Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2017 Mar 1;177(3):358-368.
doi: 10.1001/jamainternmed.2016.8411.

Diabetes Outpatient Care and Acute Complications Before and After High-Deductible Insurance Enrollment: A Natural Experiment for Translation in Diabetes (NEXT-D) Study

Affiliations

Diabetes Outpatient Care and Acute Complications Before and After High-Deductible Insurance Enrollment: A Natural Experiment for Translation in Diabetes (NEXT-D) Study

J Frank Wharam et al. JAMA Intern Med. .

Abstract

Importance: High-deductible health plans (HDHPs) have expanded under the Affordable Care Act and are expected to play a major role in the future of US health policy. The effects of modern HDHPs on chronically ill patients and adverse outcomes are unknown.

Objective: To determine the association of HDHP with high-priority diabetes outpatient care and preventable acute complications.

Design, setting, and participants: Controlled interrupted-time-series study using a large national health insurer database from January 1, 2003, to December 31, 2012. A total of 12 084 HDHP members with diabetes, aged 12 to 64 years, who were enrolled for 1 year in a low-deductible (≤$500) plan followed by 2 years in an HDHP (≥$1000) after an employer-mandated switch were included. Patients transitioning to HDHPs were propensity-score matched with contemporaneous patients whose employers offered only low-deductible coverage. Low-income (n = 4121) and health savings account (HSA)-eligible (n = 1899) patients with diabetes were subgroups of interest. Data analysis was performed from February 23, 2015, to September 11, 2016.

Exposures: Employer-mandated HDHP transition.

Main outcomes and measures: High-priority outpatient visits, disease monitoring tests, and outpatient and emergency department visits for preventable acute diabetes complications.

Results: In the 12 084 HDHP members included after the propensity score match, the mean (SD) age was 50.4 (10.0) years; 5410 of the group (44.8%) were women. The overall, low-income, and HSA-eligible diabetes HDHP groups experienced increases in out-of-pocket medical expenditures of 49.4% (95% CI, 40.3% to 58.4%), 51.7% (95% CI, 38.6% to 64.7%), and 67.8% (95% CI, 47.9% to 87.8%), respectively, compared with controls in the year after transitioning to HDHPs. High-priority primary care visits and disease monitoring tests did not change significantly in the overall HDHP cohort; however, high-priority specialist visits declined by 5.5% (95% CI, -9.6% to -1.5%) in follow-up year 1 and 7.1% (95% CI, -11.5% to -2.7%) in follow-up year 2 vs baseline. Outpatient acute diabetes complication visits were delayed in the overall and low-income HDHP cohorts at follow-up (adjusted hazard ratios, 0.94 [95% CI, 0.88 to 0.99] for the overall cohort and 0.89 [95% CI, 0.81 to 0.98] for the low-income cohort). Annual emergency department acute complication visits among HDHP members increased by 8.0% (95% CI, 4.6% to 11.4%) in the overall group, 21.7% (95% CI, 14.5% to 28.9%) in the low-income group, and 15.5% (95% CI, 10.5% to 20.6%) in the HSA-eligible group.

Conclusions and relevance: Patients with diabetes experienced minimal changes in outpatient visits and disease monitoring after an HDHP switch, but low-income and HSA-eligible HDHP members experienced major increases in emergency department visits for preventable acute diabetes complications.

PubMed Disclaimer

Conflict of interest statement

CONFLICTS OF INTEREST/FINANCIAL DISCLOSURES:

The authors have no conflicts of interest or financial disclosures to report.

Figures

Figure 1
Figure 1
Unadjusted plots of preventable acute diabetes complication measures and tables (below each plot) showing adjusted effect estimates, stratified by morbidity group. Abbreviations: HDHP, high-deductible health plan; aHR, adjusted hazard ratio; CI, confidence interval. Note: “Total expenditures during acute complication episodes” is a proxy indicating overall utilization in the 7 days following emergency department visits for preventab le acute diabetes complications (as defined in the manuscript). Vertical blue lines are centered at the index date when HDHP members were switched into HDHPs. aAdjusted Clinical Groups score less than 2.0; bAdjusted Clinical Groups score greater than or equal to 3.0.
Figure 2
Figure 2
Unadjusted plots of preventable acute diabetes complication measures and tables (below each plot) showing adjusted effect estimates, stratified by income group. Abbreviations: HDHP, high-deductible health plan; aHR, adjusted hazard ratio; CI, confidence interval. Note: “Total expenditures during acute complication episodes” is a proxy indicating overall utilization in the 7 days following emergency department visits for preventable acute diabetes complications (as defined in the manuscript). Vertical blue lines are centered at the index date when HDHP members were switched into HDHPs. aLiving in neighborhoods with below-poverty levels of less than 5%. bLiving in neighborhoods with below-poverty levels of 10% or greater.

Comment in

References

    1. The Kaiser Family Foundation and Health Research & Educational Trust 2015 Annual Survey Employer Health Benefits. 2015 http://files.kff.org/attachment/summary-of-findings-2015-employer-health.... Accessed 24 September, 2015.
    1. Lloyd-Jones D, Adams R, Carnethon M, et al. Heart disease and stroke statistics–2009 update: a report from the American Heart Association Statistics Committee and Stroke Statistics Subcommittee. Circulation. 2009;119(3):480–486. - PubMed
    1. Hu FB, Stampfer MJ, Solomon CG, et al. The impact of diabetes mellitus on mortality from all causes and coronary heart disease in women: 20 years of follow-up. Arch Intern Med. 2001;161(14):1717–1723. - PubMed
    1. Schreyogg J, Stargardt T, Tiemann O. Costs and quality of hospitals in different health care systems: a multi-level approach with propensity score matching. Health Econ. 2011;20(1):85–100. - PubMed
    1. Cook EF, Goldman L. Performance of tests of significance based on stratification by a multivariate confounder score or by a propensity score. Journal of clinical epidemiology. 1989;42(4):317–324. - PubMed

Publication types

MeSH terms