Evidence map›Paper›PMID 41764279›Full record

ArticleScientific reports2026

Human values and physical activity before and during COVID-19 restrictions in Hungary.

Gergely Csurilla, Imre Fertő, Zsófia Benedek, József Fogarasi, Zoltán Bakucs

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
0cells of the map it votes in
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

5 authors.

Gergely CsurillaInstitute of Economics, ELTE Centre for Economic and Regional Studies, 1097 Budapest, Tóth Kálmán u. 4, Budapest, Hungary. csurilla.gergely@krtk.elte.hu.
Imre FertőInstitute of Economics, ELTE Centre for Economic and Regional Studies, 1097 Budapest, Tóth Kálmán u. 4, Budapest, Hungary.
Zsófia BenedekInstitute of Economics, ELTE Centre for Economic and Regional Studies, 1097 Budapest, Tóth Kálmán u. 4, Budapest, Hungary.
József FogarasiÓbuda University, Budapest, Hungary.
Zoltán BakucsInstitute of Economics, ELTE Centre for Economic and Regional Studies, 1097 Budapest, Tóth Kálmán u. 4, Budapest, Hungary.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Physical inactivity is a major public health challenge in Hungary. Drawing on Schwartz’s Theory of Basic Human Values, we exploit a natural experiment created by temporary population-wide restrictions to examine how value orientations relate to physical activity across contrasting contexts. In a nationally representative survey of 1,031 adults, respondents reported frequency of structured exercise training (SET) and light daily physical activity (LDPA) for the period before the restrictions and during them. Generalized ordered logistic models linked activity categories to self-transcendence, conservation, openness to change, and self-enhancement, controlling for sociodemographic and health factors. Self-transcendence predicted higher participation in both SET and LDPA under usual conditions; during restrictions, its association with SET attenuated, whereas the link with LDPA remained robust. Conservation values consistently predicted lower SET, with avoidance intensifying under constraints; associations with LDPA were weaker. Openness to change and self-enhancement showed no independent effects after adjustment. Age, gender, education, self-rated health, BMI, smoking and alcohol use were associated with activity. Findings indicate that values shape activity differently depending on context: self-transcendence is associated with greater persistence in daily activity, whereas conservation corresponds to declines in structured exercise. Aligning interventions with motivational profiles may improve adherence when opportunities to be active are disrupted.

Indexed as

COVID-19ExerciseSocial ValuesAdultAgedFemaleHumansHungaryMaleMiddle AgedMotivationSARS-CoV-2Surveys and QuestionnairesYoung AdultBehaviour changeNatural experimentPhysical activityPsychographic segmentationSchwartz values

Identifiers

PMID41764279
PMCPMC13056995

What Socratic holds

Textmetadata
LicenceCC BY
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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 Socratic graph.