{"data":{"id":"10.4121/989418c4-2ad0-4793-a265-82d43df36bdd","type":"dois","attributes":{"doi":"10.4121/989418c4-2ad0-4793-a265-82d43df36bdd","prefix":"10.4121","suffix":"989418c4-2ad0-4793-a265-82d43df36bdd","identifiers":[],"alternateIdentifiers":[],"creators":[{"name":"Caiseal Beardow","nameType":"Personal","givenName":"Caiseal","familyName":"Beardow","nameIdentifiers":[{"nameIdentifier":"0009-0006-7524-5530","nameIdentifierScheme":"https://orcid.org/"}],"affiliation":[]},{"name":"Pieter Jan Stappers","givenName":"Pieter Jan","familyName":"Stappers","affiliation":[],"nameIdentifiers":[]}],"titles":[{"title":"Frequency of codes pertaining to Computational Thinking applied to interview transcripts"}],"publisher":"4TU.ResearchData","container":{},"publicationYear":2026,"subjects":[{"subject":"Curriculum and Pedagogy","subjectScheme":"Australian and New Zealand Standard Research Classification (ANZSRC), 2008","classificationCode":"1302"},{"subject":"Learner and Learning","subjectScheme":"Australian and New Zealand Standard Research Classification (ANZSRC), 2008","classificationCode":"9301"},{"subject":"Education and Training Systems","subjectScheme":"Australian and New Zealand Standard Research Classification (ANZSRC), 2008","classificationCode":"9305"},{"subject":"Computer Software","subjectScheme":"Australian and New Zealand Standard Research Classification (ANZSRC), 2008","classificationCode":"0803"},{"subject":"Other Technology","subjectScheme":"Australian and New Zealand Standard Research Classification (ANZSRC), 2008","classificationCode":"1099"},{"subject":"Education and Training","subjectScheme":"Australian and New Zealand Standard Research Classification (ANZSRC), 2008","classificationCode":"93"},{"subject":"Technology","subjectScheme":"Australian and New Zealand Standard Research Classification (ANZSRC), 2008","classificationCode":"10"},{"subject":"Information and Computing Sciences","subjectScheme":"Australian and New Zealand Standard Research Classification (ANZSRC), 2008","classificationCode":"08"},{"subject":"Education","subjectScheme":"Australian and New Zealand Standard Research Classification (ANZSRC), 2008","classificationCode":"13"},{"subject":"Qualitative Research"},{"subject":"Computational Thinking"},{"subject":"data coding"},{"subject":"User interface design"},{"subject":"transcript coding"},{"subject":"Time: 2025"}],"contributors":[{"name":"TU Delft, Faculty of Industrial Design Engineering, Department of Human-Centred Design","nameType":"Organizational","contributorType":"Other","affiliation":[],"nameIdentifiers":[]}],"dates":[{"date":"2026-07-30","dateType":"Issued"}],"language":"en","types":{"ris":"DATA","bibtex":"misc","citeproc":"dataset","schemaOrg":"Dataset","resourceType":"Dataset","resourceTypeGeneral":"Dataset"},"relatedIdentifiers":[{"relationType":"IsVersionOf","relatedIdentifier":"10.4121/989418c4-2ad0-4793-a265-82d43df36bdd.v1","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":[],"formats":["csv"],"version":"1","rightsList":[{"rights":"Creative Commons Attribution 4.0 International","rightsUri":"https://creativecommons.org/licenses/by/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rightsIdentifier":"cc-by-4.0","rightsIdentifierScheme":"SPDX"}],"descriptions":[{"description":"This dataset was produced as part of a study evaluating the effectiveness of a prototype digital learning interface in supporting the development of Computational Thinking. It contains frequencies of codes applied to transcripts of semi-structured interviews conducted with 10 participants. During these interviews, the participants interacted with the prototype digital learning interface and were instructed to complete a specific task with it. The codes, of which there are 16 in total, comprise various cognitive processes associated with Computational Thinking. The codes are organised into 5 code groups, each of which corresponds to a specific dimension of Computational Thinking. The dataset includes total counts for each code per participant, and for all coded phrases per participant.","descriptionType":"Abstract"}],"geoLocations":[{"geoLocationPlace":"The Netherlands"}],"fundingReferences":[{"awardTitle":"Quantum Inspire: The Dutch Quantum Computer in the Cloud","funderName":"NWO","awardNumber":"NWA.1292.19.194"}],"xml":"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