{"id":"https://openalex.org/W4307066846","doi":"https://doi.org/10.1007/s10639-022-11343-7","title":"Combining latent profile analysis and programming traces to understand novices\u2019 differences in debugging","display_name":"Combining latent profile analysis and programming traces to understand novices\u2019 differences in debugging","publication_year":2022,"publication_date":"2022-10-22","ids":{"openalex":"https://openalex.org/W4307066846","doi":"https://doi.org/10.1007/s10639-022-11343-7"},"language":"en","primary_location":{"id":"doi:10.1007/s10639-022-11343-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10639-022-11343-7","pdf_url":null,"source":{"id":"https://openalex.org/S166722454","display_name":"Education and Information Technologies","issn_l":"1360-2357","issn":["1360-2357","1573-7608"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Education and Information Technologies","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052748459","display_name":"Yingbin Zhang","orcid":"https://orcid.org/0000-0002-2664-3093"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yingbin Zhang","raw_affiliation_strings":["Department of Curriculum and Instruction, College of Education, University of Illinois at Urbana-Champaign, 383 Education Building, 1310 S Sixth Street, 61820, Champaign, IL, USA","Department of Curriculum and Instruction, College of Education, University of Illinois at Urbana-Champaign, Champaign, USA"],"raw_orcid":"https://orcid.org/0000-0002-2664-3093","affiliations":[{"raw_affiliation_string":"Department of Curriculum and Instruction, College of Education, University of Illinois at Urbana-Champaign, 383 Education Building, 1310 S Sixth Street, 61820, Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"Department of Curriculum and Instruction, College of Education, University of Illinois at Urbana-Champaign, Champaign, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068205184","display_name":"Luc Paquette","orcid":"https://orcid.org/0000-0002-2738-3190"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Luc Paquette","raw_affiliation_strings":["Department of Curriculum and Instruction, College of Education, University of Illinois at Urbana-Champaign, 383 Education Building, 1310 S Sixth Street, 61820, Champaign, IL, USA","Department of Curriculum and Instruction, College of Education, University of Illinois at Urbana-Champaign, Champaign, USA"],"raw_orcid":"https://orcid.org/0000-0002-2738-3190","affiliations":[{"raw_affiliation_string":"Department of Curriculum and Instruction, College of Education, University of Illinois at Urbana-Champaign, 383 Education Building, 1310 S Sixth Street, 61820, Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"Department of Curriculum and Instruction, College of Education, University of Illinois at Urbana-Champaign, Champaign, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027515816","display_name":"Juan D. Pinto","orcid":"https://orcid.org/0000-0002-2972-485X"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Juan D. Pinto","raw_affiliation_strings":["Department of Curriculum and Instruction, College of Education, University of Illinois at Urbana-Champaign, 383 Education Building, 1310 S Sixth Street, 61820, Champaign, IL, USA","Department of Curriculum and Instruction, College of Education, University of Illinois at Urbana-Champaign, Champaign, USA"],"raw_orcid":"https://orcid.org/0000-0002-2972-485X","affiliations":[{"raw_affiliation_string":"Department of Curriculum and Instruction, College of Education, University of Illinois at Urbana-Champaign, 383 Education Building, 1310 S Sixth Street, 61820, Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"Department of Curriculum and Instruction, College of Education, University of Illinois at Urbana-Champaign, Champaign, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071991036","display_name":"Qianhui Liu","orcid":"https://orcid.org/0000-0003-1765-1216"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Qianhui Liu","raw_affiliation_strings":["Department of Curriculum and Instruction, College of Education, University of Illinois at Urbana-Champaign, 383 Education Building, 1310 S Sixth Street, 61820, Champaign, IL, USA","Department of Curriculum and Instruction, College of Education, University of Illinois at Urbana-Champaign, Champaign, USA"],"raw_orcid":"https://orcid.org/0000-0003-1765-1216","affiliations":[{"raw_affiliation_string":"Department of Curriculum and Instruction, College of Education, University of Illinois at Urbana-Champaign, 383 Education Building, 1310 S Sixth Street, 61820, Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"Department of Curriculum and Instruction, College of Education, University of Illinois at Urbana-Champaign, Champaign, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001725714","display_name":"Aysa Xuemo Fan","orcid":"https://orcid.org/0009-0002-6168-0460"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Aysa Xuemo Fan","raw_affiliation_strings":["Department of Curriculum and Instruction, College of Education, University of Illinois at Urbana-Champaign, 383 Education Building, 1310 S Sixth Street, 61820, Champaign, IL, USA","Department of Curriculum and