Evidence map›Paper›PMID 41957075›Full record

ArticleScientific reports2026

Childhood predictors of political voice across 22 countries in the global flourishing study.

John Ssozi, John Kiweewa, Nicholas Norman-Krause, Matt Bradshaw, Tyler J VanderWeele, Byron R Johnson

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
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0citing papers in PubMed
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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

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

John SsoziDepartment of Economics, Baylor University, One Bear Place #97326, Waco, TX, 76798 - 7326, USA. John_Ssozi@baylor.edu.
John KiweewaSchool of Education and Human Development, Fairfield University, Fairfield, CT, USA.
Nicholas Norman-KrauseSchool of Theology and Christian Ministry, Belmont University, Nashville, TN, USA.
Matt BradshawInstitute for Studies of Religion, Baylor University, Waco, TX, USA.
Tyler J VanderWeeleHuman Flourishing Program, Institute for Quantitative Social Science, Harvard University, Cambridge, MA, 02138, USA.
Byron R JohnsonInstitute for Studies of Religion, Baylor University, Waco, TX, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The current study retrospectively examines childhood predictors among sampled respondents to assess linkages, if any, between various childhood experiences before age 12 and political voice in adulthood. We apply random effects meta-analysis on a diverse and international dataset of 202,898 individuals from 22 countries. Using specified reference exposures for each category of childhood experiences, we find that having a strong relationship with mother/father results in an individual reporting slightly greater political voice relative to having a bad relationship with a parent overall. Similar overall positive associations are observed among individuals who had single parents, including instances in which one or both parents died, reported having financially comfortable childhoods, were exposed to abuse, felt like an outsider, experienced excellent health, and attended religious services. However, in Egypt, Indonesia, Nigeria, Philippines, Poland, and Spain abuse associated with relatively lower political voice. Likewise, feeling as an outsider in Germany, Israel, Kenya, Nigeria, South Africa, and Tanzania associated with relatively lower political voice. Our findings suggest that the strength and direction of these associations differ by country, reflecting diverse cultural influences. Concerns about unmeasured confounding variables were addressed using the e-value method and were reassuring.

Indexed as

PoliticsChildFemaleHumansMaleRetrospective StudiesChildhood exposuresCulturePolitical voice

Identifiers

PMID41957075
PMCPMC13223326

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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.