Faculty Bibliography

BACKGROUND: Electronic monitoring devices (EMDs) are regarded as the "gold standard" for assessing medication adherence in research. Although EMD data provide rich longitudinal information, they are typically not used to their maximum potential. Instead, EMD data are usually combined into summary measures, which lack sufficient detail for describing complex medication-taking patterns. This paper uses recently developed methods for analyzing EMD data that capitalize more fully on their richness. METHODS: Recently developed adaptive statistical modeling methods were used to analyze EMD data collected with medication event monitoring system (MEMS) caps in a clinical trial testing the effects of motivational interviewing on adherence to antihypertensive medications in a cohort of hypertensive African-Americans followed for 12 months in primary care practices. This was a secondary analysis of EMD data for 141 of the 190 patients from this study for whom MEMS data were available. RESULTS: Nonlinear adherence patterns for 141 patients were generated, clustered into seven adherence types, categorized into acceptable (for example, high or improving) versus unacceptable (for example, low or deteriorating) adherence, and related to adherence self-efficacy and blood pressure. Mean adherence self-efficacy was higher across all time points for patients with acceptable adherence in the intervention group than for other patients. By 12 months, there was a greater drop in mean post-baseline blood pressure for patients in the intervention group, with higher baseline blood pressure values than those in the usual care group. CONCLUSION: Adaptive statistical modeling methods can provide novel insights into patients' medication-taking behavior, which can inform development of innovative approaches for tailored interventions to improve medication adherence.

OBJECTIVE: To elicit the explanatory models (EM) of hypertension among patients in a hospital-based primary care practice in Nigeria. Design. Semi-structured in-depth individual interviews and focus groups were conducted with 62 hypertensive patients. Interviews and focus groups were audiotaped and transcribed verbatim. Data analysis was guided by phenomenology and content analysis using qualitative research software ATLAS.ti 5.0. RESULTS: Patients expressed four categories of EM of hypertension: (1) perceptions of hypertension, (2) consequences, (3) effect on daily life, and (4) perception of treatment. Focus group discussions and individual interviews yielded a wide range of insights into the social and cultural factors influencing patients' beliefs and health behavior. Participants were aware of the risks of hypertension. There was disagreement between participants' own understanding of the serious nature of hypertension, the need for long-term treatment, and the desire to take long-term medication. Participants acknowledged the use of traditional medicine (e.g., teas and herbs) and healers. Different themes emerged for men versus women such that women often focused on family issues while men tended to discuss external stressors stemming from work as a cause of hypertension. Men were concerned with frequent urination, decreased libido, and erectile dysfunction. CONCLUSION: Knowledge gained will inform development of patient-centered treatment plans and targeted behavioral and educational interventions.

ABSTRACT: BACKGROUND: Poorly controlled hypertension (HTN) remains one of the most significant public health problems in the United States, in terms of morbidity, mortality, and economic burden. Despite compelling evidence supporting the beneficial effects of therapeutic lifestyle changes (TLC) for blood pressure (BP) reduction, the effectiveness of these approaches in primary care practices remains untested, especially among African Americans, who share a disproportionately greater burden of HTN-related outcomes. METHODS/DESIGN: This randomized controlled trial tests the effectiveness of a practice-based comprehensive therapeutic lifestyle intervention, delivered through group-based counseling and motivational interviewing (MINT-TLC) versus Usual Care (UC) in 200 low-income, African Americans with uncontrolled hypertension. MINT-TLC is designed to help patients make appropriate lifestyle changes and develop skills to maintain these changes long-term. Patients in the MINT-TLC group attend 10 weekly group classes focused on healthy lifestyle changes (intensive phase); followed by 3 monthly individual motivational interviewing (MINT) sessions (maintenance phase). The intervention is delivered by trained research personnel with appropriate treatment fidelity procedures. Patients in the UC condition receive a single individual counseling session on healthy lifestyle changes and print versions of the intervention materials. The primary outcome is within-patient change in both systolic and diastolic BP from baseline to 6 months. In addition to BP control at 6 months, other secondary outcomes include changes in the following lifestyle behaviors from baseline to 6 months: a) physical activity, b) weight loss, c) number of daily servings of fruits and vegetables and d) 24-hour urinary sodium excretion. DISCUSSION: This vanguard trial will provide information on how to refine MINT-TLC and integrate it into a standard treatment protocol for hypertensive African Americans as a result of the data obtained; thus maximizing the likelihood of its translation into clinical practice. TRIAL REGISTRATION: Clinicaltrials.gov NCT01070056

OBJECTIVES: To assess the impact of an electronic medical record (EMR) with clinical decision support (CDS) and performance feedback on provider adherence to guideline-recommended care and blood pressure (BP) control compared with a standard EMR alone. STUDY DESIGN: Quasi-experimental with repeated measures. METHODS: The study was conducted in a 4-site, federally qualified health center, Open Door Family Medical Centers, located in New York. The research team, Open Door leadership, providers, and staff developed and implemented a tailored multicomponent CDS system, which included a BP alert, a hypertension (HTN) order set, an HTN template, and clinical reminders. We extracted patient-level data for each encounter 17 months prior to implementation of the intervention (June 2007-October 2008) and 15 months post-intervention (April 2009-June 2010), from the EMR's data tables for all adult nonobstetric patients with a diagnosis of HTN (N = 3636). RESULTS: Rates of HTN control were significantly greater in the post-intervention period compared with the baseline period (50.9% vs 60.8%; P <.001). Process measures, derived from the Seventh Report of the Joint National Committee on Prevention, Detection, Evaluation, and Treatment of High Blood Pressure Guidelines, also improved significantly. Logistic regression with generalized estimating equations showed that patients were 1.5 times more likely to have controlled BP post-intervention than pre-intervention. Correlates of poor BP control were black race, higher body mass index, diabetes, female gender, income, and a greater number of prescribed antihypertensive medications. CONCLUSIONS: Our findings suggest that health information technology that is implemented as part of a multicomponent quality improvement initiative can lead to improvements in HTN care and outcomes.

BACKGROUND: National data show unexplained racial disparity in albuminuria. We assessed whether low serum vitamin D status contributes to racial disparity in albuminuria. METHODS: We examined the association between race and albuminuria (spot urinary albumin/creatinine ratio (ACR) >/=30) among non-Hispanic black and white nonpregnant adults who were free of renal impairment in the National Health and Nutrition Examination Survey (NHANES) from 2001-2006. We conducted analyses without and with serum 25(OH)D. We adjusted for age, sex, education level, smoking, body mass index (BMI), diabetes, diagnosis of hypertension, and use of antihypertensive medication. RESULTS: Albuminuria was present in 10.0% of non-Hispanic blacks and 6.6% in non-Hispanic whites. Being black (odds ratio (OR) 1.46; 95% confidence interval (CI) 1.23-1.73) was independently associated with albuminuria. There was a graded, inverse association between 25(OH)D level and albuminuria. Notably, the association between race and albuminuria was no longer significant (OR 1.19; 95% CI 0.97-1.47) after accounting for participants' serum 25(OH)D. Similar results were observed when participants with macroalbuminuria (ACR >/=300 mg/g) or elevated parathyroid hormone (>74 pg/ml) were excluded or when a continuous measure of 25(OH)D was substituted for the categorical measure. There were no interactions between race and vitamin D status though racial disparity in albuminuria was observed among participants with the highest 25(OH)D levels . CONCLUSION: Suboptimal vitamin D status may contribute to racial disparity in albuminuria. Randomized controlled trials are needed to determine whether supplementation with vitamin analogues reduces risk for albuminuria or reduce racial disparity in this outcome.