ArticlePloS one2022
Healthcare utilization and costs among high-need and frail Mexican American Medicare beneficiaries.
Article in PloS one, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers, 1 of them a synthesis that pooled it.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
7 citing papers in PubMed, 1 synthesis or guideline pooled it, 8 citations in OpenAlex.
- Cost of illness analysis of frailty for older adults: a systematic review and meta-analysis.European geriatric medicine · 2025Pooled it
- Frailty Screening in the Emergency Department Enables Personalized Multidisciplinary Care for Geriatric Trauma Patients.Journal of personalized medicine · 2026Review
- Neighborhood Disadvantage, Functional Difficulty, and Cognitive Decline among Older Mexican Americans.Journal of racial and ethnic health disparities · 2026Article
- Chronic conditions and healthcare cost and utilization among underserved Medicare beneficiaries.PloS one · 2026Article
- Neighborhood Socioeconomic Deprivation and Health Care Costs in Older Community-Dwelling Adults: Importance of Functional Impairment and Frailty.Journal of general internal medicine · 2024Article
- Hospital characteristics and perioperative complications of Hispanic patients following reverse shoulder arthroplasty-a large database study.Arthroplasty (London, England) · 2023Article
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Corrections and comments
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Authors and funding
8 authors at 5 institutions in 1 country.
Funding
Abstract
objectivesTo 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.
methodsRetrospective 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.
resultsParticipants 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.
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