{"id":"https://openalex.org/W4409267131","doi":"https://doi.org/10.1007/s40593-025-00469-7","title":"Investigating the Impact of a Collaborative Conversational Agent on Dialogue Productivity and Knowledge Acquisition","display_name":"Investigating the Impact of a Collaborative Conversational Agent on Dialogue Productivity and Knowledge Acquisition","publication_year":2025,"publication_date":"2025-04-07","ids":{"openalex":"https://openalex.org/W4409267131","doi":"https://doi.org/10.1007/s40593-025-00469-7"},"language":"en","primary_location":{"id":"doi:10.1007/s40593-025-00469-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40593-025-00469-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40593-025-00469-7.pdf","source":{"id":"https://openalex.org/S171267539","display_name":"International Journal of Artificial Intelligence in Education","issn_l":"1560-4292","issn":["1560-4292","1560-4306"],"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":"International Journal of Artificial Intelligence in Education","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/s40593-025-00469-7.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014320176","display_name":"Adelson de Araujo","orcid":"https://orcid.org/0000-0002-4219-1955"},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Adelson de Araujo","raw_affiliation_strings":["Department of Learning, Data analytics and Technology, Faculty of Behavioral, Management and Social Sciences, University of Twente, PO Box 217, Enschede, 7500 AE, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Learning, Data analytics and Technology, Faculty of Behavioral, Management and Social Sciences, University of Twente, PO Box 217, Enschede, 7500 AE, The Netherlands","institution_ids":["https://openalex.org/I94624287"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058883700","display_name":"Pantelis M. Papadopoulos","orcid":"https://orcid.org/0000-0002-1527-5483"},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Pantelis M. Papadopoulos","raw_affiliation_strings":["Department of Learning, Data analytics and Technology, Faculty of Behavioral, Management and Social Sciences, University of Twente, PO Box 217, Enschede, 7500 AE, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Learning, Data analytics and Technology, Faculty of Behavioral, Management and Social Sciences, University of Twente, PO Box 217, Enschede, 7500 AE, The Netherlands","institution_ids":["https://openalex.org/I94624287"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077994728","display_name":"Susan McKenney","orcid":"https://orcid.org/0000-0002-6028-4098"},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Susan McKenney","raw_affiliation_strings":["Department of Learning, Data analytics and Technology, Faculty of Behavioral, Management and Social Sciences, University of Twente, PO Box 217, Enschede, 7500 AE, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Learning, Data analytics and Technology, Faculty of Behavioral, Management and Social Sciences, University of Twente, PO Box 217, Enschede, 7500 AE, The Netherlands","institution_ids":["https://openalex.org/I94624287"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019196767","display_name":"Ton de Jong","orcid":"https://orcid.org/0000-0003-0416-4304"},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Ton de Jong","raw_affiliation_strings":["Department of Learning, Data analytics and Technology, Faculty of Behavioral, Management and Social Sciences, University of Twente, PO Box 217, Enschede, 7500 AE, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Learning, Data analytics and Technology, Faculty of Behavioral, Management and Social Sciences, University of Twente, PO Box 217, Enschede, 7500 AE, The Netherlands","institution_ids":["https://openalex.org/I94624287"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5014320176"],"corresponding_institution_ids":["https://openalex.org/I94624287"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2790},"apc_paid":{"value":2190,"currency":"EUR","value_usd":2790},"fwci":16.7355,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.9893225,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"35","issue":"4","first_page":"2254","last_page":"2280"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9987999796867371,"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":0.9987999796867371,"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/T12128","display_name":"AI in Service