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1.
Article in English | MEDLINE | ID: mdl-33431601

ABSTRACT

INTRODUCTION: To examine the association of a novel disease-specific health plan, known as the Diabetes Health Plan (DHP), with emergency room (ER) and hospital utilization among patients with diabetes and pre-diabetes. RESEARCH DESIGN AND METHODS: Quasi-experimental design, with employer group as the unit of analysis, comparing changes in any ER and inpatient hospital utilization over a 3-year period. Inverse probability weighting was used to control for differences between employers purchasing DHP versus standard plans. Estimated differences in utilization are calculated as average treatment effects on the treated. We used employees and dependents from employer groups contracting with a large, national private insurer between 2009 and 2012. Eligibility and claims data from continuously covered employees and dependents with diabetes and pre-diabetes (n=74 058) were aggregated to the employer level. The analysis included 9 DHP employers (n=7004) and 183 control employers (n=67 054). RESULTS: DHP purchase was associated with 2.4 and 1.8 percentage points absolute reduction in mean rates of any ER utilization, representing 13% and 10% relative reductions at 1 and 2 years post-DHP (p=0.012 and p=0.046, respectively). There was no significant association between DHP purchase and hospital utilization. CONCLUSION: Employers purchasing diabetes-specific health benefit designs may experience lower rates of resource-intensive services such as ER utilization.


Subject(s)
Health Benefit Plans, Employee , Prediabetic State , Emergency Service, Hospital , Hospitals , Humans , Inpatients
2.
Article in English | MEDLINE | ID: mdl-32312720

ABSTRACT

BACKGROUND: Pre-diabetes affects one-third of adults in the USA and a subset will progress to type 2 diabetes. Our objective was to determine whether a disease-specific health plan, known as the Diabetes Health Plan (DHP), designed to improve care for persons with pre-diabetes and diabetes also led to lower rates of incident diabetes among adults with pre-diabetes. METHODS: We examined eligibility and claims data from a large payer who offered the DHP to a national sample of employers. We included adult employees and dependents who were continuously covered by the DHP over a 4-year study window. The primary outcome was incident diabetes. We conducted propensity score matching at the employer level to find comparable control employer groups offering standard plans. Using an adjusted logistic regression model at the individual level, we tested the association between DHP employer group status and incident diabetes diagnosis during the 3 years of postbaseline follow-up. FINDINGS: Our analysis included data from 11 965 continuously enrolled adults with pre-diabetes (n=1538 from nine employers offering DHP; n=10 427 from 105 control employers offering standard plans). DHP employees and covered dependents with pre-diabetes had an 8% lower absolute predicted probability of incident diabetes compared with individuals from employer groups offering standard benefit plans (29% predicted probability of incident diabetes for DHP vs 37% for controls, p<0.001). CONCLUSIONS: A pre-diabetes-specific health benefit design was associated with lower rates of incident diabetes and represents an area of needed future study.


Subject(s)
Diabetes Mellitus, Type 2 , Health Benefit Plans, Employee , Prediabetic State , Adult , Diabetes Mellitus, Type 2/epidemiology , Eligibility Determination , Humans , Logistic Models , Prediabetic State/diagnosis , Prediabetic State/epidemiology
3.
J Gen Intern Med ; 30(11): 1645-50, 2015 Nov.
Article in English | MEDLINE | ID: mdl-25944019

ABSTRACT

BACKGROUND: Reducing patient cost-sharing and engaging patients in disease management activities have been shown to increase uptake of evidence-based care. OBJECTIVE: To evaluate the effect of employer purchase of a disease-specific plan with reduced cost-sharing and disease management (the Diabetes Health Plan/DHP) on medication adherence among eligible employees and dependents. DESIGN: Employer-level "intent to treat" cohort study, including data from eligible employees and their dependents with diabetes, regardless of whether they were enrolled in the DHP. SETTING: Employers that contracted with a large national health plan administrator in 2009, 2010, and/or 2011. PARTICIPANTS: Ten employers that purchased the DHP and 191 employers that did not (controls). Inverse probability weighting (IPW) estimation was used to adjust for inter-group differences. INTERVENTION: The DHP includes free or low-cost medications and physician visits. Enrollment strategies and specific benefit designs are determined by the employer and vary in practice. DHP participants are notified up front that they must engage in their own health care (e.g., receiving diabetes-related screening) in order to remain enrolled. MAIN OUTCOME MEASURE: Mean employee adherence to metformin, statins, and ACE/ARBs at the employer level at one year post-DHP implementation, as measured by the proportion of days covered (PDC). RESULTS: Baseline adherence to the three medications was similar across DHP and control employers, ranging from 64 to 69 %. In the first year after DHP implementation, predicted employer-level adherence for metformin (+4.9 percentage points, p = 0.017), statins (+4.8, p = 0.019), and ACE/ARBs (+4.4, p = 0.02) was higher with DHP purchase. LIMITATIONS: Non-randomized, observational study. CONCLUSIONS: The Diabetes Health Plan, an innovative health plan that combines reduced cost-sharing and disease management with an up-front requirement of enrollee participation in his or her own health care, is associated with a modest improvement in medication adherence at 12 months.


