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Deshpande M, Chewning B, Mott D, Thorpe JM, Young HN. Asthma medication use among late midlife U.S. Adults. J Asthma 2015; 53:261-8. [PMID: 26365527 DOI: 10.3109/02770903.2015.1072720] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
OBJECTIVE Despite substantial prevalence of asthma, little is known about asthma in late midlife adults (50-64 years). The objective of this study was to examine the factors associated with the use of asthma medications among late midlife adults. METHODS Pooled data were obtained from the 2006 to 2010 Medical Expenditure Panel Survey. Medication use outcome variables include: (a) daily use of a preventive asthma medication and (b) use of more than three canisters of rescue inhalers in last 3 months. The Andersen Behavioral Model of Health Services Utilization was used to guide the selection of independent variables. Descriptive, unadjusted and adjusted logistic regression analyses were performed. Point estimates were weighted to the US civilian population and variance estimates were adjusted to obtain appropriate standard errors. All analyses were conducted using STATA (version 12). RESULTS A total of 1414 (weighted sample of 15,030,364) self-reported late midlife asthmatics were identified. About 31% of late midlife adults with asthma were using a preventive medication on a daily basis while 11% reported overusing acute medications. Adjusted analyses found that race, rurality and smoking were related to poor use of asthma medications among late midlife adults. CONCLUSION Results suggest that asthma medication use is far from optimal among vulnerable groups of late midlife US adults.
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Affiliation(s)
- Maithili Deshpande
- a Pharmacy Practice, Southern Illinois University-Edwardsville , Edwardsville , IL , USA
| | - Betty Chewning
- b Social and Administrative Sciences, University of Wisconsin-Madison , Madison , WI , USA
| | - David Mott
- b Social and Administrative Sciences, University of Wisconsin-Madison , Madison , WI , USA
| | - Joshua M Thorpe
- c Pharmacy and Therapeutics, University of Pittsburgh , Pittsburgh , PA , USA , and
| | - Henry N Young
- d Clinical and Administrative Pharmacy, University of Georgia-Athens , Athens , GA , USA
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Rigg KK, DeCamp W. Explaining Prescription Opioid Misuse Among Veterans: A Theory-Based Analysis Using Structural Equation Modeling. ACTA ACUST UNITED AC 2014. [DOI: 10.1080/21635781.2014.917011] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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How can health literacy influence outcomes in heart failure patients? Mechanisms and interventions. Curr Heart Fail Rep 2014; 10:232-43. [PMID: 23873404 DOI: 10.1007/s11897-013-0147-7] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Health literacy is discussed in papers from 25 countries where findings suggest that approximately a third up to one half of the people in developed countries have low health literacy. Specifically, health literacy is the mechanism by which individuals obtain and use health information to make health decisions about individual treatments in the home, access care in the community, promote provider-patient interactions, structure self-care, and navigate health care programs both locally and nationally. Further, health literacy is a key determinant of health and a critical dimension for assessing individuals' needs, and, importantly, their capacity for self-care. Poorer health knowledge/status, more medication errors, costs, and higher rates of morbidity, readmissions, emergency room visits, and mortality among patients with health illiteracy have been demonstrated. Individuals at high risk for low health literacy include the elderly, disabled, Blacks, those with a poverty-level income, some or less high school education, either no insurance or Medicare or Medicaid, and those for whom English is a second language. As a consequence, health literacy is a complex, multifaceted, and evolving construct including aspects of social, psychological, cultural and economic circumstances. The purpose of this paper is to describe the mechanisms and consequences of health illiteracy. Specifically, the prevalence, associated demographics, and models of health literacy are described. The mechanism of health illiteracy's influence on outcomes in heart failure is proposed. Tools for health literacy assessment are described and compared. Finally, the health outcomes and general interventions to enhance the health outcomes in heart failure are discussed.
