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Healthcare utilization and costs among high-need and frail Mexican American Medicare beneficiaries
OBJECTIVES: To examine Medicare health care spending and health services utilization among high-need population segments in older Mexican Americans, and to examine the association of frailty on health care spending and utilization. METHODS: Retrospective cohort study of the innovative linkage of Med...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8759642/ https://www.ncbi.nlm.nih.gov/pubmed/35030180 http://dx.doi.org/10.1371/journal.pone.0262079 |
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author | Rivera-Hernandez, Maricruz Kumar, Amit Chou, Lin-Na Keeney, Tamra Ferdows, Nasim Karmarkar, Amol Markides, Kyriakos S. Ottenbacher, Kenneth |
author_facet | Rivera-Hernandez, Maricruz Kumar, Amit Chou, Lin-Na Keeney, Tamra Ferdows, Nasim Karmarkar, Amol Markides, Kyriakos S. Ottenbacher, Kenneth |
author_sort | Rivera-Hernandez, Maricruz |
collection | PubMed |
description | OBJECTIVES: To examine Medicare health care spending and health services utilization among high-need population segments in older Mexican Americans, and to examine the association of frailty on health care spending and utilization. METHODS: Retrospective cohort study of the innovative linkage of Medicare data with the Hispanic Established Populations for the Epidemiologic Study of the Elderly (H-EPESE) were used. There were 863 participants, which contributed 1,629 person years of information. Frailty, cognition, and social risk factors were identified from the H-EPESE, and chronic conditions were identified from the Medicare file. The Cost and Use file was used to calculate four categories of Medicare spending on: hospital services, physician services, post-acute care services, and other services. Generalized estimating equations (GEE) with a log link gamma distribution and first order autoregressive, correlation matrix was used to estimate cost ratios (CR) of population segments, and GEE with a logit link binomial distribution was applied to estimate odds ratios (OR) of healthcare use. RESULTS: Participants in the major complex chronic illness segment who were also pre-frail or frail had higher total costs and utilization compared to the healthy segment. The CR for total Medicare spending was 3.05 (95% CI, 2.48–3.75). Similarly, this group had higher odds of being classified in the high-cost category 5.86 (95% CI, 3.35–10.25), nursing home care utilization 11.32 (95% CI, 3.88–33.02), hospitalizations 4.12 (95% CI, 2.88–5.90) and emergency room admissions 4.24 (95% CI, 3.04–5.91). DISCUSSION: Our findings highlight that frailty assessment is an important consideration when identifying high-need and high-cost patients. |
format | Online Article Text |
id | pubmed-8759642 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-87596422022-01-15 Healthcare utilization and costs among high-need and frail Mexican American Medicare beneficiaries Rivera-Hernandez, Maricruz Kumar, Amit Chou, Lin-Na Keeney, Tamra Ferdows, Nasim Karmarkar, Amol Markides, Kyriakos S. Ottenbacher, Kenneth PLoS One Research Article OBJECTIVES: To examine Medicare health care spending and health services utilization among high-need population segments in older Mexican Americans, and to examine the association of frailty on health care spending and utilization. METHODS: Retrospective cohort study of the innovative linkage of Medicare data with the Hispanic Established Populations for the Epidemiologic Study of the Elderly (H-EPESE) were used. There were 863 participants, which contributed 1,629 person years of information. Frailty, cognition, and social risk factors were identified from the H-EPESE, and chronic conditions were identified from the Medicare file. The Cost and Use file was used to calculate four categories of Medicare spending on: hospital services, physician services, post-acute care services, and other services. Generalized estimating equations (GEE) with a log link gamma distribution and first order autoregressive, correlation matrix was used to estimate cost ratios (CR) of population segments, and GEE with a logit link binomial distribution was applied to estimate odds ratios (OR) of healthcare use. RESULTS: Participants in the major complex chronic illness segment who were also pre-frail or frail had higher total costs and utilization compared to the healthy segment. The CR for total Medicare spending was 3.05 (95% CI, 2.48–3.75). Similarly, this group had higher odds of being classified in the high-cost category 5.86 (95% CI, 3.35–10.25), nursing home care utilization 11.32 (95% CI, 3.88–33.02), hospitalizations 4.12 (95% CI, 2.88–5.90) and emergency room admissions 4.24 (95% CI, 3.04–5.91). DISCUSSION: Our findings highlight that frailty assessment is an important consideration when identifying high-need and high-cost patients. Public Library of Science 2022-01-14 /pmc/articles/PMC8759642/ /pubmed/35030180 http://dx.doi.org/10.1371/journal.pone.0262079 Text en © 2022 Rivera-Hernandez et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Rivera-Hernandez, Maricruz Kumar, Amit Chou, Lin-Na Keeney, Tamra Ferdows, Nasim Karmarkar, Amol Markides, Kyriakos S. Ottenbacher, Kenneth Healthcare utilization and costs among high-need and frail Mexican American Medicare beneficiaries |
title | Healthcare utilization and costs among high-need and frail Mexican American Medicare beneficiaries |
title_full | Healthcare utilization and costs among high-need and frail Mexican American Medicare beneficiaries |
title_fullStr | Healthcare utilization and costs among high-need and frail Mexican American Medicare beneficiaries |
title_full_unstemmed | Healthcare utilization and costs among high-need and frail Mexican American Medicare beneficiaries |
title_short | Healthcare utilization and costs among high-need and frail Mexican American Medicare beneficiaries |
title_sort | healthcare utilization and costs among high-need and frail mexican american medicare beneficiaries |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8759642/ https://www.ncbi.nlm.nih.gov/pubmed/35030180 http://dx.doi.org/10.1371/journal.pone.0262079 |
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