Evidence map›Paper›PMID 40307892›Full record

ArticleBMC global and public health2025

Demographic variation in self-rated physical health across 22 countries: findings from the Global Flourishing Study.

Matt Bradshaw, Blake Victor Kent, Jeff Levin, Jennifer Susan Wortham, Noémie Le Pertel, 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 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Article
  2. The indirect effects of cognitive function in the association between stroke and quality of life among older adults in a rural community: A cross-sectional study.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2026
    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

7 authors.

Matt BradshawInstitute for Studies of Religion, Baylor University, One Bear Place #97326, Waco, TX, 76798-7326, USA. drmattbradshaw@gmail.com.
Blake Victor KentDepartment of Sociology and Anthropology, Westmont College, Santa Barbara, CA, USA.
Jeff LevinInstitute for Studies of Religion and Medical Humanities Program, Baylor University, Waco, TX, USA.
Jennifer Susan WorthamHuman Flourishing Program, Institute for Quantitative Social Science, Harvard University, Cambridge, MA, USA.
Noémie Le PertelHuman Flourishing Program, Institute for Quantitative Social Science, Harvard University, Cambridge, MA, USA.
Tyler J VanderWeeleHuman Flourishing Program, Institute for Quantitative Social Science, Harvard University, Cambridge, MA, USA.
Byron R JohnsonHuman Flourishing Program, Institute for Quantitative Social Science, Harvard University, Cambridge, MA, USA.

Funding

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

Abstract

backgroundRelatively few studies have examined how self-rated physical health (SRH) varies across: (a) countries around the world and (b) demographic characteristics in diverse nations and cultures.

methodsThe current study addresses these issues by providing a cross-national random effects meta-analysis of SRH using data from the Global Flourishing Study (GFS), an international survey of 202,898 individuals from 22 geographically, economically, and culturally diverse countries collected in 2022-2023.

resultsOn a scale of 0-10 (0 = poor and 10 = excellent), the mean SRH ranged from 5.97 in Japan to 8.29 in Indonesia. Three of the four largest SRH means were found in developing, non-Western countries (Indonesia, Nigeria, and Kenya), while the five lowest were in economically developed nations (Germany, Australia, Sweden, the UK, and Japan). Countries also differed in the degree of variation around the mean. SRH was more evenly dispersed in nations like Israel, Poland, and the USA and more unequally distributed in places like Egypt, Tanzania, and India. SRH also varied across demographic characteristics. Results from a random effects meta-analysis of all 22 countries showed that SRH varied across age, gender, marital status, employment, education, religious service attendance, and immigration status in at least some countries. In general, SRH tended to be higher among: (a) younger individuals; (b) males; (c) those who were single/never married, married, or had domestic partnerships (compared with other groups such as widowed, divorced, or separated); (d) employed individuals and students; (e) people with more years of education; and (f) those who attended religious services. There was considerable heterogeneity across countries in the associations between demographic characteristics and SRH, however, suggesting that country-level contexts are important. Results were similar when weighted based on the population size in each country.

conclusionsWhile being mindful of challenges due to varying cultural contexts and possible interpretations and translations of key survey questions, findings suggest substantial variation in SRH across countries and meaningful demographic characteristics. This study lays the foundation for future longitudinal GFS studies on the causes and correlates of SRH in a global context.

Indexed as

AgeCross-nationalCultureGenderMarital statusPublic healthReligionSocioeconomic statusWell-being

Identifiers

PMID40307892
PMCPMC12042321

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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.