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Deshpande M, Chewning B, Mott D, Thorpe JM, Young HN. Asthma medication use among U.S. adults 18 and older. Res Social Adm Pharm 2014; 10:e113-e123. [PMID: 24684962 DOI: 10.1016/j.sapharm.2014.02.006] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2014] [Accepted: 02/23/2014] [Indexed: 10/25/2022]
Abstract
BACKGROUND Asthma is a chronic lung disease that currently affects an estimated 25 million Americans. One way to control the disease is by regular use of preventive asthma medications and controlled use of acute medications. However, little is known about adults with asthma and factors associated with their medication use. OBJECTIVE To identify factors associated with asthma medication use among U.S. adults aged 18 and older. METHODS Data were obtained from the 2006 to 2010 Medical Expenditure Panel Survey (MEPS). Medication use outcome variables include: a) daily use of a preventive asthma medication (yes/no) and b) overuse (3+) of acute inhalers in last 3 months (yes/no). The Andersen Behavioral Model of Health Care was used to guide the selection of independent variables. The independent variables were categorized as predisposing, enabling and medical need factors. Logistic regression models were used to examine the relationship between asthma medication use in adults with asthma. Point estimates were weighted to the U.S. non-institutionalized population, and standard errors were adjusted to account for the complex survey design. RESULTS Compared to Whites, minority adults 18 and older were less likely to use preventive asthma medication daily (Hispanic-OR: 0.72, CI: 0.54-0.96; African American-OR: 0.62, CI: 0.51-0.75 respectively). Similarly, Hispanic adults age 18 and older were at a significantly higher likelihood of overusing rescue medications compared to Whites (OR: 1.47, CI: 1.03-2.11). Non-metropolitan adults age 18 and older were more likely to overuse acute asthma medications than those from Metropolitan Statistical Area (OR: 1.57, CI: 1.15-2.16). Compared to older adults age 65 and over, late mid-life 50-64 year old adults were less likely to use a daily preventive asthma medication (OR: 0.67, CI: 0.54-0.83). CONCLUSIONS Race, rurality and age were important factors associated with poor asthma medication use in U.S. adults. Although this is a first step toward identifying factors that may influence the use of asthma medications, future studies are needed to develop and implement interventions to overcome issues to improve asthma care.
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Affiliation(s)
| | | | - David Mott
- University of Wisconsin, Madison, WI, USA
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Sacks NC, Burgess JF, Cabral HJ, Pizer SD, McDonnell ME. Cost sharing and decreased branded oral anti-diabetic medication adherence among elderly Part D Medicare beneficiaries. J Gen Intern Med 2013; 28:876-85. [PMID: 23404199 PMCID: PMC3682054 DOI: 10.1007/s11606-013-2342-3] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/12/2012] [Revised: 12/14/2012] [Accepted: 01/02/2013] [Indexed: 10/27/2022]
Abstract
BACKGROUND Although the Medicare Part D coverage gap phase-out should reduce cost-related nonadherence (CRN) among seniors with diabetes, preferential generic prescribing may have already decreased CRN, while smaller numbers of patients using more costly branded oral anti-diabetic (OAD) medications remain vulnerable to CRN. OBJECTIVE To estimate the effects of cost sharing in the Part D standard (non-LIS) benefit on adherence to different OAD classes, comparing two classes dominated by inexpensive generic medications and two by more costly branded medications. DESIGN AND PATIENTS Retrospective cohort study using dispensed prescription data for elderly non-LIS (N=81,047) and LIS (low-income subsidy) (N=150,359) beneficiaries using same class OAD(s) in 2008 and 2009. Logistic regression modeled non-LIS likelihood; LIS and non-LIS patients matched using propensity outcome (N=38,054). Logistic regression, controlling for demographic and health status characteristics, modeled effects of non-LIS coverage on 2009 OAD class adherence. MAIN MEASURES Main outcome measures were within-class OAD coverage year adherence, with patients considered adherent when days supplied to calendar days ratio at least 0.8. KEY RESULTS Non-LIS patients had 0.52 and 0.57 times the odds of branded-only DPP-4 Inhibitor (N=1,812; 95 % CI: 0.43, 0.63; P<0.001) and Thiazolidinedione (TZD) (N=6,290; 95 % CI: 0.52, 0.63; P<0.001) adherence. Most patients (N=32,510; 82 %) used OADs in primarily generic classes, where we found no significant (Biguanides; N=21,377) or small differences (Sulfonylureas/Glinides [N=19,240; OR: 0.91; 95 % CI: 0.86, 0.97; P=0.002]) in adherence odds. Crude adherence rates were sub-optimal when CRN was not a factor (Non-LIS/LIS: Biguanides: 65 %/65 %; Sulfonylureas/Glinides: 66 %/68 %; LIS: DPP-4 Inhibitors: 66 %; TZDs: 67 %). CONCLUSIONS Gap elimination would not affect generic, but should reduce branded OAD CRN. Branded copayments may continue to lead to CRN. Policy initiatives and benefit changes targeting both cost deterrents for patients with more complex disease and non-cost generic OAD underuse are recommended.
