Evidence map›Paper›PMID 39367239›Full record

ArticleJournal of community health2025

A Study of the Connection Between Health Insurance Literacy and Health Status: Evidence from the US Healthcare Reform Monitoring Survey.

Echu Liu, Alison Bach, Lionel Gumireddy, Joel Jihwan Hwang

Abstract read
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In one paragraph

Article in Journal of community health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Trial
  2. Article
  3. 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

4 authors.

Echu LiuDepartment of Health Management and Policy, Saint Louis University, Saint Louis, USA. echu.liu@slu.edu.ORCID 0000-0001-5215-0981
Alison BachDepartment of Health Management and Policy, Saint Louis University, Saint Louis, USA.
Lionel GumireddyDepartment of Health Management and Policy, Saint Louis University, Saint Louis, USA.
Joel Jihwan HwangSchool of Medicine, Saint Louis University, Saint Louis, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study examines the relationship between health insurance literacy, as indicated by confidence in comprehending health insurance terms, and health status using cross-sectional data from 8 waves of the Health Reform Monitoring Survey (HRMS), covering 61,895 individuals from 2013 to 2017. An ordered logistic regression model was employed with self-rated health status on a five-point Likert scale as the dependent variable and the score of confidence in understanding health insurance terms as the primary independent variable. The model adjusts for variables such as access to care, insurance status, concerns about affordability leading to missed care, household size, family income, employment, education, race, marital status, and gender. Results suggest a positive association between higher confidence in understanding health insurance and superior health statuses. These findings underscore the significance of improving health insurance literacy and advocating for potential policy interventions to enhance public understanding of health insurance benefits and coverage options.

Indexed as

Health LiteracyHealth StatusInsurance, HealthAdolescentAdultAgedCross-Sectional StudiesFemaleHealth Care ReformHumansInsurance CoverageMaleMiddle AgedSurveys and QuestionnairesUnited StatesYoung AdultHealth insurance literacyHealth statusSociodemographic factorsU.S. health reform monitoring survey (HRMS)

Identifiers

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.