{"id":"https://openalex.org/W4410093191","doi":"https://doi.org/10.1007/s10758-025-09847-5","title":"Elementary and Secondary School Teachers\u2019 Perceptions of Learning Analytics: A Qualitative Approach","display_name":"Elementary and Secondary School Teachers\u2019 Perceptions of Learning Analytics: A Qualitative Approach","publication_year":2025,"publication_date":"2025-05-05","ids":{"openalex":"https://openalex.org/W4410093191","doi":"https://doi.org/10.1007/s10758-025-09847-5"},"language":"en","primary_location":{"id":"doi:10.1007/s10758-025-09847-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10758-025-09847-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10758-025-09847-5.pdf","source":{"id":"https://openalex.org/S2764582272","display_name":"Technology Knowledge and Learning","issn_l":"2211-1662","issn":["2211-1662","2211-1670"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Technology, Knowledge and Learning","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10758-025-09847-5.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053463604","display_name":"Teemu Valtonen","orcid":"https://orcid.org/0000-0002-1803-9865"},"institutions":[{"id":"https://openalex.org/I175532246","display_name":"University of Eastern Finland","ror":"https://ror.org/00cyydd11","country_code":"FI","type":"education","lineage":["https://openalex.org/I175532246"]},{"id":"https://openalex.org/I4210107997","display_name":"Finland University","ror":"https://ror.org/014rks409","country_code":"FI","type":"education","lineage":["https://openalex.org/I4210107997"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Teemu Valtonen","raw_affiliation_strings":["Faculty of Philosophy, School of Applied Educational Science and Teacher Education, University of Eastern Finland, Joensuu, Finland"],"affiliations":[{"raw_affiliation_string":"Faculty of Philosophy, School of Applied Educational Science and Teacher Education, University of Eastern Finland, Joensuu, Finland","institution_ids":["https://openalex.org/I175532246","https://openalex.org/I4210107997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5095739164","display_name":"Teija Paavilainen","orcid":"https://orcid.org/0000-0001-8545-6485"},"institutions":[{"id":"https://openalex.org/I175532246","display_name":"University of Eastern Finland","ror":"https://ror.org/00cyydd11","country_code":"FI","type":"education","lineage":["https://openalex.org/I175532246"]},{"id":"https://openalex.org/I4210107997","display_name":"Finland University","ror":"https://ror.org/014rks409","country_code":"FI","type":"education","lineage":["https://openalex.org/I4210107997"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Teija Paavilainen","raw_affiliation_strings":["Faculty of Philosophy, School of Applied Educational Science and Teacher Education, University of Eastern Finland, Joensuu, Finland"],"affiliations":[{"raw_affiliation_string":"Faculty of Philosophy, School of Applied Educational Science and Teacher Education, University of Eastern Finland, Joensuu, Finland","institution_ids":["https://openalex.org/I175532246","https://openalex.org/I4210107997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035103260","display_name":"Sonsoles L\u00f3pez\u2010Pernas","orcid":"https://orcid.org/0000-0002-9621-1392"},"institutions":[{"id":"https://openalex.org/I4210107997","display_name":"Finland University","ror":"https://ror.org/014rks409","country_code":"FI","type":"education","lineage":["https://openalex.org/I4210107997"]},{"id":"https://openalex.org/I175532246","display_name":"University of Eastern Finland","ror":"https://ror.org/00cyydd11","country_code":"FI","type":"education","lineage":["https://openalex.org/I175532246"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Sonsoles L\u00f3pez-Pernas","raw_affiliation_strings":["Facuty of Science, Forestry and Technology, School of Computing, University of Eastern Finland, Joensuu, Finland"],"affiliations":[{"raw_affiliation_string":"Facuty of Science, Forestry and Technology, School of Computing, University of Eastern Finland, Joensuu, Finland","institution_ids":["https://openalex.org/I4210107997","https://openalex.org/I175532246"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051595913","display_name":"Mohammed Saqr","orcid":"https://orcid.org/0000-0001-5881-3109"},"institutions":[{"id":"https://openalex.org/I175532246","display_name":"University of Eastern Finland","ror":"https://ror.org/00cyydd11","country_code":"FI","type":"education","lineage":["https://openalex.org/I175532246"]},{"id":"https://openalex.org/I4210107997","display_name":"Finland University","ror":"https://ror.org/014rks409","country_code":"FI","type":"education","lineage":["https://openalex.org/I4210107997"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Mohamed Saqr","raw_affiliation_strings":["Facuty of Science, Forestry and Technology, School of Computing, University of Eastern