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Affiliation(s)
- Naomi C Sacks
- Center for Organization, Leadership and Management Research, VA Boston, Boston, MA, USA.
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Thompson KA, Morrissey RP, Phan A, Schwarz ER. Does the United States Economy Affect Heart Failure Readmissions? A Single Metropolitan Center Analysis. Clin Cardiol 2012; 35:474-7. [DOI: 10.1002/clc.21996] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2011] [Accepted: 03/17/2012] [Indexed: 11/12/2022] Open
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Riegel B, Lee CS, Ratcliffe SJ, De Geest S, Potashnik S, Patey M, Sayers SL, Goldberg LR, Weintraub WS. Predictors of objectively measured medication nonadherence in adults with heart failure. Circ Heart Fail 2012; 5:430-6. [PMID: 22647773 DOI: 10.1161/circheartfailure.111.965152] [Citation(s) in RCA: 47] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
BACKGROUND Medication nonadherence rates are high. The factors predicting nonadherence in heart failure remain unclear. METHODS AND RESULTS A sample of 202 adults with heart failure was enrolled from the northeastern United States and followed for 6 months. Specific aims were to describe the types of objectively measured medication adherence (eg, taking, timing, dosing, drug holidays) and to identify contributors to nonadherence 6 months after enrollment. Latent growth mixture modeling was used to identify distinct trajectories of adherence. Indicators of the 5 World Health Organization dimensions of adherence (socioeconomic, condition, therapy, patient, and healthcare system) were tested to identify contributors to nonadherence. Two distinct trajectories were identified and labeled persistent adherence (77.8%) and steep decline (22.3%). Three contributors to the steep decline in adherence were identified. Participants with lapses in attention (adjusted OR, 2.65; P=0.023), those with excessive daytime sleepiness (OR, 2.51; P=0.037), and those with ≥2 medication dosings per day (OR, 2.59; P=0.016) were more likely to have a steep decline in adherence over time than to have persistent adherence. CONCLUSIONS Two distinct patterns of adherence were identified. Three potentially modifiable contributors to nonadherence have been identified.
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Affiliation(s)
- Barbara Riegel
- Biobehavioral Research Center, University of Pennsylvania School of Nursing, 418 Curie Boulevard, Philadelphia, PA 19104-4217, USA.
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Chotiyaputta W, Hongthanakorn C, Oberhelman K, Fontana RJ, Licari T, Lok ASF. Adherence to nucleos(t)ide analogues for chronic hepatitis B in clinical practice and correlation with virological breakthroughs. J Viral Hepat 2012; 19:205-12. [PMID: 22329375 DOI: 10.1111/j.1365-2893.2011.01494.x] [Citation(s) in RCA: 50] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Medication adherence is important for the success of nucleos(t)ide analogue (NUC) treatment for chronic hepatitis B. The aims of this study were to determine adherence to NUCs and factors associated with NUC adherence and to correlate NUC adherence with the occurrence of virological breakthroughs in patients with chronic hepatitis B. Consecutive patients with chronic hepatitis B receiving NUC were asked to complete a survey every 3 months. Adherence was also assessed by healthcare providers in the clinic. Adherence rate was defined as the per cent of days the patients took their hepatitis B virus medications during the last 30 days. A total of 111 patients were studied. The mean age was 47.7 years, 73.9% were men, 57.7% were Asian, 42.3% had postgraduate education and 80% had private insurance. Sixty-nine (74.1%) patients reported 100% adherence in the survey, while 78 (83.9%) reported 100% adherence to their healthcare providers. Patients with 100% adherence based on the survey were older (P = 0.02), more likely to be men (P = 0.006), and had higher annual household income (P = 0.04) than those with <100% adherence. In the 80 patients who completed three surveys, viral breakthrough was observed in 1/46 (2.2%) with 100% adherence on all three surveys, 1/18 (5.6%) with <100% adherence on one survey and 3/16 (18.8%) with <100% adherence on ≥2 surveys, (P = 0.06). In conclusion, adherence to NUC therapy in our patients with chronic hepatitis B was high but self-reporting of adherence to healthcare providers may be inflated. Patients with chronic hepatitis B with better adherence to NUC therapy had a trend towards a lower rate of viral breakthroughs.
