ERIC Number: EJ1251561
Record Type: Journal
Publication Date: 2020
Pages: 14
Abstractor: As Provided
ISBN: N/A
ISSN: EISSN-1929-7750
EISSN: N/A
Measuring Mastery Behaviours at Scale: The Persistence, Effort, Resilience, and Challenge-Seeking (PERC) Task
Porter, Tenelle; Molina, Diego Catalán; Blackwell, Lisa; Roberts, Sylvia; Quirk, Abigail; Duckworth, Angela L.; Trzesniewski, Kali
Journal of Learning Analytics, v7 n1 p5-18 2020
Mastery behaviours -- seeking out challenging tasks and continuing to work on them despite difficulties -- are integral to achievement but difficult to measure with precision. The current study reports on the development and validation of the computer-based persistence, effort, resilience, and challenge-seeking (PERC) task in two demographically diverse samples of adolescents (total N = 3,188). We present evidence for convergent validity with self-reported mastery behaviours and learning mindsets, discriminant validity from theoretically unrelated constructs, and incremental predictive validity for grade point average (GPA). Results suggest that the PERC task may be a useful tool for assessing mastery behaviours at scale.
Descriptors: Mastery Learning, Resilience (Psychology), Difficulty Level, Computer Assisted Instruction, Validity, Student Behavior, Academic Persistence, Task Analysis, Grade Point Average, Predictive Validity, Measurement Techniques, Student Attitudes, Case Studies, Learning Motivation, Middle School Students, Computer Assisted Testing, Problem Solving, Life Satisfaction, Friendship, Puzzles, Correlation, Student Characteristics
Society for Learning Analytics Research. 121 Pointe Marsan, Beaumont, AB T4X 0A2, Canada. Tel: +61-429-920-838; e-mail: info@solaresearch.org; Web site: http://learning-analytics.info/journals/index.php/JLA/
Publication Type: Journal Articles; Reports - Research
Education Level: Junior High Schools; Middle Schools; Secondary Education
Audience: N/A
Language: English
Sponsor: Institute of Education Sciences (ED)
Authoring Institution: N/A
IES Funded: Yes
Grant or Contract Numbers: R305A150142