Secondary Evidence Integration
This study employs a systematic desk-research approach, synthesizing cross-sectional data from the Programme for International Student Assessment (PISA) to evaluate adolescent wellbeing across diverse socio-demographic contexts in the UAE [4]. By prioritizing peer-reviewed literature and policy-aligned reports, the methodology ensures a multidimensional perspective on mental health indicators [1][5]. Limitations are addressed through the careful triangulation of existing thematic data, ensuring that the findings remain grounded in verifiable scholarly discourse while maintaining neutrality regarding regional variations [2].