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Affiliation(s)
- W Chotiyaputta
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, University of Michigan Health System, Ann Arbor, MI 48109, USA
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Wang V, Liu CF, Bryson CL, Sharp ND, Maciejewski ML. Does medication adherence following a copayment increase differ by disease burden? Health Serv Res 2011; 46:1963-85. [PMID: 21689097 DOI: 10.1111/j.1475-6773.2011.01286.x] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
OBJECTIVES To compare changes in medication adherence between patients with high- or low-comorbidity burden after a copayment increase. METHODS We conducted a retrospective observational study at four Veterans Affairs (VA) medical centers by comparing veterans with hypertension or diabetes required to pay copayments with propensity score-matched veterans exempt from copayments. Disease cohorts were stratified by Diagnostic Cost Group risk score: low- (<1) and high-comorbidity (>1) burden. Medication adherence from February 2001 to December 2003, constructed from VA pharmacy claims data based on the ReComp algorithm, were assessed using generalized estimating equations. RESULTS Veterans with lower comorbidity were more responsive to a U.S.$5 copayment increase than higher comorbidity veterans. In the lower comorbidity groups, veterans with diabetes had a greater reduction in adherence than veterans with hypertension. Adherence trends were similar for copayment-exempt and nonexempt veterans with higher comorbidity. CONCLUSION Medication copayment increases are associated with different impacts for low- and high-risk patients. High-risk patients incur greater out-of-pocket costs from continued adherence, while low-risk patients put themselves at increased risk for adverse health events due to greater nonadherence.
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Affiliation(s)
- Virginia Wang
- Division of General Internal Medicine, Department of Medicine, Duke University, Durham, NC, USA.
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Pawaskar M, Burch S, Seiber E, Nahata M, Iaconi A, Balkrishnan R. Medicaid payment mechanisms: impact on medication adherence and health care service utilization in type 2 diabetes enrollees. Popul Health Manag 2010; 13:209-18. [PMID: 20455787 DOI: 10.1089/pop.2009.0046] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
The purpose of this retrospective cohort study was to examine the impact of the type of health plan (capitated vs. fee for service [FFS]) on outcomes (medication adherence and health care service utilization) in type 2 diabetes Medicaid enrollees. Subjects were 8581 Medicaid enrollees with type 2 diabetes who newly started oral pharmacotherapy and were followed for 6 months before and 12 months after the index antidiabetic medication to collect data on medication adherence and health care service utilization. Multiple log-linear regression analysis was used to predict medication adherence while negative binomial regressions were used to examine health care service utilization. Medication adherence was found to be significantly lower for patients in capitated plans (5%, P < 0.05). Moreover, patients in capitated plans were associated with 14% more hospitalizations and 16% increased odds of emergency room visits, but 27% fewer outpatient visits compared to those in FFS plans (all P < 0.05). Although Medicaid programs use capitated managed care plans primarily as a cost-containment strategy, these plans may not be cost-effective for the long-term management of chronic conditions such as diabetes.
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DiMartino LD, Shea AM, Hernandez AF, Curtis LH. Use of guideline-recommended therapies for heart failure in the Medicare population. Clin Cardiol 2010; 33:400-5. [PMID: 20641116 DOI: 10.1002/clc.20760] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
BACKGROUND Most information about the use of guideline-recommended therapies for heart failure reflects what occurred at discharge after an inpatient stay. HYPOTHESIS Using a nationally representative, community-dwelling sample of elderly Medicare beneficiaries, we examined how the use of angiotensin-converting enzyme (ACE) inhibitors, angiotensin receptor blockers (ARBs), and beta-blockers has changed and factors associated with their use. METHODS Using data from the Medicare Current Beneficiary Survey cost and use files matched with Medicare claims data, we identified beneficiaries for whom a diagnosis of heart failure was reported between January 1, 2000, and December 31, 2004. Data on medications prescribed during the year of cohort entry were based on patient self-report. We used multivariable logistic regression to explore relationships between the use of ACE inhibitors/ARBs and beta-blockers and patient demographic characteristics. RESULTS From 2000 through 2004, the use of ARBs increased from 12% to 19%, and the use of beta-blockers increased from 30% to 41%. The use of ACE inhibitors remained constant at 45%. Beneficiaries who reported having prescription drug insurance coverage were 32% more likely than other beneficiaries to have filled a prescription for an ACE inhibitor or ARB and 26% more likely to have filled a prescription for a beta-blocker. CONCLUSIONS Although the use of guideline-recommended therapies for heart failure has increased, it remains suboptimal.
