Vionalita, G. orcid.org/0000-0002-9834-2062, Hughes, N. orcid.org/0000-0002-5859-808X and Martinez-Perez, A. (2026) Beyond individual risk: social structure and the production of youth health risk behaviour in Indonesia. Critical Public Health, 36 (1). 2733722. ISSN: 0958-1596
Abstract
Background
Adolescence and early adulthood are critical periods for the development of health behaviours, yet longitudinal evidence on how these behaviours are socially patterned in Indonesia remains limited. Drawing on life-course theory and the social determinants of health framework, this study conceptualises Social Structure as a multidimensional construct comprising economic resources, education, family conditions, and community participation.
Methods
Longitudinal data from Waves 4 (2007) and 5 (2014) of the Indonesia Family Life Survey (n = 11,539) were analysed. Structural Equation Modelling was conducted across 20 multiply imputed datasets using pooled estimates to examine associations between adolescent Social Structure, health-risk behaviour in young adulthood, and behavioural change over time.
Results
More advantaged Social Structure was associated with lower health-risk behaviour in young adulthood (β = −0.126, p < .001) and with less adverse patterns of behavioural continuity and change between 2007 and 2014 (β = −0.142, p < .001).
Conclusions
Youth health-risk behaviour is socially patterned across the transition to adulthood and cannot be understood solely through individual-level explanations. They support prevention strategies that address structural inequalities alongside behavioural interventions and suggest that future research should further examine how social conditions shape behavioural trajectories across adolescence and young adulthood.
Metadata
| Item Type: | Article |
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| Authors/Creators: |
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| Copyright, Publisher and Additional Information: | © 2026 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. The terms on which this article has been published allow the posting of the Accepted Manuscript in a repository by the author(s) or with their consent. |
| Keywords: | Social structure; adolescents; health risk behaviour; longitudinal study; behaviour change |
| Dates: |
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| Institution: | The University of Sheffield |
| Academic Units: | The University of Sheffield > Faculty of Social Sciences (Sheffield) > School of Sociological Studies, Politics and International Relations |
| Date Deposited: | 21 Sep 2026 13:20 |
| Last Modified: | 21 Sep 2026 13:20 |
| Status: | Published |
| Publisher: | Taylor & Francis |
| Refereed: | Yes |
| Identification Number: | 10.1080/09581596.2026.2733722 |
| Open Archives Initiative ID (OAI ID): | oai:eprints.whiterose.ac.uk:245733 |

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