The impact of Dual Eligible Special Need Plan regulations on healthcare utilization
Abstract 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 asso...
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doaj-d3b44f4553d34a688041c6740b00fba52021-03-11T11:24:15ZengBMCBMC Health Services Research1472-69632021-03-0121111210.1186/s12913-021-06228-3The impact of Dual Eligible Special Need Plan regulations on healthcare utilizationKimberly Danae Cauley Narain0Jessica Harwood1Carol Mangione2O. Kenrik Duru3Susan Ettner4Division of General Internal Medicine and Health Services Research (GIM/HSR), Department of Medicine, University of California Los AngelesDivision of General Internal Medicine and Health Services Research (GIM/HSR), Department of Medicine, University of California Los AngelesDivision of General Internal Medicine and Health Services Research (GIM/HSR), Department of Medicine, University of California Los AngelesDivision of General Internal Medicine and Health Services Research (GIM/HSR), Department of Medicine, University of California Los AngelesDivision of General Internal Medicine and Health Services Research (GIM/HSR), Department of Medicine, University of California Los AngelesAbstract 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.https://doi.org/10.1186/s12913-021-06228-3Dual-eligible beneficiariesHealthcare utilizationMedicare |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Kimberly Danae Cauley Narain Jessica Harwood Carol Mangione O. Kenrik Duru Susan Ettner |
spellingShingle |
Kimberly Danae Cauley Narain Jessica Harwood Carol Mangione O. Kenrik Duru Susan Ettner The impact of Dual Eligible Special Need Plan regulations on healthcare utilization BMC Health Services Research Dual-eligible beneficiaries Healthcare utilization Medicare |
author_facet |
Kimberly Danae Cauley Narain Jessica Harwood Carol Mangione O. Kenrik Duru Susan Ettner |
author_sort |
Kimberly Danae Cauley Narain |
title |
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_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_sort |
impact of dual eligible special need plan regulations on healthcare utilization |
publisher |
BMC |
series |
BMC Health Services Research |
issn |
1472-6963 |
publishDate |
2021-03-01 |
description |
Abstract 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. |
topic |
Dual-eligible beneficiaries Healthcare utilization Medicare |
url |
https://doi.org/10.1186/s12913-021-06228-3 |
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