BACKGROUND:Minorities have lower adherence to cardiovascular medications and have worst cardiovascular outcomes post coronary stent placement OBJECTIVE: The aim of this study is to compare the efficacy of phone-delivered Motivational Interviewing (MINT) to an educational video at improving adherence to antiplatelet medications among insured minorities. DESIGN: This was a randomized study. PARTICIPANTS: We identified minorities with a recently placed coronary stent from an administrative data set by using a previously validated algorithm. INTERVENTIONS: MINT subjects received quarterly phone calls and the DVD group received a one-time mailed video. MAIN MEASURES: Outcome variables were collected at baseline and at 12-month post-stent, using surveys and administrative data. The primary outcome was antiplatelet (clopidogrel and prasugrel) adherence measured by Medication Possession Ratio (MPR) and self-reported adherence (Morisky score). We also measured appropriate adherence defined as an MPR ≥ 0.80. KEY RESULTS: We recruited 452 minority subjects with a new coronary stent (44 % Hispanics and 56 % Black). The patients had a mean age of 69.5±8.8, 58 % were males, 78 % had an income lower than $30,000 per year and only 22 % had achieved high school education or higher. The MPR for antiplatelet medications was 0.77 for the MINT group compared to 0.70 for the DVD group (p<0.05). The percentage of subjects with adequate adherence to their antiplatelet medication was 64 % in the MINT group and 50 % in the DVD group (p<0.01). Self-reported adherence at 12 months was higher in the MINT group compared to the DVD group (p<0.01). Results were similar among drug-eluting stent (DES) recipients. CONCLUSIONS: Among racial minorities, a phone-based motivational interview is effective at improving adherence to antiplatelet medications post coronary stent placement. Phone-based MINT seems to be a promising and cost-effective strategy to modify risk behaviors among minority populations at high cardiovascular risk. BACKGROUNDThe safe use of coronary stents requires the daily use of thienopyridines for 3 to 12 months after percutaneous coronary intervention (PCI). 1 The premature discontinuation of these medications 1 is associated with an increased risk of instent thrombosis, cardiovascular events and death. 2-6 Unfortunately, lack of medication adherence is common and is associated with significant health care costs and mortality. 7,8 Vulnerable groups such as racial minorities and the elderly have a higher risk of poor adherence. 5,6,9,10 In the case of antiplateletet medications, blacks are more likely to not receive a clopidogrel prescription 11 or to not fill it after PCI. Further, our prior analyses of insurer claims data showed that minority populations were less adherent to antiplatelet medications post drug-eluting stent (DES) placement. 12 The lack of appropriate use of evidence-based therapies after PCI may partially contribute to the excess morbidity and mortality reported among minorities. 13,14,6 The improvement of med...
IntroductionThe epidemiologic transition has made chronic disease a major health threat in the Caribbean and throughout the world. Our objective was to examine the pattern of lifestyle factors associated with cardiovascular disease (CVD) in Grenada and to determine whether the prevalence of CVD risk factors differs by subgroups.
Physician office settings play an important role in tobacco cessation intervention. However, few tobacco cessation trials are conducted at these sites, in part because of the many challenges associated with recruiting community physician offices into research. The present study identified and implemented strategies for recruiting physician offices into a randomized clinical trial of tobacco screening and cessation interventions with adolescent patients. A total of 30 community physicians participated in focus groups to elicit their perceptions of facilitators of and barriers to initial engagement of physician practices and the subsequent enrollment of the practices in long-term research projects. Physicians identified facilitators such as (a) the involvement of office staff in the recruitment process and (b) on-site presentations of the study's background and aims. Some of the barriers identified were time commitment concerns and the lack of incentives in exchange for participation. These focus group findings were then integrated with theory-based and empirically driven recruitment strategies for a 12-month randomized tobacco intervention trial with adolescent patients. Of 185 office practices approached to participate (screened from a pool of 273 practices), 103 agreed to on-site presentations of the study. Subsequently, almost all of the practices (101) that received the presentation agreed to enroll in the study. Conclusions are that (a) recruitment is a multicomponent process, (b) the processes of communication, engagement, and enrollment must be carefully planned and implemented to achieve maximal results, and (c) the development of effective strategies for recruiting health care provider practices presents an important infrastructure for testing adolescent smoking cessation interventions.
Background Lack of medication adherence is associated with significant morbidity and mortality, particularly among minorities. We aimed to identify predictors of non-adherence to antiplatelet medications at the time of percutaneous coronary intervention (PCI) with stent among African American and Hispanic subjects. Methods We used data collected for a randomized clinical trial that recruited 452 minority subjects from a large U.S. health insurance organization in 2010 post-PCI to compare phone-based motivational interviewing by trained nurses (MINT) to an educational video. The primary outcome was 12-month adherence to antiplatelet medications measured by the claims-based medication possession ratio (MPR). Adequate adherence was defined as MPR>=0.80. Results Over half of sample (age 69.52 ± 8.8 years) was male (57%) and Hispanic (57%). Majority (78%) had a median income below $30,000 and 22% completed high school or higher. Univariate analyses revealed that symptoms of depression (<0.01) and not having a spouse (p=0.03) were associated with inadequate adherence. In multivariate analysis, baseline self-reported adherence (1.4; 95% confidence interval [CI] 1.05–1.89), depressive symptoms (0.49; 95% CI 0.7–0.90), comorbidity (0.89; 95% CI 0.80–0.98) and MINT (3.5; 95% CI 1.9–2.70) were associated with adherence. Conclusions Having multiple comorbidities, depression, suboptimal adherence to medications, and low English proficiency at the time of PCI increase the risk of poor 12-month adherence to antiplatelets among minorities. Identifying these risk factors can guide PCI therapy and the use of evidence-based strategies to improve long-term adherence.
