{"id":"https://openalex.org/W7105836628","doi":"https://doi.org/10.1109/access.2025.3633584","title":"Teaching and Learning of Social Media Algorithms in the K-12 Context: A Systematic Review","display_name":"Teaching and Learning of Social Media Algorithms in the K-12 Context: A Systematic Review","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W7105836628","doi":"https://doi.org/10.1109/access.2025.3633584"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3633584","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3633584","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3633584","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Paulo S. Magoge","orcid":"https://orcid.org/0000-0002-8928-880X"},"institutions":[{"id":"https://openalex.org/I4210161264","display_name":"College of Business Education","ror":"https://ror.org/05qcsva92","country_code":"TZ","type":"education","lineage":["https://openalex.org/I4210161264"]}],"countries":["TZ"],"is_corresponding":false,"raw_author_name":"Paulo S. Magoge","raw_affiliation_strings":["Department of ICT and Mathematics, College of Business Education, Dar es Salaam, Tanzania"],"raw_orcid":"https://orcid.org/0000-0002-8928-880X","affiliations":[{"raw_affiliation_string":"Department of ICT and Mathematics, College of Business Education, Dar es Salaam, Tanzania","institution_ids":["https://openalex.org/I4210161264"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ismaila T. Sanusi","orcid":"https://orcid.org/0000-0002-5705-6684"},"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"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Ismaila T. Sanusi","raw_affiliation_strings":["School of Computing, University of Eastern Finland, Joensuu, Finland"],"raw_orcid":"https://orcid.org/0000-0002-5705-6684","affiliations":[{"raw_affiliation_string":"School of Computing, University of Eastern Finland, Joensuu, Finland","institution_ids":["https://openalex.org/I175532246"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jarkko Suhonen","orcid":"https://orcid.org/0000-0002-3501-6286"},"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"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Jarkko Suhonen","raw_affiliation_strings":["School of Computing, University of Eastern Finland, Joensuu, Finland"],"raw_orcid":"https://orcid.org/0000-0002-3501-6286","affiliations":[{"raw_affiliation_string":"School of Computing, University of Eastern Finland, Joensuu, Finland","institution_ids":["https://openalex.org/I175532246"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Nicolas Pope","orcid":"https://orcid.org/0000-0002-5694-4970"},"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"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Nicolas Pope","raw_affiliation_strings":["School of Computing, University of Eastern Finland, Joensuu, Finland"],"raw_orcid":"https://orcid.org/0000-0002-5694-4970","affiliations":[{"raw_affiliation_string":"School of Computing, University of Eastern Finland, Joensuu, Finland","institution_ids":["https://openalex.org/I175532246"]}]},{"author_position":"last","author":{"id":null,"display_name":"Godfrey I. Mwandosya","orcid":"https://orcid.org/0000-0001-5452-8538"},"institutions":[{"id":"https://openalex.org/I79477286","display_name":"Columbia College - Missouri","ror":"https://ror.org/012yg2g20","country_code":"US","type":"education","lineage":["https://openalex.org/I79477286"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Godfrey I. Mwandosya","raw_affiliation_strings":["Computer Science Department, Columbia College, Columbia, MO, USA"],"raw_orcid":"https://orcid.org/0000-0001-5452-8538","affiliations":[{"raw_affiliation_string":"Computer Science Department, Columbia College, Columbia, MO, USA","institution_ids":["https://openalex.org/I79477286"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.63305456,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":null,"first_page":"199454","last_page":"199473"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10355","display_name":"Impact of Technology on Adolescents","score":0.11699999868869781,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10355","display_name":"Impact of Technology on Adolescents","score":0.11699999868869781,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T12338","display_name":"Digital literacy in education","score":0.08950000256299973,"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/T12060","display_name":"Child Development and Digital Technology","score":0.08129999786615372,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6359999775886536},{"id":"https://openalex.org/keywords/sma*","display_name":"SMA*","score":0.629800021648407},{"id":"https://openalex.org/keywords/literacy","display_name":"Literacy","score":0.5679000020027161},{"id":"https://openalex.org/keywords/digital-literacy","display_name":"Digital literacy","score":0.5024999976158142},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4185999929904938},{"id":"https://openalex.org/keywords/digital-media","display_name":"Digital media","score":0.38370001316070557},{"id":"https://openalex.org/keywords/information-literacy","display_name":"Information literacy","score":0.3675999939441681},{"id":"https://openalex.org/keywords/media-literacy","display_name":"Media literacy","score":0.36239999532699585}],"concepts":[{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6359999775886536},{"id":"https://openalex.org/C161921814","wikidata":"https://www.wikidata.org/wiki/Q493743","display_name":"SMA*","level":2,"score":0.629800021648407},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5921000242233276},{"id":"https://openalex.org/C547764534","wikidata":"https://www.wikidata.org/wiki/Q8236","display_name":"Literacy","level":2,"score":0.5679000020027161},{"id":"https://openalex.org/C2777646416","wikidata":"https://www.wikidata.org/wiki/Q242069","display_name":"Digital