{"id":"https://openalex.org/W4205190467","doi":"https://doi.org/10.1080/10494820.2022.2027457","title":"Roles, applications, and trends of concept map-supported learning: a systematic review and bibliometric analysis of publications from 1992 to 2020 in selected educational technology journals","display_name":"Roles, applications, and trends of concept map-supported learning: a systematic review and bibliometric analysis of publications from 1992 to 2020 in selected educational technology journals","publication_year":2022,"publication_date":"2022-01-18","ids":{"openalex":"https://openalex.org/W4205190467","doi":"https://doi.org/10.1080/10494820.2022.2027457"},"language":"en","primary_location":{"id":"doi:10.1080/10494820.2022.2027457","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10494820.2022.2027457","pdf_url":null,"source":{"id":"https://openalex.org/S90466346","display_name":"Interactive Learning Environments","issn_l":"1049-4820","issn":["1049-4820","1744-5191"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interactive Learning Environments","raw_type":"journal-article"},"type":"review","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/A5059578096","display_name":"Chun\u2010Chun Chang","orcid":"https://orcid.org/0000-0002-8040-3699"},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chun-Chun Chang","raw_affiliation_strings":["Graduate Institute of Digital Learning and Education, National Taiwan University of Science and Technology, Taipei, Taiwan","Nursing Department, Saint Paul's Hospital, Taiwan, Republic of China"],"affiliations":[{"raw_affiliation_string":"Graduate Institute of Digital Learning and Education, National Taiwan University of Science and Technology, Taipei, Taiwan","institution_ids":["https://openalex.org/I154864474"]},{"raw_affiliation_string":"Nursing Department, Saint Paul's Hospital, Taiwan, Republic of China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049547394","display_name":"Gwo\u2010Jen Hwang","orcid":"https://orcid.org/0000-0001-5155-276X"},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Gwo-Jen Hwang","raw_affiliation_strings":["Graduate Institute of Digital Learning and Education, National Taiwan University of Science and Technology, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Graduate Institute of Digital Learning and Education, National Taiwan University of Science and Technology, Taipei, Taiwan","institution_ids":["https://openalex.org/I154864474"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082024598","display_name":"Yun\u2010Fang Tu","orcid":"https://orcid.org/0000-0001-6261-3003"},"institutions":[{"id":"https://openalex.org/I114150738","display_name":"Fu Jen Catholic University","ror":"https://ror.org/04je98850","country_code":"TW","type":"education","lineage":["https://openalex.org/I114150738"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yun-Fang Tu","raw_affiliation_strings":["Department of Library and Information Science, Research and Development Center for Physical Education, Health, and Information Technology, Fu Jen Catholic University, New Taipei City, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Library and Information Science, Research and Development Center for Physical Education, Health, and Information Technology, Fu Jen Catholic University, New Taipei City, Taiwan","institution_ids":["https://openalex.org/I114150738"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5049547394"],"corresponding_institution_ids":["https://openalex.org/I154864474"],"apc_list":null,"apc_paid":null,"fwci":11.7986,"has_fulltext":false,"cited_by_count":39,"citation_normalized_percentile":{"value":0.98519991,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"31","issue":"9","first_page":"5995","last_page":"6016"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11370","display_name":"Mobile Learning in Education","score":0.9983000159263611,"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"}},"topics":[{"id":"https://openalex.org/T11370","display_name":"Mobile Learning in Education","score":0.9983000159263611,"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/T14025","display_name":"Educational Technology and Assessment","score":0.9879999756813049,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9702000021934509,"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/bibliometrics","display_name":"Bibliometrics","score":0.570867121219635},{"id":"https://openalex.org/keywords/educational-technology","display_name":"Educational technology","score":0.5480012893676758},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4786580801010132},{"id":"https://openalex.org/keywords/educational-research","display_name":"Educational research","score":0.43020322918891907},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4186331033706665},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.34442901611328125},{"id":"https://openalex.org/keywords/library-science","display_name":"Library science","score":0.2424311637878418},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1965808868408203}],"concepts":[{"id":"https://openalex.org/C178315738","wikidata":"https://www.wikidata.org/wiki/Q603441","display_name":"Bibliometrics","level":2,"score":0.570867121219635},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.5480012893676758},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4786580801010132},{"id":"https://openalex.org/C36727532","wikidata":"https://www.wikidata.org/wiki/Q861399","display_name":"Educational research","level":2,"score":0.43020322918891907},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4186331033706665},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.34442901611328125},{"id":"https://openalex.org/C161191863","wikidata":"https://www.wikidata.org/wiki/Q199655","display_name":"Library