{"id":"https://openalex.org/W4396665614","doi":"https://doi.org/10.5220/0012735000003693","title":"A Learning Analytics Dashboard for Improved Learning Outcomes and Diversity in Programming Classes","display_name":"A Learning Analytics Dashboard for Improved Learning Outcomes and Diversity in Programming Classes","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4396665614","doi":"https://doi.org/10.5220/0012735000003693"},"language":"en","primary_location":{"id":"doi:10.5220/0012735000003693","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0012735000003693","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th International Conference on Computer Supported Education","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0012735000003693","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002934401","display_name":"Iris Groher","orcid":"https://orcid.org/0000-0003-0905-6791"},"institutions":[{"id":"https://openalex.org/I190249584","display_name":"Universit\u00e4t Innsbruck","ror":"https://ror.org/054pv6659","country_code":"AT","type":"education","lineage":["https://openalex.org/I190249584"]},{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Iris Groher","raw_affiliation_strings":["Johannes Kepler University Linz, Institute of Business Informatics, Software Engineering, Linz, Austria, --- Select a Country ---","(University of Innsbruck, Department of Computer Science; xxxx","University of Innsbruck, Department of Computer Science;"],"affiliations":[{"raw_affiliation_string":"Johannes Kepler University Linz, Institute of Business Informatics, Software Engineering, Linz, Austria, --- Select a Country ---","institution_ids":["https://openalex.org/I121883995"]},{"raw_affiliation_string":"(University of Innsbruck, Department of Computer Science; xxxx","institution_ids":["https://openalex.org/I190249584"]},{"raw_affiliation_string":"University of Innsbruck, Department of Computer Science;","institution_ids":["https://openalex.org/I190249584"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005248504","display_name":"Michael Vierhauser","orcid":"https://orcid.org/0000-0003-2672-9230"},"institutions":[{"id":"https://openalex.org/I97750245","display_name":"Software (Spain)","ror":"https://ror.org/02ethns06","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210087817","https://openalex.org/I97750245"]},{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]},{"id":"https://openalex.org/I190249584","display_name":"Universit\u00e4t Innsbruck","ror":"https://ror.org/054pv6659","country_code":"AT","type":"education","lineage":["https://openalex.org/I190249584"]}],"countries":["AT","ES"],"is_corresponding":false,"raw_author_name":"Michael Vierhauser","raw_affiliation_strings":["University of Innsbruck, Department of Computer Science, Innsbruck, Austria, --- Select a Country ---","University of Innsbruck, Department of Computer Science;","(Johannes Kepler University Linz, Institute of Business Informatics -Software Engineering;"],"affiliations":[{"raw_affiliation_string":"University of Innsbruck, Department of Computer Science, Innsbruck, Austria, --- Select a Country ---","institution_ids":["https://openalex.org/I190249584"]},{"raw_affiliation_string":"University of Innsbruck, Department of Computer Science;","institution_ids":["https://openalex.org/I190249584"]},{"raw_affiliation_string":"(Johannes Kepler University Linz, Institute of Business Informatics -Software Engineering;","institution_ids":["https://openalex.org/I121883995","https://openalex.org/I97750245"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5096468790","display_name":"Erik Hartl","orcid":null},"institutions":[{"id":"https://openalex.org/I190249584","display_name":"Universit\u00e4t Innsbruck","ror":"https://ror.org/054pv6659","country_code":"AT","type":"education","lineage":["https://openalex.org/I190249584"]},{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Erik Hartl","raw_affiliation_strings":["Johannes Kepler University Linz, Institute of Business Informatics, Software Engineering, Linz, Austria, --- Select a Country ---","(University of Innsbruck, Department of Computer Science; xxxx","University of Innsbruck, Department of Computer Science;"],"affiliations":[{"raw_affiliation_string":"Johannes Kepler University Linz, Institute of Business Informatics, Software Engineering, Linz, Austria, --- Select a Country ---","institution_ids":["https://openalex.org/I121883995"]},{"raw_affiliation_string":"(University of Innsbruck, Department of Computer Science; xxxx","institution_ids":["https://openalex.org/I190249584"]},{"raw_affiliation_string":"University of Innsbruck, Department of Computer Science;","institution_ids":["https://openalex.org/I190249584"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5002934401"],"corresponding_institution_ids":["https://openalex.org/I121883995","https://openalex.org/I190249584"],"apc_list":null,"apc_paid":null,"fwci":0.4321,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.69506222,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"618","last_page":"625"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9994999766349792,"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/T11122","display_name":"Online Learning and Analytics","score":0.9994999766349792,"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/T14246","display_name":"E-Learning and Knowledge Management","score":0.9812999963760376,"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/T10533","display_name":"Teaching and Learning Programming","score":0.9635999798774719,"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/learning-analytics","display_name":"Learning