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R-Ushindi/README.md

πŸ“Š Statistical Analysis & Research Portfolio

Portfolio banner

I specialize in applied statistical analysis, research methodology support, and data interpretation for healthcare, behavioral science, mental health, public health, and institutional research projects.

My work focuses on designing rigorous analytical frameworks, applying appropriate statistical methods, and translating complex findings into actionable insights for research, policy, programme development, and evidence-based decision-making.


πŸ”¬ Areas of Expertise

  • Quasi-experimental and longitudinal analysis
  • Cross-sectional and correlational research
  • Mixed-methods research support
  • Behavioral and psychosocial data analysis
  • Mental health and intervention evaluation
  • General Linear Models (GLM), ANOVA, ANCOVA
  • Ordinal logistic regression and association analysis
  • Chi-square and nonparametric analysis
  • Psychometric and scale-based analysis
  • Research methodology consultation
  • Statistical reporting and interpretation
  • Data visualization and analytical storytelling

πŸ“ Featured Projects

πŸ”Ή EMDR Therapy & PTSD Intervention Analysis

Statistical evaluation of a quasi-experimental longitudinal study assessing EMDR therapy effectiveness among ICU healthcare professionals.

πŸ‘‰ View Repository


πŸ”Ή Acceptance & Commitment Therapy (ACT) Intervention Analysis

Statistical analysis of a quasi-experimental longitudinal mental health intervention study evaluating the effectiveness of Acceptance and Commitment Therapy (ACT) on psychological outcomes among healthcare professionals using repeated measures and baseline-adjusted analytical approaches.

(Portfolio repository in preparation.)


πŸ”Ή Sexual Health Knowledge & Risk Behaviour Study

Methodological and statistical support for a mixed-methods public health study examining sexual health knowledge, behavioral risk patterns, and socio-demographic predictors among young adults in Kenya.

(Portfolio repository in preparation.)


πŸ”Ή Emotional Self-Regulation & Meaning in Life Among Male Inmates Study

Quantitative correlational analysis examining relationships between emotional regulation profiles and meaning in life among incarcerated men in a Kenyan correctional setting using validated psychometric instruments and chi-square analysis.

(Portfolio repository in preparation.)


πŸ›  Analytical Tools & Workflow

Core Analytical Tools

  • SPSS
  • R
  • Excel
  • Google Forms
  • Microsoft Word
  • PowerPoint

These tools are used across different stages of projects including data collection, cleaning, validation, statistical analysis, visualization, interpretation, reporting, and presentation development depending on project requirements and analytical needs.


Typical Analytical Workflow

  1. Research design and analytical planning
  2. Data collection and organization
  3. Data cleaning and quality validation
  4. Statistical analysis and assumption testing
  5. Visualization and interpretation of findings
  6. Technical reporting and presentation development
  7. Translation of findings into actionable insights

πŸ“Œ Approach

Each project in this portfolio demonstrates:

  • Clear research framing
  • Structured analytical planning
  • Appropriate statistical method selection
  • Transparent analytical workflow
  • Integration of statistical and practical interpretation
  • Ethical handling of sensitive data
  • Decision-relevant reporting and communication

🌍 Research Contexts

Projects represented in this portfolio include work conducted within:

  • Healthcare systems
  • Academic institutions
  • Public health settings
  • Mental health research
  • Correctional and rehabilitation contexts
  • Vulnerable and high-risk populations

πŸ“« Contact

Open to:

  • Statistical consultancy
  • Research collaborations
  • Academic research support
  • Healthcare and public health analytics
  • Behavioral and psychosocial research projects
  • Mixed-methods research support
  • Data analysis and reporting engagements

πŸ“₯ Submit a service request

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Popular repositories Loading

  1. EMDR-Intervention-Cameroon EMDR-Intervention-Cameroon Public

    Statistical analysis of a quasi-experimental study evaluating EMDR therapy for PTSD among ICU healthcare professionals. Applied longitudinal methods (ANOVA, ANCOVA, GLM) to assess intervention effe…

  2. R-Ushindi R-Ushindi Public

    Research and statistical analysis portfolio demonstrating analytical workflows, intervention evaluation, data visualization, and evidence-based reporting across healthcare and social science projects.