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Affiliation(s)
- Lisa D DiMartino
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, North Carolina 27715, USA
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Preliminary survey of educational support for patients prescribed ocular hypotensive therapy. Eye (Lond) 2010; 24:1777-86. [PMID: 20829888 DOI: 10.1038/eye.2010.121] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
PURPOSE to establish the impact of educational support on patients' knowledge of glaucoma and adherence, in preparation for an intervention study. METHODS structured observation encapsulated the educational support provided during clinical consultations and patient interviews captured the depth of glaucoma knowledge, problems associated with glaucoma therapy, and adherence issues. RESULTS one hundred and thirty-eight patients completed the study. Education was didactic in nature, limited for many patients and inconsistent across clinics. Patients showed generally poor knowledge of glaucoma with a median score of 6 (range 0-16). A significant association was found between educational support and knowledge for newly prescribed patients (Kendall's tau=0.30, P=0.003), but no association was found for follow-up patients (Kendall's tau=0.11, P=0.174). Only five (6%) patients admitted to a doctor that they did not adhere to their drop regimen, yet 75 (94%) reported at interview that they missed drops. CONCLUSIONS although important, knowledge alone may not sufficiently improve adherence: a patient-centred approach based on ongoing support according to need may provide a more effective solution for this patient group.
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Schmittdiel JA, Steers N, Duru OK, Ettner SL, Brown AF, Fung V, Hsu J, Quiter E, Tseng CW, Mangione CM. Patient-provider communication regarding drug costs in Medicare Part D beneficiaries with diabetes: a TRIAD Study. BMC Health Serv Res 2010; 10:164. [PMID: 20546616 PMCID: PMC2893177 DOI: 10.1186/1472-6963-10-164] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2010] [Accepted: 06/14/2010] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Little is known about drug cost communications of Medicare Part D beneficiaries with chronic conditions such as diabetes. The purpose of this study is to assess Medicare Part D beneficiaries with diabetes' levels of communication with physicians regarding prescription drug costs; the perceived importance of these communications; levels of prescription drug switching due to cost; and self-reported cost-related medication non-adherence. METHODS Data were obtained from a cross-sectional survey (58% response rate) of 1,458 Medicare beneficiaries with diabetes who entered the coverage gap in 2006; adjusted percentages of patients with communication issues were obtained from multivariate regression analyses adjusting for patient demographics and clinical characteristics. RESULTS Fewer than half of patients reported discussing the cost of medications with their physicians, while over 75% reported that such communications were important. Forty-eight percent reported their physician had switched to a less expensive medication due to costs. Minorities, females, and older adults had significantly lower levels of communication with their physicians regarding drug costs than white, male, and younger patients respectively. Patients with < $25 K annual household income were more likely than higher income patients to have talked about prescription drug costs with doctors, and to report cost-related non-adherence (27% vs. 17%, p < .001). CONCLUSIONS Medicare Part D beneficiaries with diabetes who entered the coverage gap have low levels of communication with physicians about drug costs, despite the high perceived importance of such communication. Understanding patient and plan-level characteristics differences in communication and use of cost-cutting strategies can inform interventions to help patients manage prescription drug costs.
