Evidence map›Paper›PMID 35030180›Full record

ArticlePloS one2022

Healthcare utilization and costs among high-need and frail Mexican American Medicare beneficiaries.

Maricruz Rivera-Hernandez, Amit Kumar, Lin-Na Chou, Tamra Keeney, Nasim Ferdows, Amol Karmarkar, Kyriakos S Markides, Kenneth Ottenbacher

Open access · goldAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed, 1 pooled it
1.4field-weighted citation impact, top 18% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

The trial behind it

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

7 citing papers in PubMed, 1 synthesis or guideline pooled it, 8 citations in OpenAlex.

  1. Pooled it
  2. Review
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors at 5 institutions in 1 country.

Maricruz Rivera-HernandezDepartment of Health Services, Policy & Practice, Brown University School of Public Health, Providence, Rhode Island, United States of America.ORCID 0000-0001-5623-9609
Amit KumarCollege of Health and Human Services, Northern Arizona University, Flagstaff, Arizona, United States of America.
Lin-Na ChouOffice of Biostatistics, University of Texas Medical Branch, Galveston, Texas, United States of America.
Tamra KeeneyCenter for Gerontology and Healthcare Research, Brown University School of Public Health, Providence, Rhode Island, United States of America.
Nasim FerdowsDepartment of Health Administration and Policy, Hudson College of Public Health, The University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States of America.ORCID 0000-0003-4380-1556
Amol KarmarkarDepartment of Physical Medicine and Rehabilitation, Virginia Commonwealth University, Richmond, Virginia, United States of America.
Kyriakos S MarkidesDepartment of Preventive Medicine and Population Health, University of Texas Medical Branch, Galveston, Texas, United States of America.
Kenneth OttenbacherSealy Center on Aging, University of Texas Medical Branch, Galveston, Texas, United States of America.
The University of Texas Medical Branch at Galveston · USBrown University · USNorthern Arizona University · USUniversity of Oklahoma Health Sciences Center · USVirginia Commonwealth University · US

Funding

SSCIMA: Integrating Analysis of Socio-economic Sub-population Dynamics to Improve Spatial Models of Infectious DiseaseU54MD012388 · NIMHD · NORTHERN ARIZONA UNIVERSITY · PI Samantha Jane Sabo · 2017 to 2026
$49.7M
LONGITUDINAL STUDY OF MEXICAN AMERICAN ELDERLY HEALTHR01AG010939 · NIA · UNIVERSITY OF TEXAS MEDICAL BR GALVESTON · PI MARKIDES, KYRIAKOS S · 1992 to 2022
$14.6M
The Texas Resource Center on Minority Aging Research (RCMAR)P30AG059301 · NIA · UNIVERSITY OF TEXAS MED BR GALVESTON · PI Kyriakos S Markides, Fernando Riosmena · 2018 to 2026
$5.2M
Long-term Health Outcomes in Mexican American Older AdultsR01MD010355 · NIMHD · UNIVERSITY OF TEXAS MED BR GALVESTON · PI AL SNIH, SOHAM · 2016 to 2019
$1.9M
Hospital-Based Rehabilitation Services in Older Adults After Hip Fracture and Impact on Health OutcomesR03AG060345 · NIA · NORTHERN ARIZONA UNIVERSITY · PI KUMAR, AMIT · 2018 to 2019
$177k
NIA NIH HHS P30 AG059301NIA NIH HHS R01 AG010939NIA NIH HHS R03 AG060345NIMHD NIH HHS L32 MD001238NIMHD NIH HHS R01 MD010355NIMHD NIH HHS U54 MD012388
6 · The paper itself

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.

Indexed as

Frail ElderlyHealth Care CostsMedicareMexican AmericansPatient Acceptance of Health CareAgedAged, 80 and overFemaleFrailtyHealth ExpendituresHospitalizationHumansMaleRetrospective StudiesUnited States

Identifiers

PMID35030180
PMCPMC8759642
OpenAlexW4206698016

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.