{"id":"https://openalex.org/W4407842557","doi":"https://doi.org/10.1145/3706468.3706554","title":"Usage and performance declines in a classroom-integrated digital learning software over the course of an academic year","display_name":"Usage and performance declines in a classroom-integrated digital learning software over the course of an academic year","publication_year":2025,"publication_date":"2025-02-21","ids":{"openalex":"https://openalex.org/W4407842557","doi":"https://doi.org/10.1145/3706468.3706554"},"language":"en","primary_location":{"id":"doi:10.1145/3706468.3706554","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3706468.3706554","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Learning Analytics and Knowledge Conference","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3706468.3706554","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083357041","display_name":"Markus Spitzer","orcid":"https://orcid.org/0000-0001-6040-1939"},"institutions":[{"id":"https://openalex.org/I68956291","display_name":"Martin Luther University Halle-Wittenberg","ror":"https://ror.org/05gqaka33","country_code":"DE","type":"education","lineage":["https://openalex.org/I68956291"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Markus Wolfgang Hermann Spitzer","raw_affiliation_strings":["Martin-Luther University, Halle-Wittenberg, Germany, Halle, Germany"],"raw_orcid":"https://orcid.org/0000-0001-6040-1939","affiliations":[{"raw_affiliation_string":"Martin-Luther University, Halle-Wittenberg, Germany, Halle, Germany","institution_ids":["https://openalex.org/I68956291"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043134109","display_name":"Lisa Bardach","orcid":"https://orcid.org/0000-0002-2168-3117"},"institutions":[{"id":"https://openalex.org/I4210148049","display_name":"Giessen School of Theology","ror":"https://ror.org/03kzgcv48","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210148049"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lisa Bardach","raw_affiliation_strings":["Universiy of Giessen, Germany, Giessen, Germany"],"raw_orcid":"https://orcid.org/0000-0002-2168-3117","affiliations":[{"raw_affiliation_string":"Universiy of Giessen, Germany, Giessen, Germany","institution_ids":["https://openalex.org/I4210148049"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025611339","display_name":"Younes Strittmatter","orcid":"https://orcid.org/0000-0002-3414-2838"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Younes Strittmatter","raw_affiliation_strings":["Princeton University, Princeton, NJ, US, Princeton, USA"],"raw_orcid":"https://orcid.org/0000-0002-3414-2838","affiliations":[{"raw_affiliation_string":"Princeton University, Princeton, NJ, US, Princeton, USA","institution_ids":["https://openalex.org/I20089843"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035814613","display_name":"Korbinian Moeller","orcid":"https://orcid.org/0000-0003-1385-7778"},"institutions":[{"id":"https://openalex.org/I143804889","display_name":"Loughborough University","ror":"https://ror.org/04vg4w365","country_code":"GB","type":"education","lineage":["https://openalex.org/I143804889"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Korbinian Moeller","raw_affiliation_strings":["Loughborough University, Loughborough, UK, Loughborough, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0003-1385-7778","affiliations":[{"raw_affiliation_string":"Loughborough University, Loughborough, UK, Loughborough, United Kingdom","institution_ids":["https://openalex.org/I143804889"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5083357041"],"corresponding_institution_ids":["https://openalex.org/I68956291"],"apc_list":null,"apc_paid":null,"fwci":7.2036,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.96583884,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"957","last_page":"962"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9995999932289124,"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":0.9995999932289124,"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/T10162","display_name":"Online and Blended Learning","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/course","display_name":"Course (navigation)","score":0.6929107308387756},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6710639595985413},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.47266635298728943},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.403202623128891},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.39800673723220825},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.23665925860404968},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1511884331703186},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1354348361492157}],"concepts":[{"id":"https://openalex.org/C2777552389","wikidata":"https://www.wikidata.org/wiki/Q1962728","display_name":"Course (navigation)","level":2,"score":0.6929107308387756},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6710639595985413},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.47266635298728943},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.403202623128891},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.39800673723220825},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.23665925860404968},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1511884331703186},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1354348361492157},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3706468.3706554","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3706468.3706554","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Learning Analytics and Knowledge Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:figshare.com:article/29335547","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference contribution"}],"best_oa_location":{"id":"doi:10.1145/3706468.3706554","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3706468.3706554","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Learning Analytics and Knowledge Conference","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.7200000286102295}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W2032196293","https://openalex.org/W2032829424","https://openalex.org/W2088512750","https://openalex.org/W2111638337","https://openalex.org/W2130337868","https://openalex.org/W2163640453","https://openalex.org/W2340555101","https://openalex.org/W2734246064","https://openalex.org/W2907739488","https://openalex.org/W3031051743","https://openalex.org/W3049437803","https://openalex.org/W3106617860","https://openalex.org/W3140887097","https://openalex.org/W3145887717","https://openalex.org/W3163575647","https://openalex.org/W4220948672","https://openalex.org/W4225151770","https://openalex.org/W4229933927","https://openalex.org/W4235952836","https://openalex.org/W4250727746","https://openalex.org/W4298623011","https://openalex.org/W4376111157","https://openalex.org/W4376582381","https://openalex.org/W4379143950","https://openalex.org/W4383506079","https://openalex.org/W4386569389","https://openalex.org/W4387847732","https://openalex.org/W4390041045","https://openalex.org/W4399258850","https://openalex.org/W4399752997","https://openalex.org/W4401411459"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4318717247","https://openalex.org/W2267656092","https://openalex.org/W2317874921","https://openalex.org/W2736755255","https://openalex.org/W4362648715","https://openalex.org/W2009385780","https://openalex.org/W2375476037"],"abstract_inverted_index":{"In":[0],"increasing":[1,129],"numbers":[2],"of":[3,18,74,102,132],"classrooms":[4,45],"worldwide,":[5],"students":[6,52,75],"use":[7],"digital":[8,25,137],"learning":[9,26,41,138],"software.":[10],"However,":[11],"we":[12],"know":[13],"little":[14],"about":[15],"the":[16,21,29,49,72,77,100,103,114,119,125,130],"trajectories":[17,65],"usage":[19,62,96,109,131],"and":[20,48,63,83,97,133],"performance":[22,64,98,134],"within":[23],"such":[24],"software":[27,42,139],"over":[28,99,140],"academic":[30,68,104],"year.":[31],"This":[32],"study":[33],"analyzed":[34],"real-world":[35],"longitudinal":[36],"data":[37],"from":[38],"a":[39,92],"mathematics":[40],"used":[43],"in":[44,46,94,110,113,135],"Germany":[47,111],"Netherlands":[50],"(6,000":[51],"who":[53],"worked":[54],"on":[55],">23":[56],"million":[57],"problems).":[58],"We":[59],"evaluated":[60],"students'":[61],"across":[66],"an":[67],"year":[69],"by":[70],"examining":[71],"percentage":[73],"using":[76],"software,":[78],"worked-through":[79],"problems,":[80],"active":[81],"days":[82],"weeks,":[84],"as":[85,87],"well":[86],"performance.":[88],"Our":[89,116],"results":[90],"indicate":[91],"decline":[93],"both":[95],"course":[101],"year,":[105],"with":[106],"overall":[107],"lower":[108],"than":[112],"Netherlands.":[115],"findings":[117],"highlight":[118],"need":[120],"for":[121],"further":[122],"research":[123],"into":[124],"factors":[126],"maintaining":[127],"or":[128],"classroom-integrated":[136],"extended":[141],"periods.":[142]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}