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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
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    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    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.
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    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.

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