{"id":"https://openalex.org/W7147004806","doi":"https://doi.org/10.1145/3805039","title":"Cognitive Spillover in Human\u2013AI Teams","display_name":"Cognitive Spillover in Human\u2013AI Teams","publication_year":2026,"publication_date":"2026-04-01","ids":{"openalex":"https://openalex.org/W7147004806","doi":"https://doi.org/10.1145/3805039"},"language":"en","primary_location":{"id":"doi:10.1145/3805039","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3805039","pdf_url":null,"source":{"id":"https://openalex.org/S89276529","display_name":"ACM Transactions on Computer-Human Interaction","issn_l":"1073-0516","issn":["1073-0516","1557-7325"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Computer-Human Interaction","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1145/3805039","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085034251","display_name":"Christoph Riedl","orcid":"https://orcid.org/0000-0002-3807-6364"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christoph Riedl","raw_affiliation_strings":["Khoury College of Computer Sciences, Northeastern University, Boston, Massachusetts, USA"],"raw_orcid":"https://orcid.org/0000-0002-3807-6364","affiliations":[{"raw_affiliation_string":"Khoury College of Computer Sciences, Northeastern University, Boston, Massachusetts, USA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085864488","display_name":"Saiph Savage","orcid":"https://orcid.org/0000-0001-9020-8929"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Saiph Savage","raw_affiliation_strings":["Khoury College of Computer Sciences, Northeastern University, Boston, Massachusetts, USA"],"raw_orcid":"https://orcid.org/0000-0001-9020-8929","affiliations":[{"raw_affiliation_string":"Khoury College of Computer Sciences, Northeastern University, Boston, Massachusetts, USA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100025961","display_name":"Josie Zvelebilova","orcid":"https://orcid.org/0009-0002-7190-2768"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Josie Zvelebilova","raw_affiliation_strings":["Khoury College of Computer Sciences, Northeastern University, Boston, Massachusetts, USA"],"raw_orcid":"https://orcid.org/0009-0002-7190-2768","affiliations":[{"raw_affiliation_string":"Khoury College of Computer Sciences, Northeastern University, Boston, Massachusetts, USA","institution_ids":["https://openalex.org/I12912129"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I12912129"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.34729197,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"33","issue":"3","first_page":"1","last_page":"33"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.29589998722076416,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.29589998722076416,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.11140000075101852,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T14350","display_name":"Innovation, Sustainability, Human-Machine Systems","score":0.06930000334978104,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/spillover-effect","display_name":"Spillover effect","score":0.694100022315979},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.6538000106811523},{"id":"https://openalex.org/keywords/mental-model","display_name":"Mental model","score":0.38019999861717224},{"id":"https://openalex.org/keywords/social-relation","display_name":"Social relation","score":0.36000001430511475},{"id":"https://openalex.org/keywords/affect","display_name":"Affect (linguistics)","score":0.3474000096321106},{"id":"https://openalex.org/keywords/social-cognition","display_name":"Social cognition","score":0.32820001244544983}],"concepts":[{"id":"https://openalex.org/C55527203","wikidata":"https://www.wikidata.org/wiki/Q334194","display_name":"Spillover effect","level":2,"score":0.694100022315979},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.6538000106811523},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.6255999803543091},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.5911999940872192},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.512499988079071},{"id":"https://openalex.org/C2982912361","wikidata":"https://www.wikidata.org/wiki/Q1851867","display_name":"Mental model","level":2,"score":0.38019999861717224},{"id":"https://openalex.org/C130064352","wikidata":"https://www.wikidata.org/wiki/Q853725","display_name":"Social relation","level":2,"score":0.36000001430511475},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.3474000096321106},{"id":"https://openalex.org/C86658582","wikidata":"https://www.wikidata.org/wiki/Q1432778","display_name":"Social cognition","level":3,"score":0.32820001244544983},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.289000004529953},{"id":"https://openalex.org/C11671645","wikidata":"https://www.wikidata.org/wiki/Q5054567","display_name":"Causal model","level":2,"score":0.2768000066280365},{"id":"https://openalex.org/C150681269","wikidata":"https://www.wikidata.org/wiki/Q2380771","display_name":"Cognitive style","level":3,"score":0.27489998936653137},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.27459999918937683},{"id":"https://openalex.org/C2992801459","wikidata":"https://www.wikidata.org/wiki/Q223642","display_name":"Interpersonal interaction","level":2,"score":0.26589998602867126}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3805039","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3805039","pdf_url":null,"source":{"id":"https://openalex.org/S89276529","display_name":"ACM