychology, The Ohio State University, Columbus, Ohio, USA
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Östbring MJ, Eriksson T, Petersson G, Hellström L. Effects of a pharmaceutical care intervention on clinical outcomes and patient adherence in coronary heart disease: the MIMeRiC randomized controlled trial. BMC Cardiovasc Disord 2021; 21:367. [PMID: 34334142 PMCID: PMC8327441 DOI: 10.1186/s12872-021-02178-0] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Accepted: 07/23/2021] [Indexed: 01/22/2023] Open
Abstract
Background In the treatment of coronary heart disease, secondary prevention goals are still often unmet and poor adherence to prescribed drugs has been suggested as one of the reasons. We aimed to investigate whether pharmaceutical care by a pharmacist at the cardiology clinic trained in motivational interviewing improves clinical outcomes and patient adherence. Methods This was a prospective, randomized, controlled, outcomes-blinded trial designed to compare pharmaceutical care follow-up with standard care. After standard follow-up at the cardiology clinic, patients in the intervention group were seen by a clinical pharmacist two to five times as required over seven months. Pharmacists were trained to use motivational interviewing in the consultations and they tailored their support to each patient’s clinical needs and beliefs about medicines. The primary study end-point was the proportion of patients who reached the treatment goal for low-density lipoprotein cholesterol by 12 months after discharge. The key secondary outcome was patient adherence to lipid-lowering therapy at 15 months after discharge, and other secondary outcomes were the effects on patient adherence to other preventive drugs, systolic blood pressure, disease-specific quality of life, and healthcare use. Results 316 patients were included. The proportion of patients who reached the target for low-density lipoprotein cholesterol were 37.0% in the intervention group and 44.2% in the control group (P = .263). More intervention than control patients were adherent to cholesterol-lowering drugs (88 vs 77%; P = .033) and aspirin (97 vs 91%; P = .036) but not to beta-blocking agents or renin–angiotensin–aldosterone system inhibitors. Conclusions Our intervention had no positive effects on risk factors for CHD, but it increased patient adherence. Further investigation of the intervention process is needed to explore the difference in results between patient adherence and medication effects. Longer follow-up of healthcare use and mortality will determine if the increased adherence per se eventually will have a meaningful effect on patient health. Trial registration: ClinicalTrials.gov NCT02102503, 03/04/2014 retrospectively registered. Supplementary Information The online version contains supplementary material available at 10.1186/s12872-021-02178-0.
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Affiliation(s)
- Malin Johansson Östbring
- eHealth Institute, Department of Medicine and Optometry, Linnaeus University, Kalmar, Sweden. .,Pharmaceutical Department, Region Kalmar County, Building 2, floor 2, County Council Hospital, 391 85, Kalmar, Sweden.
| | - Tommy Eriksson
- Department of Biomedical Science, and Biofilm - Research Center for Biointerfaces, Malmö University, Malmö, Sweden
| | - Göran Petersson
- eHealth Institute, Department of Medicine and Optometry, Linnaeus University, Kalmar, Sweden
| | - Lina Hellström
- eHealth Institute, Department of Medicine and Optometry, Linnaeus University, Kalmar, Sweden.,Pharmaceutical Department, Region Kalmar County, Building 2, floor 2, County Council Hospital, 391 85, Kalmar, Sweden
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12
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Craig LS, Peacock E, Mohundro BL, Silver JH, Marsh J, Johnson TC, Kelly PA, Bazzano LA, Cunningham M, Petty RE, Krousel‐Wood M. Implicit and Explicit Attitudes Toward Antihypertensive Medications Explain Variation in Pharmacy Refill and Self-Reported Adherence Beyond Traditional Risk Factors: Potential Novel Mechanism Underlying Adherence. J Am Heart Assoc 2021; 10:e018986. [PMID: 33660523 PMCID: PMC8174192 DOI: 10.1161/jaha.120.018986] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/18/2020] [Accepted: 01/13/2021] [Indexed: 12/21/2022]
Abstract
Background In pursuit of novel mechanisms underlying persistent low medication adherence rates, we assessed contributions of implicit and explicit attitudes, beyond traditional risk factors, in explaining variation in objective and subjective antihypertensive medication adherence. Methods and Results Implicit and explicit attitudes were assessed using the difference scores from the computer-based Single Category Implicit Association Test and the Necessity and Concerns subscales of the Beliefs about Medicines Questionnaire, respectively. Antihypertensive medication adherence was measured using pharmacy refill proportion of days covered (PDC: mean PDC, low PDC <0.8) and the self-report 4-item Krousel-Wood Medication Adherence Scale (K-Wood-MAS-4: mean K-Wood-MAS-4, low adherence via K-Wood-MAS-4 ≥1). Hierarchical logistic and linear regression models controlled for traditional risk factors including social determinants of health, explicit, and implicit attitudes in a stepwise fashion. Community-dwelling insured participants (n=85: 44.7% female; 20.0% Black; mean age, 62.3 years; 43.5% low PDC, and 31.8% low adherence via K-Wood-MAS-4) had mean (SD) explicit and implicit attitude scores of 7.188 (5.683) and 0.035 (0.334), respectively. Low PDC was inversely associated with more positive explicit (adjusted odds ratio [aOR], 0.87; 95% CI, 0.78-0.98; P=0.022) and implicit (aOR, 0.12; 95% CI, 0.02-0.80; P=0.029) attitudes, which accounted for an additional 8.6% (P=0.016) and 6.5% (P=0.029) of variation in low PDC, respectively. Lower mean K-Wood-MAS-4 scores (better adherence) were associated only with more positive explicit attitudes (adjusted β, -0.04; 95% CI, -0.07 to -0.01; P=0.026); explicit attitudes explained an additional 5.6% (P=0.023) of K-Wood-MAS-4 variance. Conclusions Implicit and explicit attitudes explained significantly more variation in medication adherence beyond traditional risk factors, including social determinants of health, and should be explored as potential mechanisms underlying adherence behavior.
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Affiliation(s)
- Leslie S. Craig
- Department of MedicineTulane University School of MedicineNew OrleansLA
| | - Erin Peacock
- Department of MedicineTulane University School of MedicineNew OrleansLA
| | | | - Julia H. Silver
- Department of MedicineTulane University School of MedicineNew OrleansLA
| | - James Marsh
- Department of MedicineTulane University School of MedicineNew OrleansLA
| | - Taylor C. Johnson
- Department of MedicineTulane University School of MedicineNew OrleansLA
| | - P. Adam Kelly
- Department of MedicineTulane University School of MedicineNew OrleansLA
- Southeast Louisiana Veterans Health Care SystemNew OrleansLA
| | - Lydia A. Bazzano
- Department of EpidemiologyTulane University School of Public Health and Tropical MedicineNew OrleansLA
| | - Michael Cunningham
- Department of PsychologyTulane University School of Science and EngineeringNew OrleansLA
| | | | - Marie Krousel‐Wood
- Department of MedicineTulane University School of MedicineNew OrleansLA
- Department of EpidemiologyTulane University School of Public Health and Tropical MedicineNew OrleansLA
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13
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Li J, Zhang Z, Si S, Wang B, Xue F. Antihypertensive medication adherence and cardiovascular disease risk: A longitudinal cohort study. Atherosclerosis 2021; 320:24-30. [PMID: 33516044 DOI: 10.1016/j.atherosclerosis.2021.01.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/11/2020] [Revised: 12/04/2020] [Accepted: 01/07/2021] [Indexed: 10/22/2022]
Abstract
BACKGROUND AND AIMS Few studies estimated the impact of antihypertensive adherence on cardiovascular diseases (CVD) in a longitudinal cohort with presence of time-dependent confounders. This study aims to assess the association between antihypertensive adherence and CVD using marginal structural Cox model (MSM-Cox) and to characterize blood pressure (BP) trajectories of patients with different adherence. METHODS This longitudinal study included 16,896 hypertensive patients receiving antihypertensive medication. The median follow-up time was 3.5 years (25th to 75th, 1.75-4.75 years). BP and medication adherence were measured four times every year. We used MSM-Cox and Cox model to assess association between antihypertensive adherence and CVD events. The linear mixed-effects model was used to characterize BP trajectories of patients with different adherence, and the area under curves (AUC) was calculated as BP burden. RESULTS We documented 4735 CVD events, crude incidence of CVD was 80.8 (95% CI, 78.1-83.4) and 112.6 (95% CI, 107.2-118.0) per 1000 person-years for baseline high-adherence and low-adherence, respectively. Compared with high adherence, the adjusted hazard ratio (HR) for association between low adherence with CVD was 1.75 (95%CI, 1.62-1.89) and 1.34 (95%CI, 1.26-1.42) based on the MSM-Cox and the Cox model, respectively. The BP burden and fluctuation range of BP trajectory in low-adherence patients were larger than those of high-adherence patients. Patients with high adherence got 28% greater reduction of BP burden than low-adherence patients. CONCLUSIONS Antihypertensive adherence was more strongly associated with the risk of CVD than conventional regression analyses based on a single adherence measurement.
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Affiliation(s)
- Jiqing Li
- Department of Biostatistics, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong, China; Healthcare Big Data Research Institute, Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong, China
| | - Zhentang Zhang
- Qingdao Huangdao District Center for Disease Control and Prevention, Qingdao, 266400, Shandong, China
| | - Shucheng Si
- Department of Biostatistics, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong, China; Healthcare Big Data Research Institute, Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong, China
| | - Bojie Wang
- Department of Biostatistics, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong, China; Healthcare Big Data Research Institute, Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong, China
| | - Fuzhong Xue
- Department of Biostatistics, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong, China; Healthcare Big Data Research Institute, Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong, China.
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14
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Crockett KB, Wen Y, Overton ET, Jackson EA, Rosenson RS, Muntner P, Colantonio LD. One-year statin persistence and adherence in adults with HIV in the United States. J Clin Lipidol 2021; 15:181-191. [PMID: 33341376 PMCID: PMC7887025 DOI: 10.1016/j.jacl.2020.11.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Revised: 10/16/2020] [Accepted: 11/03/2020] [Indexed: 11/23/2022]
Abstract
BACKGROUND Statin persistence and adherence are low among US adults. Most individuals with HIV in the US have high adherence to antiretroviral therapy (ART), but less is known about their statin persistence and adherence. OBJECTIVES We analyzed persistence and adherence to statin therapy among adults with and without HIV. METHODS We analyzed claims data from adults in the MarketScan database who initiated statin therapy between 2007 and 2016. People with HIV (n = 5619) were frequency matched 1-to-4 to those without HIV (n = 22,476) based on age, sex, and calendar year of statin initiation. Statin persistence was defined by having dispensed statin medication during the last 90 days of the 365 days following initiation. High statin adherence was defined as a proportion of days covered (PDC) ≥0.80 during the 365 days following initiation. Among people with HIV, the PDC for each ART was calculated. RESULTS The mean age of the study population was 51 years and 85.8% were men. Statin persistence was higher among adults with versus without HIV (72.8% versus 65.2%, multivariable-adjusted prevalence ratio 1.13, 95%CI 1.11-1.15). Among those who were persistent, a higher proportion of people with versus without HIV had high statin adherence (69.6% versus 59.9%, multivariable-adjusted prevalence ratio 1.16, 95%CI 1.13-1.19). Among people with HIV and high ART adherence (minimum PDC ≥0.90), 34.6% had a PDC for statin therapy <0.80. CONCLUSION Adults with HIV were more persistent and adherent to statin medications versus those without HIV. However, a high proportion of adults with HIV had low statin adherence.
