Minahil Saif

Organized and coded research variables in IBM SPSS , defining variable names, labels, measurement levels, and coding values to prepare the dataset for statistical analysis.

Developed a conceptual framework illustrating the proposed relationships between the study variables, based on the research objectives and theoretical foundations.

Conducted hierarchical multiple regression analysis to examine the predictive contribution of research variables across multiple models. Presented and interpreted the findings in an APA 7th edition formatted table, including model fit, R², ΔR², regression coefficients, and significance levels.