Use of Mobile Technology to Identify Behavioral Mechanisms Linked to Mental Health Outcomes In Kenya: Protocol for Development and Validation of a Predictive Model

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OBJECTIVE: This study proposes to identify and validate weighted sensor stream signatures that predict near-term risk of a major depressive episode and future mood among healthcare workers in Kenya. APPROACH: The study will deploy a mobile app platform and use novel data science analytic approaches...

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Detalles Bibliográficos
Autores principales: Njoroge, Willie, Maina, Rachel, Elena, Frank, Atwoli, Lukoye, Wu, Zhenke, Ngugi, Anthony, Sen, Srijan, Wang, Jian, Wong, Stephen, Baker, Jessica, Haus, Eileen, Khakali, Linda, Aballa, Andrew, Orwa, James, Nyongesa, Moses, Merali, Zul, Akbar, Karim, Abubakar, Amina
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Journal Experts 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9882671/
https://www.ncbi.nlm.nih.gov/pubmed/36711522
http://dx.doi.org/10.21203/rs.3.rs-2458763/v1
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