literacy","level":2,"score":0.5024999976158142},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4185999929904938},{"id":"https://openalex.org/C17632256","wikidata":"https://www.wikidata.org/wiki/Q1076968","display_name":"Digital media","level":2,"score":0.38370001316070557},{"id":"https://openalex.org/C119883117","wikidata":"https://www.wikidata.org/wiki/Q679789","display_name":"Information literacy","level":2,"score":0.3675999939441681},{"id":"https://openalex.org/C97628146","wikidata":"https://www.wikidata.org/wiki/Q1507246","display_name":"Media literacy","level":2,"score":0.36239999532699585},{"id":"https://openalex.org/C36727532","wikidata":"https://www.wikidata.org/wiki/Q861399","display_name":"Educational research","level":2,"score":0.34540000557899475},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.3443000018596649},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.3434000015258789},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.337799996137619},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3084999918937683},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.30720001459121704},{"id":"https://openalex.org/C56995899","wikidata":"https://www.wikidata.org/wiki/Q1126687","display_name":"Focus group","level":2,"score":0.3050000071525574},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.2973000109195709},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.2881999909877777},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.28220000863075256},{"id":"https://openalex.org/C2780198215","wikidata":"https://www.wikidata.org/wiki/Q361428","display_name":"Informal learning","level":2,"score":0.2791000008583069},{"id":"https://openalex.org/C14564219","wikidata":"https://www.wikidata.org/wiki/Q383646","display_name":"Social cognitive theory","level":2,"score":0.2743000090122223},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.27149999141693115},{"id":"https://openalex.org/C67363961","wikidata":"https://www.wikidata.org/wiki/Q5268834","display_name":"Information and Communications Technology","level":2,"score":0.2696000039577484}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3633584","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3633584","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:f63aa4330f6b4853a69d56a38b50c228","is_oa":true,"landing_page_url":"https://doaj.org/article/f63aa4330f6b4853a69d56a38b50c228","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 199454-199473 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3633584","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3633584","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8896436095237732,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"This":[0],"review":[1,188],"examines":[2],"studies":[3,213],"on":[4,14,47,77,220,228],"social":[5],"media":[6],"algorithm":[7],"(SMA)":[8],"literacy":[9,200,249],"in":[10,65,69,92,153,197],"K-12":[11,87,181],"education":[12,243],"based":[13],"research":[15,48,75,172,225],"published":[16],"between":[17],"January":[18],"2015":[19],"and":[20,43,57,104,122,132,142,155,163,184,237],"May":[21],"2024.":[22],"An":[23],"initial":[24],"search":[25],"yielded":[26],"756":[27],"articles,":[28],"which":[29],"were":[30],"narrowed":[31],"down":[32],"to":[33,112,139,175,179,191,240],"23":[34],"(including":[35],"5":[36],"from":[37],"snowballing)":[38],"after":[39],"applying":[40],"strict":[41],"selection":[42],"quality":[44],"criteria.":[45],"Focusing":[46],"publication":[49],"trends,":[50],"instructional":[51],"content,":[52],"pedagogical":[53],"strategies,":[54],"educational":[55],"tools,":[56,231],"student":[58],"experiences,":[59,134],"the":[60,70,114,192,209,217],"findings":[61],"highlight":[62],"growing":[63],"interest":[64],"SMA":[66,128,199,242],"education,":[67],"especially":[68],"Global":[71],"North.":[72],"However,":[73],"most":[74],"concentrates":[76],"middle":[78],"school":[79],"students,":[80],"with":[81,246],"a":[82],"notable":[83],"gap":[84],"concerning":[85],"younger":[86,235],"children,":[88],"such":[89],"as":[90,168],"those":[91],"primary":[93],"schools.":[94],"The":[95,187],"content":[96],"mainly":[97],"addresses":[98],"privacy,":[99],"data":[100],"collection,":[101],"algorithmic":[102],"functions,":[103],"bias,":[105],"but":[106],"it":[107],"also":[108,189],"suggests":[109],"expanding":[110],"lessons":[111],"include":[113],"societal":[115],"impacts":[116,219],"of":[117,195,211,216],"algorithms,":[118],"including":[119],"political,":[120],"economic,":[121],"healthcare":[123],"implications.":[124],"Educational":[125],"tools":[126],"improve":[127],"learning":[129,165,205],"through":[130],"interactive":[131],"gamified":[133],"yet":[135],"many":[136],"are":[137,166,207],"limited":[138],"classroom":[140],"settings":[141],"do":[143],"not":[144],"sufficiently":[145],"support":[146],"marginalised":[147],"or":[148,151],"vulnerable":[149],"groups,":[150],"children":[152,245],"informal":[154],"non-formal":[156],"environments.":[157],"Pedagogical":[158],"strategies":[159,178,232],"like":[160],"project-based,":[161],"interactive,":[162],"collaborative":[164],"identified":[167],"effective;":[169],"however,":[170],"further":[171],"is":[173],"needed":[174],"adapt":[176],"these":[177],"different":[180],"age":[182],"groups":[183],"cognitive":[185],"abilities.":[186],"points":[190],"underexplored":[193],"role":[194],"parents":[196],"supporting":[198],"at":[201],"home.":[202],"While":[203],"short-term":[204],"outcomes":[206],"positive,":[208],"lack":[210],"longitudinal":[212],"constrains":[214],"understanding":[215],"sustained":[218],"students\u2019":[221],"digital":[222,248],"behaviours.":[223],"Future":[224],"should":[226],"focus":[227],"scalable,":[229],"inclusive":[230],"tailored":[233],"for":[234],"learners,":[236],"long-term":[238],"assessments":[239],"ensure":[241],"equips":[244],"lasting":[247],"skills.":[250]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-11-17T00:00:00"}
