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Unravelling the numerical and spatial underpinnings of computational thinking: a pre-registered replication study

Publisher OSF
Resource Type URL
Data Type student performance data on a varety of tests
Creator Finke, Sabrina; Kemeny, Ferenc; Sommer, Markus; Krnjic, Vesna; Arendasy, Martin; Slany, Wolfgang; Landerl, Karin
Availability Open
Rights openly available under OSFCreative Commons Attribution-NonCommercial-NoDerivatives License (http://creativecommons.org/licenses/by-nc-nd/4.0/)
Programming Language N/A (this study is on computational thinking in schools)
Collection Start Date 2021
Collection End Date 2022
Publication Year 2022
Number of Semesters 1
Data Protection anonymized
Measurement Type performance test
Population grade 7 and 8 students
Sample Size 132
Country Austria
Educational Institution Institute of Psychology, University of Graz, Austria
Learning Environment A omputation thinking exam (multiple-choice test) mainly consists of logical and visuo-spatial problems
Aggregation yes
Related Publication @article{doi:10.1080/08993408.2022.2079864, author = {Sabrina Finke, Ferenc Kemény, Markus Sommer, Vesna Krnjic, Martin Arendasy, Wolfgang Slany and Karin Landerl}, title = {Unravelling the numerical and spatial underpinnings of computational thinking: a pre-registered replication study}, journal = {Computer Science Education}, volume = {32}, number = {3}, pages = {313-334}, year = {2022}, publisher = {Routledge}, doi = {10.1080/08993408.2022.2079864}, URL = { https://doi.org/10.1080/08993408.2022.2079864 }, }
Research Question what factors/skills contribute to cognitive mechanism underlying Computational Thinking (CT) in students with no prior programming backgrounds?
Fairness Score Total score: 33% (initial) Findability: 3 of 7 Accessibility: 1 of 3 Interoperability: 1 of 4 Reusability: 3 of 10
ResourceOpen Dataset