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The goal of my thesis is to use a data set of community variables (family, school, friends, race, economic status) established by UNICEF's framework to identify which factors predict youth mental health during various stages of the COVID-19 Pandemic.

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confirmatory-factor-analysis confirmatory-data-analysis modelling lavaan lavaan-syntax predictive-modeling research thesis

confirmatory_factor_analysis_unicef's Introduction

Confirmatory_Factor_Analysis

The following documents the iterations of models I went through as I developed a structural equation model.

The data that I cleaned and modelled for this analysis comes from the Community Child and Youth Well-being Survey conducted my the Region of Waterloo (in Ontario, Canada). These variables were developed with input from youth in the surveyed community in addition to mirroring the framework of UNICEF Canada's measures of wellbeing. As a result, confirmatory factor analysis was used to map these survey questions onto established clinical measures in order to compare the results against the existing literature.

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