Surina He

Biographic Data

Preschoolers’ initial planning time on problem-solving performance across task difficulties: Insights from intelligent tutoring mobile application log data
Surina He, Okan Bulut et al.ARTICLEInteractive Learning Environments2026
Planning is a critical cognitive ability that emerges during the preschool years and plays a key role in problem-solving. This study investigated the impact of preschool children’s initial planning time on their problem-solving performance across tasks of varying difficulty, using mobile log data from 1,318 children aged 5–6. Three main findings emerged from analyses using linear mixed models (LMM), generalized linear mixed models (GLMM), moderat…
A systematic review of the use of log-based process data in computer-based assessments
Open AccessSurina He, Ying Cui et al.ARTICLEComputers & Education2025
Examining change in students’ self-regulated learning patterns after a formative assessment using process mining techniques
Open AccessSurina He, Carrie Demmans Epp et al.ARTICLEComputers in Human Behavior2024
Predicting teachers’ research reading: A machine learning approach
Open AccessMehrdad Yousefpoori-Naeim, Surina He et al.ARTICLEInternational Review of Education2024
Gender Differences in the Intergenerational Transmission Process of Educational Aspirations in Late Childhood
Open AccessXiaolin Guo, Surina He et al.ARTICLESex Roles2020Cited by: 6References: 10