Interactions","score":0.9987999796867371,"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"}},{"id":"https://openalex.org/T12031","display_name":"Speech and dialogue systems","score":0.9939000010490417,"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/productivity","display_name":"Productivity","score":0.7772523164749146},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5851597189903259},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.5295558571815491},{"id":"https://openalex.org/keywords/educational-technology","display_name":"Educational technology","score":0.5138645172119141},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3640802204608917},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.33270519971847534},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.234350323677063},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2150067389011383}],"concepts":[{"id":"https://openalex.org/C204983608","wikidata":"https://www.wikidata.org/wiki/Q2111958","display_name":"Productivity","level":2,"score":0.7772523164749146},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5851597189903259},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.5295558571815491},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.5138645172119141},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3640802204608917},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.33270519971847534},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.234350323677063},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2150067389011383},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s40593-025-00469-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40593-025-00469-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40593-025-00469-7.pdf","source":{"id":"https://openalex.org/S171267539","display_name":"International Journal of Artificial Intelligence in Education","issn_l":"1560-4292","issn":["1560-4292","1560-4306"],"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":"International Journal of Artificial Intelligence in Education","raw_type":"journal-article"},{"id":"pmh:oai:ris.utwente.nl:publications/45664831-b65e-421b-bab1-37216dcde492","is_oa":true,"landing_page_url":"https://research.utwente.nl/en/publications/45664831-b65e-421b-bab1-37216dcde492","pdf_url":"https://ris.utwente.nl/ws/files/498375596/s40593-025-00469-7.pdf","source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","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","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"de Araujo, A, Papadopoulos, P M, McKenney, S & de Jong, T 2025, 'Investigating the Impact of a Collaborative Conversational Agent on Dialogue Productivity and Knowledge Acquisition', International journal of artificial intelligence in education, vol. 35, no. 4, pp. 2254-2280. https://doi.org/10.1007/s40593-025-00469-7","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"doi:10.1007/s40593-025-00469-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40593-025-00469-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40593-025-00469-7.pdf","source":{"id":"https://openalex.org/S171267539","display_name":"International Journal of Artificial Intelligence in Education","issn_l":"1560-4292","issn":["1560-4292","1560-4306"],"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":"International Journal of Artificial Intelligence in Education","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4409267131.pdf","grobid_xml":"https://content.openalex.org/works/W4409267131.grobid-xml"},"referenced_works_count":57,"referenced_works":["https://openalex.org/W1487272748","https://openalex.org/W1557909786","https://openalex.org/W1944949708","https://openalex.org/W1973309770","https://openalex.org/W1982464953","https://openalex.org/W1998827834","https://openalex.org/W2014858765","https://openalex.org/W2019566340","https://openalex.org/W2033911879","https://openalex.org/W2039031214","https://openalex.org/W2051211166","https://openalex.org/W2061449426","https://openalex.org/W2065443038","https://openalex.org/W2081019412","https://openalex.org/W2091552421","https://openalex.org/W2100970477","https://openalex.org/W2103551218","https://openalex.org/W2106990392","https://openalex.org/W2108617939","https://openalex.org/W2114509888","https://openalex.org/W2131934182","https://openalex.org/W2144282840","https://openalex.org/W2152151430","https://openalex.org/W2267754083","https://openalex.org/W2268180127","https://openalex.org/W2268628017","https://openalex.org/