My research focuses on developing and evaluating statistical methods to address methodological challenges that arise when applying meta-analytic techniques to real-world datasets, including dependent effect sizes, selective reporting and publication bias, and design-comparable effect sizes. I am also interested in statistical methods for single-case experimental designs.
Methodological work
-
2026
Evaluating methods for testing publication bias in meta-analyses with confounding covariates: A simulation study
Man Chen
Behavior Research Methods, 58, 330.
-
2026
Addressing selective reporting bias in meta-analysis of dependent effect sizes: A tutorial in R
Man Chen, James E. Pustejovsky
Psychological Methods, Advance online publication.
-
2025
Adapting methods for correcting selective reporting bias in meta-analysis of dependent effect sizes
Man Chen, James E. Pustejovsky
Psychological Methods, Advance online publication.
-
2024
Multi-level meta-analysis of single-case experimental designs using robust variance estimation
Man Chen, James E. Pustejovsky
Psychological Methods, 29 (3), 537-560.
-
2024
Equivalences between ad hoc strategies and meta-analytic models for dependent effect sizes
James E. Pustejovsky, Man Chen
Journal of Educational and Behavioral Statistics, 49 (6), 1013-1043.
-
2023
Between-case standardized mean differences: Flexible methods for single-case designs
Man Chen, James E. Pustejovsky, David A. Klingbeil, Ethan R. Norman
Journal of School Psychology, 98 , 16-38.
No matching items
Applied work
-
2026
How accurate are computer-adaptive reading screeners? A systematic review and meta-analysis of validity and classification accuracy
L. Shen, Y. Huang, Z. Ma, Man Chen, C. Ma, N. H. Clemens
School Psychology Review, 1–21.
-
2025
Associations between coping and suicide risk among emerging adults of Asian descent
A. N. Shaikh, Man Chen, J. Dhar, J. Yang, K. Sadek, M. Kim Chang, L.-C. Hsu, R. Shilam, A. S. Varghese, C. Chang
The Professional Counselor, 15(4), 246–262.
-
2024
Relationships between experiences of autonomy and well(ill)-being for K-12 Youth: A meta-analysis
A. Vite, E. A. Patall, Man Chen
Educational Psychology Review, 36, 127.
-
2023
Systematic review of variables related to instruction in augmentative and alternative communication implementation: Group and single-case design
Joe Reichle, James E. Pustejovsky, Kimberly J. Vannest, Margaret Foster, Lauren M. Pierson, Sanikan Wattanawongwan, Man Chen, Marcus Fuller, April N. Haas, Bethany H. Bhat, Mary R. Sallese, S. D. Smith, Valeria Yllades, Daira Rodriguez, Amara Yoro, Jay B. Ganz
American Journal of Speech-Language Pathology, 32 (4), 1734-1757.
-
2023
A meta-analysis of teachers’ provision of structure in the classroom and students’ academic competence beliefs, engagement, and achievement
E. A. Patall, N. Yates, J. Lee, Man Chen, B. H. Bhat, K. Lee, S. N. Beretvas, S. Lin, M. Yang, N. G. Jacobson, E. Harris, D. J. Hanson
Educational Psychologist, 59(1), 42–70.
-
2022
Augmentative and Alternative Communication intervention targets for school-aged participants with ASD and ID: A single-case systematic review and meta-analysis
Jay B. Ganz, James E. Pustejovsky, Joe Reichle, Kimberly J. Vannest, Margaret Foster, Marcus Fuller, Lauren M. Pierson, Sanikan Wattanawongwan, Amando Bernal, Man Chen, April N. Haas, Rachel Skov, S. D. Smith, Valeria Yllades
Review Journal of Autism and Developmental Disorders, 11 , 52-65.
-
2022
Considering instructional contexts in AAC interventions for people with ASD and/or IDD experiencing complex communication needs: A single-case design meta-analysis
Jay B. Ganz, James E. Pustejovsky, Joe Reichle, Kimberly J. Vannest, Margaret Foster, April N. Haas, Lauren M. Pierson, Sanikan Wattanawongwan, Amando Bernal, Man Chen, Rachel Skov, S. D. Smith
Review Journal of Autism and Developmental Disorders, 10 , 615-629.
-
2022
Participant characteristics predicting communication outcomes in AAC implementation for individuals with ASD and IDD: Meta-analysis
Jay B. Ganz, James E. Pustejovsky, Joe Reichle, Kimberly J. Vannest, Margaret Foster, Lauren M. Pierson, Sanikan Wattanawongwan, Amando Bernal, Man Chen, April N. Haas, Mary Rose Sallese, Rachel Skov, S. D. Smith
Augmentative and Alternative Communication, 39 (1), 7-22.
-
2021
The effectiveness of hope-fostering interventions in palliative care: A systematic review and meta-analysis
N. Salamanca-Balen, T. V. Merluzzi, Man Chen
Palliative Medicine, 35(4), 710–728.
No matching items