Finland, Joensuu, Finland"],"affiliations":[{"raw_affiliation_string":"Facuty of Science, Forestry and Technology, School of Computing, University of Eastern Finland, Joensuu, Finland","institution_ids":["https://openalex.org/I4210107997","https://openalex.org/I175532246"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032035698","display_name":"Laura Hirsto","orcid":"https://orcid.org/0000-0002-8963-3036"},"institutions":[{"id":"https://openalex.org/I175532246","display_name":"University of Eastern Finland","ror":"https://ror.org/00cyydd11","country_code":"FI","type":"education","lineage":["https://openalex.org/I175532246"]},{"id":"https://openalex.org/I4210107997","display_name":"Finland University","ror":"https://ror.org/014rks409","country_code":"FI","type":"education","lineage":["https://openalex.org/I4210107997"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Laura Hirsto","raw_affiliation_strings":["Faculty of Philosophy, School of Applied Educational Science and Teacher Education, University of Eastern Finland, Joensuu, Finland"],"affiliations":[{"raw_affiliation_string":"Faculty of Philosophy, School of Applied Educational Science and Teacher Education, University of Eastern Finland, Joensuu, Finland","institution_ids":["https://openalex.org/I175532246","https://openalex.org/I4210107997"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5053463604"],"corresponding_institution_ids":["https://openalex.org/I175532246","https://openalex.org/I4210107997"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":{"value":2290,"currency":"EUR","value_usd":2890},"fwci":1.9052,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.87399523,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"30","issue":"2","first_page":"601","last_page":"619"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9998000264167786,"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":0.9998000264167786,"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/T14182","display_name":"Technology-Enhanced Education Studies","score":0.9397000074386597,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9341999888420105,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/educational-technology","display_name":"Educational technology","score":0.6458516120910645},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.6312657594680786},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.6056525707244873},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.6040983200073242},{"id":"https://openalex.org/keywords/science-education","display_name":"Science education","score":0.5737773180007935},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5188611745834351},{"id":"https://openalex.org/keywords/qualitative-research","display_name":"Qualitative research","score":0.45105376839637756},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.41940200328826904},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.38574427366256714},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.32298898696899414},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.3010689914226532},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.2586025595664978},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.08994132280349731}],"concepts":[{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.6458516120910645},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.6312657594680786},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.6056525707244873},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.6040983200073242},{"id":"https://openalex.org/C44877443","wikidata":"https://www.wikidata.org/wiki/Q2485457","display_name":"Science education","level":2,"score":0.5737773180007935},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5188611745834351},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.45105376839637756},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.41940200328826904},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.38574427366256714},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.32298898696899414},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.3010689914226532},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2586025595664978},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.08994132280349731},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10758-025-09847-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10758-025-09847-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10758-025-09847-5.pdf","source":{"id":"https://openalex.org/S2764582272","display_name":"Technology Knowledge and Learning","issn_l":"2211-1662","issn":["2211-1662","2211-1670"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Technology, Knowledge and Learning","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s10758-025-09847-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10758-025-09847-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10758-025-09847-5.pdf","source":{"id":"https://openalex.org/S2764582272","display_name":"Technology