Quantitative researcher · Educator · Data scientist

Research at the intersection of education, health & data science.

I'm a doctoral student in Measurement, Quantitative Methods & Learning Sciences at the University of Houston. With a background in computer science and machine learning, I bring computational and psychometric methods to questions of student motivation, engagement, and digital health.

Portrait of Tamal Joyti Roy
8Peer-reviewed journal articles
19Conference presentations
3Book chapters
2026View latest CV ↗

Current work

I combine applied measurement, health research, and teaching. My recent work includes pilot-measure validation, psychometric evaluation, and research on digital health engagement.

JUNE–AUGUST 2026

Research Assistant · Tilman J. Fertitta Family College of Medicine

Preparing quantitative datasets and supporting reliability, dimensionality, and preliminary psychometric analyses for medical respite care and medical student experience measures.

JUNE–JULY 2026

Summer Teaching Assistant · College of Education

Supporting Child and Adolescent Health and Health Aspects of Human Sexuality, with assessment, student feedback, and Canvas course administration.

JANUARY–MAY 2026

Teaching Assistant · College of Education

Evaluated coursework and group projects, offered individualized feedback, and supported instruction in health behavior theory and intervention design.

JUNE 2024–PRESENT

Research Assistant · BOUNCE Project

Directing data collection and analysis for health intervention programs, mentoring interns, and contributing statistical analysis to manuscripts under an NSF AISL grant.

Earlier professional experience

Graduate Assistant, UH Bauer College of Business & Fertitta College of Medicine (2025); Instructional Assistant and Teaching Assistant, University of Houston (2024); Research Assistant, College of Education (2023–2024); Data Scientist, United We Care, India (2021–2023).

Selected publications

Recent peer-reviewed work spanning medical education, adolescent health, health information hygiene, and AI-enabled healthcare.

2026

Grit in undergraduate medical education: A scoping review. Medical Science Educator. DOI ↗

2026

Associations among anxiety, sleep quality, and binge eating in Hispanic and African American/Black early adolescents. Children, 13(6), 761. DOI ↗

2026

Preventing health information disorders in college students. Journal of American College Health. DOI ↗

2025

Applications of AI-based conversational agents in healthcare: A systematic umbrella review. International Journal of Medical Informatics. DOI ↗

2025

Visual voices: Youth perspectives on neighborhood and school health. Children, 12(9), 1165. DOI ↗

Research portfolio

Projects unite educational psychology, public health, and computational methods—with a consistent focus on translating evidence into useful decisions.

Psychometrics

Measurement development & validation

Reliability testing, dimensionality assessment, pilot-measure validation, SEM, multilevel modeling, serial mediation, and BCa bootstrapping.

Digital health

Health technology engagement

HINTS 7 studies of online health information seeking, wearables, eHealth engagement, psychological distress, and digital health equity.

Learning sciences

Belonging, motivation & engagement

IRB-approved and conference research on grit, self-efficacy, academic belonging, growth mindset, and science engagement.

Machine learning

Applied predictive modeling

Classification, NLP, sentiment analysis, OCR, time-series forecasting, and interpretable analytics using Python and R.

Awards & funding

Scholarships, fellowships, and competitive funding supporting my doctoral training, research, and scholarly dissemination at the University of Houston.

2026–2027 · $5,000

Basheer A. Hashmi Scholarship

Competitive scholarship supporting continued doctoral study and research.

2025–2026 · $2,000

Joshua Weinstein Memorial Endowed Scholarship

University of Houston endowed scholarship recognizing academic achievement.

2025–2026 · $500

PHLS Travel Fellowship

University of Houston fellowship supporting conference travel and research dissemination.

2025 · TOP 10 OF 619

Graduate Student Poster Award Finalist

APA Division 15, American Psychological Association Annual Convention.

2023–2025 · $18,091

Graduate Tuition Fellowships

University of Houston awards: $8,162 for 2024–2025 and $9,929 for 2023–2024.

2023–2026 · $23,040

TA & RA Waivers

University of Houston tuition support: $9,180 in 2025–2026, $9,180 in 2024–2025, and $4,680 in 2023–2024.

2023–2024 · $6,240

Competitive SCHWCR Award

Competitive University of Houston funding award (54.213PH).

Methods & tools

A hybrid toolkit for rigorous quantitative research—from study design and statistical modeling to reproducible analysis and communication.

Mplus 8.10Structural equation modelingMultilevel modelingPsychometricsSPSSR / lavaanPythonscikit-learnPyTorchTensorFlowTableauPower BILaTeXCanvas LMS

Poster presentations

Research posters presented at the 2025 American Psychological Association Annual Convention. Open each poster to view the complete, high-resolution PDF.

APA 2025 · ADOLESCENT HEALTH

Emotional Eating in Hispanic Adolescents: Role of Anxiety and Sleep Quality

Examines gender-specific relationships among anxiety, sleep quality, and emotional eating in Hispanic adolescents.

APA 2025 · LEARNING SCIENCES

The Role of Self-Efficacy and Regulation Difficulties in Predicting Academic Procrastination

Explores how self-efficacy and difficulties regulating motivation and learning activities relate to academic procrastination.

APA 2025 · ADOLESCENT HEALTH

The Role of Anxiety, Body Discrepancy and Sleep on Body Mass Index among Latino Youth

Investigates gender-specific associations of body size discrepancy, sleep quality, and social anxiety with BMI.

Research impact

Citation metrics from my Google Scholar profile, with direct access to the complete publication record.

Google Scholar profile

Citations at a glance

Publication reach and citation activity over time.

Updated July 18, 2026
92Citations
91Citations since 2021
5h-index
2i10-index
2021
2022
2023
2024
2025
2026
Google Scholar snapshot. Visit the profile for the latest citation totals and publication details.

Education

Academic preparation spanning computer science, engineering, quantitative methods, and the learning sciences.

2016-2020
B.Sc. Engg.
Khulna, Bangladesh

North Western University

Bachelor of Science in Engineering in Computer Science and Engineering

Undergraduate focus in computer science, engineering, and data mining.

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