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Individual differences in the preference for worked examples: lessons from an application of dispositional learning analytics

Tempelaar, D.; Rienties, Bart and Nguyen, Quan (2020). Individual differences in the preference for worked examples: lessons from an application of dispositional learning analytics. Applied Cognitive Psychology (In Press).

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Abstract

Worked-examples have been established as an effective instructional format in problem-solving practices. However, less is known about variations in the use of worked examples across individuals at different stages in their learning process in student-centred learning contexts. This study investigates different profiles of students’ learning behaviours based on clustering learning dispositions, prior knowledge, and the choice of feedback strategies in a naturalistic setting. The study was conducted on 1,072 students over an eight-week long introductory mathematics course in a blended instructional format. While practising exercises in a digital learning environment, students can opt for tutored problem-solving, untutored problem-solving, or call worked examples. The results indicated six distinct profiles of learners regarding their feedback preferences in different learning phases. Finally, we investigated antecedents and consequences of these profiles and investigated the adequacy of used feedback strategies concerning ‘help-abuse’. This research indicates that the use of instructional scaffolds as worked-examples or hints and the efficiency of that use differs from student to student, making the attempt to find patterns at an overall level a hazardous endeavour.

Item Type: Journal Item
ISSN: 1099-0720
Academic Unit/School: Institute of Educational Technology (IET)
Research Group: Centre for Research in Education and Educational Technology (CREET)
OpenTEL
Item ID: 69615
Depositing User: Bart Rienties
Date Deposited: 04 Mar 2020 11:09
Last Modified: 26 Mar 2020 11:49
URI: http://oro.open.ac.uk/id/eprint/69615
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