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Simulation and Mode...
Simulation and Model Validation for Mental Health Factors Using a Multi-Methodology Hybrid Approach
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- Boodaghian Asl, Arsineh (författare)
- KTH,Hälsoinformatik och logistik
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- Raghothama, Jayanth (författare)
- KTH,Hälsoinformatik och logistik
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- Darwich, Adam S. (författare)
- KTH,Hälsoinformatik och logistik
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- Meijer, Sebastiaan, Professor, 1979- (författare)
- KTH,Hälsoinformatik och logistik
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(creator_code:org_t)
- Institute of Electrical and Electronics Engineers Inc. 2021
- 2021
- Engelska.
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Ingår i: Proceedings - Winter Simulation Conference. - : Institute of Electrical and Electronics Engineers Inc..
- Relaterad länk:
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https://urn.kb.se/re...
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https://doi.org/10.1...
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Abstract
Ämnesord
Stäng
- To promote policy analysis and decision-making in mental health and well-being, simulations are used to scrutinize causal maps and provide policymakers reasonable evidence. This paper proposes and illustrates a multi-methodology hybrid approach by building a hierarchy of models, moving from a systems dynamics model to a simulation based on PageRank to quantify and assess a complex mental health map. The motives are: (1) to aid scenario analysis and comparison for possible policy interventions, (2) to quantify and validate mental health factors, and (3) to gain new insights into the core and confounding factors that affect mental health. The results indicate that the approach identifies factors that cause significant and frequent variation on mental health. Furthermore, validation confirms PageRank accuracy and detects minor fluctuations and variation in model's output behavior.
Ämnesord
- TEKNIK OCH TEKNOLOGIER -- Maskinteknik -- Teknisk mekanik (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Mechanical Engineering -- Applied Mechanics (hsv//eng)
Nyckelord
- Health
- Causal Maps
- Decisions makings
- Health factors
- Hybrid approach
- Mental health
- Page ranks
- Policy analysis
- Policy decisions
- Simulation and model validations
- Well being
- Decision making
Publikations- och innehållstyp
- ref (ämneskategori)
- kon (ämneskategori)