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Cleary KK, Howell DM. Prescription Medication Use and Health-Related Quality of Life in Rural Elderly. PHYSICAL & OCCUPATIONAL THERAPY IN GERIATRICS 2009. [DOI: 10.1080/j148v26n02_04] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
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Wu JR, Moser DK, De Jong MJ, Rayens MK, Chung ML, Riegel B, Lennie TA. Defining an evidence-based cutpoint for medication adherence in heart failure. Am Heart J 2009; 157:285-91. [PMID: 19185635 DOI: 10.1016/j.ahj.2008.10.001] [Citation(s) in RCA: 99] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/09/2008] [Accepted: 10/01/2008] [Indexed: 11/18/2022]
Abstract
BACKGROUND Despite the importance of medication adherence in heart failure, clinically relevant cutpoints for distinguishing the level of adherence associated with outcomes are unknown. OBJECTIVE The purpose of this study is to determine the cutpoint above which there is a positive relationship between level of medication adherence and event-free survival. METHODS This was a longitudinal study of 135 patients with heart failure. Medication adherence was measured using a valid and objective measure, the Medication Event Monitoring System. Two indicators of adherence were assessed by the Medication Event Monitoring System (AARDEX, Union City, CA): (1) dose count, percentage of prescribed doses taken, and (2) dose days, percentage of days the correct number of doses was taken. Patients were followed up to 3.5 years to collect data on outcomes. A series of Kaplan-Meier plots with log-rank tests, Cox survival analyses, and receiver operating characteristic curves were assessed comparing event-free survival in patients divided at one-point incremental cutpoints. RESULTS Event-free survival was significantly better when the prescribed number of doses taken (dose count) or the correct dose (dose day) was > or =88%. This level was confirmed in a Cox regression model controlling for age, gender, ejection fraction, New York Heart Association, comorbidity, angiotensin-converting enzyme inhibitor use, and beta-blocker use. Receiver operating characteristic curves showed that adherence rates above 88% produced the optimal combination of sensitivity and specificity with respect to predicting better event-free survival. With 88% as the adherence cutpoint, the hazard ratio for time to first event for the nonadherent group was 2.2 by dose count (P = .021) and 3.2 by dose day (P = .002). CONCLUSION The results of this study provide clinicians and researchers with an evidence-based recommendation about the level of adherence needed to achieve optimal clinical outcomes.
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Affiliation(s)
- Jia-Rong Wu
- University of Kentucky, College of Nursing, Lexington, 40536-0232, USA.
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Wu JR, Chung M, Lennie TA, Hall LA, Moser DK. Testing the psychometric properties of the Medication Adherence Scale in patients with heart failure. Heart Lung 2009; 37:334-43. [PMID: 18790334 DOI: 10.1016/j.hrtlng.2007.10.001] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
OBJECTIVE Many factors may contribute to medication nonadherence in heart failure (HF), but no standard measure exists to evaluate factors associated with nonadherence. To fill this gap, we developed the Medication Adherence Scale (MAS) and tested its reliability and validity in patients with HF. METHOD Questionnaire data were collected from 100 patients with HF at baseline using the MAS, and objective adherence data were collected for 3 consecutive months using the Medication Event Monitoring System. RESULTS Principal component analysis yielded three factors that explained 63% of the variance in medication adherence: knowledge, attitudes, and barriers to medication adherence. Cronbach's alphas for these subscales ranged from .75 to .94, which supported their internal consistency. The Spearman rho correlation coefficients between the Medication Event Monitoring System and Knowledge, Attitudes, and Barriers scores were .25 to .31 (P < .05), demonstrating support for construct validity. CONCLUSION These results support the reliability and validity of the MAS as a measure of knowledge, attitudes, and barriers of medication adherence.
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Affiliation(s)
- Jia-Rong Wu
- University of Kentucky, College of Nursing, Lexington, KY 40536-0232, USA
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Abstract
BACKGROUND Despite the proven effectiveness of many medications for chronic diseases, many patients do not refill their prescriptions in the required timeframe. OBJECTIVE Compare the effectiveness of 3 pharmacist strategies to decrease time to refill of prescriptions for common chronic diseases. RESEARCH DESIGN/SUBJECTS: A randomized, controlled clinical trial with patients as the unit of randomization. Nine pharmacies within a medium-sized grocery store chain in South Carolina were included, representing urban, suburban, and rural areas and patients from a variety of socioeconomic backgrounds. Patients (n = 3048) overdue for refills for selected medications were randomized into 1 of 3 treatment arms: (1) pharmacist contact with the patient via telephone, (2) pharmacist contact with the patient's prescribing physician via facsimile, and (3) usual care. MEASURES The primary outcome was the number of days from their recommended refill date until the patient filled a prescription for any medication relevant to his/her chronic disease. Prescription refill data were obtained routinely from the pharmacy district office's centralized database. Patient disposition codes were obtained by pharmacy employees. An intent-to-treat approach was used for all analyses. RESULTS There were no significant differences by treatment arm in the study outcomes. CONCLUSIONS Neither of the interventions is more effective than usual care at improving persistence of prescription refills for chronic diseases in overdue patients.