Subject(s)
Diabetes Mellitus, Type 2/drug therapy , Health Benefit Plans, Employee/organization & administration , Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use , Medication Adherence/statistics & numerical data , Metformin/therapeutic use , Adult , Aged , Angiotensin Receptor Antagonists/economics , Angiotensin Receptor Antagonists/therapeutic use , Angiotensin-Converting Enzyme Inhibitors/economics , Angiotensin-Converting Enzyme Inhibitors/therapeutic use , Cost Sharing/economics , Diabetes Mellitus, Type 2/economics , Disease Management , Drug Costs/statistics & numerical data , Female , Health Benefit Plans, Employee/economics , Humans , Hydroxymethylglutaryl-CoA Reductase Inhibitors/economics , Hypoglycemic Agents/economics , Hypoglycemic Agents/therapeutic use , Imidazoles/economics , Imidazoles/therapeutic use , Male , Metformin/economics , Middle Aged , Rosuvastatin Calcium/economics , Rosuvastatin Calcium/therapeutic use , Tetrazoles/economics , Tetrazoles/therapeutic use , United States
4.
Ann Intern Med ; 162(8): 542-8, 2015 Apr 21.
Article in English | MEDLINE | ID: mdl-25894024

ABSTRACT

BACKGROUND: Prediabetes affects 1 in 3 Americans. Both intensive lifestyle intervention and metformin can prevent or delay progression to diabetes. Over the past decade, lifestyle interventions have been translated across various settings, but little is known about the translation of evidence surrounding metformin use. OBJECTIVE: To examine metformin prescription for diabetes prevention and patient characteristics that may affect metformin prescription. DESIGN: Retrospective cohort analysis over a 3-year period. SETTING: Employer groups that purchased health plans from the nation's largest private insurer. PARTICIPANTS: A national sample of 17 352 working-age adults with prediabetes insured for 3 continuous years between 2010 and 2012. MEASUREMENTS: Percentage of health plan enrollees with prediabetes who were prescribed metformin. RESULTS: Only 3.7% of patients with prediabetes were prescribed metformin over the 3-year study window. After adjustment for age, income, and education, the predicted probability of metformin prescription was almost 2 times higher among women and obese patients and more than 1.5 times higher among patients with 2 or more comorbid conditions. LIMITATION: Missing data on lifestyle interventions, possible misclassification of prediabetes and metformin use, and inability to define eligible patients exactly as defined in the American Diabetes Association guidelines. CONCLUSION: Evidence shows that metformin is rarely prescribed for diabetes prevention in working-age adults. Future studies are needed to understand potential barriers to wider adoption of this safe, tolerable, evidence-based, and cost-effective prediabetes therapy. PRIMARY FUNDING SOURCE: Centers for Disease Control and Prevention (Division of Diabetes Translation) and the National Institute of Diabetes and Digestive and Kidney Diseases.


Subject(s)
Diabetes Mellitus/prevention & control , Hypoglycemic Agents/therapeutic use , Metformin/therapeutic use , Prediabetic State/drug therapy , Adult , Female , Humans , Insurance, Health , Life Style , Male , Middle Aged , Obesity/complications , Prediabetic State/complications , Retrospective Studies , Sex Factors , United States , Young Adult
5.
Prev Chronic Dis ; 10: E16, 2013.
Article in English | MEDLINE | ID: mdl-23369769

ABSTRACT

Investigators from the University of California, Los Angeles (UCLA), and members of the leadership and data analysis teams at UnitedHealthcare (UHC) are partnering to evaluate the Diabetes Health Plan (DHP), an innovative disease-specific insurance product designed by UHC specifically for patients with prediabetes or diabetes. The DHP provides improved access to care management, telephone coaching, and enhanced Internet-based communication with enrollees. The evaluation will use a quasi-experimental design, comparing patients from employer groups that offer the DHP with patients from groups that do not, to determine the effect of the DHP on incidence of diabetes, adherence to metformin, and costs of care among patients with prediabetes. Other factors studied will be cardiovascular risk factor control, adherence to preventive services, health care use, and costs of care among patients with existing diabetes.


Subject(s)
Diabetes Mellitus/prevention & control , Program Evaluation , Humans
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