Evidence map›Paper›PMID 40307369›Full record

ArticleScientific reports2025

A cross-national analysis of sociodemographic variation in educational attainment.

R Noah Padgett, Noémie Le Pertel, Christina Hinton, Todd Kettler, Andrew D Ho, Ying Chen, Matt Bradshaw, Byron R Johnson, Tyler J VanderWeele

Abstract read
In one paragraph

Article in Scientific reports, 2025. 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

9 authors.

R Noah PadgettHarvard T.H. Chan School of Public Health, Department of Epidemiology, Boston, MA, USA. npadgett@hsph.harvard.edu.
Noémie Le PertelSHINE, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
Christina HintonHuman Flourishing Program, Harvard University, Cambridge, MA, USA.
Todd KettlerDepartment of Educational Psychology, Baylor University, Waco, TX, USA.
Andrew D HoGraduate School of Education, Harvard University, Cambridge, MA, USA.
Ying ChenHarvard T.H. Chan School of Public Health, Department of Epidemiology, Boston, MA, USA.
Matt BradshawInstitute for Studies of Religion, Baylor University, One Bear Place #97326, Waco, TX, 76798-7326, USA.
Byron R JohnsonInstitute for Studies of Religion, Department of Sociology, Baylor University, Waco, TX, USA.
Tyler J VanderWeeleHarvard T.H. Chan School of Public Health, Department of Epidemiology, Boston, MA, USA.

Funding

John Templeton Foundation #61665
6 · The paper itself

Abstract

Prior research documents strong associations between higher educational attainment and improved health and well-being outcomes. Studies on educational differences, such as those conducted by OECD and UNESCO, have focused on national trends in educational attainment. The current study builds on existing international surveys of educational attainment by providing supporting evidence for educational attainment in several countries and novel evidence for various other countries and territories. For example, results demonstrate that country-level aggregate estimates of the proportion of the population attaining a tertiary education from the Global Flourishing Study (GFS) aligns fairly well with existing estimates from the OECD, with a correlation of [Formula: see text] with 95% CI (0.57, 0.94), and the estimates for new countries may be a lower bound for the estimated proportion of the population attaining a tertiary education. A major additional contribution of this article is providing insights into the contexts of educational attainment across countries by reporting which sociodemographic groups tend to have attained higher levels of education and how these trends differ across countries. We examined these differences by evaluating the sociodemographic contexts (e.g., age, marital status, employment status) in which achieving more education is found using data from 202,898 participants across 22 countries that were post-stratified to be nationally representative within each country.

Indexed as

Academic SuccessEducational StatusAdolescentAdultFemaleHumansMaleMiddle AgedSociodemographic FactorsSocioeconomic FactorsYoung Adult

Identifiers

PMID40307369
PMCPMC12043905

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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.