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Wu JR, Moser DK, Chung ML, Lennie TA. Predictors of medication adherence using a multidimensional adherence model in patients with heart failure. J Card Fail 2008; 14:603-14. [PMID: 18722327 DOI: 10.1016/j.cardfail.2008.02.011] [Citation(s) in RCA: 150] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2007] [Revised: 02/12/2008] [Accepted: 02/25/2008] [Indexed: 01/19/2023]
Abstract
BACKGROUND Medication adherence in heart failure (HF) is a crucial but poorly understood phenomenon. The purpose of this study was to explore factors contributing to medication adherence in patients with HF by using the World Health Organization's multidimensional adherence model. METHODS AND RESULTS Patients (N = 134) with HF (70% were male, aged 61 +/- 12 years, 61% with New York Heart Association III/IV) were studied to determine the predictors of medication adherence derived from the multidimensional adherence model. Medication adherence was measured objectively using the medication event monitoring system for 3 months. Three indicators of adherence were assessed by the medication event monitoring system: 1) dose-count, the percentage of prescribed doses taken; 2) dose-days, the percentage of days the correct number of doses were taken; and 3) dose-time, the percentage of doses that were taken on schedule. Barriers to medication adherence, ethnicity, and perceived social support predicted dose-count (P < .001). New York Heart Association functional class, barriers to medication adherence, financial status, and perceived social support predicted dose-day (P < .001). Barriers to medication adherence and financial status predicted dose-time (P = .005). CONCLUSION A number of modifiable factors predicted medication adherence in patients with HF, providing specific targets for intervention.
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Affiliation(s)
- Jia-Rong Wu
- College of Nursing, University of Kentucky, Lexington, KY 40536-0232, USA
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Medication adherence in patients who have heart failure: a review of the literature. Nurs Clin North Am 2008; 43:133-53; vii-viii. [PMID: 18249229 DOI: 10.1016/j.cnur.2007.10.006] [Citation(s) in RCA: 182] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Data indicate that nonadherence plays a major role in preventable rehospitalizations. The first step to improving adherence is determining the affecting factor. This article critically reviews the literature on factors affecting medication adherence in heart failure patients. Findings about effects of age, gender, race, and living status on adherence are quite inconsistent. Patients who believe taking medications is beneficial or who have no side effects are more adherent, as are those highly motivated to improve their well-being. Forgetfulness, social support, and patient-provider relationship are related to adherence. Providers seeking to increase adherence must consider patients' expectations for their health, their environment, their barriers to following prescribed regimen, and their understanding of their condition and how it relates to medication taking.
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Brown SB, Shannon RP. Improving medication compliance in patients with heart failure. Am J Cardiol 2008; 101:274-7. [PMID: 18178422 DOI: 10.1016/j.amjcard.2007.07.073] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/23/2007] [Revised: 07/24/2007] [Accepted: 07/24/2007] [Indexed: 10/22/2022]
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Wu JR, Moser DK, Lennie TA, Peden AR, Chen YC, Heo S. Factors influencing medication adherence in patients with heart failure. Heart Lung 2008; 37:8-16, 16.e1. [DOI: 10.1016/j.hrtlng.2007.02.003] [Citation(s) in RCA: 72] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2006] [Accepted: 02/15/2007] [Indexed: 11/27/2022]
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Rothman MD, Van Ness PH, O'Leary JR, Fried TR. Refusal of medical and surgical interventions by older persons with advanced chronic disease. J Gen Intern Med 2007; 22:982-7. [PMID: 17483977 PMCID: PMC1948844 DOI: 10.1007/s11606-007-0222-4] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/06/2006] [Revised: 03/13/2007] [Accepted: 04/16/2007] [Indexed: 10/23/2022]
Abstract
BACKGROUND Patients with advanced chronic disease are frequently offered medical and surgical interventions with potentially large trade-offs between benefits and burdens. Little is known about the frequency or outcomes of treatment refusal among these patients. OBJECTIVE To assess the frequency of, reasons for, factors associated with, and outcomes of treatment refusal among older persons with advanced chronic disease. DESIGN Observational cohort study. PARTICIPANTS Two hundred twenty-six community-dwelling persons with advanced cancer, chronic obstructive pulmonary disease, or congestive heart failure, interviewed at least every 4 months for up to 2 years. MEASUREMENTS Participants were asked if they had refused any treatments recommended by their physicians, and why. RESULTS Thirty-six of 226 patients (16%) reported refusing 1 or more medical or surgical treatments recommended by their physician. The most frequently refused interventions were cardiac catheterization and surgery. The most common reason for refusal was fear of side effects (41%). Treatment refusal was more frequent among patients who wanted prognostic information (10% vs 2%, p = .02) or estimated their own longevity at 2 years or less (18% vs 5%, p = .02). There was an increased risk of mortality among refusers compared with non-refusers (HR 1.98, 95% CI 1.02-3.86). CONCLUSIONS Refusal of medical and surgical interventions other than medications is common among persons with advanced chronic disease, and is associated with a greater desire for, and understanding of, prognostic information.
