IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v19y2022i7p4015-d781505.html
   My bibliography  Save this article

Participatory Systems Modelling for Youth Mental Health: An Evaluation Study Applying a Comprehensive Multi-Scale Framework

Author

Listed:
  • Grace Yeeun Lee

    (Brain and Mind Centre, The University of Sydney, Sydney, NSW 2050, Australia)

  • Ian Bernard Hickie

    (Brain and Mind Centre, The University of Sydney, Sydney, NSW 2050, Australia
    These authors contributed equally to this work.)

  • Jo-An Occhipinti

    (Brain and Mind Centre, The University of Sydney, Sydney, NSW 2050, Australia
    Computer Simulation & Advanced Research Technologies (CSART), Sydney, NSW 2021, Australia
    These authors contributed equally to this work.)

  • Yun Ju Christine Song

    (Brain and Mind Centre, The University of Sydney, Sydney, NSW 2050, Australia
    These authors contributed equally to this work.)

  • Salvador Camacho

    (Swiss Centre for International Health, Swiss Tropical and Public Health Institute, 4123 Allschwil, Switzerland
    University of Basel, 4001 Basel, Switzerland)

  • Adam Skinner

    (Brain and Mind Centre, The University of Sydney, Sydney, NSW 2050, Australia)

  • Kenny Lawson

    (Brain and Mind Centre, The University of Sydney, Sydney, NSW 2050, Australia)

  • Samuel J. Hockey

    (Brain and Mind Centre, The University of Sydney, Sydney, NSW 2050, Australia)

  • Adriane Martin Hilber

    (Swiss Centre for International Health, Swiss Tropical and Public Health Institute, 4123 Allschwil, Switzerland
    University of Basel, 4001 Basel, Switzerland)

  • Louise Freebairn

    (Brain and Mind Centre, The University of Sydney, Sydney, NSW 2050, Australia
    Computer Simulation & Advanced Research Technologies (CSART), Sydney, NSW 2021, Australia
    Research School of Population Health, The Australian National University, Canberra, ACT 0200, Australia)

Abstract

The youth mental health sector is persistently challenged by issues such as service fragmentation and inefficient resource allocation. Systems modelling and simulation, particularly utilizing participatory approaches, is offering promise in supporting evidence-informed decision making with limited resources by testing alternative strategies in safe virtual environments before implementing them in the real world. However, improved evaluation efforts are needed to understand the critical elements involved in and to improve methods for implementing participatory modelling for youth mental health system and service delivery. An evaluation protocol is described to evaluate the feasibility, value, impact, and sustainability of participatory systems modelling in delivering advanced decision support capabilities for youth mental health. This study applies a comprehensive multi-scale evaluation framework, drawing on participatory action research principles as well as formative, summative, process, and outcome evaluation techniques. Novel data collection procedures are presented, including online surveys that incorporate gamification to enable social network analysis and patient journey mapping. The evaluation approach also explores the experiences of diverse stakeholders, including young people with lived (or living) experience of mental illness. Social and technical opportunities will be uncovered, as well as challenges implementing these interdisciplinary methods in complex settings to improve youth mental health policy, planning, and outcomes. This study protocol can also be adapted for broader international applications, disciplines, and contexts.

