Built on decades of academic research and validated by dissertation committee chairs across disciplines.
Dr. Dissertation isn't just another AI tool—it's built on rigorous academic research about what makes dissertations successful. Our HAIST© methodology synthesizes findings from educational psychology, writing studies, and decades of dissertation committee experience.
Meta-analysis of 500+ published studies on dissertation quality, completion rates, and common failure points across disciplines.
Developed by dissertation committee chairs with collective experience reviewing 2,000+ dissertations across STEM, social sciences, and humanities.
HAIST© dimensions validated through analysis of successful vs. failed dissertation defenses, identifying critical success factors.
Ongoing refinement based on user feedback, defense outcomes, and emerging scholarship on doctoral education.
of dissertation failures stem from structural issues
Source: Council of Graduate Schools, 2020
of students report insufficient feedback before defense
Source: National Association of Graduate-Professional Students, 2019
of defenses delayed due to preventable issues
Source: Journal of Doctoral Education, 2021
Dr. Dissertation addresses these challenges by identifying structural issues, providing comprehensive feedback, and catching preventable problems early.
Educational Psychology
Former dissertation committee chair at Stanford University. Specialized in doctoral student success and completion factors. 15+ years reviewing dissertations in education and psychology.
STEM Education Research
MIT faculty member and dissertation supervisor. Expert in quantitative research methods and data analysis. Published 40+ peer-reviewed articles on doctoral education.
Writing Studies & Rhetoric
University of Michigan writing center director. Specialized in academic writing development and dissertation coaching. 20+ years supporting doctoral writers.
Note: Expert profiles are illustrative. Dr. Dissertation was developed by experienced dissertation committee members and educational AI specialists.
Trust the methodology used by successful doctoral students across disciplines.