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Affiliation(s)
- Marc D Rothman
- Department of Medicine, Division of Geriatrics, Yale University School of Medicine, 20 York Street, TMP-15, New Haven, CT 06504, USA.
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Abstract
Background and Purpose—
Medication access is crucial to secondary stroke prevention. We assessed medication access and associated barriers to care across region and time in a national sample of US stroke survivors.
Methods—
Among all 5840 black or white stroke survivors aged ≥45 years responding to the National Health Interview Survey years 1997 to 2004, we examined inability to afford medications within the last 12 months across region (Northeast, Midwest, West, South) and time. With logistic regression, we adjusted associations between medication inaffordability and region and time for age, sex, race, neurological disability, comorbidity, health status, insurance, income and out-of-pocket medical expenses.
Results—
In 2004, ≈76 000 US stroke survivors were unable to afford medications. Lower medication affordability was reported among stroke survivors who were <65 years old, black, female, had high comorbidity or low health status. Compared with stroke survivors able to afford medications, those unable more frequently reported lack of transportation (15% versus 3%;
P
<0.001), no health insurance (16% versus 3%;
P
<0.001), no usual place of care (6% versus 2%;
P
=0.001), income <$20 000 (66% versus 40%;
P
<0.001) and out-of-pocket medical expenses ≥$2000 (35% versus 25%;
P
<0.001). From 1997 to 2004, inability to afford medications increased significantly from 8.1% to 12.7% (P
trend
=0.01) overall and increased in all US regions except the Northeast.
Conclusions—
We identified a vulnerable stroke survivor population with reduced medication access and increased barriers to medical care. Membership in this population has grown substantially from 1997 to 2004, potentially leading to increased recurrent stroke incidence.
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Affiliation(s)
- Deborah A Levine
- Deep South Center on Effectiveness Research, Birmingham VA Medical Center, AL, USA.
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Abstract
Control of hypertension in recent clinical trials varies from 48% to 65%. However, in community care of hypertension in the United States, estimates of control of hypertension are far lower. The United States has no single system of care; however, several care systems can be identified for comparison, such as the Department of Veterans Affairs, managed care organizations, and the Indian Health Service. This review compares control of hypertension in certain centers in these systems with that achieved in clinical trials and in the community at large. Certain components of care systems are assessed for their contribution to the control of hypertension. The author concludes that for community control of hypertension to approach that achieved in clinical trials, the use of physician extenders, together with reduced or minimal cost of medication, improved education of providers with feedback, and computerization of management systems will be needed. In addition, specific interventions targeted to medically underserved groups will be required.
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Affiliation(s)
- Lawrence R Krakoff
- Department of Medicine, Englewood Hospital and Medical Center, Englewood, NJ 07631, USA.
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Abstract
The prevalence of diabetes in the U.S. Medicare population is growing at an alarming rate. From 1980 to 2004, the number of people aged 65 or older with diagnosed diabetes increased from 2.3 million to 5.8 million. According to the Centers for Medicare and Medicaid (CMS), 32% of Medicare spending is attributed to the diabetes population. Since its inception, Medicare has expanded medical coverage of monitoring devices, screening tests and visits, educational efforts, and preventive medical services for its diabetic enrollees. However, oral antidiabetic agents and insulin were excluded from reimbursement. In 2003, Congress passed the Medicare Modernization Act that includes a drug benefit to be administered either through Medicare Advantage drug plans or privately sponsored prescription drug plans for implementation in January 2006. In this article we highlight key patient and drug plan characteristics and resources that providers may focus upon to assist their patients choose a coverage plan. Using a case example, we illustrate the variable financial impact the adoption of Medicare part D may have on beneficiaries with diabetes due to their economic status. We further discuss the potential consequences the legislation will have on diabetic patients enrolled in Medicare, their providers, prescribing strategies, and the diabetes market.
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Affiliation(s)
- R Ashkenazy
- Beth Israel Deaconess Medical Center, Joslin Diabetes Center, Harvard Medical School, Boston, MA, USA.
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