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URN: urn:nbn:de:0111-pedocs-232225
DOI: 10.25656/01:23222; 10.1111/jcal.12451
URN: urn:nbn:de:0111-pedocs-232225
DOI: 10.25656/01:23222; 10.1111/jcal.12451
| Title |
Exploring behavioural patterns during complex problem-solving |
|---|---|
| Authors |
Eichmann, Beate   ;
Greiff, Samuel ;
Naumann, Johannes ;
Brandhuber, Liene;
Goldhammer, Frank |
| Source | Journal of computer assisted learning 36 (2020) 6, S. 933-956  |
| Document | full text (3.416 KB) |
| License of the document |
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| Keywords (German) | Problemlösen; Exploration; Datenanalyse; PISA <Programme for International Student Assessment>; Verhaltensmuster; Sequenz; Analyse |
| sub-discipline | Empirical Educational Research |
| Document type | Article (journal) |
| ISSN | 0266-4909; 02664909 |
| Language | English |
| Year of creation | 2020 |
| review status | Peer-Reviewed |
| Abstract (English): | In this explorative study, we investigate how sequences of behaviour are related to success or failure in complex problem-solving (CPS). To this end, we analysed log data from two different tasks of the problem-solving assessment of the Programme for International Student Assessment 2012 study (n = 30,098 students). We first coded every interaction of students as (initial or repeated) exploration, (initial or repeated) goal-directed behaviour, or resetting the task. We then split the data according to task successes and failures. We used full-path sequence analysis to identify groups of students with similar behavioural patterns in the respective tasks. Double-checking and minimalistic behaviour was associated with success in CPS, while guessing and exploring task-irrelevant content was associated with failure. Our findings held for both tasks investigated, from two different CPS measurement frameworks. We thus gained detailed insight into the behavioural processes that are related to success and failure in CPS. (DIPF/Orig.) |
| Statistics |  Number of document requests
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| Checksums | checksum comparison as proof of integrity |
| Date of publication | 04.01.2022 |
| Citation | Eichmann, Beate; Greiff, Samuel; Naumann, Johannes; Brandhuber, Liene; Goldhammer, Frank: Exploring behavioural patterns during complex problem-solving - In: Journal of computer assisted learning 36 (2020) 6, S. 933-956 - URN: urn:nbn:de:0111-pedocs-232225 - DOI: 10.25656/01:23222; 10.1111/jcal.12451 |
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