This study provides evidence that the prevalence of polypharmacy in the elderly in Emilia-Romagna is substantial. Educational programmes should be developed to inform clinicians about the magnitude of the polypharmacy phenomenon and the patient characteristics associated with polypharmacy. Raising physicians' awareness of polypharmacy may help to ensure safe, effective and appropriate use of medication in the elderly.
Measuring population health with morbidity and mortality data, often collected at the site of care, fails to capture the individual's perspective on health and well-being. Because health happens outside the walls of medical facilities, a holistic and singular measure of health that can easily be captured for an entire population could aid in understanding the well-being of communities. This paper postulates that Healthy Days, a health-related quality of life measure developed and validated by the Centers for Disease Control and Prevention, is an ideal survey instrument to advance population health. A systematic literature review was conducted and revealed a strong evidence base using Healthy Days with significant correlations to chronic disease conditions. Building on the literature base and experience, methods for analyzing Healthy Days data are discussed, including stratified sampling techniques, statistical measures to account for variance, and modeling techniques for skewed distributions. Using such analytic techniques, Healthy Days has been used extensively in national health surveillance. As the health care system faces increasing costs and constrained resources, the Healthy Days survey instrument can be used to inform public policies and allocate health service resources. Because Healthy Days captures broad dimensions of health from the individual's perspective, it is a simple way to holistically measure the health and well-being of a population and its trend over time. Expanded use of Healthy Days can aid population health managers and contribute to the understanding of the broader determinants of the nation's and individual community's health and aid in evaluating progress toward health goals.
IntroductionPrevious studies have found higher rates of adherence
in patients with type 2 diabetes mellitus (T2DM) using insulin pens compared to vial and syringe administration; however, little evidence is available to support this observation in elderly patients.MethodsThis was a retrospective claims database analysis of a predominantly elderly Medicare Advantage with Prescription Drug (MAPD) insurance population consisting of 3172 insulin-naïve patients with T2DM who initiated basal insulin using pre-filled pens or vial and syringe (‘vial’). The index date was defined by the first pharmacy claim for basal insulin. Adherence, measured as proportion of days covered (PDC) and medication possession ratio (MPR), and persistence were evaluated in a 12-month follow-up period using an adjusted days’ supply. Multivariate regression analyses and a Cox proportional hazards model were used to identify characteristics associated with adherence and non-persistence, respectively, and compare findings between the pen and vial groups.ResultsThe pen cohort was slightly younger than the vial cohort (69.4 vs. 70.1 years, respectively; P = 0.0338). Similar proportions of male patients (53.3% vs. 56.8%; P = 0.0529) occurred in both cohorts, and lower Deyo–Charlson Comorbidity Index (4.4 vs. 5.0; P < 0.0001) was found for the pen cohort. Adjusted mean PDC was significantly higher in the pen cohort than the vial cohort (0.67 vs. 0.50; P < 0.001), as was mean MPR (0.75 vs. 0.57; P < 0.0001). Adjusted odds for adherence (PDC ≥ 80%) showed a positive association with use of an insulin pen (odds ratio = 2.19, 95% CI: 1.86–2.59). The adjusted risk of non-persistence (discontinuation) was significantly lower (58%) in the pen cohort relative to the vial cohort (hazard ratio = 0.42, 95% CI: 0.38–0.45). Key limitations include assumptions related to accuracy and comprehensiveness of claims data, and specifically days’ supply data used to measure insulin adherence.ConclusionThese findings suggest that pen devices improved insulin therapy adherence in a primarily elderly MAPD population with T2DM.FundingNovo Nordisk Pharmaceuticals, Inc.Electronic supplementary materialThe online version of this article (doi:10.1007/s12325-015-0266-5) contains supplementary material, which is available to authorized users.
These results demonstrate that QR provides additional insight compared to traditional OLS regression modeling, and may be more useful for informing resource allocation to patients most likely to benefit from interventions. This study highlights that the impact of clinical and demographic characteristics on the economic burden of the disease vary across the continuum of healthcare costs. Understanding factors that drive costs on an individual patient level provide important insights that will help in ameliorating the clinical, humanistic, and economic burden of diabetes.
This study received no outside funding. Douglas, Kennedy, and Slabaugh were employees of Humana Pharmacy Solutions at the time the study was conducted. Bowe, Schwab, and Lane were employees of Comprehensive Health Insights, a wholly owned subsidiary of Humana, at the time the study was conducted. Study concept and design were contributed by Douglas, Kennedy, Schwab, and Lane, along with Slabaugh and Bowe. Bowe took the lead in data collection, assisted by Schwab, and data interpretation was performed by Schwab, along with the other authors. The manuscript was written by Schwab, Lane, and Douglas and revised by Kennedy, Slabaugh, and Bowe, along with Schwab, Lane, and Douglas.
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