Academic & PhD Research Support
Consultative methodology guidance, questionnaire psychometrics, and advanced doctoral statistical analysis designed to empower scholars while maintaining uncompromising academic integrity.
Our Uncompromising Academic Integrity Charter
Aratha Research & Analytics operates strictly as a methodological and statistical consulting partner. We are committed to fostering genuine scholarly development. We support the researcher’s own intellect, data, and writing.
• We do NOT fabricate or simulate empirical survey data.
• We do NOT manipulate significance levels (p-hacking).
• We do NOT guarantee publication in specific journals.
• Data screening, outlier detection, and hygiene of your authentic dataset.
• Execution of complex statistical packages (SPSS, AMOS, SmartPLS, R).
• Education on how to interpret APA tables so you can defend your work with confidence.
Doctoral Scoping & Consultation Areas
Every consultation is led by doctorally qualified analysts with deep experience publishing in Scopus, Web of Science, and ABDC-indexed journals.
Research Topic Refinement & Scoping
Transforming broad intellectual curiosities into precise, viable, and academically rigorous research questions and sub-problems.
Conceptual & Theoretical Framework Design
Structuring conceptual models linking independent, dependent, mediating, and moderating variables grounded in established peer-reviewed literature.
Methodology Consultation & Design
Guidance on choosing quantitative, qualitative, or mixed-methods paradigms, epistemological grounding, sampling frames, and power analysis.
Questionnaire Design & Psychometric Validation
Developing multi-item Likert scales, pilot testing, assessing face and content validity, and running reliability checks (Cronbach’s alpha).
Doctoral Data Analysis (SEM / Regression)
Executing advanced statistical tests: PLS-SEM (SmartPLS), CB-SEM (AMOS), exploratory and confirmatory factor analysis (EFA/CFA), and regression models.
Publication-Ready APA 7th Edition Tables
Generating properly formatted statistical tables, path coefficient diagrams, effect size matrices, and academic methodology appendices.
Doctoral Support Deliverables Package
We empower you to arrive at your doctoral thesis defense with total confidence in your methodology and mathematical appendices.
- Methodological Framework Document: Clearly defined hypotheses, operational definitions, and rationale for statistical tests.
- Psychometrically Validated Instrument: Survey scale with verified construct validity, factor loadings, and reliability benchmarks.
- APA 7th Edition Statistical Tables: Formatted summary tables for regression, mediation bootstrapping, or SEM path coefficients.
- Oral Defense Coaching Session: 60-minute mock defense where our senior academic analyst quizzes you on potential examiner questions.
Structural Equation Modeling for Behavioral Economics PhD
Advised a PhD scholar at the University of Cambridge on structural equation modeling across a 1,600-respondent FinTech survey. Verified discriminant validity via HTMT ratios and bootstrapped 5,000 resamples to test complex moderation interactions.