Replication Package for: Predictive Modeling of Women's Mental Health: Financial Confidence as a Humanitarian Determinant in Bangladesh

This dataset contains the analytic replication files for the study “Predictive Modeling of Women’s Mental Health: Financial Confidence as a Humanitarian Determinant in Bangladesh,” prepared for the 2025 IEEE WIECON-ECE Conference. It includes an anonymized analytic dataset derived from the Bangladesh Demographic and Health Survey 2022, the full Stata replication script used to generate all tables, models, and diagnostics in the paper, and a detailed README describing data construction, model specification, variable definitions, calibration checks, proportional-odds diagnostics, and limitations. All identifiers and DHS-restricted fields have been removed. The shared dataset contains only derived variables used in the models, and the cluster identifiers are fully anonymized. Running the provided do-file reproduces all descriptive statistics, multilevel ordinal logistic models, ICC estimates, margins plots, calibration diagnostics, and generalized ordered logit checks. Authors: Asma Binte Afzal Department of Environmental and Occupational Health Indiana University Bloomington Indiana, USA https://orcid.org/0000-0003-4318-376X Muhammad Hassan Bin Afzal Department of Statistics and Data Science Jahangirnagar University Dhaka, Bangladesh https://orcid.org/0000-0001-8192-0885