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Affiliation(s)
- Kaylee B Crockett
- Department of Health Care Organization and Policy, School of Public Health, University of Alabama at Birmingham, Birmingham, AL, USA.
| | - Ying Wen
- Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Edgar T Overton
- Division of Infectious Diseases, School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Elizabeth A Jackson
- Division of Cardiovascular Disease, School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Robert S Rosenson
- Mount Sinai Heart, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Paul Muntner
- Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Lisandro D Colantonio
- Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, AL, USA
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15
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Choo E, Jung M, Shin J, Lee S. Comparing the Sensitivities of Measures of Adherence to Antihypertensive Drugs Using Korean National Health Insurance Claims Data. Patient Prefer Adherence 2021; 15:1717-1728. [PMID: 34408405 PMCID: PMC8360770 DOI: 10.2147/ppa.s322745] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2021] [Accepted: 07/29/2021] [Indexed: 01/04/2023] Open
Abstract
PURPOSE Numerous studies have utilized various forms of adherence measures. However, methods for measuring adherence are inconsistent. Moreover, few studies are available that have compared sensitivities of the effects of several criteria on medication adherence. This study aims to compare measures of adherence using varied analytical decisions. MATERIALS AND METHODS We included three measures for adherence: proportion of days covered with one or more medications (PDCwith≥1), duration weighted mean PDC (PDCwm), and daily polypharmacy possession ratio (DPPR). We compared the sensitivities of the measures by changing parameters in the Korean nationwide claims database. First, we used PDCwith≥1 as our base model. Then, we divided an adherence measure algorithm into three categories: (1) definition of data cleaning, (2) inclusion criteria and observation period, and (3) calculation methods of medication adherence. The categories included eight decision nodes that incorporated 25 alternative options. Finally, we assessed the medication adherence for the base-case with commonly used values and then varied to measure with each alternative option. RESULTS The base-case included 14,288 beneficiaries with antihypertensives. Among eight decisions, both handling an end-date-of-study and overlaps had the strongest impacts on measuring PDCwith≥1, PDCwm, and DPPR, with small differences in sample size. Instead of the estimates of adherence from PDCwm, those of PDCwith≥1 and DPPR were similar. Furthermore, a tendency toward a higher medication adherence was observed with a smaller study population. CONCLUSION The decisions regarding identifying an end-date-of-study and overlaps showed meaningful impacts of all three measures including PDCwith≥1, PDCwm, and DPPR on measuring medication adherence.
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Affiliation(s)
- Eunjung Choo
- Division of Clinical Pharmacy, College of Pharmacy, Ajou University, Suwon, Republic of Korea
| | - Minji Jung
- Division of Clinical Pharmacy, College of Pharmacy, Ajou University, Suwon, Republic of Korea
| | - Jaekyu Shin
- Department of Clinical Pharmacy, School of Pharmacy, University of California, San Francisco, CA, USA
| | - Sukhyang Lee
- Division of Clinical Pharmacy, College of Pharmacy, Ajou University, Suwon, Republic of Korea
- Correspondence: Sukhyang Lee Division of Clinical Pharmacy, College of Pharmacy, Ajou University, 206 Worldcup-ro Yeongtong-gu, Suwon, 16499, Republic of KoreaTel +82-31-219-3443Fax +82-31-219-3435 Email
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16
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Peacock E, Joyce C, Craig LS, Lenane Z, Holt EW, Muntner P, Krousel-Wood M. Low medication adherence is associated with decline in health-related quality of life: results of a longitudinal analysis among older women and men with hypertension. J Hypertens 2021; 39:153-161. [PMID: 32675745 PMCID: PMC7752228 DOI: 10.1097/hjh.0000000000002590] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2020] [Revised: 06/16/2020] [Accepted: 06/21/2020] [Indexed: 01/11/2023]
Abstract
OBJECTIVE The aim of this study was to determine the association of low antihypertensive medication adherence with decline in health-related quality of life (HRQOL) over 1 year. METHODS We used data from older men and women with hypertension (n = 1525) enrolled in the Cohort Study of Medication Adherence among Older Adults. Adherence was measured using the validated self-report four-item Krousel-Wood Medication Adherence Scale (K-Wood-MAS-4) (low adherence = score ≥1) and prescription refill-based proportion of days covered (PDC) (low adherence = PDC < 0.80). We defined decline in HRQOL as a decrease in Mental Component Summary (MCS) or Physical Component Summary (PCS) score (from the RAND 36-Item Health Survey 1.0 administered at two time points - at the time of adherence assessment and 1 year later) equivalent to the minimal important difference (MID) for each respective summary score, calculated as the average of MID estimates derived from distribution and anchor-based approaches. RESULTS The prevalence of low adherence was 38.6% using the K-Wood-MAS-4 and 23.9% using PDC. On the basis of mean MID estimates of 4.40 for MCS and 5.16 for PCS, 21.8 and 25.2% of participants experienced a decline in MCS and PCS, respectively, over 1 year. Low adherence was associated with a decline in MCS for K-Wood-MAS-4 [prevalence ratio = 1.32, 95% confidence interval (95% CI) 1.08-1.62, P = 0.008], but not PDC (prevalence ratio = 1.17, 95% CI 0.94-1.47, P = 0.168). Low adherence was not associated with decline in PCS (K-Wood-MAS-4: prevalence ratio = 0.95, 95% CI 0.79-1.16; PDC: prevalence ratio = 1.10, 95% CI 0.90-1.35). CONCLUSION Low self-report medication adherence is associated with decline in mental HRQOL over 1 year in older adults with hypertension.
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Affiliation(s)
- Erin Peacock
- Tulane University School of Medicine, New Orleans, Louisiana
| | - Cara Joyce
- Loyola University Stritch School of Medicine, Chicago, Illinois
| | - Leslie S. Craig
- Tulane University School of Medicine, New Orleans, Louisiana
| | - Zachary Lenane
- San Mateo County Behavioral Health and Recovery Services, San Mateo, California
| | | | - Paul Muntner
- University of Alabama at Birmingham School of Public Health, Birmingham, Alabama
| | - Marie Krousel-Wood
- Tulane University School of Medicine, New Orleans, Louisiana
- Tulane University School of Public Health and Tropical Medicine, New Orleans, Louisiana
- Ochsner Health System, New Orleans, Louisiana, USA
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17
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Owsiany MT, Hawley CE, Paik JM. Differential Diagnoses and Clinical Implications of Medication Nonadherence in Older Patients with Chronic Kidney Disease: A Review. Drugs Aging 2020; 37:875-884. [PMID: 33030671 DOI: 10.1007/s40266-020-00804-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/22/2020] [Indexed: 12/16/2022]
Abstract
Older adults with chronic kidney disease (CKD) often have many comorbidities, which requires them to take multiple medications. As the number of daily medications prescribed increases, the risk for polypharmacy increases. Understanding and improving medication adherence in this patient population is vital to avoiding the drug-related adverse events of polypharmacy. The primary objective of this review is to summarize the existing literature and to understand the factors leading to medication nonadherence in older patients with CKD. In this review, we discuss the prevalence of polypharmacy, the current lack of consensus on the incidence of medication nonadherence, the heterogeneity of assessing medication adherence, and the most common differential diagnoses for medication nonadherence in this population. Specifically, the most common differential diagnoses for medication nonadherence in older adults with CKD are (1) medication complexity; (2) cognitive impairment; (3) low health literacy; and (4) systems-based barriers. We provide tailored strategies to address these differential diagnoses and subsequently improve medication adherence. The clinical implications include deprescribing to decrease medication complexity and polypharmacy, utilizing a team-based approach to identify and support patients with cognitive impairment, enriching communication between health providers and patients with low health literacy, and improving health care access to address systems-based barriers. Further research is needed to determine the effects of addressing these differential diagnoses and medication adherence in older adults with CKD.
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Affiliation(s)
- Montgomery T Owsiany
- New England Geriatric Research, Education and Clinical Center, VA Boston Healthcare System, 150 South Huntington Avenue, Boston, MA, 12D-94, USA
| | - Chelsea E Hawley
- New England Geriatric Research, Education and Clinical Center, VA Boston Healthcare System, 150 South Huntington Avenue, Boston, MA, 12D-94, USA
| | - Julie M Paik
- New England Geriatric Research, Education and Clinical Center, VA Boston Healthcare System, 150 South Huntington Avenue, Boston, MA, 12D-94, USA. .,Renal Section, VA Boston Healthcare System, Boston, MA, USA. .,Renal Division and Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA. .,Harvard Medical School, Boston, MA, USA.
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18
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Colantonio LD, Hubbard D, Monda KL, Mues KE, Huang L, Dai Y, Jackson EA, Brown TM, Rosenson RS, Woodward M, Muntner P, Farkouh ME. Atherosclerotic Risk and Statin Use Among Patients With Peripheral Artery Disease. J Am Coll Cardiol 2020; 76:251-264. [DOI: 10.1016/j.jacc.2020.05.048] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/09/2020] [Accepted: 05/15/2020] [Indexed: 10/23/2022]
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19
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Doll JA, Kaltenbach LA, Anstrom KJ, Cannon CP, Henry TD, Fonarow GC, Choudhry NK, Fonseca E, Bhalla N, Eudicone JM, Peterson ED, Wang TY. Impact of a Copayment Reduction Intervention on Medication Persistence and Cardiovascular Events in Hospitals With and Without Prior Medication Financial Assistance Programs. J Am Heart Assoc 2020; 9:e014975. [PMID: 32299284 PMCID: PMC7428537 DOI: 10.1161/jaha.119.014975] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Background Hospitals commonly provide a short‐term supply of free P2Y12 inhibitors at discharge after myocardial infarction, but it is unclear if these programs improve medication persistence and outcomes. The ARTEMIS (Affordability and Real‐World Antiplatelet Treatment Effectiveness After Myocardial Infarction Study) trial randomized hospitals to usual care versus waived P2Y12 inhibitor copayment costs for 1‐year post‐myocardial infarction. Whether the impact of this intervention differed between hospitals with and without pre‐existing medication assistance programs is unknown. Methods and Results In this post hoc analysis of the ARTEMIS trial, we examined the associations of pre‐study free medication programs and the randomized copayment voucher intervention with P2Y12 inhibitor persistence (measured by pharmacy fills and patient report) and major adverse cardiovascular events using logistic regression models including a propensity score. Among 262 hospitals, 129 (49%) offered pre‐study free medication assistance. One‐year P2Y12 inhibitor persistence and major adverse cardiovascular events risks were similar between patients treated at hospitals with and without free medication programs (adjusted odds ratio 0.93, 95% CI, 0.82–1.05 and hazard ratio 0.92, 95% CI, 0.80–1.07, respectively). The randomized copayment voucher intervention improved persistence, assessed by pharmacy fills, in both hospitals with (53.6% versus 44.0%, adjusted odds ratio 1.45, 95% CI, 1.20–1.75) and without (59.0% versus 48.3%, adjusted odds ratio 1.46, 95% CI, 1.25–1.70) free medication programs (Pinteraction=0.71). Differences in patient‐reported persistence were not significant after adjustment. Conclusions While hospitals commonly report the ability to provide free short‐term P2Y12 inhibitors, we did not find association of this with medication persistence or major adverse cardiovascular events among patients with insurance coverage for prescription medication enrolled in the ARTEMIS trial. An intervention that provided copayment assistance vouchers for 1 year was successful in improving medication persistence in hospitals with and without pre‐existing short‐term medication programs. Registration URL: https://www.clinicaltrials.gov/. Unique identifier: NCT02406677.
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Affiliation(s)
- Jacob A Doll
- VA Puget Sound Health Care System Seattle WA.,University of Washington Seattle WA
| | | | | | | | - Timothy D Henry
- The Carl and Edyth Lindner Center for Research and Education at The Christ Hospital Cincinnati OH.,Cedars-Sinai Medical Center Los Angeles CA
| | | | - Niteesh K Choudhry
- Center for Healthcare Delivery Sciences Brigham and Women's Hospital and Harvard Medical School Boston MA
| | | | | | | | - Eric D Peterson
- Duke University Durham NC.,Duke Clinical Research Institute Durham NC
| | - Tracy Y Wang
- Duke University Durham NC.,Duke Clinical Research Institute Durham NC
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20
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Hasani D, Bahrami M, Ahanghar H, Kamalinejad M, Faghihzadeh S, Dadmehr M. A Review on the Hypotheses about Arterial Hypertension from the Viewpoint of Traditional Persian Medicine. Galen Med J 2020; 9:e1065. [PMID: 34466543 PMCID: PMC8343878 DOI: 10.31661/gmj.v9i0.1065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2017] [Revised: 03/15/2018] [Accepted: 01/21/2019] [Indexed: 11/16/2022] Open
Abstract
Hypertension is one of the most common chronic diseases in recent decades worldwide. It has been distinguished as the main risk factor of coronary artery disease, aortic dissection, heart failure, renal failure, cerebrovascular diseases, and death. In recent years, the global attention has been paid to complementary medicine to preventive, diagnostic and treatment strategies for hypertension, in previous studies, the history of hypertension from the viewpoint of traditional Persian medicine have been reviewed and several hypotheses raised. In this article, we present the concept of an Iranian physician namely Ali ibn Sahl Rabban al-Tabari on hypertension, which has not been considered properly until now. He defined a state called "Hayajan al-dam" that has clinical manifestations similar to hypertension, although these are not the same, also, we reviewed the viewpoint of other Persian medicine scholars namely Rhazes, Haly Abbas, Akhawayni and Avicenna for this topic.
