IDEAS home Printed from https://ideas.repec.org/p/osf/socarx/2hwjd_v1.html

Evidencing the relational and situated aspects of complex social systems affecting health: introducing an integrated mixed methods approach to understand school mental health

Author

Listed:
  • Goodfellow, Claire
  • Bate, Chloe
  • Shetty, Jayashree Ravi
  • Allen, James M.
  • Letina, Srebrenka

    (Central European University)

  • Long, Emily
  • Ncube, Nolwazi Nadia
  • Riddell, Julie
  • Obazee, Rechel Suny
  • Benjamin, Mia

Abstract

Existing strategies for assessing adolescent mental health overlook the complex social and emotional contexts that young people navigate. Traditional methods focus on individuals, with less consideration of social and environmental factors. This paper presents a novel approach to understand relational and situated aspects of social systems and their influence on adolescent wellbeing. We developed data collection and analysis approaches to embed relational and situational information in remote qualitative walking interviews, participatory systems workshops, agent-based models, quantitative psychometric instruments, and social network surveys. These methods were tested on constructs of stress, loneliness, and mental health stigma in Scottish secondary schools. Mixed methods integration used system mapping software, follow the thread method, and the extended Pillar Integration Process. We integrated data from 13 interviews, 3 student-staff workshops (n=63), and 334 survey participants to determine level of support for five high level themes; pillar integration uncovered three additional themes. Stress showed greater between-situation variability than for loneliness, with little evidence for situational variability in stigma. Analysis uncovered ten stress response profiles reflecting individual differences in situation-specific stressors, and three loneliness profiles reflecting higher and lower loneliness across all situations. Integration focussed on how response profiles were patterned by friendship group, gender, and school year. A relational and situated approach to mental health can provide new insights for health promotion in schools. We present a methodological toolkit to assist researchers, intervention developers and school staff to understand influences on mental health and identify points of change tailored to specific social and spatial settings.

Suggested Citation

  • Goodfellow, Claire & Bate, Chloe & Shetty, Jayashree Ravi & Allen, James M. & Letina, Srebrenka & Long, Emily & Ncube, Nolwazi Nadia & Riddell, Julie & Obazee, Rechel Suny & Benjamin, Mia, 2026. "Evidencing the relational and situated aspects of complex social systems affecting health: introducing an integrated mixed methods approach to understand school mental health," SocArXiv 2hwjd_v1, Center for Open Science.
  • Handle: RePEc:osf:socarx:2hwjd_v1
    DOI: 10.31219/osf.io/2hwjd_v1
    as

    Download full text from publisher

    File URL: https://osf.io/download/6989adaaa84c56e14be24f13/
    Download Restriction: no

