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1.
Med Care ; 57(11): 882-889, 2019 11.
Article in English | MEDLINE | ID: mdl-31567863

ABSTRACT

OBJECTIVE: The objective of this study was to assess the potential health and budgetary impacts of implementing a pharmacist-involved team-based hypertension management model in the United States. RESEARCH DESIGN: In 2017, we evaluated a pharmacist-involved team-based care intervention among 3 targeted groups using a microsimulation model designed to estimate cardiovascular event incidence and associated health care spending in a cross-section of individuals representative of the US population: implementing it among patients with: (1) newly diagnosed hypertension; (2) persistently (≥1 year) uncontrolled blood pressure (BP); or (3) treated, yet persistently uncontrolled BP-and report outcomes over 5 and 20 years. We describe the spending thresholds for each intervention strategy to achieve budget neutrality in 5 years from a payer's perspective. RESULTS: Offering this intervention could prevent 22.9-36.8 million person-years of uncontrolled BP and 77,200-230,900 heart attacks and strokes in 5 years (83.8-174.8 million and 393,200-922,900 in 20 years, respectively). Health and economic benefits strongly favored groups 2 and 3. Assuming an intervention cost of $525 per enrollee, the intervention generates 5-year budgetary cost-savings only for Medicare among groups 2 and 3. To achieve budget neutrality in 5 years across all groups, intervention costs per person need to be around $35 for Medicaid, $180 for private insurance, and $335 for Medicare enrollees. CONCLUSIONS: Adopting a pharmacist-involved team-based hypertension model could substantially improve BP control and cardiovascular outcomes in the United States. Net cost-savings among groups 2 and 3 make a compelling case for Medicare, but favorable economics may also be possible for private insurers, particularly if innovations could moderately lower the cost of delivering an effective intervention.


Subject(s)
Budgets , Delivery of Health Care, Integrated/economics , Health Care Costs/statistics & numerical data , Hypertension/economics , Patient Care Team/economics , Computer Simulation , Cost Savings , Cost-Benefit Analysis , Cross-Sectional Studies , Delivery of Health Care, Integrated/methods , Humans , Pharmacists/economics , United States
2.
PLoS One ; 13(3): e0193756, 2018.
Article in English | MEDLINE | ID: mdl-29509776

ABSTRACT

BACKGROUND: With a cholesterol-lowering focus for diabetic adults and in the age of polypharmacy, it is important to understand how lipid profile levels differ among those with and without diabetes. OBJECTIVE: Investigate the means, differences, and trends in lipid profile measures [TC, total cholesterol; LDL-c, low-density lipoprotein; HDL-c, high-density lipoprotein; and TG, triglycerides] among US adults by diabetes status and cholesterol-lowering medication. METHODS: Population number and proportion of adults aged ≥21 years with diabetes and taking cholesterol-lowering medication were estimated using data on 10,384 participants from NHANES 2003-2012. Age-standardized means, trends, and differences in lipid profile measures were estimated by diabetes status and cholesterol medication use. For trends and differences, linear regression analysis were used adjusted for age, gender, and race/ethnicity. RESULTS: Among diabetic adults, 52% were taking cholesterol-lowering medication compared to the 14% taking cholesterol-lowering medication without diabetes. Although diabetic adults had significantly lower TC and LDL-c levels than non-diabetic adults [% difference (95% confidence interval): TC = -5.2% (-6.8 --3.5), LDL-c = -8.0% (-10.4 --5.5)], the percent difference was greater among adults taking cholesterol medication [TC = -8.0% (-10.3 --5.7); LDL-c = -13.7% (-17.1 --10.2)] than adults not taking cholesterol medication [TC = -3.5% (-5.2 --1.6); LDL-c = -4.3% (-7.1 --1.5)] (interaction p-value: TC = <0.001; LDL-c = <0.001). From 2003-2012, mean TC and HDL-c significantly decreased among diabetic adults taking cholesterol medication [% difference per survey cycle (p-value for linear trend): TC = -2.3% (0.003) and HDL-c = -2.3% (0.033)]. Mean TC, HDL-c, and LDL-c levels did not significantly change from 2003 to 2012 in non-diabetic adults taking cholesterol medication or for adults not taking cholesterol medications. CONCLUSIONS: Diabetic adults were more likely to have lower lipid levels, except for triglyceride levels, than non-diabetic adults with profound differences when considering cholesterol medication use, possibly due to the positive effects from clinical diabetes management.


Subject(s)
Anticholesteremic Agents/therapeutic use , Diabetes Mellitus/blood , Diabetes Mellitus/epidemiology , Lipids/blood , Adult , Diabetes Mellitus/drug therapy , Female , Humans , Linear Models , Male , Middle Aged , Nutrition Surveys , Time Factors , United States/epidemiology , Young Adult
3.
J Relig Health ; 50(3): 675-85, 2011 Sep.
Article in English | MEDLINE | ID: mdl-19693673

ABSTRACT

This study provided the first examination of the psychometric properties of the 6-item Daily Spiritual Experiences Scale (DSES) in a large African American sample, the Jackson Heart Study (JHS). The JHS included measures of spiritual (DSES) and religious practices. Internal reliability, dimensionality, fit indices, and correlation were assessed. DSES scores reflected frequent daily spiritual experiences (12.84 ± 4.72) and reliability scores were high (α = 0.85; 95% CI 0.84-0.86). The DSES loaded on a single factor, with significant goodness-of-fit scores (RMSEA = 0.094, P < 0.01). Moderate significant correlations were noted among DSES items. Our findings confirm that the 6-item DSES had excellent psychometric properties in this sample.


Subject(s)
Black or African American/psychology , Psychometrics , Spirituality , Surveys and Questionnaires/standards , Adult , Aged , Female , Humans , Male , Middle Aged
5.
J Cult Divers ; 13(3): 162-7, 2006.
Article in English | MEDLINE | ID: mdl-16989254

ABSTRACT

Despite the burgeoning research literature addressing spirituality and its measurements, few instruments have undergone rigorous reliability and validity testing. This study contributed to determining the reliability and validity of the 16- and 6-item Daily Spiritual Experiences Scale (DSES) in a convenience sample of African Americans ages 34-85. Data were collected via self-administered questionnaire including the DSES and sociodemographic variables thought to influence spiritual experiences. Data were analyzed using paired t-tests, ANOVA, inter-class correlation coefficients, Pearson's correlation, and Cronbach's alpha. Both versions were stable over time, internally consistent, and the forms were equivalent and valid in an all-African American sample.


Subject(s)
Black or African American/psychology , Psychometrics , Religion , Spirituality , Surveys and Questionnaires , Adult , Aged , Aged, 80 and over , Analysis of Variance , Female , Humans , Male , Middle Aged , Reproducibility of Results , United States
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