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Affiliation(s)
- Davoud Hasani
- School of Medicine, Zanjan University of Medical Sciences, Zanjan, Iran
| | - Mohsen Bahrami
- Research Institute for Islamic and Complementary Medicine, Iran University of Medical Sciences, Tehran, Iran
- School of Traditional Medicine, Iran University of Medical Sciences, Tehran, Iran
- Correspondence to: Mohsen Bahrami MD, Ph.D., School of Persian Medicine, Iran University of Medical Sciences (IUMS), Tehran, Iran Telephone Number: 00989124390499 Email Address:
| | - Hassan Ahanghar
- Department of Cardiology, School of Medicine, Zanjan University of Medical Sciences, Zanjan, Iran
| | - Mohammad Kamalinejad
- Department of Pharmacognosy, School of Pharmacy, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Soghrat Faghihzadeh
- Department of Biostatistics and Epidemiology, School of Medicine, Zanjan University of Medical Science, Zanjan, Iran
| | - Majid Dadmehr
- Research Institute for Islamic and Complementary Medicine, Iran University of Medical Sciences, Tehran, Iran
- School of Traditional Medicine, Iran University of Medical Sciences, Tehran, Iran
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21
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Colantonio LD, Rosenson RS, Deng L, Monda KL, Dai Y, Farkouh ME, Safford MM, Philip K, Mues KE, Muntner P. Adherence to Statin Therapy Among US Adults Between 2007 and 2014. J Am Heart Assoc 2020; 8:e010376. [PMID: 30616455 PMCID: PMC6405715 DOI: 10.1161/jaha.118.010376] [Citation(s) in RCA: 93] [Impact Index Per Article: 18.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Background Prior studies suggest that persistence with and adherence to statin therapy is low. Interventions to improve statin persistence and adherence have been developed over the past decade. Methods and Results This was a retrospective cohort study of adults aged ≥21 y with commercial or government health insurance in the MarketScan (Truven Health Analytics) and Medicare databases who initiated statins in 2007–2014 and (1) started treatment after a myocardial infarction (n=201 573), (2) had diabetes mellitus but without coronary heart disease (CHD; n=610 049), or (3) did not have CHD or diabetes mellitus (n=2 244 868). Persistence with (ie, not discontinuing treatment) and high adherence to statin therapy were assessed using pharmacy fills in the year following treatment initiation. In 2007 and 2014, the proportions of patients persistent with statin therapy were 78.1% and 79.1%, respectively, among those initiating treatment following myocardial infarction; 66.5% and 67.3%, respectively, for those with diabetes mellitus but without CHD; and 64.3% and 63.9%, respectively, for those without CHD or diabetes mellitus. Between 2007 and 2014, high adherence to statin therapy increased from 57.9% to 63.8% among patients initiating treatment following myocardial infarction and from 34.9% to 37.6% among those with diabetes mellitus but without CHD (each Ptrend<0.001). Among patients without CHD or diabetes mellitus, high adherence did not improve between 2007 (35.7%) and 2014 (36.8%; Ptrend=0.14). In 2014, statin adherence was lower among younger, black, and Hispanic patients versus white patients and those initiating a high‐intensity statin dosage. Statin adherence was higher among men and patients with cardiologist care following treatment initiation. Conclusions Persistence with and adherence to statin therapy remain low, particularly among those without CHD.
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Affiliation(s)
- Lisandro D Colantonio
- 1 Department of Epidemiology School of Public Health University of Alabama at Birmingham AL
| | - Robert S Rosenson
- 2 Mount Sinai Heart Icahn School of Medicine at Mount Sinai New York NY
| | - Luqin Deng
- 1 Department of Epidemiology School of Public Health University of Alabama at Birmingham AL
| | - Keri L Monda
- 3 Center for Observational Research Amgen Inc. Thousand Oaks CA
| | - Yuling Dai
- 1 Department of Epidemiology School of Public Health University of Alabama at Birmingham AL
| | - Michael E Farkouh
- 4 Peter Munk Cardiac Centre and Heart and Stroke Richard Lewar Centre of Excellence University of Toronto Ontario Canada
| | - Monika M Safford
- 5 Department of Medicine Weill Cornell Medical College New York NY
| | | | | | - Paul Muntner
- 1 Department of Epidemiology School of Public Health University of Alabama at Birmingham AL
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22
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Cui B, Dong Z, Zhao M, Li S, Xiao H, Liu Z, Yan X. Analysis of Adherence to Antihypertensive Drugs in Chinese Patients with Hypertension: A Retrospective Analysis Using the China Health Insurance Association Database. Patient Prefer Adherence 2020; 14:1195-1204. [PMID: 32764892 PMCID: PMC7373416 DOI: 10.2147/ppa.s243665] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/24/2019] [Accepted: 05/24/2020] [Indexed: 11/23/2022] Open
Abstract
OBJECTIVE To analyze the adherence to antihypertensive drugs in Chinese patients with hypertension and the factors associated with the drug adherence. METHODS The data for this analysis were obtained from the 2014 China Health Insurance Association (CHIRA) database. The study included 64,576 patients aged ≥18 years who were prescribed one of the seven antihypertensive drugs included in the study in their first prescription in 2014 and were observed for ≥180 days. The medicine possession ratio (MPR) was calculated and taken as the measure of treatment adherence. MPR values <0.3, 0.3 to <0.5, 0.5 to <0.8, and ≥0.8 were considered treatment adherence very low, low, intermediate, and high, respectively. Descriptive statistics were used to present baseline data and treatment adherence rate. Multiple regression models were used to determine independent factors which can affect the treatment adherence rate. P-value <0.05 was considered significant. RESULTS Among the study antihypertensive drugs, amlodipine (33.98%), metoprolol (25.04%), and nifedipine (17.15%) were the frequently prescribed drugs. Nifedipine controlled release tablet had the highest MPR (0.61), followed by valsartan (0.53), valsartan/amlodipine fixed-dose combination (0.50), indapamide (0.40), and amlodipine (0.39), whereas benazepril (0.27) and metoprolol (0.19) had the lowest MPR. Higher reimbursement ratio, regular tertiary hospitals visits, lower age, and lower daily medical cost positively affected treatment adherence, whereas longer duration of illness and higher daily average cost affected treatment adherence negatively. CONCLUSION Our study assessed that prescribing more cost-effective, long-acting antihypertensive drugs, and raising the reimbursement ratio were associated with a better treatment adherence in Chinese patients with hypertension.
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Affiliation(s)
- Bin Cui
- School of Public Health, Peking University, Beijing100191, People’s Republic of China
| | - Zhaohui Dong
- Human Resources and Social Security, Chinese Academy of Labour and Social Security, Beijing, 100029, People’s Republic of China
| | - Mengmeng Zhao
- School of Pharmaceutical Science and Technology, School of Pharmacy, Tianjin University, Tianjin, 300072, People’s Republic of China
| | - Shanshan Li
- Medical Affairs, Bayer Healthcare Company Limited (China), Beijing, 100020, People’s Republic of China
| | - Hua Xiao
- Medical Affairs, Bayer Healthcare Company Limited (China), Beijing, 100020, People’s Republic of China
| | - Zhitao Liu
- Medical Affairs, Bayer Healthcare Company Limited (China), Beijing, 100020, People’s Republic of China
| | - Xiaowei Yan
- Department of Cardiology, Peking Union Medical College Hospital, Beijing, 100730, People’s Republic of China
- Correspondence: Xiaowei Yan Peking Union Medical College Hospital, Beijing100730, People’s Republic of China Email
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23
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Walsh CA, Cahir C, Tecklenborg S, Byrne C, Culbertson MA, Bennett KE. The association between medication non-adherence and adverse health outcomes in ageing populations: A systematic review and meta-analysis. Br J Clin Pharmacol 2019; 85:2464-2478. [PMID: 31486099 PMCID: PMC6848955 DOI: 10.1111/bcp.14075] [Citation(s) in RCA: 128] [Impact Index Per Article: 21.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2018] [Revised: 07/03/2019] [Accepted: 07/12/2019] [Indexed: 01/16/2023] Open
Abstract
AIMS The aim of this systematic review and meta-analysis was to synthesise the evidence relating to medication non-adherence and its association with health outcomes in people aged ≥50 years. METHODS Seven databases were searched up to February 2019 for observational studies that measured medication (non-)adherence as a predictor of the following health outcomes in adults aged ≥50 years: healthcare utilisation (hospitalisation, emergency department visits, outpatient visits and general practitioner visits), mortality, adverse clinical events and quality of life. Screening and quality assessment using validated criteria were completed by 2 reviewers independently. Random effects models were used to generate pooled estimates of association using adjusted study results. The full methodological approach was published on PROSPERO (ID: CRD42017077264). RESULTS Sixty-six studies were identified for qualitative synthesis, with 11 of these studies eligible for meta-analyses. A meta-analysis including 3 studies measuring medication non-adherence in adults aged ≥55 years showed a significant association with all-cause hospitalisation (adjusted odds ratio 1.17, 95% confidence interval [CI] 1.12, 1.21). A meta-analysis including 2 studies showed that medication non-adherence was not significantly associated with an emergency department visit (adjusted odds ratio 1.05, 95% CI 0.90, 1.22). Good adherence was associated with a 21% reduction in long-term mortality risk in comparison to medication non-adherence (adjusted hazard ratio 0.79, 95% CI 0.63, 0.98). CONCLUSION Medication non-adherence may be significantly associated with all-cause hospitalisation and mortality in older people. Medication adherence should be monitored and addressed in this cohort to minimise hospitalisation, improve clinical outcomes and reduce healthcare costs.
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Affiliation(s)
- Caroline A. Walsh
- Division of Population Health SciencesRoyal College of Surgeons in IrelandDublinIreland
| | - Caitriona Cahir
- Division of Population Health SciencesRoyal College of Surgeons in IrelandDublinIreland
| | - Sarah Tecklenborg
- Division of Population Health SciencesRoyal College of Surgeons in IrelandDublinIreland
| | - Catherine Byrne
- Division of Population Health SciencesRoyal College of Surgeons in IrelandDublinIreland
| | | | - Kathleen E. Bennett
- Division of Population Health SciencesRoyal College of Surgeons in IrelandDublinIreland
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24
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Welsh J, Paige E, Banks E, Joshy G, Brieger D, Korda RJ. Psychological distress and medication use for secondary prevention of cardiovascular events: Evidence from a large-scale population-based cohort study. J Psychosom Res 2019; 124:109748. [PMID: 31443818 DOI: 10.1016/j.jpsychores.2019.109748] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2019] [Revised: 06/14/2019] [Accepted: 06/19/2019] [Indexed: 11/16/2022]
Abstract
OBJECTIVE Cardiac patients with psychological distress have a poorer prognosis than patients without distress, potentially reflecting differences in preventive care. We aimed to examine distress-related variation in guideline-recommended medication use for secondary prevention of cardiovascular disease (CVD). METHODS Baseline questionnaire data from the 45 and Up Study (collected 2006-2009) were linked to hospitalisation, pharmaceutical dispensing and death records (to exclude those who died). Among participants hospitalised with myocardial infarction, angina, stroke/transient ischaemic attack in the six years before the questionnaire, Modified Poisson regression was used to estimate relative risks (RR) for distress (Kessler 10 scores: low[10- < 12], mild[12- < 16], moderate[16- < 22] and high[22-50]) and use of both blood pressure- and lipid-lowering medications, and use of neither medication in the three months following the questionnaire, adjusting for sociodemographic and health characteristics. RESULTS Among 7598 participants, 34.0% had low, 35.4% mild, 18.3% moderate and 12.3% high psychological distress. Around two-thirds (63.4%) were using both medications and the proportion declined with increasing levels of distress: RRs were 1.01(95%CI:0.97-1.05), 0.95(0.90-1.00) and 0.91(0.86-0.97) for mild, moderate and high compared to low distress, respectively (p(trend) = 0.001). The proportion using neither medication was 9.1% and increased with increasing distress: RRs for mild, moderate and high compared to low distress were 0.99(0.82-1.19), 1.30(1.06-1.59) and 1.60(1.28-1.98), respectively (p(trend) < 0.001). CONCLUSION Patients with psychological distress may need more support to optimise their use of secondary CVD prevention medications. Increasing the use of these medications for distressed patients may improve prognosis for patients with distress and improve population-level secondary prevention of CVD more broadly.
