{"id":"https://openalex.org/W4407221933","doi":"https://doi.org/10.1080/10494820.2025.2460583","title":"Capturing patterns of argumentation elements, encountered challenges, and social regulation in collaborative argumentation: an epistemic network analysis study","display_name":"Capturing patterns of argumentation elements, encountered challenges, and social regulation in collaborative argumentation: an epistemic network analysis study","publication_year":2025,"publication_date":"2025-02-06","ids":{"openalex":"https://openalex.org/W4407221933","doi":"https://doi.org/10.1080/10494820.2025.2460583"},"language":"en","primary_location":{"id":"doi:10.1080/10494820.2025.2460583","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10494820.2025.2460583","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","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"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":"article","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/A5053131852","display_name":"Ziqi Mao","orcid":"https://orcid.org/0000-0001-6809-2245"},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziqi Mao","raw_affiliation_strings":["Beijing Normal University","School of Educational Technology, Faculty of Education, Beijing Normal University, Beijing, People's Republic of China"],"raw_orcid":"https://orcid.org/0000-0001-6809-2245","affiliations":[{"raw_affiliation_string":"Beijing Normal University","institution_ids":["https://openalex.org/I25254941"]},{"raw_affiliation_string":"School of Educational Technology, Faculty of Education, Beijing Normal University, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I25254941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100697541","display_name":"Xiaoran Li","orcid":"https://orcid.org/0000-0002-0602-5175"},"institutions":[{"id":"https://openalex.org/I115212828","display_name":"Beijing Language and Culture University","ror":"https://ror.org/03te2zs36","country_code":"CN","type":"education","lineage":["https://openalex.org/I115212828"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoran Li","raw_affiliation_strings":["Beijing Language and Culture University","School of Linguistics and Language Resources, Institute of Linguistic Sciences, Beijing Language and Culture University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Language and Culture University","institution_ids":["https://openalex.org/I115212828"]},{"raw_affiliation_string":"School of Linguistics and Language Resources, Institute of Linguistic Sciences, Beijing Language and Culture University, Beijing, China","institution_ids":["https://openalex.org/I115212828"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100324140","display_name":"Yanyan Li","orcid":"https://orcid.org/0000-0002-8558-5911"},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yanyan Li","raw_affiliation_strings":["Beijing Normal University","School of Educational Technology, Faculty of Education, Beijing Normal University, Beijing, People's Republic of China"],"raw_orcid":"https://orcid.org/0000-0002-8558-5911","affiliations":[{"raw_affiliation_string":"Beijing Normal University","institution_ids":["https://openalex.org/I25254941"]},{"raw_affiliation_string":"School of Educational Technology, Faculty of Education, Beijing Normal University, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I25254941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112856396","display_name":"Jingjing Shao","orcid":null},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingjing Shao","raw_affiliation_strings":["Beijing Normal University","School of Educational Technology, Faculty of Education, Beijing Normal University, Beijing, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Normal University","institution_ids":["https://openalex.org/I25254941"]},{"raw_affiliation_string":"School of Educational Technology, Faculty of Education, Beijing Normal University, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I25254941"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089379439","display_name":"Haogang Bao","orcid":"https://orcid.org/0000-0001-8121-9351"},"institutions":[{"id":"https://openalex.org/I4210091525","display_name":"Shanghai Academy of Educational Sciences","ror":"https://ror.org/00cd2bj23","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210091525"]},{"id":"https://openalex.org/I4210117899","display_name":"National Academy of Education","ror":"https://ror.org/02530bn33","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210117899"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Haogang Bao","raw_affiliation_strings":["the China National Academy of Educational Sciences","Research Center for Basic Education, the China National Academy of Educational Sciences, Beijing, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"the China National Academy of Educational Sciences","institution_ids":["https://openalex.org/I4210091525"]},{"raw_affiliation_string":"Research Center for Basic Education, the China National Academy of Educational Sciences, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I4210117899"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100324140"],"corresponding_institution_ids":["https://openalex.org/I25254941"],"apc_list":null,"apc_paid":null,"fwci":1.7622,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.80527182,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"33","issue":"7","first_page":"4295","last_page":"4308"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9991999864578247,"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"}},"topics":[{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9991999864578247,"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"}},{"id":"https://openalex.org/T12028","display_name":"Knowledge Management and