{"id":"https://openalex.org/W4416378085","doi":"https://doi.org/10.1007/s10758-026-09981-8","title":"Meta-Analysis of Argument Visualization Tools in Higher Education: Examining Effects on Student Achievement and Moderating Factors","display_name":"Meta-Analysis of Argument Visualization Tools in Higher Education: Examining Effects on Student Achievement and Moderating Factors","publication_year":2026,"publication_date":"2026-05-13","ids":{"openalex":"https://openalex.org/W4416378085","doi":"https://doi.org/10.1007/s10758-026-09981-8"},"language":"en","primary_location":{"id":"doi:10.1007/s10758-026-09981-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10758-026-09981-8","pdf_url":null,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Technology, Knowledge and Learning","raw_type":"journal-article"},"type":"review","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.2139/ssrn.5643672","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078799785","display_name":"Michael Pin-Chuan Lin","orcid":"https://orcid.org/0000-0002-7646-7024"},"institutions":[{"id":"https://openalex.org/I179301192","display_name":"Mount Saint Vincent University","ror":"https://ror.org/03g3p3b82","country_code":"CA","type":"education","lineage":["https://openalex.org/I179301192"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Michael Pin-Chuan Lin","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-7646-7024","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084612623","display_name":"Daniel T. Chang","orcid":"https://orcid.org/0000-0003-2760-1554"},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Daniel H. Chang","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-4836-8309","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040631814","display_name":"Vivien Lin","orcid":"https://orcid.org/0000-0002-5795-9429"},"institutions":[{"id":"https://openalex.org/I70522481","display_name":"National Changhua University of Education","ror":"https://ror.org/005gkfa10","country_code":"TW","type":"education","lineage":["https://openalex.org/I70522481"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Vivien Lin","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-5795-9429","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5111062876","display_name":"Jeeho Ryoo","orcid":null},"institutions":[{"id":"https://openalex.org/I32907511","display_name":"Fairleigh Dickinson University","ror":"https://ror.org/04wkzvc75","country_code":"US","type":"education","lineage":["https://openalex.org/I32907511"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeeho Ryoo","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0009-0003-0401-3685","affiliations":[]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00472255,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"31","issue":"2","first_page":"641","last_page":"668"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.17430000007152557,"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":0.17430000007152557,"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/T12070","display_name":"Writing and Handwriting Education","score":0.17000000178813934,"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/T10366","display_name":"Discourse Analysis in Language Studies","score":0.10920000076293945,"subfield":{"id":"https://openalex.org/subfields/1208","display_name":"Literature and Literary Theory"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/argument","display_name":"Argument (complex analysis)","score":0.9049999713897705},{"id":"https://openalex.org/keywords/argumentative","display_name":"Argumentative","score":0.7461000084877014},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5859000086784363},{"id":"https://openalex.org/keywords/argument-map","display_name":"Argument map","score":0.48570001125335693},{"id":"https://openalex.org/keywords/moderation","display_name":"Moderation","score":0.4683000147342682},{"id":"https://openalex.org/keywords/foreign-language","display_name":"Foreign language","score":0.36399999260902405},{"id":"https://openalex.org/keywords/higher-education","display_name":"Higher education","score":0.33480000495910645},{"id":"https://openalex.org/keywords/outcome","display_name":"Outcome (game theory)","score":0.31700000166893005}],"concepts":[{"id":"https://openalex.org/C98184364","wikidata":"https://www.wikidata.org/wiki/Q1780131","display_name":"Argument (complex analysis)","level":2,"score":0.9049999713897705},{"id":"https://openalex.org/C2781306805","wikidata":"https://www.wikidata.org/wiki/Q4789761","display_name":"Argumentative","level":2,"score":0.7461000084877014},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5859000086784363},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.5174999833106995},{"id":"https://openalex.org/C72196577","wikidata":"https://www.wikidata.org/wiki/Q1645946","display_name":"Argument map","level":3,"score":0.48570001125335693},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4794999957084656},{"id":"https://openalex.org/C93225998","wikidata":"https://www.wikidata.org/wiki/Q1941972","display_name":"Moderation","level":2,"score":0.4683000147342682},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3962000012397766},{"id":"https://openalex.org/C114010052","wikidata":"https://www.wikidata.org/wiki/Q150352","display_name":"Foreign language","level":2,"score":0.36399999260902405},{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.33480000495910645},{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.31700000166893005},{"id":"https://openalex.org/C2781206393","wikidata":"https://www.wikidata.org/wiki/Q2748419","display_name":"Academic achievement","level":2,"score":0.3109999895095825},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.30730000138282776},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.3068999946117401},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.29760000109672546},{"id":"https://openalex.org/C203151758","wikidata":"https://www.wikidata.org/wiki/Q3244907","display_name":"Standardized test","level":2,"score":0.28220000863075256},{"id":"https://openalex.org/C511192102","wikidata":"https://www.wikidata.org/wiki/Q5156948","display_name":"Comprehension","level":2,"score":0.2727000117301941},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.2630999982357025},{"id":"https://openalex.org/C2778883600","wikidata":"https://www.wikidata.org/wiki/Q2390977","display_name":"Language proficiency","level":2,"score":0.26190000772476196},{"id":"https://openalex.org/C60048249","wikidata":"https://www.wikidata.org/wiki/Q37437","display_name":"Syntax","level":2,"score":0.2596000134944916},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.2581000030040741},{"id":"https://openalex.org/C105776082","wikidata":"https://www.wikidata.org/wiki/Q617473","display_name":"Likert scale","level":2,"score":0.2558000087738037},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.250900000333786},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.2508000135421753}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10758-026-09981-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10758-026-09981-8","pdf_url":null,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Technology, Knowledge and Learning","raw_type":"journal-article"},{"id":"doi:10.2139/ssrn.5643672","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.5643672","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"}],"best_oa_location":{"id":"doi:10.2139/ssrn.5643672","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.5643672","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5598031162","display_name":null,"funder_award_id":"430-2023-00368","funder_id":"https://openalex.org/F7697234222","funder_display_name":"Social Sciences and Humanities Research Council"},{"id":"https://openalex.org/G5745804276","display_name":null,"funder_award_id":"430-2024-00269","funder_id":"https://openalex.org/F7697234222","funder_display_name":"Social Sciences and Humanities Research Council"}],"funders":[{"id":"https://openalex.org/F7697234222","display_name":"Social Sciences and Humanities Research Council","ror":"https://ror.org/04j5jqy92"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1964435302","https://openalex.org/W1977376846","https://openalex.org/W1981925795","https://openalex.org/W1996450050","https://openalex.org/W2000127967","https://openalex.org/W2004599511","https://openalex.org/W2004713943","https://openalex.org/W2024562167","https://openalex.org/W2033585778","https://openalex.org/W2034640569","https://openalex.org/W2040766195","https://openalex.org/W2045572793","https://openalex.org/W2054178041","https://openalex.org/W2073549381","https://openalex.org/W2082337133","https://openalex.org/W2082952825","https://openalex.org/W2085187548","https://openalex.org/W2089693292","https://openalex.org/W2107328434","https://openalex.org/W2107885267","https://openalex.org/W2110267514","https://openalex.org/W2119728718","https://openalex.org/W2125319565","https://openalex.org/W2148540129","https://openalex.org/W2157823046","https://openalex.org/W2200066249","https://openalex.org/W2277978167","https://openalex.org/W2899963160","https://openalex.org/W2976046889","https://openalex.org/W3191946594","https://openalex.org/W4312983181","https://openalex.org/W4386001659"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-11-19T00:00:00"}