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Affiliation(s)
- Jennifer Welsh
- National Centre for Epidemiology and Population Health, Research School of Population Health, Australian National University, Canberra, Australia.
| | - Ellie Paige
- National Centre for Epidemiology and Population Health, Research School of Population Health, Australian National University, Canberra, Australia.
| | - Emily Banks
- National Centre for Epidemiology and Population Health, Research School of Population Health, Australian National University, Canberra, Australia; Sax Institute, Sydney, Australia.
| | - Grace Joshy
- National Centre for Epidemiology and Population Health, Research School of Population Health, Australian National University, Canberra, Australia.
| | - David Brieger
- Concord Clinical School, The University of Sydney, Sydney, Australia.
| | - Rosemary J Korda
- National Centre for Epidemiology and Population Health, Research School of Population Health, Australian National University, Canberra, Australia.
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25
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Lee H, Park JH, Floyd JS, Park S, Kim HC. Combined Effect of Income and Medication Adherence on Mortality in Newly Treated Hypertension: Nationwide Study of 16 Million Person-Years. J Am Heart Assoc 2019; 8:e013148. [PMID: 31422733 PMCID: PMC6759906 DOI: 10.1161/jaha.119.013148] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Background Low socioeconomic status and poor medication adherence are known to be associated with increased morbidity and mortality among patients with hypertension, but their combined effects have not been studied. We therefore evaluated the joint association of household income and medication adherence with death and cardiovascular disease in patients newly treated for hypertension. Methods and Results This was a nationwide cohort study using the Korean National Health Insurance database. We included 1 651 564 individuals, aged 30 to 80 years, with newly treated hypertension and no prior cardiovascular disease and followed them for 10 years. Main exposures were household income in quintiles and adherence to antihypertensive medication, estimated by medication possession ratio: good (≥0.8), moderate (0.5 to <0.8), or poor (<0.5). The primary outcomes were all-cause and cardiovascular deaths. Higher mortality risk was observed in patients with low income (adjusted hazard ratio=1.50, 99% CI=1.46-1.53; lowest versus highest quintile) and poor medication adherence (adjusted hazard ratio=1.66, 99% CI=1.63-1.68; poor versus good adherence). When compared with the highest-income and good-adherence group, adjusted hazard ratio (99% CI) of death was 1.56 (1.52-1.61) for highest-income poor-adherers, 1.46 (1.41-1.51) for lowest-income good-adherers, and 2.46 (2.38-2.54) for lowest-income poor-adherers (P for interaction <0.001). Conclusions Low socioeconomic status and poor adherence to antihypertensive medication are associated with increased mortality and cardiovascular disease risks, but patients with low income are subject to larger excess risks by nonadherence. This highlights the potential importance of promoting medication adherence for risk reduction, especially in low-income patients with hypertension.
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Affiliation(s)
- Hokyou Lee
- Department of Preventive Medicine Yonsei University College of Medicine Seoul Korea.,Department of Internal Medicine Yonsei University College of Medicine Seoul Korea.,Graduate School Yonsei University College of Medicine Seoul Korea
| | - Jong Heon Park
- Big Data Steering Department National Health Insurance Service Wonju Korea
| | - James S Floyd
- Department of Medicine University of Washington Seattle WA.,Department of Epidemiology University of Washington Seattle WA
| | - Sungha Park
- Department of Internal Medicine Yonsei University College of Medicine Seoul Korea.,Division of Cardiology Severance Cardiovascular Hospital and Cardiovascular Research Institute Yonsei University College of Medicine Seoul Korea
| | - Hyeon Chang Kim
- Department of Preventive Medicine Yonsei University College of Medicine Seoul Korea.,Department of Internal Medicine Yonsei University College of Medicine Seoul Korea.,Big Data Steering Department National Health Insurance Service Wonju Korea
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26
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Krousel-Wood M, Peacock E, Joyce C, Li S, Frohlich E, Re R, Mills K, Chen J, Stefanescu A, Whelton P, Tajeu G, Kronish I, Muntner P. A hybrid 4-item Krousel-Wood Medication Adherence Scale predicts cardiovascular events in older hypertensive adults. J Hypertens 2019; 37:851-859. [PMID: 30817468 PMCID: PMC6485944 DOI: 10.1097/hjh.0000000000001955] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
BACKGROUND There is a need for a brief, open access, self-report medication adherence scale that overcomes challenges of existing adherence tools, is associated with incident cardiovascular disease (CVD), and identifies low 'implementation' adherers to antihypertensive medications to facilitate blood pressure management. METHODS AND RESULTS Antihypertensive medication adherence was assessed in a cohort of 1532 older hypertensive adults without prior CVD using the self-report 4-item Krousel-Wood Medication Adherence Scale (K-Wood-MAS-4), a hybrid tool developed to predict pharmacy refill and which captures four domains of adherence behavior: self-efficacy, physical function, intentional medication-taking, and forgetfulness. The 4-item scale categorized participants as low and high adherers using scores at least 1 and less than 1, respectively. Participants were followed after K-Wood-MAS-4 assessment to identify incident CVD events (stroke, myocardial infarction, congestive heart failure, or CVD death). The prevalence of low adherence was 38.7%. During a median follow-up of 2.8 years (maximum 3.8 years), 136 (8.9%) participants had an incident CVD event; 12.8 and 6.4% in low and high adherers, respectively. The adjusted hazard ratio (aHR) for incident CVD associated with low versus high adherence was 2.29 [95% confidence interval (CI): 1.61, 3.26]. Results were similar when stratified by age [<75 years - aHR 3.53 (95% CI: 1.65, 7.56); ≥75 years - aHR 1.98 (95% CI: 1.32, 2.97)], sex [women - aHR 1.90 (95% CI: 1.16, 3.12); men - aHR 2.80 (95% CI: 1.68, 4.65)], and race [black - aHR 2.22 (95% CI: 0.93, 5.31); white - aHR 2.26 (95% CI: 1.54, 3.34)]. CONCLUSION Low medication adherence using the 'hybrid' K-Wood-MAS-4 predicts incident CVD in a cohort of older adults with established hypertension.
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Affiliation(s)
- Marie Krousel-Wood
- Department of Medicine, School of Medicine
- Department of Epidemiology, School of Public Health and Tropical Medicine, Tulane University
- Ochsner Health System, New Orleans, Louisiana
| | | | - Cara Joyce
- Departments of Public Health Sciences and Health Promotion, Loyola University Chicago, Chicago, Illinois
| | - Shengxu Li
- Department of Epidemiology, School of Public Health and Tropical Medicine, Tulane University
| | | | - Richard Re
- Ochsner Health System, New Orleans, Louisiana
| | - Katherine Mills
- Department of Epidemiology, School of Public Health and Tropical Medicine, Tulane University
| | - Jing Chen
- Department of Medicine, School of Medicine
- Department of Epidemiology, School of Public Health and Tropical Medicine, Tulane University
| | - Andrei Stefanescu
- Department of Epidemiology, School of Public Health and Tropical Medicine, Tulane University
| | - Paul Whelton
- Department of Medicine, School of Medicine
- Department of Epidemiology, School of Public Health and Tropical Medicine, Tulane University
| | - Gabriel Tajeu
- Department of Health Services Administration and Policy, College of Public Health, Temple University, Philadelphia, Pennsylvania
| | - Ian Kronish
- Department of Medicine, Center for Behavioral Cardiovascular Health, Columbia University Medical Center, New York, New York
| | - Paul Muntner
- Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, Alabama, USA
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27
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Lenane Z, Peacock E, Joyce C, Frohlich ED, Re RN, Muntner P, Krousel-Wood M. Association of Post-Traumatic Stress Disorder Symptoms Following Hurricane Katrina With Incident Cardiovascular Disease Events Among Older Adults With Hypertension. Am J Geriatr Psychiatry 2019; 27:310-321. [PMID: 30581139 PMCID: PMC6476543 DOI: 10.1016/j.jagp.2018.11.006] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/24/2018] [Revised: 10/10/2018] [Accepted: 11/22/2018] [Indexed: 12/21/2022]
Abstract
OBJECTIVE To determine the association of post-traumatic stress disorder (PTSD) symptoms following Hurricane Katrina with incident cardiovascular disease (CVD) events in older, hypertensive, community-dwelling adults both overall and stratified by age, sex, and race. METHODS This was a prospective cohort study performed in Southeastern Louisiana 12-24 months following Hurricane Katrina through February 2011. Participants were community-dwelling older adults (n = 2,073) enrolled in the Cohort Study of Medication Adherence Among Older Adults with no known history of CVD events. PTSD symptoms were assessed via telephone interview 12-24 months following Hurricane Katrina using the PTSD CheckList-Specific Version. The presence of PTSD symptoms was defined by scores greater than or equal to 37. Incident CVD events (stroke, myocardial infarction, hospitalization for congestive heart failure, or CVD death) were identified and adjudicated over a median 3.8-year follow-up period. RESULTS Overall, 8.6% of participants screened positive for PTSD symptoms, and 11.6% had an incident CVD event during follow-up. PTSD symptoms were associated with an adjusted hazard ratio (aHR) for CVD events of 1.7 (95% confidence interval [CI], 1.1, 2.6). The association was present among blacks (aHR, 3.3, 95% CI, 1.7, 6.3) but not whites (aHR, 0.9, 95% CI, 0.4, 1.9); the interaction of PTSD symptoms and race on CVD events was statistically significant. CONCLUSION PTSD symptoms following Hurricane Katrina were associated with a higher risk of incident CVD in older adults with hypertension, with a stronger association in blacks compared with whites.
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Affiliation(s)
- Zachary Lenane
- Department of Medicine, Tulane University School of Medicine (ZL, EP, MK), New Orleans; Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine (ZL, MK), New Orleans; San Mateo County Behavioral Health and Recovery Services (ZL), San Mateo, CA; Department of Public Health Sciences, Stritch School of Medicine, Loyola University (CJ), Chicago; Ochsner Clinic Foundation (EDF, RNR, MK), New Orleans; Department of Epidemiology, School of Public Health, University of Alabama at Birmingham (PM), Birmingham, AL
| | - Erin Peacock
- Department of Medicine, Tulane University School of Medicine (ZL, EP, MK), New Orleans; Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine (ZL, MK), New Orleans; San Mateo County Behavioral Health and Recovery Services (ZL), San Mateo, CA; Department of Public Health Sciences, Stritch School of Medicine, Loyola University (CJ), Chicago; Ochsner Clinic Foundation (EDF, RNR, MK), New Orleans; Department of Epidemiology, School of Public Health, University of Alabama at Birmingham (PM), Birmingham, AL
| | - Cara Joyce
- Department of Medicine, Tulane University School of Medicine (ZL, EP, MK), New Orleans; Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine (ZL, MK), New Orleans; San Mateo County Behavioral Health and Recovery Services (ZL), San Mateo, CA; Department of Public Health Sciences, Stritch School of Medicine, Loyola University (CJ), Chicago; Ochsner Clinic Foundation (EDF, RNR, MK), New Orleans; Department of Epidemiology, School of Public Health, University of Alabama at Birmingham (PM), Birmingham, AL
| | - Edward D Frohlich
- Department of Medicine, Tulane University School of Medicine (ZL, EP, MK), New Orleans; Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine (ZL, MK), New Orleans; San Mateo County Behavioral Health and Recovery Services (ZL), San Mateo, CA; Department of Public Health Sciences, Stritch School of Medicine, Loyola University (CJ), Chicago; Ochsner Clinic Foundation (EDF, RNR, MK), New Orleans; Department of Epidemiology, School of Public Health, University of Alabama at Birmingham (PM), Birmingham, AL
| | - Richard N Re
- Department of Medicine, Tulane University School of Medicine (ZL, EP, MK), New Orleans; Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine (ZL, MK), New Orleans; San Mateo County Behavioral Health and Recovery Services (ZL), San Mateo, CA; Department of Public Health Sciences, Stritch School of Medicine, Loyola University (CJ), Chicago; Ochsner Clinic Foundation (EDF, RNR, MK), New Orleans; Department of Epidemiology, School of Public Health, University of Alabama at Birmingham (PM), Birmingham, AL
| | - Paul Muntner
- Department of Medicine, Tulane University School of Medicine (ZL, EP, MK), New Orleans; Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine (ZL, MK), New Orleans; San Mateo County Behavioral Health and Recovery Services (ZL), San Mateo, CA; Department of Public Health Sciences, Stritch School of Medicine, Loyola University (CJ), Chicago; Ochsner Clinic Foundation (EDF, RNR, MK), New Orleans; Department of Epidemiology, School of Public Health, University of Alabama at Birmingham (PM), Birmingham, AL
| | - Marie Krousel-Wood
- Department of Medicine, Tulane University School of Medicine (ZL, EP, MK), New Orleans; Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine (ZL, MK), New Orleans; San Mateo County Behavioral Health and Recovery Services (ZL), San Mateo, CA; Department of Public Health Sciences, Stritch School of Medicine, Loyola University (CJ), Chicago; Ochsner Clinic Foundation (EDF, RNR, MK), New Orleans; Department of Epidemiology, School of Public Health, University of Alabama at Birmingham (PM), Birmingham, AL.