Transactions on Computer-Human Interaction","issn_l":"1073-0516","issn":["1073-0516","1557-7325"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Computer-Human Interaction","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3805039","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3805039","pdf_url":null,"source":{"id":"https://openalex.org/S89276529","display_name":"ACM Transactions on Computer-Human Interaction","issn_l":"1073-0516","issn":["1073-0516","1557-7325"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Computer-Human Interaction","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6276933550834656,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":90,"referenced_works":["https://openalex.org/W582628586","https://openalex.org/W1503910673","https://openalex.org/W1964951887","https://openalex.org/W1974911679","https://openalex.org/W1975176304","https://openalex.org/W1991015565","https://openalex.org/W1991044014","https://openalex.org/W1998021300","https://openalex.org/W2001468398","https://openalex.org/W2002012762","https://openalex.org/W2016540947","https://openalex.org/W2016986418","https://openalex.org/W2022194882","https://openalex.org/W2023167520","https://openalex.org/W2024509488","https://openalex.org/W2026272086","https://openalex.org/W2056684507","https://openalex.org/W2060375285","https://openalex.org/W2072606289","https://openalex.org/W2078845431","https://openalex.org/W2093385461","https://openalex.org/W2094938541","https://openalex.org/W2103942931","https://openalex.org/W2106701811","https://openalex.org/W2108681472","https://openalex.org/W2109682840","https://openalex.org/W2110276428","https://openalex.org/W2110930288","https://openalex.org/W2118866449","https://openalex.org/W2130703925","https://openalex.org/W2140910804","https://openalex.org/W2147154374","https://openalex.org/W2153791616","https://openalex.org/W2156274117","https://openalex.org/W2159398820","https://openalex.org/W2159423088","https://openalex.org/W2164273141","https://openalex.org/W2165113252","https://openalex.org/W2167956560","https://openalex.org/W2495533654","https://openalex.org/W2594438312","https://openalex.org/W2604781094","https://openalex.org/W2606870048","https://openalex.org/W2770836081","https://openalex.org/W2796185653","https://openalex.org/W2800259680","https://openalex.org/W2984353433","https://openalex.org/W3013998503","https://openalex.org/W3015810654","https://openalex.org/W3088143009","https://openalex.org/W3093840653","https://openalex.org/W3125502260","https://openalex.org/W3154553588","https://openalex.org/W3163271954","https://openalex.org/W3193757189","https://openalex.org/W3198699437","https://openalex.org/W3201195645","https://openalex.org/W3201555633","https://openalex.org/W3202191909","https://openalex.org/W4200195738","https://openalex.org/W4200327198","https://openalex.org/W4205928526","https://openalex.org/W4206735990","https://openalex.org/W4206946442","https://openalex.org/W4213145388","https://openalex.org/W4213435830","https://openalex.org/W4224105048","https://openalex.org/W4230065791","https://openalex.org/W4236544382","https://openalex.org/W4249803144","https://openalex.org/W4253676695","https://openalex.org/W4281718613","https://openalex.org/W4288080268","https://openalex.org/W4288084733","https://openalex.org/W4288086169","https://openalex.org/W4311484962","https://openalex.org/W4323841539","https://openalex.org/W4381052613","https://openalex.org/W4383744587","https://openalex.org/W4386296318","https://openalex.org/W4387329047","https://openalex.org/W4389913593","https://openalex.org/W4393231238","https://openalex.org/W4396780476","https://openalex.org/W4396802968","https://openalex.org/W4398953393","https://openalex.org/W4403429068","https://openalex.org/W4407142724","https://openalex.org/W4409126354","https://openalex.org/W4409921453"],"related_works":[],"abstract_inverted_index":{"AI":[0,26,54,61,65,109],"is":[1],"not":[2,73],"only":[3,74],"a":[4,105,111],"neutral":[5],"tool":[6],"in":[7],"team":[8],"settings;":[9],"it":[10],"influence":[11],"the":[12,63,98,119],"social":[13,42],"and":[14,41,53,87],"cognitive":[15],"fabric":[16],"of":[17],"collaboration.":[18],"Across":[19],"two":[20],"randomized":[21],"experiments,":[22],"we":[23],"demonstrate":[24],"that":[25,57],"exposure":[27,59],"produces":[28],"causal":[29],"spillover":[30,45],"into":[31],"human\u2013human":[32],"interaction\u2014affecting":[33],"shared":[34,38],"language,":[35],"collective":[36],"attention,":[37],"mental":[39],"models,":[40],"cohesion.":[43],"These":[44],"effects":[46,116],"occur":[47],"robustly":[48],"across":[49],"settings,":[50],"modalities,":[51],"tasks,":[52],"qualities,":[55],"suggesting":[56],"mere":[58],"to":[60,91,107],"drives":[62],"influence.":[64],"functions":[66],"as":[67,104,110],"an":[68],"implicit":[69],"\u201csocial":[70],"forcefield,\u201d":[71],"influencing":[72],"how":[75,80,88],"people":[76],"speak,":[77],"but":[78],"also":[79],"they":[81,84,89],"think,":[82],"what":[83],"attend":[85],"to,":[86],"relate":[90],"each":[92],"other.":[93],"We":[94],"argue":[95],"for":[96],"shifting":[97],"design":[99],"paradigm":[100],"from":[101],"optimizing":[102],"\u201cAI":[103],"tool\u201d":[106],"understanding":[108],"socially":[112],"influential":[113],"actor":[114],"whose":[115],"extend":[117],"beyond":[118],"human\u2013AI":[120],"interface.":[121]},"counts_by_year":[],"updated_date":"2026-06-17T06:14:20.161405","created_date":"2026-04-02T00:00:00"}