Minahil Saif
Research & SPSS specialist | Data analysis & insights
New to Contra
Minahil is building their profile!
I’m officially building my freelance work around something I genuinely enjoy: turning research data into clear, meaningful results.
I’m a Psychology graduate with hands-on experience in quantitative research, SPSS, statistical analysis, and APA 7 reporting.
I can help with research projects involving:
• Data cleaning and preparation
• Descriptive statistics
• Correlation analysis
• t-tests and ANOVA
• Regression analysis
• Mediation analysis
• APA 7 tables and results reporting
For me, statistical analysis isn’t just about generating SPSS output. It’s about understanding what the results actually mean and presenting them clearly.
I’m excited to connect with researchers, students, academics, and professionals who need support with their quantitative research projects.
If you’re working with data and don’t know where to start, feel free to reach out.
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Organized and coded research variables in IBM SPSS , defining variable names, labels, measurement levels, and coding values to prepare the dataset for statistical analysis.
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Developed a conceptual framework illustrating the proposed relationships between the study variables, based on the research objectives and theoretical foundations.
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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.
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