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28
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Hsu CN, Huang SH, Tain YL. Adherence to long-term use of renin-angiotensin II-aldosterone system inhibitors in children with chronic kidney disease. BMC Pediatr 2019; 19:64. [PMID: 30786856 PMCID: PMC6383266 DOI: 10.1186/s12887-019-1434-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/03/2018] [Accepted: 02/12/2019] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Although renin-angiotensin II-aldosterone system inhibitor (RASI) use for renal protection is well-documented, adherence to RASI therapy in the pediatric population is unclear. This study aimed to evaluate patient characteristics associated with adherence to chronic RASI use in patients with childhood chronic kidney disease (CKD). METHODS Childhood CKD was identified using ICD-9 codes in the population-based, Taiwan national health insurance research database between 1997 and 2011. Patients continuously receiving RASIs for ≥3 months without interruption > 30 days after CKD diagnosis were defined as incident users. Medication adherence was measured as the proportion of days covered (PDC) by RASI prescription refills during the study period. Multivariate logistic regression was employed to assess the odds for adherence (PDC ≥80%) to RASI refills. RESULTS Of 1271 incident users of RASI chronic therapy, 16.9% (n = 215) had PDC ≥80%. Compared to the group with PDC < 80%, patients in the high adherence group more often had proteinuria (aOR [adjusted odds ratio]1.93; 95%CI [confidence interval], 1.18-3.17), anemia (aOR, 1.76; 95% CI, 1.20-2.58), and time to start of chronic use > 2 years (aOR, 1.12; 95%CI, 1.06-1.19). Odds of being non-adherent were increased by hypertension and older ages (comparing to < 4 years) at start of chronic use, 9-12 years (aOR, 0.38; 95%CI, 0.17-0.82), 13-17 years (aOR, 0.45; 95%CI, 0.22-0.93),≥18 years (aOR, 0.34; 95%CI 0.16-0.72) and males (aOR, 0.68; 95%CI, 0.49-0.94). CONCLUSIONS The rate of RASI prescription refilling adherence was relatively low and associated with CKD-specific comorbid conditions. This study identifies factors associated with low adherence and highlights the need to identify those who should be targeted for intervention to achieve better blood pressure control, preventing CKD progression.
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Affiliation(s)
- Chien-Ning Hsu
- Department of Pharmacy, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan.,School of Pharmacy, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Shiou-Huei Huang
- Department of Pharmacy, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan
| | - You-Lin Tain
- Division of Pediatric Nephrology, Department of Pediatrics, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University, College of Medicine, 123 Dabi Road, Niausung, Kaohsiung, 83301, Taiwan.
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29
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Wang TY, Kaltenbach LA, Cannon CP, Fonarow GC, Choudhry NK, Henry TD, Cohen DJ, Bhandary D, Khan ND, Anstrom KJ, Peterson ED. Effect of Medication Co-payment Vouchers on P2Y12 Inhibitor Use and Major Adverse Cardiovascular Events Among Patients With Myocardial Infarction: The ARTEMIS Randomized Clinical Trial. JAMA 2019; 321:44-55. [PMID: 30620370 PMCID: PMC6583585 DOI: 10.1001/jama.2018.19791] [Citation(s) in RCA: 65] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
IMPORTANCE Despite guideline recommendations, many patients discontinue P2Y12 inhibitor therapy earlier than the recommended 1 year after myocardial infarction (MI), and higher-potency P2Y12 inhibitors are underutilized. Cost is frequently cited as an explanation for both of these observations. OBJECTIVE To determine whether removing co-payment barriers increases P2Y12 inhibitor persistence and lowers risk of major adverse cardiovascular events (MACE). DESIGN, SETTING, AND PARTICIPANTS Cluster randomized clinical trial among 301 hospitals enrolling adult patients with acute MI (June 5, 2015, through September 30, 2016); patients were followed up for 1 year after discharge (final date of follow-up was October 23, 2017), with blinded adjudication of MACE; choice of P2Y12 inhibitor was per clinician discretion. INTERVENTIONS Hospitals randomized to the intervention (n = 131 [6436 patients]) provided patients with co-payment vouchers for clopidogrel or ticagrelor for 1 year (median voucher value for a 30-day supply, $137 [25th-75th percentile, $20-$339]). Hospitals randomized to usual care (n = 156 [4565 patients]) did not provide study vouchers. MAIN OUTCOMES AND MEASURES Independent coprimary outcomes were patient-reported persistence with P2Y12 inhibitor (defined as continued treatment without gap in use ≥30 days) and MACE (death, recurrent MI, or stroke) at 1 year among patients discharged with a prescription for clopidogrel or ticagrelor. RESULTS Among 11 001 enrolled patients (median age, 62 years; 3459 [31%] women), 10 102 patients were discharged with prescriptions for clopidogrel or ticagrelor (clopidogrel prescribed to 2317 [36.0%] in the intervention group and 2497 [54.7%] in the usual care group), 4393 of 6135 patients (72%) in the intervention group used the voucher, and follow-up data at 1 year were available for 10 802 patients (98.2%). Patient-reported persistence with P2Y12 inhibitors at 1 year was higher in the intervention group than in the control group (unadjusted rates, 5340/6135 [87.0%] vs 3324/3967 [83.8%], respectively; P < .001; adjusted difference, 2.3% [95% CI, 0.4% to 4.1%]; adjusted odds ratio, 1.19 [95% CI, 1.02 to 1.40]). There was no significant difference in MACE at 1 year between intervention and usual care groups (unadjusted cumulative incidence, 10.2% vs 10.6%; P = .65; adjusted difference, 0.66% [95% CI, -0.73% to 2.06%]; adjusted hazard ratio, 1.07 [95% CI, 0.93 to 1.25]). CONCLUSIONS AND RELEVANCE Among patients with MI, provision of vouchers to offset medication co-payments for P2Y12 inhibitors, compared with no vouchers, resulted in a 3.3% absolute increase in patient-reported persistence with P2Y12 inhibitors and no significant reduction in 1-year MACE outcomes. TRIAL REGISTRATION ClinicalTrials.gov Identifier: NCT02406677.
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Affiliation(s)
- Tracy Y. Wang
- Duke Clinical Research Institute, Durham, North Carolina
| | | | | | | | | | | | - David J. Cohen
- Saint Luke’s Mid America Heart Institute, University of Missouri–Kansas City School of Medicine
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Dillon P, Smith SM, Gallagher P, Cousins G. Impact of financial burden, resulting from prescription co-payments, on antihypertensive medication adherence in an older publically insured population. BMC Public Health 2018; 18:1282. [PMID: 30458754 PMCID: PMC6247632 DOI: 10.1186/s12889-018-6209-8] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2018] [Accepted: 11/08/2018] [Indexed: 12/03/2022] Open
Abstract
Introduction Medication co-payments represent a financial barrier to antihypertensive medication adherence. The introduction of co-payments for Irish publically insured patients was associated with a 5% reduction in adherence. However there is socioeconomic variability within this population, and the impact may be greater for those on lower income. We evaluated medication-related financial burden of the co-payment in a cohort of Irish publically insured antihypertensive users and tested its association with adherence at 12 months. Methods This was a prospective cohort study of community dwelling older (> 65 yrs) adults (n = 1152) from 106 Irish community pharmacies. Participants completed a structured telephone interview at baseline, and a follow-up interview at 12-months, which we linked to pharmacy records. We assessed medication-related financial burden at baseline using a single questionnaire item, and adherence at 12 months via questionnaire and refill-adherence as Proportion of Days Covered (PDC). Results A third of participants (30.1%) reported financial burden due to medication costs. In adjusted linear regression models financially burdened participants had significantly lower self-reported adherence (β = − 0.29, 95% CI -0.48 to − 0.11), although this was not evident with PDC (β = − 2.76, 95% CI -5.65 to 0.14). Conclusion This co-payment represents a financial barrier to antihypertensive adherence for many older Irish publically insured patients. The negative impact to adherence will potentially increase the risk of adverse outcomes, such as stroke, and increase long-term healthcare costs. Electronic supplementary material The online version of this article (10.1186/s12889-018-6209-8) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Paul Dillon
- School of Pharmacy, RCSI, St. Stephen's Green, Dublin 2, Ireland.
| | - Susan M Smith
- Primary Care Medicine, Department of General Practice and HRB Centre for Primary Care Research, RCSI, St. Stephen's Green, Dublin 2, Ireland
| | - Paul Gallagher
- School of Pharmacy, RCSI, St. Stephen's Green, Dublin 2, Ireland
| | - Gráinne Cousins
- School of Pharmacy, RCSI, St. Stephen's Green, Dublin 2, Ireland
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Holvast F, Wouters H, Hek K, Schellevis F, Oude Voshaar R, van Dijk L, Burger H, Verhaak P. Non-adherence to cardiovascular drugs in older patients with depression: A population-based cohort study. Int J Cardiol 2018; 274:366-371. [PMID: 30249352 DOI: 10.1016/j.ijcard.2018.08.100] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/22/2018] [Revised: 07/20/2018] [Accepted: 08/31/2018] [Indexed: 10/28/2022]
Abstract
BACKGROUND Depression is common among patients with cardiovascular disease and has been associated with both drug non-adherence and increased mortality. Non-adherence can occur because of non-initiation, suboptimal implementation, or non-persistence. We aimed to determine if depression increased the risk of any of these components of non-adherence among older patients prescribed cardiovascular drugs in primary care. METHODS A longitudinal analysis of routine primary care data from the Nivel Primary Care Database was performed using data for 2011-2013. A total of 1512 patients aged ≥60 years diagnosed with depression in 2012 were compared with age- and sex-matched groups with either other psychological diagnoses (N = 1457) or mentally healthy controls (N = 1508), resulting in the inclusion of 4477 patients. Non-adherence was classified as non-initiation, suboptimal implementation, or non-persistence. Regression analyses were performed to determine the association between mental health status and non-initiation, suboptimal implementation, and non-persistence. RESULTS Mixed-effects logistic regression analyses showed increased odds for suboptimal implementation of beta-blockers among depressed patients (2.18; 95% CI 1.29-3.69). For non-persistence, a clustered Cox regression analysis demonstrated that, compared with controls, there was an increased hazard ratio for depressed patients to discontinue beta-blockers (2.31; 95% CI 1.58-3.37) and calcium antagonists (1.74; 95% CI 1.23-2.46). CONCLUSIONS It is likely that older patients in primary care diagnosed with depression are at increased risk of non-persistence with cardiovascular drug therapy. Because non-adherence is associated with increased cardiovascular mortality, it is important that physicians ensure that older depressed patients persevere with therapy.