Instruction, College of Education, University of Illinois at Urbana-Champaign, Champaign, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Curriculum and Instruction, College of Education, University of Illinois at Urbana-Champaign, 383 Education Building, 1310 S Sixth Street, 61820, Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"Department of Curriculum and Instruction, College of Education, University of Illinois at Urbana-Champaign, Champaign, USA","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5001725714","https://openalex.org/A5027515816","https://openalex.org/A5052748459","https://openalex.org/A5068205184","https://openalex.org/A5071991036"],"corresponding_institution_ids":["https://openalex.org/I157725225"],"apc_list":{"value":2590,"currency":"EUR","value_usd":3190},"apc_paid":null,"fwci":1.8378,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.88665171,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"28","issue":"4","first_page":"4673","last_page":"4701"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9904999732971191,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9879000186920166,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/debugging","display_name":"Debugging","score":0.9723601937294006},{"id":"https://openalex.org/keywords/algorithmic-program-debugging","display_name":"Algorithmic program debugging","score":0.7750298380851746},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7716801762580872},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.4912559390068054}],"concepts":[{"id":"https://openalex.org/C168065819","wikidata":"https://www.wikidata.org/wiki/Q845566","display_name":"Debugging","level":2,"score":0.9723601937294006},{"id":"https://openalex.org/C136388014","wikidata":"https://www.wikidata.org/wiki/Q17084976","display_name":"Algorithmic program debugging","level":3,"score":0.7750298380851746},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7716801762580872},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.4912559390068054}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10639-022-11343-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10639-022-11343-7","pdf_url":null,"source":{"id":"https://openalex.org/S166722454","display_name":"Education and Information Technologies","issn_l":"1360-2357","issn":["1360-2357","1573-7608"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Education and Information Technologies","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1380393005","display_name":null,"funder_award_id":"201806040180","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"},{"id":"https://openalex.org/G8068159599","display_name":null,"funder_award_id":"DRL-1942962","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W42670528","https://openalex.org/W45547521","https://openalex.org/W1597828109","https://openalex.org/W1989864405","https://openalex.org/W1993199499","https://openalex.org/W1995450389","https://openalex.org/W2004451884","https://openalex.org/W2008720819","https://openalex.org/W2066998450","https://openalex.org/W2080725209","https://openalex.org/W2082679772","https://openalex.org/W2090266317","https://openalex.org/W2092239677","https://openalex.org/W2099421759","https://openalex.org/W2102734438","https://openalex.org/W2104916970","https://openalex.org/W2116124585","https://openalex.org/W2123536472","https://openalex.org/W2131399871","https://openalex.org/W2147200107","https://openalex.org/W2152789308","https://openalex.org/W2155788121","https://openalex.org/W2168646330","https://openalex.org/W2208973571","https://openalex.org/W2220912187","https://openalex.org/W2264893711","https://openalex.org/W2276902705","https://openalex.org/W2284072287","https://openalex.org/W2342653007","https://openalex.org/W2347061999","https://openalex.org/W2469796699","https://openalex.org/W2523566863","https://openalex.org/W2593433351","https://openalex.org/W2605181892","https://openalex.org/W2732853452","https://openalex.org/W2767914965","https://openalex.org/W2791265653","https://openalex.org/W2794673032","https://openalex.org/W2898173856","https://openalex.org/W2908180159","https://openalex.org/W2917031097","https://openalex.org/W2917163200","https://openalex.org/W2917547511","https://openalex.org/W2965576334","https://openalex.org/W2980278303","https://openalex.org/W2982167689","https://openalex.org/W3000240292","https://openalex.org/W3002225268","https://openalex.org/W3002875102","https://openalex.org/W3010338652","https://openalex.org/W3023429904","https://openalex.org/W3029784335","https://openalex.org/W3031052835","https://openalex.org/W3032979151","https://openalex.org/W3033595121","https://openalex.org/W3133959936","https://openalex.org/W3138026483","https://openalex.org/W4212792737","https://openalex.org/W4240463245"],"related_works":["https://openalex.org/W2396596882","https://openalex.org/W2098290990","https://openalex.org/W2119199043","https://openalex.org/W2801084903","https://openalex.org/W2377280071","https://openalex.org/W2060682672","https://openalex.org/W2375626968","https://openalex.org/W4242908235","https://openalex.org/W1520271518","https://openalex.org/W2294325978"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2025-10-10T00:00:00"}