analytics","score":0.9082289934158325},{"id":"https://openalex.org/keywords/dashboard","display_name":"Dashboard","score":0.890365481376648},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.7872561812400818},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7363237738609314},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6818364262580872},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4674440622329712},{"id":"https://openalex.org/keywords/learning-management","display_name":"Learning Management","score":0.41293007135391235},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3728575110435486},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3207972049713135},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.13367632031440735}],"concepts":[{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.9082289934158325},{"id":"https://openalex.org/C33499554","wikidata":"https://www.wikidata.org/wiki/Q1417134","display_name":"Dashboard","level":2,"score":0.890365481376648},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.7872561812400818},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7363237738609314},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6818364262580872},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4674440622329712},{"id":"https://openalex.org/C2779114481","wikidata":"https://www.wikidata.org/wiki/Q6510117","display_name":"Learning Management","level":2,"score":0.41293007135391235},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3728575110435486},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3207972049713135},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.13367632031440735}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5220/0012735000003693","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0012735000003693","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th International Conference on Computer Supported Education","raw_type":"proceedings-article"},{"id":"pmh:oai:epub.jku.at/:9908367","is_oa":true,"landing_page_url":"https://epub.jku.at/doi/10.5220/0012735000003693","pdf_url":"https://epub.jku.at/obvulioa/content/titleinfo/9908367/full.pdf","source":{"id":"https://openalex.org/S4306401788","display_name":"University Library Linz repository (Johannes Kepler Universitat Linz)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I121883995","host_organization_name":"Johannes Kepler University of Linz","host_organization_lineage":["https://openalex.org/I121883995"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.5220/0012735000003693","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0012735000003693","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th International Conference on Computer Supported Education","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.44999998807907104,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1999258952","https://openalex.org/W2011664579","https://openalex.org/W2052492788","https://openalex.org/W2172044485","https://openalex.org/W2591734411","https://openalex.org/W2794802448","https://openalex.org/W2980027900","https://openalex.org/W2981101434","https://openalex.org/W3092022376","https://openalex.org/W4205809386","https://openalex.org/W4282832241","https://openalex.org/W4312251268","https://openalex.org/W4313679915","https://openalex.org/W4383497659","https://openalex.org/W4383749854","https://openalex.org/W4385240385","https://openalex.org/W4386323426","https://openalex.org/W4387030580"],"related_works":["https://openalex.org/W3134741836","https://openalex.org/W4379434981","https://openalex.org/W3034267728","https://openalex.org/W2588291961","https://openalex.org/W2594203497","https://openalex.org/W4225907471","https://openalex.org/W4312251268","https://openalex.org/W4321608238","https://openalex.org/W2113723816","https://openalex.org/W4238005210"],"abstract_inverted_index":{"The":[0],"increased":[1],"emphasis":[2],"on":[3,48,87,131],"competency":[4],"management":[5],"and":[6,30,36,54,56,104,129,138,147,157],"learning":[7,32],"objectives":[8],"in":[9,17,28,59,119],"higher":[10],"education":[11],"has":[12,123],"led":[13],"to":[14,50,62,65,96,114,133],"a":[15,25,85],"rise":[16],"Learning":[18,74],"Analytics":[19,75],"(LA)":[20],"applications.":[21],"These":[22],"tools":[23,41],"play":[24],"vital":[26],"role":[27],"measuring":[29],"optimizing":[31],"outcomes":[33,148],"by":[34],"analyzing":[35],"interpreting":[37],"student-related":[38],"data.":[39],"\\nLA":[40],"furthermore":[42],"provide":[43,97],"course":[44,118],"instructors":[45],"with":[46,126],"insights":[47,98,128],"how":[49,132],"refine":[51],"teaching":[52,139],"methods":[53],"material":[55],"address":[57],"diversity":[58],"student":[60,100],"performance":[61,101],"tailor":[63],"instruction":[64],"individual":[66],"needs.":[67],"\\nThis":[68],"tool":[69],"demonstration":[70],"paper":[71],"introduces":[72],"our":[73,115,136,151],"Dashboard,":[76],"designed":[77],"for":[78,153],"an":[79],"introductory":[80],"Python":[81,116],"programming":[82,117],"course.":[83],"With":[84],"focus":[86],"gender":[88],"diversity,":[89],"the":[90,110,120,143],"dashboard":[91],"analyzes":[92],"graded":[93],"Jupyter":[94],"Notebooks,":[95],"into":[99],"across":[102],"assignments":[103],"exams.":[105],"An":[106],"initial":[107],"assessment":[108],"of":[109],"dashboard,":[111],"applying":[112],"it":[113],"previous":[121],"year,":[122],"provided":[124],"us":[125],"interesting":[127],"information":[130],"further":[134],"improve":[135],"class":[137],"materials.":[140],"We":[141],"present":[142],"dashboard's":[144],"design,":[145],"features,":[146],"while":[149],"outlining":[150],"plans":[152],"its":[154],"future":[155],"development":[156],"enhancement.":[158]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-11T14:59:36.786465","created_date":"2024-05-07T00:00:00"}