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Affiliation(s)
- Floor Holvast
- University of Groningen, University Medical Center Groningen, Department of General Practice, Groningen, the Netherlands.
| | - Hans Wouters
- University of Groningen, University Medical Center Groningen, Department of General Practice, Groningen, the Netherlands
| | - Karin Hek
- NIVEL, Netherlands Institute for Health Services Research, Utrecht, the Netherlands
| | - François Schellevis
- NIVEL, Netherlands Institute for Health Services Research, Utrecht, the Netherlands; Department of General Practice and Elderly care medicine/Amsterdam Public Health Research Institute, VU University Medical Center, Amsterdam, the Netherlands
| | - Richard Oude Voshaar
- University of Groningen, University Medical Center Groningen, University Center of Psychiatry, Groningen, the Netherlands
| | - Liset van Dijk
- NIVEL, Netherlands Institute for Health Services Research, Utrecht, the Netherlands
| | - Huibert Burger
- University of Groningen, University Medical Center Groningen, Department of General Practice, Groningen, the Netherlands
| | - Peter Verhaak
- University of Groningen, University Medical Center Groningen, Department of General Practice, Groningen, the Netherlands; NIVEL, Netherlands Institute for Health Services Research, Utrecht, the Netherlands
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Smet L, Heggermont WA, Goossens E, Eeckloo K, Vander Stichele R, De Potter T, De Backer T. Adherence, knowledge, and perception about oral anticoagulants in patients with atrial fibrillation at high risk for thromboembolic events after radiofrequency ablation. J Adv Nurs 2018; 74:2577-2587. [PMID: 29944735 DOI: 10.1111/jan.13780] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2017] [Revised: 04/17/2018] [Accepted: 05/01/2018] [Indexed: 01/08/2023]
Abstract
AIMS This study aimed to: (a) determine adherence rates to oral anticoagulants in atrial fibrillation patients with a high risk for thromboembolic events postradiofrequency ablation; (b) evaluate patients' knowledge and perceptions towards oral anticoagulants; and (c) explore the impact of patients' knowledge and perceptions on treatment adherence. BACKGROUND Atrial fibrillation is a common arrhythmia associated with an increased risk of developing thromboembolic events such as stroke. Although adherence to oral anticoagulants is crucial to prevent such complications, the relationship between adherence, knowledge and patient perceptions is poorly understood in patients with atrial fibrillation at high risk for thromboembolic events after radiofrequency ablation. DESIGN A cross-sectional observational survey study was performed in a single centre. METHODS The levels of adherence, knowledge, and perception towards oral anticoagulants were assessed using the 8-item Morisky Medication Adherence Scale, Knowledge of Oral Anticoagulation Tool, Perception of Anticoagulant Treatment Questionnaire and Benefit-Risk Perception Tool, respectively. Results from these self-reported tools were analysed descriptively. A multivariable binary logistic regression model was used to identify factors associated with levels of adequate adherence. RESULTS Adequate treatment adherence was found in three-quarters of patients. The total mean knowledge score was low. Participants expressed high ease of use and low burden of treatment. Higher total knowledge and satisfaction scores were significant factors associated with higher levels of adherence. CONCLUSION There remains a huge unmet need to follow-up and educate patients with atrial fibrillation, focusing on good knowledge and correct perception of the advantages and disadvantages of oral anticoagulants. Our results suggest that increased knowledge and satisfaction rates might have a positive impact on adherence to oral anticoagulants.
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Affiliation(s)
- Lily Smet
- Department of Public Health, Ghent University, Ghent, Belgium.,Department of Cardiology, Cardiovascular Research Center Aalst, OLV Hospital Aalst, Aalst, Belgium
| | - Ward A Heggermont
- Department of Cardiology, Cardiovascular Research Center Aalst, OLV Hospital Aalst, Aalst, Belgium
| | - Eva Goossens
- Department of Public Health and Primary Care, KU Leuven, Leuven, Belgium.,Research Foundation Flanders (FWO), Brussels, Belgium.,Congenital and Structural Cardiology, University Hospitals Leuven, Leuven, Belgium.,Department of Cardiovascular Sciences, KU Leuven, Leuven, Belgium
| | - Kristof Eeckloo
- Department of Public Health, Ghent University, Ghent, Belgium.,University Hospital Ghent, Ghent, Belgium
| | | | - Tom De Potter
- Department of Cardiology, Cardiovascular Research Center Aalst, OLV Hospital Aalst, Aalst, Belgium
| | - Tine De Backer
- Department of Public Health, Ghent University, Ghent, Belgium.,University Hospital Ghent, Ghent, Belgium.,Department of Cardiovascular Diseases, University Hospital Ghent, Ghent, Belgium
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Williams LG, Peacock E, Joyce C, Bazzano LA, Sarpong D, Whelton PK, Holt EW, Re R, Frohlich E, He J, Muntner P, Krousel-Wood M. Risk Factors for Low Pharmacy Refill Adherence Among Older Hypertensive Men and Women by Race. Am J Med Sci 2018; 356:464-475. [PMID: 30384953 DOI: 10.1016/j.amjms.2018.07.007] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2018] [Revised: 07/12/2018] [Accepted: 07/23/2018] [Indexed: 01/13/2023]
Abstract
BACKGROUND Sex-race stratification may lead to identification of risk factors for low antihypertensive medication adherence that are not apparent when assessing risk factors in women and men without race stratification. We examined risk factors associated with low pharmacy refill adherence across sex-race subgroups (white women, black women, white men, black men) within the Cohort Study of Medication Adherence among Older Adults (n = 2,122). METHODS Pharmacy refill adherence was calculated as proportion of days covered using all antihypertensive prescriptions filled in the year prior to a baseline risk factor survey. Sex- and sex-race-stratified multivariable Poisson regression models with robust standard errors were used to estimate adjusted prevalence ratios and 95% confidence intervals for associations between participant characteristics and low adherence. RESULTS Prevalence of low adherence was 22.9% vs. 40.7% in white vs. black women (P < 0.001) and 26.3% vs. 37.2% in white vs. black men (P = 0.003). In multivariable models, reducing antihypertensive medication due to cost was associated with low adherence within each sex-race subgroup. Additional factors associated with low adherence included shorter hypertension duration and comorbidities in white women; not being married and depressive symptoms in white men; and ≥6 primary care visits/year and complementary and alternative medicine use in black men. Among men, not being married and reporting depressive symptoms were associated with low adherence for whites, but not blacks. CONCLUSIONS Identification of sex-race-specific risk factors for low antihypertensive medication adherence may guide development and implementation of tailored interventions to increase antihypertensive medication adherence and blood pressure control among older patients.
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Affiliation(s)
- LaKeisha G Williams
- Division of Clinical and Administrative Sciences, College of Pharmacy, Xavier University of Louisiana, New Orleans, Louisiana; Department of Medicine, School of Medicine, Tulane University, New Orleans, Louisiana
| | - Erin Peacock
- Department of Medicine, School of Medicine, Tulane University, New Orleans, Louisiana
| | - Cara Joyce
- Department of Public Health Sciences, Stritch School of Medicine, Loyola University Chicago, Maywood, Illinois
| | - Lydia A Bazzano
- Department of Epidemiology, School of Public Health and Tropical Medicine, Tulane University, New Orleans, Louisiana
| | - Daniel Sarpong
- Division of Clinical and Administrative Sciences, College of Pharmacy, Xavier University of Louisiana, New Orleans, Louisiana
| | - Paul K Whelton
- Department of Epidemiology, School of Public Health and Tropical Medicine, Tulane University, New Orleans, Louisiana
| | - Elizabeth W Holt
- Department of Health Sciences, Furman University, Greenville, South Carolina
| | - Richard Re
- Research Division, Ochsner Health System, New Orleans, Louisiana
| | - Edward Frohlich
- Research Division, Ochsner Health System, New Orleans, Louisiana
| | - Jiang He
- Department of Epidemiology, School of Public Health and Tropical Medicine, Tulane University, New Orleans, Louisiana
| | - Paul Muntner
- Department of Epidemiology, School of Public Health, University of Alabama, Birmingham, Alabama
| | - Marie Krousel-Wood
- Department of Medicine, School of Medicine, Tulane University, New Orleans, Louisiana; Department of Epidemiology, School of Public Health and Tropical Medicine, Tulane University, New Orleans, Louisiana; Research Division, Ochsner Health System, New Orleans, Louisiana.
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[Persistent asthma: Chronic therapy quantitative compliance in daily practice]. Rev Mal Respir 2018; 35:269-278. [PMID: 29609840 DOI: 10.1016/j.rmr.2018.02.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2016] [Accepted: 12/05/2017] [Indexed: 11/22/2022]
Abstract
INTRODUCTION The aim of the study was to assess, compliance with maintenance treatment in patients with persistent asthma in clinical practice. METHODS This observational, cross-sectional, prospective, multicenter study was conducted in metropolitan France on patients with persistent asthma under the care of a representative sample of general practitioners and pneumologists. Compliance was determined via access to the Health Insurance database allowing comparison between the actual consumption of medications and the corresponding theoretical consumption related to prescription. Additional compliance data were obtained using the validated Morisky questionnaire. RESULTS Eighty one physicians included 488 patients, mean age of 51 years, 55% women. The statement of consumption (SC) was available for 35% of patients however the Morisky questionnaire (present for 85% of patients) showed a similar compliance between patients with or without SC. The good compliance rate (compliance ≥80%) was observed in 51% based on the SC and in 38% based on the Morisky questionnaire. Among possible predictive factors, only obesity was associated with a bad compliance (19% vs 7%, P<0.05). Patients with poor compliances displayed more severe symptoms and a higher rate of non-control (21.7% vs 5.7%, P<0.01). CONCLUSIONS The statement of consumption is a useful tool to provide quantitative measurement of compliance in daily practice.
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Bjarnadottir MV, Czerwinski D, Onukwugha E. Sensitivity of the Medication Possession Ratio to Modelling Decisions in Large Claims Databases. PHARMACOECONOMICS 2018; 36:369-380. [PMID: 29230712 DOI: 10.1007/s40273-017-0597-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
OBJECTIVES When preparing administrative medical and pharmacy claims data for analysis, decisions about data clean up and analytical approach need to be made. However, information about the effects of various modelling decisions on adherence measures such as the medication possession ratio (MPR) is limited. We address this gap with this study. METHODS We utilized cross-sectional administrative claims data for commercially insured members filling at least two prescriptions for drugs within five classes of hypertension medication between 2008 and 2010. We divided nine modelling decisions into three categories: data scrubbing, study design, and MPR definition/calculations. We defined the base-case settings with commonly used values, varied each modelling decision singly and in combination, and measured the effects on the MPR. RESULTS Claims data for 358,418 individuals were available for analysis. Two modelling decisions were found to be highly influential, each yielding a difference of over 25 percentage points from the base case: the decision of whether to use interval- or prescription-based study periods, and the decision of how to handle overlapping prescription claims. The effect of other decisions was smaller, with a difference of 1-9 percentage points from the base case. CONCLUSIONS Some of the decisions considered had a large impact on the MPR. Therefore, it is important for researchers to standardize approaches for study period length and overlapping prescription claims. We also conclude that transparent reporting of modelling decisions will facilitate the interpretation of results and comparisons across studies.
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Affiliation(s)
- Margret V Bjarnadottir
- Department of Decision, Operations, and Information Technologies, Robert H. Smith School of Business, University of Maryland College Park, College Park, MD, USA
| | - David Czerwinski
- Department of Marketing and Decision Sciences, College of Business, San José State University, San José, CA, USA
| | - Eberechukwu Onukwugha
- Department of Pharmaceutical Health Services Research, University of Maryland School of Pharmacy, 220 Arch Street, Baltimore, MD, 21201, USA.
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Östbring MJ, Eriksson T, Petersson G, Hellström L. Motivational Interviewing and Medication Review in Coronary Heart Disease (MIMeRiC): Protocol for a Randomized Controlled Trial Investigating Effects on Clinical Outcomes, Adherence, and Quality of Life. JMIR Res Protoc 2018; 7:e57. [PMID: 29463490 PMCID: PMC5840476 DOI: 10.2196/resprot.8659] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2017] [Revised: 12/15/2017] [Accepted: 12/16/2017] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Preventive treatment goals for blood pressure and cholesterol levels continue to be unmet for many coronary patients. The effect of drug treatment depends on both its appropriateness and the patients' adherence to the treatment regimen. There is a need for adherence interventions that have a measurable effect on clinical outcomes. OBJECTIVE This study aims to evaluate the effects on treatment goals of an intervention designed to improve patient adherence and treatment quality in secondary prevention of coronary heart disease. A protocol for the prespecified process evaluation of the trial is published separately. METHODS The Motivational Interviewing and Medication Review in Coronary heart disease (MIMeRiC) trial is a prospective, randomized, outcomes-blinded trial designed to compare individualized follow-up by a clinical pharmacist using motivational interviewing (MI) and medication review with standard follow-up. Patients were randomized to 2 groups after stratification according to their beliefs about medicines. After standard follow-up at the cardiology clinic, patients in the intervention group are seen individually by a clinical pharmacist 2 to 5 times as required over 7 months, at the clinic. The pharmacist reviews each patient's medication and uses MI to manage any problems with prescribing and adherence. The primary study outcome is the proportion of patients who have reached the treatment goal for low-density lipoprotein cholesterol by 12 months after discharge. Secondary outcomes are the effects on patient adherence, systolic blood pressure, disease-specific quality of life, and health care use. RESULTS The protocol for this study was approved by the Regional Ethics Committee, Linköping, in 2013. Enrollment started in October 2013 and ended in December 2016 when 417 patients had been included. Follow-up data collection will conclude in March 2018. Publication of the primary and secondary outcome results from the MIMeRiC trial is anticipated in 2019. CONCLUSIONS The MIMeRiC trial will assess the effectiveness of an intervention involving medication reviews and individualized support. The results will inform the continued development of support for this large group of patients who use preventive medicines for lifelong treatment. The design of this adherence intervention is based on a theoretical framework and is the first trial of an intervention that uses beliefs about medicines to individualize the intervention protocol. TRIAL REGISTRATION ClinicalTrials.gov NCT02102503; https://clinicaltrials.gov/ct2/show/NCT02102503 (Archived by WebCite at http://www.webcitation.org/6x7iUDohy).
