Evidence map›Paper›PMID 39113059›Full record

ArticleThe international journal of behavioral nutrition and physical activity2024

Hypothetical mechanisms driving physical activity levels in ethnic minority groups living in Europe: a systematically identified evidence-based conceptual systems model.

Alexia D M Sawyer, Frank van Lenthe, Carlijn Kamphuis, Enrique Garcia Bengoechea, Aleksandra Luszczynska, Laura Terragni, Kevin Volf, Gun Roos, Catherine Woods, Sarah Forberger and 5 more

Abstract read
In one paragraph

Article in The international journal of behavioral nutrition and physical activity, 2024. 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. Fostering Equity in and Through Sport: A Content Analysis of Sports Policies for Migrants in Australia.Health promotion journal of Australia : official journal of Australian Association of Health Promotion Professionals · 2026
    Article
  2. Review
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

15 authors.

Alexia D M SawyerMedical Research Council Epidemiology Unit, University of Cambridge, Cambridge, UK.
Frank van LentheDepartment of Public Health, Erasmus Medical Center, Erasmus University Rotterdam, Rotterdam, The Netherlands.
Carlijn KamphuisDepartment of Interdisciplinary Social Science, Utrecht University, Utrecht, The Netherlands.
Enrique Garcia BengoecheaDepartment of Physical Education and Sport Sciences, Physical Activity for Health Research Centre, Health Research Institute, University of Limerick, Limerick, Ireland.
Aleksandra LuszczynskaCenter for Applied Research On Health Behavior and Health, SWPS University, Wroclaw, Poland.
Laura TerragniDepartment of Nursing and Health Promotion, Oslo Metropolitan University, Oslo, Norway.
Kevin VolfDepartment of Physical Education and Sport Sciences, Physical Activity for Health Research Centre, Health Research Institute, University of Limerick, Limerick, Ireland.
Gun RoosCentre for Welfare and Labour Research, Oslo Metropolitan University, Oslo, Norway.
Catherine WoodsDepartment of Physical Education and Sport Sciences, Physical Activity for Health Research Centre, Health Research Institute, University of Limerick, Limerick, Ireland.
Sarah ForbergerDepartment of Prevention and Evaluation, The Leibniz Institute for Prevention Research and Epidemiology - BIPS, Bremen, Germany.
Marie ScheidmeirDepartment of Health Psychology, Johannes Gutenberg University Mainz, Mainz, Germany.
Lars Jørun LangøienDepartment of Reviews and Health Technology Assessments, Norwegian Institute of Public Health, Oslo, Norway.
Agnieszka Neumann-PodczaskaDepartment of Palliative Care, Poznan University of Medical Sciences, Poznan, Poland.
Katarzyna Wieczorowska-TobisDepartment of Palliative Care, Poznan University of Medical Sciences, Poznan, Poland.
Karien StronksDepartment of Public and Occupational Health, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands. k.stronks@amsterdamumc.nl.ORCID http://orcid.org/0000-0002-0921-2232

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundIn Europe, physical activity levels tend to be lower in ethnic minority groups than the general population. Interventions and policies based on research examining isolated determinants of physical activity have had limited success in increasing physical activity levels. This study used systems dynamics theory and the capability approach theoretical framework to develop a conceptual model of how individual characteristics, institutional and physical environments and the migration context may interact to promote or hinder physical activity in ethnic minority groups living in Europe.

methodsA systematic update of Langøien et al.'s 2017 review of the determinants of physical activity in ethnic minority groups living in Europe was conducted. Our target population included individuals of all ages who reported a familial migration background from any low- and middle-income countries or belonging to minority indigenous population in Europe. Outcomes pertaining to non-work related physical activity of light, moderate or vigorous intensity performed in any setting were included. Included studies provided an evidence base from which to derive the causal loop diagrams comprising our conceptual model. Sub-system causal loop diagrams were interpreted in co-author review sessions to explicate non-linear system mechanisms, such as reinforcing and balancing feedback loops.

resultsForty-one studies were identified, of which the majority was qualitative. The conceptual model consisted of 4 causal loop diagrams relating to psychosocial constructs; sociocultural constructs; health and health communication and social and material resources, in interaction with environmental/migration context. Four hypothetical mechanisms were identified, e.g. hypothesizing that participation in organised activities leads to increased self-efficacy, thereby enabling further participation.

conclusionsThis study contributes an evidence-based conceptual systems model which elucidates how low levels of physical activity in ethnic minority groups in Europe could be supported by reinforcing and balancing mechanisms involving factors relating to physical and institutional environments, migration context and individuals. A pluralistic approach to literature review, integrating complexity methods such as CLDs into more conventional systematic literature review, supports novel insights into how factors could interact to support persistently low levels of activity, moving beyond the identification of potential relationships between isolated factors to indicating the ways in which these relationships are sustained and could be modified by intervention or policy.

Indexed as

EthnicityExerciseMinority GroupsEuropeHumansModels, Theoretical

Identifiers

PMID39113059
PMCPMC11304888

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.