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Reason: Under embargo until 23May 2025. After this date a copy can be supplied under Section 51(2) of the Australian Copyright Act 1968 by submitting a document delivery request through your library

Investigating the Role of a Social Support-Enabled Mobile Health (mHealth) Framework to Alleviate Depressive Symptomatology and Elevate Psychological Well-being in Adolescents

thesis
posted on 2024-05-23, 09:26 authored by SAYYIDA MASOOM GILANI
With the onset of mental disorders during adolescence, mobile health (mHealth) apps are especially a promising approach for depression, which is one of the leading causes of mortality and morbidity in this vulnerable age group, and is yet underrecognized, underdiagnosed and undertreated. To alleviate depressive symptomatology and elevate psychological well-being in adolescents, an evidence-based social support-enabled mHealth framework was investigated, proposed, implemented, and evaluated with technical experts, mental health practitioners, and school-going adolescents. The results indicated a positive reception, with participants expressing appreciation for the app's usability and potential impact on their well-being. These contributions emphasize the importance of integrating social support into mHealth interventions for adolescent depressive symptomatology based on self-reported and real-time unobtrusive symptom collection via machine learning models.

History

Campus location

Malaysia

Principal supervisor

Muhammad Fermi Pasha

Additional supervisor 1

Pari Delir Haghighi

Additional supervisor 2

Vanlal Thanzami

Year of Award

2024

Department, School or Centre

School of Information Technology (Monash University Malaysia)

Course

Doctor of Philosophy

Degree Type

DOCTORATE

Faculty

Faculty of Information Technology