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Affiliation(s)
- Malin Johansson Östbring
- Pharmaceutical Department, Kalmar County Council, Kalmar, Sweden.,eHealth Institute, Department of Medicine and Optometry, Linnaeus University, Kalmar, Sweden
| | - Tommy Eriksson
- Department of Biomedical Science, Malmö University, Malmö, Sweden.,Department of Clinical and Molecular Medicine, Norweigan University of Sciences and Technology, Trondheim, Norway
| | - Göran Petersson
- eHealth Institute, Department of Medicine and Optometry, Linnaeus University, Kalmar, Sweden
| | - Lina Hellström
- Pharmaceutical Department, Kalmar County Council, Kalmar, Sweden
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Cedillo-Couvert EA, Ricardo AC, Chen J, Cohan J, Fischer MJ, Krousel-Wood M, Kusek JW, Lederer S, Lustigova E, Ojo A, Porter AC, Sharp LK, Sondheimer J, Diamantidis C, Wang X, Roy J, Lash JP. Self-reported Medication Adherence and CKD Progression. Kidney Int Rep 2018; 3:645-651. [PMID: 29854972 PMCID: PMC5976857 DOI: 10.1016/j.ekir.2018.01.007] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2017] [Revised: 01/16/2018] [Accepted: 01/25/2018] [Indexed: 02/01/2023] Open
Abstract
Introduction In the general population, medication nonadherence contributes to poorer outcomes. However, little is known about medication adherence among adults with chronic kidney disease (CKD). We evaluated the association of self-reported medication adherence with CKD progression and all-cause death in patients with CKD. Methods In this prospective observational study of 3305 adults with mild-to-moderate CKD enrolled in the Chronic Renal Insufficiency Cohort (CRIC) Study, the baseline self-reported medication adherence was assessed by responses to 3 questions and categorized as high, medium, and low. CKD progression (50% decline in eGFR or incident end-stage renal disease) and all-cause death were measured using multivariable Cox proportional hazards. Results Of the patients, 68% were categorized as high adherence, 17% medium adherence, and 15% low adherence. Over a median follow-up of 6 years, there were 969 CKD progression events and 675 deaths. Compared with the high-adherence group, the low-adherence group experienced increased risk for CKD progression (hazard ratio = 1.27, 95% confidence interval = 1.05, 1.54) after adjustment for sociodemographic and clinical factors, cardiovascular medications, number of medication types, and depressive symptoms. A similar association existed between low adherence and all-cause death, but did not reach standard statistical significance (hazard ratio = 1.14 95% confidence interval = 0.88, 1.47). Conclusion Baseline self-reported low medication adherence was associated with an increased risk for CKD progression. Future work is needed to better understand the mechanisms underlying this association and to develop interventions to improve adherence.
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Affiliation(s)
| | - Ana C Ricardo
- Department of Medicine, University of Illinois at Chicago, Chicago, Ilinois, USA
| | - Jinsong Chen
- Department of Medicine, University of Illinois at Chicago, Chicago, Ilinois, USA
| | - Janet Cohan
- Department of Medicine, University of Illinois at Chicago, Chicago, Ilinois, USA
| | - Michael J Fischer
- Department of Medicine, University of Illinois at Chicago, Chicago, Ilinois, USA.,Department of Medicine, Jesse Brown VAMC, Chicago, Illinois, USA.,Research Service, Center of Innovation for Complex Chronic Healthcare, Edward Hines Jr., VA Hospital, Hines, Illinois, USA
| | - Marie Krousel-Wood
- Department of Medicine and Epidemiology, Tulane University, New Orleans, Louisiana, USA; Research Division, Ochsner Health System, New Orleans, Louisiana, USA
| | - John W Kusek
- National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland, USA
| | - Swati Lederer
- Department of Medicine, University of Illinois at Chicago, Chicago, Ilinois, USA.,Department of Medicine, Jesse Brown VAMC, Chicago, Illinois, USA.,Research Service, Center of Innovation for Complex Chronic Healthcare, Edward Hines Jr., VA Hospital, Hines, Illinois, USA
| | - Eva Lustigova
- Department of Medicine and Epidemiology, Tulane University, New Orleans, Louisiana, USA; Research Division, Ochsner Health System, New Orleans, Louisiana, USA
| | - Akinlolu Ojo
- Department of Medicine, University of Arizona, Phoenix, Arizona, USA
| | - Anna C Porter
- Department of Medicine, University of Illinois at Chicago, Chicago, Ilinois, USA
| | - Lisa K Sharp
- Department of Medicine, University of Illinois at Chicago, Chicago, Ilinois, USA
| | - James Sondheimer
- Department of Internal Medicine, Wayne State University, Detroit, Michigan, USA
| | - Clarissa Diamantidis
- Department of Medicine, Duke University School of Medicine, Durham, North Carolina, USA
| | - Xue Wang
- Department of Biostatistics and Epidemiology, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Jason Roy
- Department of Biostatistics and Epidemiology, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - James P Lash
- Department of Medicine, University of Illinois at Chicago, Chicago, Ilinois, USA
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Dillon P, Phillips LA, Gallagher P, Smith SM, Stewart D, Cousins G. Assessing the Multidimensional Relationship Between Medication Beliefs and Adherence in Older Adults With Hypertension Using Polynomial Regression. Ann Behav Med 2018. [DOI: 10.1093/abm/kax016] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Affiliation(s)
| | | | - Paul Gallagher
- Head of School, School of Pharmacy, RCSI, Dublin, Ireland
| | - Susan M Smith
- Department of General Practice and HRB Centre for Primary Care Research, RCSI, Dublin, Ireland
| | - Derek Stewart
- School of Pharmacy and Life Sciences, Robert Gordon University, The Sir Ian Wood Building, Aberdeen
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Acerini CL, Segal D, Criseno S, Takasawa K, Nedjatian N, Röhrich S, Maghnie M. Shared Decision-Making in Growth Hormone Therapy-Implications for Patient Care. Front Endocrinol (Lausanne) 2018; 9:688. [PMID: 30524377 PMCID: PMC6262035 DOI: 10.3389/fendo.2018.00688] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/30/2018] [Accepted: 11/02/2018] [Indexed: 12/19/2022] Open
Abstract
Several studies have shown that adherence to growth hormone therapy (GHT) is not optimal. There are several reasons why patients may not fully adhere to their treatment regimen and this may have implications on treatment success, patient outcomes and healthcare spending and resourcing. A change in healthcare practices, from a physician paternalistic to a more patient autonomous approach to healthcare, has encouraged a greater onus on a shared decision-making (SDM) process whereby patients are actively encouraged to participate in their own healthcare decisions. There is growing evidence to suggest that SDM may facilitate patient adherence to GHT. Improved adherence to therapy in this way may consequently positively impact treatment outcomes for patients. Whilst SDM is widely regarded as a healthcare imperative, there is little guidance on how it should be best implemented. Despite this, there are many opportunities for the implementation of SDM during the treatment journey of a patient with a GH-related disorder. Barriers to the successful practice of SDM within the clinic may include poor patient education surrounding their condition and treatment options, limited healthcare professional time, lack of support from clinics to use SDM, and healthcare resourcing restrictions. Here we discuss the opportunities for the implementation of SDM and the barriers that challenge its effective use within the clinic. We also review some of the potential solutions to overcome these challenges that may prove key to effective patient participation in treatment decisions. Encouraging a sense of empowerment for patients will ultimately enhance treatment adherence and improve clinical outcomes in GHT.
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Affiliation(s)
- Carlo L. Acerini
- Department of Paediatrics, University of Cambridge, Cambridge, United Kingdom
- *Correspondence: Carlo L. Acerini
| | - David Segal
- Department of Paediatrics, University of the Witwatersrand, Johannesburg, South Africa
| | - Sherwin Criseno
- Department of Endocrinology, University Hospitals Birmingham NHS Foundation Trust, Birmingham, United Kingdom
| | - Kei Takasawa
- Department of Paediatrics and Developmental Biology, Tokyo Medical and Dental University, Tokyo, Japan
| | | | | | - Mohamad Maghnie
- Department of Paediatrics, IRCCS Istituto Giannina Gaslini, University of Genova, Genova, Italy
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Optimization of Drug Prescription and Medication Management in Older Adults with Cardiovascular Disease. Drugs Aging 2017; 34:803-810. [DOI: 10.1007/s40266-017-0494-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
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Dillon P, Stewart D, Smith SM, Gallagher P, Cousins G. Group-Based Trajectory Models: Assessing Adherence to Antihypertensive Medication in Older Adults in a Community Pharmacy Setting. Clin Pharmacol Ther 2017; 103:1052-1060. [PMID: 28875569 PMCID: PMC6001422 DOI: 10.1002/cpt.865] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2017] [Revised: 07/31/2017] [Accepted: 08/27/2017] [Indexed: 12/31/2022]
Abstract
Antihypertensive medication nonadherence is highly prevalent, leading to uncontrolled blood pressure. Methods that facilitate the targeting and tailoring of adherence interventions in clinical settings are required. Group‐Based Trajectory Modeling (GBTM) is a newer method to evaluate adherence using pharmacy dispensing (refill) data that has advantages over traditional refill adherence metrics (e.g. Proportion of Days Covered) by identifying groups of patients who may benefit from adherence interventions, and identifying patterns of adherence behavior over time that may facilitate tailoring of an adherence intervention. We evaluated adherence to antihypertensive medication in 905 patients over a 12‐month period in a community pharmacy setting using GBTM, identifying three subgroups of adherence patterns: 52.8%, 40.7%, and 6.5% had very high, high, and low adherence, respectively. However, GBTM failed to demonstrate predictive validity with blood pressure at 12 months. Further research on the validity of adherence measures that facilitate interventions in clinical settings is required.
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Affiliation(s)
| | - Derek Stewart
- School of Pharmacy and Life Sciences, Robert Gordon University, Aberdeen, Scotland, UK
| | - Susan M Smith
- Department of General Practice and HRB Centre for Primary Care Research, Dublin, Ireland
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Xu T, Yu X, Ou S, Liu X, Yuan J, Tan X, Chen Y. Adherence to Antihypertensive Medications and Stroke Risk: A Dose-Response Meta-Analysis. J Am Heart Assoc 2017; 6:JAHA.117.006371. [PMID: 28743788 PMCID: PMC5586324 DOI: 10.1161/jaha.117.006371] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Background Inconsistent findings have been obtained for previous studies evaluating the association between antihypertensive medication (AHM) adherence and the risk of stroke. This dose‐response meta‐analysis was designed to investigate the association between AHM adherence and stroke risk. Methods and Results MEDLINE and Embase databases were systematically searched to identify relevant studies. The quantification of adherence to AHM was calculated as the percentage of the sum of days with AHM actually taken divided by the total number of days in a specific period. Summary relative risks (RR) and 95% CIs were estimated using a random‐effects model. Stratified and dose‐response analyses were also performed. A total of 18 studies with 1 356 188 participants were included. The summary RR of stroke for the highest compared with the lowest AHM adherence level was 0.73 (95% CI, 0.67–0.79). Stratified by stroke subtype, a higher AHM adherence was associated with lower risks of ischemic stroke (RR, 0.74; 95% CI, 0.69–0.79) and hemorrhagic stroke (RR, 0.55; 95% CI, 0.42–0.72). Moreover, both fatal (RR, 0.51; 95% CI, 0.36–0.73) and nonfatal stroke (RR, 0.52; 95% CI, 0.28–0.94) were lower in participants with higher AHM adherence. The results of a dose‐response analysis indicated that a 20% increment in AHM adherence level was associated with a 9% lower risk of stroke (RR, 0.91; 95% CI, 0.86–0.96). Conclusions Higher AHM adherence is dose‐dependently associated with a lower risk of stroke in patients with hypertension.
