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The impact of Dual Eligible Special Need Plan regulations on healthcare utilization
BACKGROUND: To determine if requiring Dual Eligible Special Need Plans (D-SNPs) to receive approval from the National Committee of Quality Assurance and contract with state Medicaid agencies impacts healthcare utilization. METHODS: We use a Multiple Interrupted Time Series to examine the association...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7938466/ https://www.ncbi.nlm.nih.gov/pubmed/33678170 http://dx.doi.org/10.1186/s12913-021-06228-3 |
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author | Narain, Kimberly Danae Cauley Harwood, Jessica Mangione, Carol Duru, O. Kenrik Ettner, Susan |
author_facet | Narain, Kimberly Danae Cauley Harwood, Jessica Mangione, Carol Duru, O. Kenrik Ettner, Susan |
author_sort | Narain, Kimberly Danae Cauley |
collection | PubMed |
description | BACKGROUND: To determine if requiring Dual Eligible Special Need Plans (D-SNPs) to receive approval from the National Committee of Quality Assurance and contract with state Medicaid agencies impacts healthcare utilization. METHODS: We use a Multiple Interrupted Time Series to examine the association of D-SNP regulations with dichotomized measures of emergency room (ER) and hospital utilization. Our treatment group is elderly D-SNP enrollees. Our comparison group is near-elderly (ages 60–64) beneficiaries enrolled in Medicaid Managed Care plans (N = 360,405). We use segmented regression models to estimate changes in the time-trend and slope of the outcomes associated with D-SNP regulations, during the post-implementation (2012–2015) period, relative to the pre-implementation (2010–2011) period. Models include a treatment-status indicator, a monthly time-trend, indicators and splines for the post-period and the interactions between these variables. We conduct the following sensitivity analyses: (1) Re-estimating models stratified by state (2) Estimating models including interactions of D-SNP implementation variables with comorbidity count to assess for differential D-SNP regulation effects across comorbidity level. (3) Re-estimating the models stratifying by race/ethnicity and (4) Including a transition period (2012–2013) in the model. RESULTS: We do not find any statistically significant changes in ER or hospital utilization associated with D-SNP regulation implementation in the broad D-SNP population or among specific racial/ethnic groups; however, we do find a reduction in hospitalizations associated with D-SNP regulations in New Jersey (DD level = − 3.37%; p = 0.02)/(DD slope = − 0.23%; p = 0.01) and among individuals with higher, relative to lower levels of co-morbidity (DDD slope = − 0.06%; p = 0.01). CONCLUSIONS: These findings suggest that the impact of D-SNP regulations varies by state. Additionally, D-SNP regulations may be particularly effective in reducing hospital utilization among beneficiaries with high levels of co-morbidity. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12913-021-06228-3. |
format | Online Article Text |
id | pubmed-7938466 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-79384662021-03-09 The impact of Dual Eligible Special Need Plan regulations on healthcare utilization Narain, Kimberly Danae Cauley Harwood, Jessica Mangione, Carol Duru, O. Kenrik Ettner, Susan BMC Health Serv Res Research Article BACKGROUND: To determine if requiring Dual Eligible Special Need Plans (D-SNPs) to receive approval from the National Committee of Quality Assurance and contract with state Medicaid agencies impacts healthcare utilization. METHODS: We use a Multiple Interrupted Time Series to examine the association of D-SNP regulations with dichotomized measures of emergency room (ER) and hospital utilization. Our treatment group is elderly D-SNP enrollees. Our comparison group is near-elderly (ages 60–64) beneficiaries enrolled in Medicaid Managed Care plans (N = 360,405). We use segmented regression models to estimate changes in the time-trend and slope of the outcomes associated with D-SNP regulations, during the post-implementation (2012–2015) period, relative to the pre-implementation (2010–2011) period. Models include a treatment-status indicator, a monthly time-trend, indicators and splines for the post-period and the interactions between these variables. We conduct the following sensitivity analyses: (1) Re-estimating models stratified by state (2) Estimating models including interactions of D-SNP implementation variables with comorbidity count to assess for differential D-SNP regulation effects across comorbidity level. (3) Re-estimating the models stratifying by race/ethnicity and (4) Including a transition period (2012–2013) in the model. RESULTS: We do not find any statistically significant changes in ER or hospital utilization associated with D-SNP regulation implementation in the broad D-SNP population or among specific racial/ethnic groups; however, we do find a reduction in hospitalizations associated with D-SNP regulations in New Jersey (DD level = − 3.37%; p = 0.02)/(DD slope = − 0.23%; p = 0.01) and among individuals with higher, relative to lower levels of co-morbidity (DDD slope = − 0.06%; p = 0.01). CONCLUSIONS: These findings suggest that the impact of D-SNP regulations varies by state. Additionally, D-SNP regulations may be particularly effective in reducing hospital utilization among beneficiaries with high levels of co-morbidity. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12913-021-06228-3. BioMed Central 2021-03-07 /pmc/articles/PMC7938466/ /pubmed/33678170 http://dx.doi.org/10.1186/s12913-021-06228-3 Text en © The Author(s) 2021 Open AccessThis 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/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Narain, Kimberly Danae Cauley Harwood, Jessica Mangione, Carol Duru, O. Kenrik Ettner, Susan The impact of Dual Eligible Special Need Plan regulations on healthcare utilization |
title | The impact of Dual Eligible Special Need Plan regulations on healthcare utilization |
title_full | The impact of Dual Eligible Special Need Plan regulations on healthcare utilization |
title_fullStr | The impact of Dual Eligible Special Need Plan regulations on healthcare utilization |
title_full_unstemmed | The impact of Dual Eligible Special Need Plan regulations on healthcare utilization |
title_short | The impact of Dual Eligible Special Need Plan regulations on healthcare utilization |
title_sort | impact of dual eligible special need plan regulations on healthcare utilization |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7938466/ https://www.ncbi.nlm.nih.gov/pubmed/33678170 http://dx.doi.org/10.1186/s12913-021-06228-3 |
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