Looking beyond students' exploration and learning strategies: The role of test-taking effort in complex problem-solving

IF 3.3 2区心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY

Intelligence Pub Date : 2025-03-01 DOI:10.1016/j.intell.2025.101907

Róbert Csányi , Gyöngyvér Molnár

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引用次数: 0

Abstract

The aim of this study was to investigate the role of test-taking effort in knowledge acquisition via problem exploration behaviour used in complex problem-solving (CPS) environments. The sample consisted of undergraduate students just starting their university studies (n = 1748). MicroDYN-based tasks with different levels of complexity were administered via the eDia online platform. Students' exploration behaviour was coded based on the VOTAT (vary-one-thing-at-a-time) strategy, and latent class analysis was used to identify students' behavioural and learning profiles. We identified four profiles: rapid learners, non-performers, proficient explorers and ineffective learners. Students' test-taking effort was measured based on the time they spent on the tasks. Results suggest a strong relation between VOTAT strategy use and test-taking effort. Rapid learners and proficient explorers displayed the greatest test-taking effort, followed by ineffective learners and non-performers. The results provide a new interpretation of previous analyses of the knowledge acquisition phase in CPS.

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来源期刊

Intelligence PSYCHOLOGY, MULTIDISCIPLINARY-

CiteScore

5.80

自引率

13.30%

发文量

审稿时长

69 days

期刊介绍： This unique journal in psychology is devoted to publishing original research and theoretical studies and review papers that substantially contribute to the understanding of intelligence. It provides a new source of significant papers in psychometrics, tests and measurement, and all other empirical and theoretical studies in intelligence and mental retardation.