Muhammad A.

Need reliable quantitative data analysis, a professionally designed survey, or an AI enabled research workflow? I help researchers, universities, healthcare organizations, and businesses turn complex research questions and raw data into clear, defensible, decision ready results. I provide end to end support across research design, survey design, quantitative data analysis, statistical analysis, interpretation, reporting, and research automation. Top Rated Plus | 100% Job Success | $60K+ earned on Upwork | MS Cognitive Neuroscience | Registered Research Reviewer with JMIR Publications Quantitative Data Analysis I analyze survey, experimental, behavioral, healthcare, academic, and business data using methods aligned with the research question and study design. Expertise includes: • Descriptive and inferential statistics • Hypothesis testing • Correlation analysis • Linear and logistic regression • ANOVA and repeated measures analysis • Mediation and moderation • Factor analysis • Reliability and validity testing • Psychometric analysis • Scale development and validation • PLS SEM and SmartPLS • RCT and intervention study analysis • Longitudinal data analysis Tools include SPSS, SmartPLS, AMOS, R, Python, Excel, and Google Sheets. Survey Design and Programming I design, review, program, test, and optimize surveys for academic research, healthcare studies, market research, program evaluation, and organizational research. Services include: • Questionnaire design • Survey methodology • Qualtrics programming • SurveyMonkey setup • Jotform and Typeform development • Skip logic and branching • Display logic • Randomization and piping • Validation rules • Scoring systems • Data quality checks • Survey testing and troubleshooting • Survey data preparation for analysis Research Design and Statistical Consulting I support projects before, during, and after data collection. This can include: • Research questions and hypotheses • Study design • Variable selection • Measurement strategy • Questionnaire development • Statistical analysis plans • Sample size considerations • Research methodology • Data interpretation • Publication ready reporting My focus is not simply running statistical tests. I make sure the research question, methodology, data structure, statistical method, and interpretation align correctly. AI Workflows and Research Automation I also build AI enabled research workflows that reduce repetitive work while maintaining human oversight and methodological quality. Examples include: • Automated survey scoring • Automated data processing • Structured data extraction • AI assisted reporting workflows • Python based research automation • Survey to analysis workflows • Research data pipelines • Human validated AI outputs Research Areas My experience includes Quantitative Research, Survey Research, Psychology Research, Behavioral Research, Healthcare Research, Clinical Research, Academic Research, Market Research, Program Evaluation, Experimental Research, Randomized Controlled Trials, Psychometrics, Dissertation Research, and Longitudinal Studies. What You Can Expect Depending on the project, I can deliver: • Clean, analysis ready datasets • Statistical analysis and interpretation • SPSS output and publication ready tables • APA style statistical results • Survey instruments • Qualtrics or SurveyMonkey implementation • Statistical analysis plans • Research reports • Data visualizations • Automated research workflows • Clear evidence based recommendations Why Clients Work With Me I combine statistics, research methodology, psychology, cognitive neuroscience, survey systems, and data automation in one workflow. My approach emphasizes: • Methodologically sound decisions • Accurate and defensible analysis • Clear explanation of complex results • Reliable communication • Structured project management • Publication ready reporting • Long term research support One research collaboration began as a small assignment and expanded into nearly $20,000 of ongoing work, reflecting the value of reliable delivery, analytical depth, and consistent research support. Let Us Discuss Your Project Send me your research question, dataset, questionnaire, study protocol, or current research challenge. I can review the requirements, recommend the strongest methodological approach, and help you move from research question to survey design, analysis, interpretation, and actionable results. Core Expertise: Quantitative Data Analysis | Statistical Analysis | Survey Design | Survey Research | Research Design | SPSS | Qualtrics | SurveyMonkey | Psychometrics | Regression Analysis | ANOVA | Factor Analysis | SmartPLS | PLS SEM | Research Methodology | AI Workflows | Research Automation