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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2022
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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. |
format | Online Article Text |
id | pubmed-10212841 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
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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