science","level":1,"score":0.2424311637878418},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1965808868408203}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/10494820.2022.2027457","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10494820.2022.2027457","pdf_url":null,"source":{"id":"https://openalex.org/S90466346","display_name":"Interactive Learning Environments","issn_l":"1049-4820","issn":["1049-4820","1744-5191"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interactive Learning Environments","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322795","display_name":"Ministry of Science and Technology, Taiwan","ror":"https://ror.org/02kv4zf79"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":69,"referenced_works":["https://openalex.org/W1579297732","https://openalex.org/W1594727203","https://openalex.org/W1929229154","https://openalex.org/W1947644038","https://openalex.org/W1974791723","https://openalex.org/W1978096905","https://openalex.org/W1982195405","https://openalex.org/W1997714375","https://openalex.org/W2016617906","https://openalex.org/W2034765131","https://openalex.org/W2045949276","https://openalex.org/W2049405906","https://openalex.org/W2059708448","https://openalex.org/W2068690371","https://openalex.org/W2072563128","https://openalex.org/W2077588703","https://openalex.org/W2096504954","https://openalex.org/W2099211852","https://openalex.org/W2099966724","https://openalex.org/W2102187095","https://openalex.org/W2114254218","https://openalex.org/W2119455182","https://openalex.org/W2128371014","https://openalex.org/W2134833483","https://openalex.org/W2164859174","https://openalex.org/W2168058180","https://openalex.org/W2195377136","https://openalex.org/W2226714409","https://openalex.org/W2234322796","https://openalex.org/W2343204975","https://openalex.org/W2410051928","https://openalex.org/W2508079283","https://openalex.org/W2529904633","https://openalex.org/W2535097333","https://openalex.org/W2584442611","https://openalex.org/W2594086771","https://openalex.org/W2603090530","https://openalex.org/W2611403557","https://openalex.org/W2614640353","https://openalex.org/W2620620634","https://openalex.org/W2742362366","https://openalex.org/W2756389329","https://openalex.org/W2798601366","https://openalex.org/W2801240769","https://openalex.org/W2807842649","https://openalex.org/W2807921793","https://openalex.org/W2898725162","https://openalex.org/W2948693641","https://openalex.org/W2949109425","https://openalex.org/W2953730302","https://openalex.org/W2966096394","https://openalex.org/W2968007757","https://openalex.org/W2974193858","https://openalex.org/W2974892179","https://openalex.org/W2995471224","https://openalex.org/W3001511395","https://openalex.org/W3014471176","https://openalex.org/W3015749298","https://openalex.org/W3032071922","https://openalex.org/W3037531578","https://openalex.org/W3049174786","https://openalex.org/W3081269768","https://openalex.org/W3087050771","https://openalex.org/W3099139572","https://openalex.org/W3104482565","https://openalex.org/W3110723991","https://openalex.org/W3152691140","https://openalex.org/W4250461442","https://openalex.org/W6730126858"],"related_works":["https://openalex.org/W4386031268","https://openalex.org/W2125982917","https://openalex.org/W2294191624","https://openalex.org/W2885845152","https://openalex.org/W2264078859","https://openalex.org/W3181833980","https://openalex.org/W2289475868","https://openalex.org/W1966292735","https://openalex.org/W2517956086","https://openalex.org/W2948509443"],"abstract_inverted_index":{"This":[0],"study":[1],"investigates":[2],"the":[3,15,26,47,58,63,95,136],"roles,":[4],"applications,":[5],"and":[6,49,79,88,103,106,116,158,176,194],"trends":[7],"of":[8,28,32,138,149,185],"concept":[9,29,72,80],"map-supported":[10],"education":[11],"(CMSE)":[12],"by":[13,101,127],"reviewing":[14],"studies":[16,153],"published":[17],"from":[18],"1992":[19],"to":[20,84],"2020.":[21],"Several":[22],"dimensions,":[23],"such":[24],"as":[25,44,46,172,174,189],"media":[27],"maps,":[30],"roles":[31],"concepts,":[33],"sample":[34],"groups,":[35],"research":[36,42,91,150,184],"methods,":[37],"application":[38],"domains,":[39],"learning":[40,60,82,86,143],"contexts,":[41],"foci,":[43,151],"well":[45,173],"citation":[48],"co-citation":[50],"relationships,":[51],"are":[52,122,187],"taken":[53],"into":[54],"account":[55],"based":[56],"on":[57,94,165],"technology-based":[59],"model.":[61],"From":[62],"review":[64],"results,":[65],"two":[66],"thematic":[67],"clusters":[68],"were":[69],"found,":[70],"namely":[71],"map-facilitated":[73],"knowledge":[74],"construction":[75],"in":[76,97,111,140],"collaborative":[77],"learning,":[78],"map-based":[81],"design":[83],"improve":[85],"achievement":[87],"motivation.":[89],"The":[90],"focused":[92],"more":[93,152],"applications":[96,139],"engineering":[98],"courses,":[99,105],"followed":[100,126],"science":[102],"language":[104],"potential":[107],"was":[108,133,163],"also":[109],"found":[110,134],"arts,":[112],"business":[113],"or":[114],"management,":[115],"mathematics.":[117],"Learning":[118],"contexts":[119,144],"for":[120,182,192],"CMSE":[121,186],"mainly":[123],"in-class":[124],"activities,":[125],"online":[128],"discussion":[129],"activities;":[130],"moreover,":[131],"it":[132],"that":[135],"number":[137],"digital":[141],"game-based":[142],"is":[145],"increasing.":[146],"In":[147],"terms":[148],"investigated":[154],"learners\u2019":[155,167],"performance,":[156],"attitude/motivation,":[157],"perceptions,":[159],"while":[160],"less":[161],"emphasis":[162],"put":[164],"developing":[166],"skills,":[168],"higher":[169],"order":[170],"thinking,":[171],"collaboration":[175],"communication":[177],"competences.":[178],"Accordingly,":[179],"several":[180],"suggestions":[181],"future":[183],"provided":[188],"a":[190],"reference":[191],"researchers":[193],"policy":[195],"makers.":[196]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":4}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}