Evidence map›Paper›PMID 42352674›Full record

ArticleBehavioral sciences (Basel, Switzerland)2026

Functional Limitation and Favorable Mental-Health Self-Appraisal Among U.S. Adults Aged 50 Years or Older with Multimorbidity: A Behavioral-Science Analysis of the 2023 Medical Expenditure Panel Survey.

Minyang Zhang, Juan Du, Yidan Ding, Yichen Xiao, Yumei Jiang, Jie Liu

Abstract read
In one paragraph

Article in Behavioral sciences (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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

1 citing paper in PubMed.

  1. 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

6 authors.

Minyang ZhangSchool of Journalism and Information Communication, Huazhong University of Science and Technology, Wuhan 430074, China.ORCID 0009-0003-7395-4526
Juan DuSchool of Journalism and Information Communication, Huazhong University of Science and Technology, Wuhan 430074, China.
Yidan DingCollege of Literature, Nanjing University, Nanjing 210019, China.ORCID 0009-0004-2428-9248
Yichen XiaoSchool of Journalism and Information Communication, Huazhong University of Science and Technology, Wuhan 430074, China.ORCID 0009-0001-6651-2215
Yumei JiangSchool of Physical Education, Huazhong University of Science and Technology, Wuhan 430074, China.
Jie LiuSchool of Journalism and Information Communication, Huazhong University of Science and Technology, Wuhan 430074, China.

Funding

Chinese Academy of Social Sciences 22BXW056Huazhong University of Science and Technology DJSZ202568Jiangsu Education Department SJCX25_0012
6 · The paper itself

Abstract

How older adults psychologically appraise their health while managing multiple chronic conditions is a behavioral-science question as much as a clinical one. This study estimated the weighted prevalence of favorable mental-health self-appraisal, identified its behavioral, social, and functional correlates, and compared the relative salience of diagnosed-condition burden and functional limitation among U.S. adults aged ≥ 50 years with multimorbidity. This retrospective cross-sectional secondary analysis used the 2023 Medical Expenditure Panel Survey (MEPS) Full Year Consolidated Data File (HC-251). Multimorbidity was defined as at least two diagnosed chronic priority conditions. The primary outcome represents favorable mental-health self-appraisal, derived from MNHLTH53 (excellent/very good/good vs. fair/poor). Covariates were organized using Andersen's Behavioral Model and health-psychology concepts of adaptation, resources, and lived functional burden. Weighted prevalence estimates and survey-weighted logistic regression models were fitted using PERWT23F, VARSTR, and VARPSU. Robustness checks examined a stricter outcome threshold, proxy adjustment/non-proxy restriction, and a physical-health extension model. The analytic sample included 5523 respondents, representing approximately 77.9 million U.S. adults aged ≥ 50 years with multimorbidity. The weighted prevalence of favorable perceived mental-health self-appraisal was 86.6% (95% CI 85.4-87.7). In the fully adjusted core model (complete-case

Indexed as

behavioral adaptationfunctional limitationhealth psychologymental-health self-appraisalMEPSmultimorbidityolder adultspositive mental healthsurvey-weighted analysis

Identifiers

PMID42352674
PMCPMC13295625

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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.