W2542203981","https://openalex.org/W2556236082","https://openalex.org/W2560140854","https://openalex.org/W2584442611","https://openalex.org/W2745587361","https://openalex.org/W2809081170","https://openalex.org/W2914785773","https://openalex.org/W2918779438","https://openalex.org/W2938991962","https://openalex.org/W2961915345","https://openalex.org/W3001106379","https://openalex.org/W3083371280","https://openalex.org/W3119919223","https://openalex.org/W4210607894","https://openalex.org/W4220717796","https://openalex.org/W4238213958","https://openalex.org/W4243675805","https://openalex.org/W4307905568","https://openalex.org/W4313897931","https://openalex.org/W4319790168","https://openalex.org/W4323978698","https://openalex.org/W4380075520","https://openalex.org/W4386625109","https://openalex.org/W4390601929","https://openalex.org/W4392240707","https://openalex.org/W4392681602","https://openalex.org/W4396869797","https://openalex.org/W4400210641","https://openalex.org/W4400211136","https://openalex.org/W4403901579","https://openalex.org/W7055321317"],"related_works":["https://openalex.org/W2440403839","https://openalex.org/W599097301","https://openalex.org/W2367677619","https://openalex.org/W1967872488","https://openalex.org/W3162895297","https://openalex.org/W2606830790","https://openalex.org/W2379685433","https://openalex.org/W202636441","https://openalex.org/W2588122185","https://openalex.org/W2962452341"],"abstract_inverted_index":{"Abstract":[0],"While":[1],"teachers":[2],"can":[3],"potentially":[4],"guide":[5],"single":[6],"student-student":[7],"dialogue,":[8],"scaling":[9],"personalized":[10],"guidance":[11],"across":[12],"multiple":[13],"groups":[14],"is":[15],"challenging.":[16],"Collaborative":[17],"Conversational":[18],"Agents":[19],"(CCAs)":[20],"emerge":[21],"as":[22,216],"a":[23,52,57,112,234],"viable":[24],"solution,":[25],"for":[26,228],"example,":[27],"by":[28,127],"utilizing":[29],"learning":[30,60,100,248],"analytics":[31],"to":[32,38,82,119,152,188,213,231],"identify":[33],"patterns":[34],"in":[35,42,56,94,96,194,218,246],"student":[36],"dialogue":[37,73,110,144,202,241],"trigger":[39],"interventions":[40],"grounded":[41],"dialogic":[43],"instructional":[44],"theory.":[45],"This":[46,198],"study":[47],"investigates":[48],"the":[49,103,107,121,195,219],"impact":[50,71,166,237],"of":[51,109,123,143,238],"CCA,":[53],"named":[54],"\u201cClair,\u201d":[55],"collaborative":[58,247],"inquiry":[59],"environment.":[61],"Building":[62],"on":[63,72,102,167,172,240],"prior":[64],"work":[65,230],"with":[66,85,157,182,207],"Clair,":[67],"we":[68,224],"explored":[69],"its":[70],"productivity":[74,203,242],"and":[75,150,155,243],"knowledge":[76,173,214,244],"acquisition.":[77],"Student":[78],"pairs":[79],"were":[80],"assigned":[81],"interact":[83],"either":[84],"Clair":[86,90,139,208],"(treatment)":[87],"or":[88],"without":[89],"(control),":[91],"while":[92],"working":[93],"dyads":[95],"an":[97,165],"inquiry-based":[98],"digital":[99],"environment":[101],"digestive":[104],"system.":[105],"In":[106],"analysis":[108,178],"productivity,":[111,145],"sequential":[113],"pattern":[114],"mining":[115],"technique":[116],"was":[117,131,175,186],"employed":[118],"measure":[120],"frequency":[122],"key":[124,141],"goals":[125,142],"targeted":[126],"Clair.":[128],"Knowledge":[129],"acquisition":[130,174,215,245],"measured":[132,217],"through":[133],"post-tests.":[134],"Our":[135],"findings":[136],"revealed":[137],"that":[138,180,201],"promoted":[140],"including:":[146],"sharing":[147],"thoughts;":[148],"orienting":[149],"listening":[151],"one":[153],"another;":[154],"engaging":[156,181],"each":[158,183],"other\u2019s":[159,184],"reasoning,":[160],"but":[161,192],"did":[162,209],"not":[163,210],"have":[164],"deepening":[168],"reasoning.":[169],"No":[170],"effect":[171],"found.":[176],"Correlation":[177],"showed":[179],"reasoning":[185],"related":[187],"students\u2019":[189],"post\u2011test":[190],"scores,":[191],"exclusively":[193],"control":[196],"condition.":[197],"may":[199],"imply":[200],"gains":[204],"from":[205],"interacting":[206],"directly":[211],"transfer":[212],"post\u2011test.":[220],"Following":[221],"these":[222],"outcomes,":[223],"indicate":[225],"possible":[226],"paths":[227],"future":[229],"contribute":[232],"towards":[233],"more":[235],"comprehensive":[236],"CCAs":[239],"environments.":[249]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4}],"updated_date":"2026-04-07T14:57:38.498316","created_date":"2025-10-10T00:00:00"}