Sharing","score":0.9864000082015991,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"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/T10970","display_name":"Team Dynamics and Performance","score":0.9824000000953674,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social 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/argumentation-theory","display_name":"Argumentation theory","score":0.9463817477226257},{"id":"https://openalex.org/keywords/social-network-analysis","display_name":"Social network analysis","score":0.5721429586410522},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.5031120181083679},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.460726261138916},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3841463327407837},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.371934711933136},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.36664044857025146},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.3340819776058197},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.19485870003700256},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.13167494535446167}],"concepts":[{"id":"https://openalex.org/C65059942","wikidata":"https://www.wikidata.org/wiki/Q270105","display_name":"Argumentation theory","level":2,"score":0.9463817477226257},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.5721429586410522},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.5031120181083679},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.460726261138916},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3841463327407837},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.371934711933136},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.36664044857025146},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3340819776058197},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.19485870003700256},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.13167494535446167},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/10494820.2025.2460583","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10494820.2025.2460583","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","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"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":[{"id":"https://openalex.org/G7167285656","display_name":null,"funder_award_id":"62277006","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1526122805","https://openalex.org/W1977707077","https://openalex.org/W2035955150","https://openalex.org/W2137654724","https://openalex.org/W2279353084","https://openalex.org/W2288426307","https://openalex.org/W2294349845","https://openalex.org/W2563946746","https://openalex.org/W2611007723","https://openalex.org/W2748311166","https://openalex.org/W2762345875","https://openalex.org/W2791226585","https://openalex.org/W2912757658","https://openalex.org/W2972464785","https://openalex.org/W2980265625","https://openalex.org/W3094165474","https://openalex.org/W4280489858","https://openalex.org/W4309728472","https://openalex.org/W4311104704","https://openalex.org/W4386570619","https://openalex.org/W4402440140","https://openalex.org/W6649634600"],"related_works":["https://openalex.org/W4256185029","https://openalex.org/W2141332034","https://openalex.org/W4388437769","https://openalex.org/W2762454042","https://openalex.org/W2064153856","https://openalex.org/W2337488240","https://openalex.org/W52290235","https://openalex.org/W3007362904","https://openalex.org/W4320063274","https://openalex.org/W3151710375"],"abstract_inverted_index":{"Collaborative":[0],"argumentation":[1,15,30,71],"is":[2],"a":[3,69],"crucial":[4],"learning":[5],"activity":[6],"affected":[7],"by":[8],"various":[9],"factors,":[10],"including":[11],"the":[12,49,80,109,112,144,167,181],"use":[13,89,132],"of":[14,54,114,169,177],"elements,":[16],"encountered":[17,100],"challenges,":[18,137],"and":[19,42,52,60,99,125,154,161,174,179],"social":[20,190],"regulation.":[21],"Few":[22],"studies":[23],"examined":[24],"how":[25],"these":[26,55,115],"factors":[27,56,178],"collectively":[28],"impact":[29],"outcomes":[31],"based":[32],"on":[33],"fine-grained":[34],"process":[35],"data.":[36],"This":[37],"research":[38],"employed":[39],"Chi-squared":[40,77],"tests":[41],"epistemic":[43],"network":[44],"analysis":[45],"(ENA)":[46],"to":[47,88,131,135,143,157,172,183,187],"reveal":[48],"different":[50],"frequencies":[51],"patterns":[53,176],"in":[57,111],"4":[58,61],"high-":[59],"low-performing":[62,93,118],"groups.":[63],"The":[64,76,104],"data":[65],"were":[66,140],"derived":[67],"from":[68],"90-minute":[70],"task":[72],"involving":[73],"55":[74],"undergraduates.":[75],"test":[78],"revealed":[79],"frequency":[81],"differences,":[82],"indicating":[83],"that":[84],"high-performing":[85,148],"groups":[86,94,149],"tended":[87],"strong":[90,159],"claims,":[91],"whereas":[92],"typically":[95],"used":[96],"weak":[97,120],"counterclaims/rebuttals":[98,121],"more":[101],"socioemotional":[102,124,133,155],"challenges.":[103,127,163],"ENA":[105,171],"results":[106],"further":[107],"illustrated":[108],"differences":[110],"co-occurrences":[113],"factors.":[116],"In":[117],"groups,":[119],"intertwined":[122],"with":[123],"cognitive":[126,153],"Although":[128],"students":[129],"attempted":[130],"regulations":[134,156],"address":[136],"their":[138],"efforts":[139],"ineffective":[141],"due":[142],"tense":[145],"atmosphere.":[146],"Conversely,":[147],"successfully":[150],"alternated":[151],"between":[152],"formulate":[158],"claims":[160],"overcome":[162],"These":[164],"findings":[165],"highlight":[166],"advantages":[168],"using":[170],"analyze":[173],"compare":[175],"suggest":[180],"need":[182],"design":[184],"educational":[185],"tools":[186],"support":[188],"effective":[189],"regulations.":[191]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-08-15T07:11:24.734988","created_date":"2025-10-10T00:00:00"}
