Evidence map›Paper›PMID 40898369›Full record

ArticleBMC global and public health2025

A cross-sectional study of demographic variation in health problem-related limitations in life across 22 countries: a cross-national analysis.

Jason Paltzer, Erik W Carter, Elizabeth Kwon, Chukwuemeka N Okafor, R Noah Padgett, Jessica Benfer, Tyler J VanderWeele, Byron R Johnson

Abstract read
In one paragraph

Article in BMC global and public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
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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.

Jason PaltzerThe Meros Center, Wisconsin Lutheran College, Milwaukee, WI, USA. Jason@meroscenter.org.
Erik W CarterCenter for Developmental Disabilities, Baylor University, Waco, TX, USA.
Elizabeth KwonDepartment of Public Health, Baylor University, Waco, TX, USA.
Chukwuemeka N OkaforDivision of Infectious Diseases, Long School of Medicine, Department of Medicine, University of Texas Health Science Center San Antonio, San Antonio, TX, USA.
R Noah PadgettDepartment of Epidemiology, Human Flourishing Program, Harvard University, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
Jessica BenferThe Meros Center, Wisconsin Lutheran College, Milwaukee, WI, USA.
Tyler J VanderWeeleDepartment of Epidemiology and Biostatistics, Human Flourishing Program, Harvard University, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
Byron R JohnsonBaylor University, Institute for Studies of Religion, Waco, TX, USA.

Funding

Fetzer Institute 4354John Templeton Foundation 61665Templeton Religion Trust 1308TWCF 0605
6 · The paper itself

Abstract

backgroundHealth limitations, defined as problems in life that limit an individual from activities of daily living, have been associated with human flourishing, globally. However, how health problems leading to functional limitations vary across multiple demographic characteristics and how these vary across countries requires additional exploration.

methodsThe Global Flourishing Study is a 5-year longitudinal study of human flourishing among 202,898 individuals across 22 countries. The purpose of this analysis was to assess the regional and demographic variation of health limitations in life associated with health problems in wave 1 of the Global Flourishing Study. The study explored the distributions and descriptive statistics of key demographic features (age, gender, marital status, employment, religious service attendance, education, immigration status) across and within countries. The following hypotheses were tested: (1) the distributions and descriptive statistics of key demographic factors will reveal diverse patterns across the international sample, (2) the proportions of health limitations will vary meaningfully across different countries, and (3) health limitations will exhibit variations across different demographic categories such as age, gender, marital status, employment, religious service attendance, education, and immigration status. These differences across demographic categories will vary by country.

resultsThe proportion of health limitations was greater among older age individuals and those with fewer years of education. Being widowed and retired showed higher proportions of having a health limitation compared to those married and working, respectively. The Philippines (0.34), United Kingdom (0.31), and Germany (0.30) had the highest proportions of health problems, while Israel (0.14), Turkey (0.14), and Poland (0.13) had the lowest.

conclusionsUnderstanding key demographic associations of such health problems and daily functioning could help inform policy, programs, and practices aimed at addressing the well-being of individuals who experience health limitations.

Indexed as

EpidemiologyGlobal Flourishing StudyGlobal HealthHealth limitationsHealth problems

Identifiers

PMID40898369
PMCPMC12406540

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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.