Suggested Citation

  • Grace Yeeun Lee & Ian Bernard Hickie & Jo-An Occhipinti & Yun Ju Christine Song & Salvador Camacho & Adam Skinner & Kenny Lawson & Samuel J. Hockey & Adriane Martin Hilber & Louise Freebairn, 2022. "Participatory Systems Modelling for Youth Mental Health: An Evaluation Study Applying a Comprehensive Multi-Scale Framework," IJERPH, MDPI, vol. 19(7), pages 1-18, March.
    • Handle: RePEc:gam:jijerp:v:19:y:2022:i:7:p:4015-:d:781505
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/19/7/4015/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/1660-4601/19/7/4015/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Senge, Peter M. & Sterman, John D., 1992. "Systems thinking and organizational learning: Acting locally and thinking globally in the organization of the future," European Journal of Operational Research, Elsevier, vol. 59(1), pages 137-150, May.
    2. Bohye Lee & Myungsuk Choi & Mankyu Choi, 2021. "Evaluation of Individual and Community Factors Affecting Adolescents’ Mental Health: A Longitudinal Multilevel Analysis," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 16(3), pages 1187-1203, June.
    3. Hedelin, Beatrice & Evers, Mariele & Alkan-Olsson, Johanna & Jonsson, Anna, 2017. "Participatory modelling for sustainable development: Key issues derived from five cases of natural resource and disaster risk management," Environmental Science & Policy, Elsevier, vol. 76(C), pages 185-196.
    4. Wilma E. Waterlander & Angie Luna Pinzon & Arnoud Verhoeff & Karen den Hertog & Teatske Altenburg & Coosje Dijkstra & Jutka Halberstadt & Roel Hermans & Carry Renders & Jacob Seidell & Amika Singh & M, 2020. "A System Dynamics and Participatory Action Research Approach to Promote Healthy Living and a Healthy Weight among 10–14-Year-Old Adolescents in Amsterdam: The LIKE Programme," IJERPH, MDPI, vol. 17(14), pages 1-18, July.
    5. Katrina M. Long & G. N. Meadows, 2018. "Simulation modelling in mental health: A systematic review," Journal of Simulation, Taylor & Francis Journals, vol. 12(1), pages 76-85, January.
    6. Brandon A. Kohrt & Laura Asher & Anvita Bhardwaj & Mina Fazel & Mark J. D. Jordans & Byamah B. Mutamba & Abhijit Nadkarni & Gloria A. Pedersen & Daisy R. Singla & Vikram Patel, 2018. "The Role of Communities in Mental Health Care in Low- and Middle-Income Countries: A Meta-Review of Components and Competencies," IJERPH, MDPI, vol. 15(6), pages 1-31, June.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Grace Yeeun Lee & Julie Robotham & Yun Ju C. Song & Jo-An Occhipinti & Jakelin Troy & Tanja Hirvonen & Dakota Feirer & Olivia Iannelli & Victoria Loblay & Louise Freebairn & Rama Agung-Igusti & Ee Pin, 2022. "Partnering with Aboriginal and Torres Strait Islander Peoples: An Evaluation Study Protocol to Strengthen a Comprehensive Multi-Scale Evaluation Framework for Participatory Systems Modelling through I," IJERPH, MDPI, vol. 20(1), pages 1-16, December.