Objective. Evaluate the accuracy of an algorithm at identifying ethnic minorities from administrative claims for enrollment into a clinical trial. Data Sources/Study Setting. Claims data from a health benefits company. Study Design. We compared results of a three-step algorithm to self-reported race/ ethnicity. Data Collection/Extraction Methods. Using the algorithm, we identified subjects with high probability of being minority and ascertained self-reported race/ethnicity. Principal Findings. We identified 164 subjects as likely minority based on our algorithm. Of these, 94 completed the survey and 87 identified themselves as black or Hispanic. The positive predictive value of the algorithm was 93 percent (CI: 85-97). Conclusions. Claims data can be used to efficiently identify minorities for participation in clinical trials.
This retrospective cohort study evaluated associations of race/ethnicity and gender with outcomes of diabetes complications severity, health care resource utilization (HRU), and costs among Medicare Advantage health plan members with type 2 diabetes (T2DM). Medical and pharmacy claims were evaluated for 333,576 members continuously enrolled from January 1, 2010, to December 31, 2011, aged 18-89 years, with ≥1 primary diagnosis medical claim, or ≥2 claims with a secondary diagnosis of T2DM (International Classification of Diseases, Ninth Revision, Clinical Modification code 250.x0 or 250.x2). Complications severity assessment by Diabetes Complications Severity Index ranged from 0 (no complications) to 5+. Mean (SD) all-cause medical, pharmacy, and total costs were reported alongside all-cause HRU by place of service (outpatient, inpatient, emergency room [ER]) and number of visits. Multivariate regression showed being Hispanic, black, or male was associated with higher prevalence of more severe complications. This racial/ethnic disparity was more pronounced among females, among whom odds of having more severe complications were higher for Hispanic and black as compared to white females [(Hispanic vs. white odds ratio [OR], 1.40; 95% confidence interval [CI], 1.32-1.48), and (black vs. white OR, 1.22; 95% CI, 1.19-1.25)]. Regardless of gender, blacks had more ER visits than whites. White females incurred the highest total health care costs (mean annual costs: $13,086; 95% CI, $12,935-$13,240, vs. Hispanic females: $10,732; 95% CI, $10,406-$11,067). These effects held regardless of other demographic and clinical attributes. These findings suggest racial/ethnic and gender differences exist in certain T2DM clinical and economic outcomes.
BackgroundImproper medication adherence is associated with increased morbidity, healthcare costs, and fracture risk among patients with osteoporosis. The objective of this study was to evaluate the healthcare utilization patterns of Medicare Part D beneficiaries newly initiating teriparatide, and to assess the association of medication adherence and persistence with bone fracture.MethodsThis retrospective cohort study assessed medical and pharmacy claims of 761 Medicare members initiating teriparatide in 2008 and 2009. Baseline characteristics, healthcare use, and healthcare costs 12 and 24 months after teriparatide initiation, were summarized. Adherence, measured by Proportion of Days Covered (PDC), was categorized as high (PDC ≥ 80%), moderate (50% ≥ PDC < 80%), and low (PDC < 50%). Non-persistence was measured as refill gaps in subsequent claims longer than 60 days plus the days of supply from the previous claim. Multivariate logistic regression evaluated the association of adherence and persistence with fracture rates at 12 months.ResultsWithin 12 months of teriparatide initiation, 21% of the cohort was highly-adherent. Low-adherent or non-persistent patients visited the ER more frequently than did their highly-adherent or persistent counterparts (χ2 = 5.01, p < 0.05 and χ2 = 5.84, p < 0.05), and had significantly lower mean pharmacy costs ($4,361 versus $13,472 and $4,757 versus $13,187, p < 0.0001). Furthermore, non-persistent patients had significantly lower total healthcare costs. The healthcare costs of highly-adherent patients were largely pharmacy-related. Similar patterns were observed in the 222 patients who had fractures at 12 months, among whom 89% of fracture-related costs were pharmacy-related. The regression models demonstrated no significant association of adherence or persistence with 12-month fractures. Six months before initiating teriparatide, 50.7% of the cohort had experienced at least 1 fracture episode. At 12 months, these patients were nearly 3 times more likely to have a fracture (OR = 2.9, 95% C.I. 2.1-4.1 p < 0.0001).ConclusionsAdherence to teriparatide therapy was suboptimal. Increased pharmacy costs seemed to drive greater costs among highly-adherent patients, whereas lower adherence correlated to greater ER utilization but not to greater costs. Having a fracture in the 6 months before teriparatide initiation increased fracture risk at follow-up.
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