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Affiliation(s)
- Tao Xu
- Department of Neurology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Xinyuan Yu
- Department of Neurology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Shu Ou
- Department of Neurology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Xi Liu
- Department of Neurology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Jinxian Yuan
- Department of Neurology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Xinjie Tan
- Department of Neurology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Yangmei Chen
- Department of Neurology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
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Zullig LL, Mendys P, Bosworth HB. Medication adherence: A practical measurement selection guide using case studies. PATIENT EDUCATION AND COUNSELING 2017; 100:1410-1414. [PMID: 28214168 PMCID: PMC5466489 DOI: 10.1016/j.pec.2017.02.001] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/29/2016] [Revised: 01/31/2017] [Accepted: 02/03/2017] [Indexed: 06/06/2023]
Abstract
OBJECTIVES Medication adherence is a complex problem and can be evaluated using a variety of methods. There is no single or perfect strategy to assess adherence. The "best" measure depends on contextual factors. Our objective is to provide a practical, illustrative guide for selecting the most appropriate measure of medication adherence in common contexts. METHODS We present three case studies - from the perspectives of an academic researcher, health care payer, and clinical care provider - to describe common problems and processes for measuring medication adherence, as well as proposing possible solutions. RESULTS The most appropriate measure will depend on the context (tightly controlled clinical trial setting vs. clinical setting), intended purpose (research vs. clinical), available resources (data, personnel, materials, and funding), time (quick screening vs. comprehensive review), and phase of interest (initiation, implementation, or discontinuation). Framing the problem of medication non-adherence and methods for measuring adherence are discussed using three representative case studies. CONCLUSIONS A simple tool is provided that may help stakeholders interested in medication adherence make decisions regarding the appropriate selection of measures. PRACTICE IMPLICATIONS A medication adherence measure should be selected through the lens of each situation's unique objectives, resources, and needs.
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Affiliation(s)
- Leah L Zullig
- Center for Health Services Research in Primary Care, Durham Veterans Affairs Health Care System, Durham, NC, USA; Division of General Internal Medicine, Department of Medicine, Duke University, Durham, NC, USA.
| | - Phil Mendys
- Pfizer Inc. Medical Affairs, New York, NY, USA.
| | - Hayden B Bosworth
- Center for Health Services Research in Primary Care, Durham Veterans Affairs Health Care System, Durham, NC, USA; Division of General Internal Medicine, Department of Medicine, Duke University, Durham, NC, USA; School of Nursing, Duke University, Durham, NC, USA; Department of Psychiatry and Behavioral Sciences, Duke University, Durham, NC, USA.
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Yang Q, Chang A, Ritchey MD, Loustalot F. Antihypertensive Medication Adherence and Risk of Cardiovascular Disease Among Older Adults: A Population-Based Cohort Study. J Am Heart Assoc 2017; 6:e006056. [PMID: 28647688 PMCID: PMC5669200 DOI: 10.1161/jaha.117.006056] [Citation(s) in RCA: 82] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2017] [Accepted: 04/27/2017] [Indexed: 12/27/2022]
Abstract
BACKGROUND Antihypertension medication (antihypertensive) adherence lowers risk of cardiovascular disease (CVD); few studies have examined this association among older adults. METHODS AND RESULTS We assessed this association among Medicare fee-for-service beneficiaries aged 66 to 79 years who were newly diagnosed with hypertension and initiated on antihypertensives in 2008-2009 (n=155 597). We calculated proportion of days covered (PDC) during follow-up, using proportional subdistribution hazard models, to examine association between antihypertensive adherence and a composite CVD outcomes, including first incident of fatal/nonfatal acute myocardial infarction, ischemic heart disease, stroke/transient ischemic attack, and heart failure. During follow-up (median 5.8 years and 798 621 person-years), we documented 47 198 CVD events. Among beneficiaries, 60.8%, 30.3%, and 8.9% had PDC ≥80%, 40% to 79%, and <40%. Crude incidence of CVD events were 40.1 (95% CI, 40.0-40.1), 93.9 (93.8-93.9), and 98.1 (98.1-98.2) per 1000 person-years for PDC ≥80%, 40% to 79%, and <40%, respectively. Adjusted hazard ratios for CVD events were 1.0 (<40% as reference), 1.0 (0.97-1.03) for 40% to 79%, and 0.44 (0.42-0.45) for ≥80% (P<0.001). Dose-response analysis suggested a nonlinear relationship between PDC and risk for CVD events with a protective effect of ≥80%. The pattern of associations between PDC and ischemic heart disease, stroke/transient ischemic attack, and heart failure were largely consistent as for CVD events and across different groups. CONCLUSIONS Antihypertensive adherence was associated with a significantly lower risk of CVD events among older adults. There appeared to be a threshold effect in reducing CVD events at around PDC 80%, above which the risk for CVD reduced substantially.
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Affiliation(s)
- Quanhe Yang
- Division for Heart Disease and Stroke Prevention, Centers for Disease Control and Prevention, Atlanta, GA
| | - Anping Chang
- Division for Heart Disease and Stroke Prevention, Centers for Disease Control and Prevention, Atlanta, GA
| | - Matthew D Ritchey
- Division for Heart Disease and Stroke Prevention, Centers for Disease Control and Prevention, Atlanta, GA
| | - Fleetwood Loustalot
- Division for Heart Disease and Stroke Prevention, Centers for Disease Control and Prevention, Atlanta, GA
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Affiliation(s)
| | - Wilko Spiering
- Department of Vascular Medicine, University Medical Center Utrecht, The Netherlands
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47
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Measuring medication adherence in patients with incident hypertension: a retrospective cohort study. BMC Health Serv Res 2017; 17:135. [PMID: 28193217 PMCID: PMC5307770 DOI: 10.1186/s12913-017-2073-y] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2015] [Accepted: 02/07/2017] [Indexed: 11/21/2022] Open
Abstract
Background Though pharmacy claims data are commonly used to study medication adherence, there remains no standard operational definition for adherence especially for patients on multiple medications. Even when studies use the same terminology, the actual methods of calculating adherence can differ drastically. It is unclear whether the use of different definitions results in different conclusions regarding adherence and associated outcomes. The objective of our study was to compare adherence rates and associations with mortality using different operational definitions of adherence, and using various methods of handling concurrent medication use. Methods We conducted a cohort study of patients aged ≥65 years from Manitoba, Canada, with incident hypertension diagnosed in 2004 and followed to 2009. We calculated adherence rates to anti-hypertensive medications using different operational definitions of medication adherence (including interval and prescription based medication possession ratios [MPR] and proportion of days covered [PDC]). For those on concurrent medications, we calculated adherence rates using the different methods of handling concurrent medication use, for each definition. We used logistic regression to determine the association between adherence and mortality for each operational definition. Results Among 2199 patients, 24.1% to 90.5% and 71.2% to 92.7% were considered adherent when using fixed interval and prescription-based interval medication possession ratios [MPRi and MPRp] respectively, depending on how concurrent medications were handled. Adherence was inversely associated with death, with the strongest association for MPRp measures. This association was significant only when considering adherence to any anti-hypertensive [aOR 0.70, 95% CI 0.51, 0.97], or when the mean of the class-specific MPRp’s [adjusted OR 0.71, 95% CI 0.53, 0.95] was used. No significant association existed when the highest or lowest class-specific MPRp was used as the adherence estimate. Conclusion The range of adherence estimates varies widely depending on the operational definition used. Given less variation in adherence rates and their stronger association against mortality, we recommend using prescription-based MPR’s to define medication adherence.
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Abstract
Adherence to antihypertensive medication remains a key modifiable factor in the management of hypertension. The multidimensional nature of adherence and blood pressure (BP) control call for multicomponent, patient-centered interventions to improve adherence. Promising strategies to improve antihypertensive medication adherence and BP control include regimen simplification, reduction of out-of-pocket costs, use of allied health professionals for intervention delivery, and self-monitoring of BP. Research to understand the effects of technology-mediated interventions, mechanisms underlying adherence behavior, and sex-race differences in determinants of low adherence and intervention effectiveness may enhance patient-specific approaches to improve adherence and disease control.
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Affiliation(s)
- Erin Peacock
- Department of Medicine, Tulane University School of Medicine, 1430 Tulane Avenue, New Orleans, LA 70112, USA
| | - Marie Krousel-Wood
- Department of Medicine, Tulane University School of Medicine, 1430 Tulane Avenue, New Orleans, LA 70112, USA; Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, 1440 Canal Street, New Orleans, LA 70112, USA; Center for Health Research, Ochsner Clinic Foundation, 1514 Jefferson Highway, New Orleans, LA 70121, USA.
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Gupta P, Patel P, Horne R, Buchanan H, Williams B, Tomaszewski M. How to Screen for Non-Adherence to Antihypertensive Therapy. Curr Hypertens Rep 2016; 18:89. [PMID: 27889904 PMCID: PMC5124437 DOI: 10.1007/s11906-016-0697-7] [Citation(s) in RCA: 57] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
The quality of assessment of non-adherence to treatment in hypertensive is poor. Within this review, we discuss the different methods used to assess adherence to blood-pressure-lowering medications in hypertension patients. Subjective reports such as physicians' perceptions are inaccurate, and questionnaires completed by patients tend to overreport adherence and show a low diagnostic specificity. Indirect objective methods such as pharmacy database records can be useful, but they are limited by the robustness of the recorded data. Electronic medication monitoring devices are accurate but usually track adherence to only a single medication and can be expensive. Overall, the fundamental issue with indirect objective measures is that they do not fully confirm ingestion of antihypertensive medications. Detection of antihypertensive medications in body fluids using liquid chromatography-tandem mass spectrometry is currently, in our view, the most robust and clinically useful method to assess non-adherence to blood-pressure-lowering treatment. It is particularly helpful in patients presenting with resistant, refractory or uncontrolled hypertension despite the optimal therapy. We recommend using this diagnostic strategy to detect non-adherence alongside a no-blame approach tailoring support to address the perceptions (e.g. beliefs about the illness and treatment) and practicalities (e.g. capability and resources) influencing motivation and ability to adhere.
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Affiliation(s)
- Pankaj Gupta
- Department of Metabolic Medicine and Chemical Pathology, University Hospitals of Leicester NHS Trust, Leicester, UK
- National Institute of Health Research Leicester Cardiovascular Biomedical Research Unit, Glenfield Hospital, Leicester, UK
- British Heart Foundation Cardiovascular Research Centre, Department of Cardiovascular Sciences, University of Leicester, Leicester, UK
| | - Prashanth Patel
- Department of Metabolic Medicine and Chemical Pathology, University Hospitals of Leicester NHS Trust, Leicester, UK
- National Institute of Health Research Leicester Cardiovascular Biomedical Research Unit, Glenfield Hospital, Leicester, UK
- British Heart Foundation Cardiovascular Research Centre, Department of Cardiovascular Sciences, University of Leicester, Leicester, UK
| | - Robert Horne
- Department of Behavioral Medicine, School of Pharmacy, University College London, London, UK
| | - Heather Buchanan
- Division of Rehabilitation and Ageing, School of Medicine, University of Nottingham, Nottingham, UK
| | - Bryan Williams
- Institute of Cardiovascular Science, University College London, London, UK
- National Institute for Health Research University College London Hospitals Biomedical Research Centre, London, UK
| | - Maciej Tomaszewski
- Division of Cardiovascular Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK.
- Division of Medicine, Central Manchester NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK.
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Kravetz JD, Walsh RF. Team-Based Hypertension Management to Improve Blood Pressure Control. J Prim Care Community Health 2016; 7:272-5. [PMID: 27106631 PMCID: PMC5932700 DOI: 10.1177/2150131916645580] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
OBJECTIVE Hypertension is the most common condition seen in primary care, occurring in 1 in 3 adults in the United States. The patient-centered medical home provides an opportunity for proactive, team-based care of hypertension. The purpose of this pilot study was to measure the effectiveness of a team-based approach to blood pressure management in a busy, primary care setting. METHODS Using panel management within 2 primary care clinics, a cohort of patients with blood pressures >160/100 mm Hg, was identified. The patients at 1 clinic were contacted by the primary care team and offered multiple interventions aimed at improving blood pressure control; including discussion of medication compliance, medication titration, home blood pressure monitoring, nutritional counseling, and motivational interviewing. The change in blood pressure for these patients at 4 months was compared to a parallel primary care clinic within the same medical center whose patients were treated with usual primary care. RESULTS A total of 350 and 315 patients were included in the intervention and usual care cohorts, respectively. At 4 months, the decrease of systolic blood pressure in the intervention group was significantly greater than in the usual care group (15.6 vs 9.9 mm Hg; P < .001). Sixty-two percent of patients in the intervention group had lower systolic blood pressures post intervention, compared with 41% of usual care patients (P < .001). Reduction in diastolic blood pressure occurred in 54% of intervention patients, compared with 37% of usual care patients (P < .001). CONCLUSIONS Our findings demonstrate the effectiveness of a team-based approach to blood pressure management. This can provide a framework for implementation of team-based care for hypertension in the patient-centered medical home.
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Affiliation(s)
- Jeffrey D Kravetz
- VA Connecticut Health Care System, West Haven, CT, USA Yale University School of Medicine, New Haven, CT, USA
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