THE 7-STEP QUANTITATIVE RESEARCH MENTORING PROCESS AT DR. MY ACADEMY

“Being able to run statistical analyses does not necessarily mean you have conducted a high-quality research study.”

Many PhD candidates only seek support after they have completed data collection. However, if the research model lacks logical consistency, the questionnaire has not been properly designed, or the collected data are inadequate, no amount of statistical analysis can produce a high-quality dissertation.

At Dr. My Academy, quantitative mentoring goes far beyond teaching students how to use SPSS, AMOS, or SmartPLS. We mentor our students through a comprehensive 7-step process to ensure that every analytical result carries academic value and directly supports the research objectives.

The 7-Step Quantitative Research Mentoring Process

Step 1. Review the Research Proposal and Research Model

Evaluate the Research Questions, hypotheses, theoretical foundation, and the logical consistency of the research model.

Step 2. Design and Review the Questionnaire

Ensure that all measurement scales meet international standards before data collection begins.

Step 3. Data Screening

Clean the dataset, handle missing values and outliers, and assess the statistical assumptions required for the selected analytical methods.

Step 4. Measurement Model Assessment

Conduct Cronbach’s Alpha, Composite Reliability, Exploratory Factor Analysis (EFA), Confirmatory Factor Analysis (CFA), and evaluate the reliability and validity of the measurement scales.

Step 5. Research Model Analysis

Perform Structural Equation Modeling (SEM) using AMOS or PLS-SEM using SmartPLS, including Mediation Analysis, Moderation Analysis, and Multi-Group Analysis (MGA), depending on the research objectives.

Step 6. Academic Interpretation of the Results

Go beyond simply reading statistical outputs by explaining the academic significance of each result and linking the findings to the Research Questions, Hypotheses, and underlying theoretical framework.

Step 7. Writing the Findings and Discussion Chapters & Preparing for the Thesis Defense

Guide students in presenting research findings according to international academic standards and preparing them to confidently respond to critical questions from the examination committee.

What Makes Dr. My Academy Different?

At Dr. My Academy, students receive more than statistical analysis results.

They gain a thorough understanding of their data, learn how to defend their academic arguments, and develop the confidence to complete a dissertation that meets international academic standards.

This is the same mentoring approach that Dr. My has successfully applied while supporting numerous DBA and PhD candidates both in Vietnam and internationally.

TAKE ACTION TODAY

👉 Send us a message today and let Dr. My Academy create a personalized research roadmap tailored to your academic journey.

📞 Hotline: +84 902 542 760

🌐 Websites: www.drmyacademy.com & www.nguyensinhmy.com

📧 Email: nguyensinhmy@gmail.com

📍 Address: EZAP Building, 199 Nguyen Van Thu Street, Da Kao Ward, District 1, Ho Chi Minh City, Vietnam.