    File URL: https://libkey.io/10.31219/osf.io/2hwjd_v1?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Léo Dutriaux & Naomi E Clark & Esther K Papies & Christoph Scheepers & Lawrence W Barsalou, 2023. "The Situated Assessment Method (SAM2): Establishing individual differences in habitual behavior," PLOS ONE, Public Library of Science, vol. 18(6), pages 1-47, June.
    2. Luis F. Luna‐Reyes & Laura J. Black & Weijia Ran & Deborah Lines Andersen & Holly Jarman & George P. Richardson & David F. Andersen, 2019. "Modeling and Simulation as Boundary Objects to Facilitate Interdisciplinary Research," Systems Research and Behavioral Science, Wiley Blackwell, vol. 36(4), pages 494-513, July.
    3. Bruce Edmonds & Christophe Le Page & Mike Bithell & Edmund Chattoe-Brown & Volker Grimm & Ruth Meyer & Cristina Montañola-Sales & Paul Ormerod & Hilton Root & Flaminio Squazzoni, 2019. "Different Modelling Purposes," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 22(3), pages 1-6.
    4. Pescosolido, Bernice A. & Martin, Jack K. & Lang, Annie & Olafsdottir, Sigrun, 2008. "Rethinking theoretical approaches to stigma: A Framework Integrating Normative Influences on Stigma (FINIS)," Social Science & Medicine, Elsevier, vol. 67(3), pages 431-440, August.
    5. Long, Emily & Gardani, Maria & McCann, Mark & Sweeting, Helen & Tranmer, Mark & Moore, Laurence, 2020. "Mental health disorders and adolescent peer relationships," Social Science & Medicine, Elsevier, vol. 253(C).
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Chavira, Denise A. & Bantados, Brenda & Rapp, Amy & Firpo-Perretti, Yudelki M. & Escovar, Emily & Dixon, Louise & Drahota, Amy & Palinkas, Lawrence A., 2017. "Parent-reported stigma and child anxiety: A mixed methods research study," Children and Youth Services Review, Elsevier, vol. 76(C), pages 237-242.
    2. Mpho M. Pheko & Rapelang Chilisa & Shyngle K. Balogun & Christina Kgathi, 2013. "Predicting Intentions to Seek Psychological Help Among Botswana University Students," SAGE Open, , vol. 3(3), pages 21582440134, July.
    3. Duan, Wenjie & Bu, He & Chen, Zheng, 2020. "COVID-19-related stigma profiles and risk factors among people who are at high risk of contagion," Social Science & Medicine, Elsevier, vol. 266(C).
    4. Guus ten Broeke & Hilde Tobi, 2021. "Mapping validity and validation in modelling for interdisciplinary research," Quality & Quantity: International Journal of Methodology, Springer, vol. 55(5), pages 1613-1630, October.
    5. Clémentine Cottineau, 2022. "Modeling Inequalities in Geographical Space," Post-Print halshs-04828670, HAL.
    6. Daniel C. Kenny & Juan Castilla-Rho, 2022. "What Prevents the Adoption of Regenerative Agriculture and What Can We Do about It? Lessons and Narratives from a Participatory Modelling Exercise in Australia," Land, MDPI, vol. 11(9), pages 1-30, August.
    7. Renxing Chen & Mengyao Li & Chao Zhong, 2024. "The identity of “others”: media reproduction of youth and young adults with intellectual disabilities in mainland China," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-9, December.
    8. Emiliano Alvarez & Volker Grimm, 2024. "The added value of using the ODD Protocol for agent-based modeling in Economics: go for it!," Working Papers 307, Red Nacional de Investigadores en Economía (RedNIE).
    9. Obi Thompson Sargoni & Ed Manley, 2023. "Neighbourhood-level pedestrian navigation using the construal level theory," Environment and Planning B, , vol. 50(8), pages 2151-2170, October.
    10. Kohrt, Brandon A. & Turner, Elizabeth L. & Rai, Sauharda & Bhardwaj, Anvita & Sikkema, Kathleen J. & Adelekun, Adesewa & Dhakal, Manoj & Luitel, Nagendra P. & Lund, Crick & Patel, Vikram & Jordans, Ma, 2020. "Reducing mental illness stigma in healthcare settings: Proof of concept for a social contact intervention to address what matters most for primary care providers," Social Science & Medicine, Elsevier, vol. 250(C).
    11. Elena Bakhanova & Jaime A. Garcia & William L. Raffe & Alexey Voinov, 2023. "Gamification Framework for Participatory Modeling: A Proposal," Group Decision and Negotiation, Springer, vol. 32(5), pages 1167-1182, October.
    12. Nicholas R. Magliocca, 2020. "Agent-Based Modeling for Integrating Human Behavior into the Food–Energy–Water Nexus," Land, MDPI, vol. 9(12), pages 1-25, December.
    13. Ida Viktoria Kolte & Lucia Pereira & Aparecida Benites & Islândia Maria Carvalho de Sousa & Paulo Cesar Basta, 2020. "The contribution of stigma to the transmission and treatment of tuberculosis in a hyperendemic indigenous population in Brazil," PLOS ONE, Public Library of Science, vol. 15(12), pages 1-13, December.
    14. Risso, Lucas Antonio & Ganga, Gilberto Miller Devós & Santa-Eulalia, Luis Antonio de & Godinho Filho, Moacir & Chikhi, Tinhinane & Mosconi, Elaine & Zhang, Kaiwen, 2024. "A framework for modeling and simulating blockchain-based supply chain traceability systems," International Journal of Production Economics, Elsevier, vol. 278(C).
    15. Lucy, Meghann, 2024. "“Fighting demons”: Stigma and shifting norms in explicit mention of overdose in obituaries, 2010–2019," Social Science & Medicine, Elsevier, vol. 350(C).
    16. repec:osf:osfxxx:asxr2_v1 is not listed on IDEAS
    17. Billings, Katie R. & Cort, David A. & Rozario, Tannuja D. & Siegel, Derek P., 2021. "HIV stigma beliefs in context: Country and regional variation in the effects of instrumental stigma beliefs on protective sexual behaviors in Latin America, the Caribbean, and Southern Africa," Social Science & Medicine, Elsevier, vol. 269(C).
    18. Kim Hartog & Ruth M H Peters & Racheal Kisakye Tukahiirwa & Mark J D Jordans, 2023. "Reducing stigma impacting children and adolescents in low- and middle-income countries: The development of a common multi-component stigma reduction intervention," PLOS ONE, Public Library of Science, vol. 18(10), pages 1-19, October.
    19. ederico Bianchi & Flaminio Squazzoni, 2022. "Can transparency undermine peer review? A simulation model of scientist behavior under open peer review [Reviewing Peer Review]," Science and Public Policy, Oxford University Press, vol. 49(5), pages 791-800.
    20. Eisenberg, Daniel & Downs, Marilyn F. & Golberstein, Ezra, 2012. "Effects of contact with treatment users on mental illness stigma: Evidence from university roommate assignments," Social Science & Medicine, Elsevier, vol. 75(6), pages 1122-1127.
    21. Daniel C. Kenny & Juan Castilla-Rho, 2022. "No Stakeholder Is an Island: Human Barriers and Enablers in Participatory Environmental Modelling," Land, MDPI, vol. 11(3), pages 1-26, February.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:osf:socarx:2hwjd_v1. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: OSF (email available below). General contact details of provider: https://arabixiv.org .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.