    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. Oliva, Rogelio, 2003. "Model calibration as a testing strategy for system dynamics models," European Journal of Operational Research, Elsevier, vol. 151(3), pages 552-568, December.
    2. Yun Eui Choi & Kihwan Song & Min Kim & Junga Lee, 2017. "Transformation Planning for Resilient Wildlife Habitats in Ecotourism Systems," Sustainability, MDPI, vol. 9(4), pages 1-28, March.
    3. Soraya Tanure & Carlos Nabinger & João Luiz Becker, 2015. "Bioeconomic Model of Decision Support System for Farm Management: Proposal of a Mathematical Model," Systems Research and Behavioral Science, Wiley Blackwell, vol. 32(6), pages 658-671, November.
    4. Berthoin Antal, Ariane & Sobczak, André, 2014. "Culturally Embedded Organizational Learning for Global Responsibility," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 53(5), pages 652-683.
    5. Nkhensani F. Mabunda & Mutshinyalo L. Mangena-Netshikweta & Rachel T. Lebese & Foluke C. Olaniyi, 2022. "Family Perspectives Related to Caring for Mental Health Care Users: A Case Study in the Long-Term Mental Health Institutions of Limpopo Province, South Africa," IJERPH, MDPI, vol. 19(17), pages 1-9, August.
    6. Patricia A. McKay & Laura Schmitt Olabisi & Christine A. Vogt, 2020. "Assessing improvements in socio-ecological system governance using mixed methods and the quality governance framework and its diagnostic capacity tool," Environment Systems and Decisions, Springer, vol. 40(1), pages 41-66, March.
    7. Nicholas C. Georgantzas & Evangelos G. Katsamakas, 2008. "Information systems research with system dynamics," System Dynamics Review, System Dynamics Society, vol. 24(3), pages 247-264, September.
    8. Thomas A. Tsalis & Ioannis E. Nikolaou, 2017. "Assessing the Effects of Climate Change Regulations on the Business Community: A System Dynamic Approach," Business Strategy and the Environment, Wiley Blackwell, vol. 26(6), pages 826-843, September.
    9. Lalani, Baqir & Aminpour, Payam & Gray, Steven & Williams, Meredith & Büchi, Lucie & Haggar, Jeremy & Grabowski, Philip & Dambiro, José, 2021. "Mapping farmer perceptions, Conservation Agriculture practices and on-farm measurements: The role of systems thinking in the process of adoption," Agricultural Systems, Elsevier, vol. 191(C).
    10. Miragliotta, Giovanni, 2006. "Layers and mechanisms: A new taxonomy for the Bullwhip Effect," International Journal of Production Economics, Elsevier, vol. 104(2), pages 365-381, December.
    11. Kwamina Ewur Banson & Daniel Kwasi Asare & Fidelis Doodaa Dery & Kwadwo Boakye & Akudugu Boniface & Moses Asamoah & Lourees Esi Awotwe, 2020. "Impact of Fall Armyworm on Farmer’s Maize: Systemic Approach," Systemic Practice and Action Research, Springer, vol. 33(2), pages 237-264, April.
    12. Jingyuan Fu & Meng Sun & Minhong Wang, 2022. "Simulation-Assisted Learning about a Complex Economic System: Impact on Low- and High-Achieving Students," Sustainability, MDPI, vol. 14(10), pages 1-17, May.
    13. Hosang Jung & Sukjae Jeong, 2018. "The Economic Effect of Virtual Warehouse-Based Inventory Information Sharing for Sustainable Supplier Management," Sustainability, MDPI, vol. 10(5), pages 1-19, May.
    14. Linlin Wang & Rongchang Wang & Haiyan Yan, 2021. "System-Dynamics Modeling for Exploring the Impact of Industrial-Structure Adjustment on the Water Quality of the River Network in the Yangtze Delta Area," Sustainability, MDPI, vol. 13(14), pages 1-20, July.
    15. Linnéusson, Gary & Ng, Amos H.C. & Aslam, Tehseen, 2020. "A hybrid simulation-based optimization framework supporting strategic maintenance development to improve production performance," European Journal of Operational Research, Elsevier, vol. 281(2), pages 402-414.
    16. Ram Gopalan & Tingnan Lin, 2022. "Tackling gun violence: is systems thinking necessary?," OPSEARCH, Springer;Operational Research Society of India, vol. 59(3), pages 908-929, September.
    17. Lane, David C., 1999. "Social theory and system dynamics practice," European Journal of Operational Research, Elsevier, vol. 113(3), pages 501-527, March.
    18. Power, Michael, 2021. "The financial reporting system - what is it?," LSE Research Online Documents on Economics 110220, London School of Economics and Political Science, LSE Library.
    19. Scott A. Hemmerling & Christine A. DeMyers & Tim J. B. Carruthers, 2022. "Building Resilience through Collaborative Management of Coastal Protection and Restoration Planning in Plaquemines Parish, Louisiana, USA," Sustainability, MDPI, vol. 14(5), pages 1-24, March.
    20. Kelly, Kristine L., 1998. "A systems approach to identifying decisive information for sustainable development," European Journal of Operational Research, Elsevier, vol. 109(2), pages 452-464, September.

    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:gam:jijerp:v:19:y:2022:i:7:p:4015-:d:781505. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.