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The Diabetes Health Plan and Healthcare Utilization Among Beneficiaries with Low Incomes

BACKGROUND: The socioeconomic status (SES) gradient in hospital and emergency room utilization among adults with type 2 diabetes (T2DM) is partially driven by cost-related non-adherence. OBJECTIVE: To test the impact of the Diabetes Health Plan (DHP), a diabetes-specific health plan incorporating va...

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Autores principales: Narain, Kimberly Danae Cauley, Turk, Norman, Duru, O. Kenrik, Moin, Tannaz, Mangione, Carol M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10212841/
https://www.ncbi.nlm.nih.gov/pubmed/36385412
http://dx.doi.org/10.1007/s11606-022-07903-9
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author Narain, Kimberly Danae Cauley
Turk, Norman
Duru, O. Kenrik
Moin, Tannaz
Mangione, Carol M.
author_facet Narain, Kimberly Danae Cauley
Turk, Norman
Duru, O. Kenrik
Moin, Tannaz
Mangione, Carol M.
author_sort Narain, Kimberly Danae Cauley
collection PubMed
description BACKGROUND: The socioeconomic status (SES) gradient in hospital and emergency room utilization among adults with type 2 diabetes (T2DM) is partially driven by cost-related non-adherence. OBJECTIVE: To test the impact of the Diabetes Health Plan (DHP), a diabetes-specific health plan incorporating value-based insurance design principles on healthcare utilization among low-income adults with T2DM. DESIGN: To examine the impact of the DHP on healthcare utilization, we employed a difference-in-differences (DID) study design with a propensity-matched comparison group. We modeled count and dichotomous outcomes using Poisson and logit models, respectively. PARTICIPANTS: Cohort of adults (18–64) with T2DM, with an annual household income <$ 30,000, and who were continuously enrolled in an employer-sponsored UnitedHealthcare plan for at least 2 years between 2009 and 2014. INTERVENTIONS: The DHP reduces or eliminates out-of-pocket costs for disease management visits, diabetes-related medicines, and diabetes self-monitoring supplies. The DHP also provides access to diabetes-specific telephone case management as well as other online resources. MAIN MEASURES: Number of disease management visits (N = 1732), any emergency room utilization (N = 1758), and any hospitalization (N = 1733), within the year. KEY RESULTS: DID models predicting disease management visits suggested that DHP-exposed beneficiaries had 1.7 fewer in-person disease management visits per year (− 1.70 [95% CI: − 2.19, − 1.20], p < 0.001), on average, than comparison beneficiaries. Models for emergency room (0.00 [95% CI: − 0.06, 0.06], p = 0.966) and hospital utilization (− 0.03 [95% CI: − 0.08, − 0.01], p = 0.164) did not demonstrate statistically significant changes associated with DHP exposure. CONCLUSIONS: While no relationship between DHP exposure and high-cost utilization was observed in the short term, fewer in-person disease management visits were observed. Future studies are needed to determine the clinical implications of these findings.
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spelling pubmed-102128412023-05-27 The Diabetes Health Plan and Healthcare Utilization Among Beneficiaries with Low Incomes Narain, Kimberly Danae Cauley Turk, Norman Duru, O. Kenrik Moin, Tannaz Mangione, Carol M. J Gen Intern Med Original Research BACKGROUND: The socioeconomic status (SES) gradient in hospital and emergency room utilization among adults with type 2 diabetes (T2DM) is partially driven by cost-related non-adherence. OBJECTIVE: To test the impact of the Diabetes Health Plan (DHP), a diabetes-specific health plan incorporating value-based insurance design principles on healthcare utilization among low-income adults with T2DM. DESIGN: To examine the impact of the DHP on healthcare utilization, we employed a difference-in-differences (DID) study design with a propensity-matched comparison group. We modeled count and dichotomous outcomes using Poisson and logit models, respectively. PARTICIPANTS: Cohort of adults (18–64) with T2DM, with an annual household income <$ 30,000, and who were continuously enrolled in an employer-sponsored UnitedHealthcare plan for at least 2 years between 2009 and 2014. INTERVENTIONS: The DHP reduces or eliminates out-of-pocket costs for disease management visits, diabetes-related medicines, and diabetes self-monitoring supplies. The DHP also provides access to diabetes-specific telephone case management as well as other online resources. MAIN MEASURES: Number of disease management visits (N = 1732), any emergency room utilization (N = 1758), and any hospitalization (N = 1733), within the year. KEY RESULTS: DID models predicting disease management visits suggested that DHP-exposed beneficiaries had 1.7 fewer in-person disease management visits per year (− 1.70 [95% CI: − 2.19, − 1.20], p < 0.001), on average, than comparison beneficiaries. Models for emergency room (0.00 [95% CI: − 0.06, 0.06], p = 0.966) and hospital utilization (− 0.03 [95% CI: − 0.08, − 0.01], p = 0.164) did not demonstrate statistically significant changes associated with DHP exposure. CONCLUSIONS: While no relationship between DHP exposure and high-cost utilization was observed in the short term, fewer in-person disease management visits were observed. Future studies are needed to determine the clinical implications of these findings. Springer International Publishing 2022-11-16 2023-05 /pmc/articles/PMC10212841/ /pubmed/36385412 http://dx.doi.org/10.1007/s11606-022-07903-9 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Original Research
Narain, Kimberly Danae Cauley
Turk, Norman
Duru, O. Kenrik
Moin, Tannaz
Mangione, Carol M.
The Diabetes Health Plan and Healthcare Utilization Among Beneficiaries with Low Incomes
title The Diabetes Health Plan and Healthcare Utilization Among Beneficiaries with Low Incomes
title_full The Diabetes Health Plan and Healthcare Utilization Among Beneficiaries with Low Incomes
title_fullStr The Diabetes Health Plan and Healthcare Utilization Among Beneficiaries with Low Incomes
title_full_unstemmed The Diabetes Health Plan and Healthcare Utilization Among Beneficiaries with Low Incomes
title_short The Diabetes Health Plan and Healthcare Utilization Among Beneficiaries with Low Incomes
title_sort diabetes health plan and healthcare utilization among beneficiaries with low incomes
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10212841/
https://www.ncbi.nlm.nih.gov/pubmed/36385412
http://dx.doi.org/10.1007/s11606-022-07903-9
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