Knowledge and Learning","issn_l":"2211-1662","issn":["2211-1662","2211-1670"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Technology, Knowledge and Learning","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320310055","display_name":"It\u00e4-Suomen Yliopisto","ror":"https://ror.org/00cyydd11"},{"id":"https://openalex.org/F4320322356","display_name":"Kuopion Yliopistollinen Sairaala","ror":"https://ror.org/00fqdfs68"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410093191.pdf","grobid_xml":"https://content.openalex.org/works/W4410093191.grobid-xml"},"referenced_works_count":57,"referenced_works":["https://openalex.org/W185486004","https://openalex.org/W760081583","https://openalex.org/W1588530666","https://openalex.org/W1791587663","https://openalex.org/W1968529788","https://openalex.org/W2067404301","https://openalex.org/W2100379340","https://openalex.org/W2142225512","https://openalex.org/W2143959207","https://openalex.org/W2171814052","https://openalex.org/W2418546137","https://openalex.org/W2509533451","https://openalex.org/W2520415148","https://openalex.org/W2521847497","https://openalex.org/W2605968929","https://openalex.org/W2753845369","https://openalex.org/W2783690620","https://openalex.org/W2787405417","https://openalex.org/W2800202901","https://openalex.org/W2810026859","https://openalex.org/W2914747016","https://openalex.org/W2999030356","https://openalex.org/W3000065748","https://openalex.org/W3006349874","https://openalex.org/W3010850785","https://openalex.org/W3011946343","https://openalex.org/W3012464528","https://openalex.org/W3012466341","https://openalex.org/W3036611445","https://openalex.org/W3091929488","https://openalex.org/W3093442577","https://openalex.org/W3103007258","https://openalex.org/W3120360274","https://openalex.org/W3170353180","https://openalex.org/W3197677699","https://openalex.org/W3198344161","https://openalex.org/W3217592719","https://openalex.org/W4206213225","https://openalex.org/W4206383505","https://openalex.org/W4213011574","https://openalex.org/W4236765470","https://openalex.org/W4241464738","https://openalex.org/W4286452398","https://openalex.org/W4286656403","https://openalex.org/W4294861012","https://openalex.org/W4304889694","https://openalex.org/W4327589116","https://openalex.org/W4364380758","https://openalex.org/W4366588310","https://openalex.org/W4385365120","https://openalex.org/W4386561707","https://openalex.org/W4391691437","https://openalex.org/W4393143975","https://openalex.org/W4405919993","https://openalex.org/W6986722893","https://openalex.org/W7043798409","https://openalex.org/W7046253005"],"related_works":["https://openalex.org/W1987827786","https://openalex.org/W2799586942","https://openalex.org/W2504091800","https://openalex.org/W2331775400","https://openalex.org/W2816728186","https://openalex.org/W2804624249","https://openalex.org/W2560130217","https://openalex.org/W605203981","https://openalex.org/W4225313275","https://openalex.org/W3097749327"],"abstract_inverted_index":{"Abstract":[0],"This":[1],"study":[2,126],"focuses":[3],"on":[4,51],"learning":[5,31,97,133],"analytics":[6,91,151],"from":[7,56],"the":[8,28,33,39,42,45,73,110,122,128],"perspective":[9],"of":[10,30,44,76,88,121],"elementary":[11],"and":[12,35,41,66,79,84,102,118],"secondary":[13],"classroom":[14],"teachers":[15,93],"(grades":[16],"one":[17],"to":[18,23,149],"nine).":[19],"The":[20,47,70,125],"aim":[21],"is":[22,49],"explore":[24],"teachers\u2019":[25,144],"perceptions":[26,87],"about":[27],"use":[29,150],"analytics,":[32],"challenges":[34],"opportunities":[36],"associated":[37],"with":[38,82,136],"tools,":[40],"future":[43],"analytics.":[46,89],"research":[48],"based":[50],"qualitative":[52,63],"data:":[53],"open-ended":[54],"responses":[55],"144":[57],"teachers.":[58],"Analysis":[59],"was":[60],"conducted":[61],"using":[62],"content":[64],"analysis":[65],"latent":[67],"class":[68,96],"analysis.":[69],"results":[71],"highlight":[72],"prominent":[74],"role":[75],"simple":[77],"drill":[78],"practice":[80],"applications":[81],"dashboards":[83],"differing":[85],"teacher":[86],"Learning":[90],"helps":[92],"better":[94],"understand":[95],"activities,":[98],"focus":[99],"their":[100],"attention":[101],"attain":[103],"professional":[104],"development":[105],"goals.":[106],"Challenges":[107],"discussed":[108],"include":[109],"need":[111],"for":[112,130,152],"new":[113],"skill":[114],"development,":[115],"increased":[116],"workloads":[117],"pedagogical":[119,138],"limitations":[120],"current":[123],"technology.":[124],"shows":[127],"necessity":[129],"more":[131],"versatile":[132],"analytic":[134],"tools":[135],"diverse":[137],"practices.":[139],"It":[140],"also":[141],"demonstrates":[142],"that":[143],"skills":[145],"must":[146],"be":[147],"enhanced":[148],"pedagogically":[153],"sound":[154],"actions.":[155]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}
