{"id":"https://openalex.org/W4378364878","doi":"https://doi.org/10.1109/thms.2023.3274916","title":"Human\u2013Machine Cooperative Decision Making Outperforms Individualism and Autonomy","display_name":"Human\u2013Machine Cooperative Decision Making Outperforms Individualism and Autonomy","publication_year":2023,"publication_date":"2023-05-26","ids":{"openalex":"https://openalex.org/W4378364878","doi":"https://doi.org/10.1109/thms.2023.3274916"},"language":"en","primary_location":{"id":"doi:10.1109/thms.2023.3274916","is_oa":false,"landing_page_url":"https://doi.org/10.1109/thms.2023.3274916","pdf_url":null,"source":{"id":"https://openalex.org/S2476799526","display_name":"IEEE Transactions on Human-Machine Systems","issn_l":"2168-2291","issn":["2168-2291","2168-2305"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Human-Machine Systems","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/A5000298817","display_name":"Simon Rothfu\u00df","orcid":"https://orcid.org/0000-0003-3395-2510"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Simon Rothfu\u00df","raw_affiliation_strings":["Institute of Control Systems, Karlsruhe Institute of Technology, Karlsruhe, Germany"],"raw_orcid":"https://orcid.org/0000-0003-3395-2510","affiliations":[{"raw_affiliation_string":"Institute of Control Systems, Karlsruhe Institute of Technology, Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009459875","display_name":"Maximilian W\u00f6rner","orcid":"https://orcid.org/0000-0002-4376-898X"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Maximilian W\u00f6rner","raw_affiliation_strings":["Institute of Control Systems, Karlsruhe Institute of Technology, Karlsruhe, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Control Systems, Karlsruhe Institute of Technology, Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050017097","display_name":"Jairo Inga","orcid":"https://orcid.org/0000-0001-6554-9457"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jairo Inga","raw_affiliation_strings":["Institute of Control Systems, Karlsruhe Institute of Technology, Karlsruhe, Germany"],"raw_orcid":"https://orcid.org/0000-0001-6554-9457","affiliations":[{"raw_affiliation_string":"Institute of Control Systems, Karlsruhe Institute of Technology, Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062726358","display_name":"Andrea Kiesel","orcid":"https://orcid.org/0000-0001-5564-010X"},"institutions":[{"id":"https://openalex.org/I161046081","display_name":"University of Freiburg","ror":"https://ror.org/0245cg223","country_code":"DE","type":"education","lineage":["https://openalex.org/I161046081"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andrea Kiesel","raw_affiliation_strings":["Department of Psychology, University of Freiburg, Freiburg, Germany"],"raw_orcid":"https://orcid.org/0000-0001-5564-010X","affiliations":[{"raw_affiliation_string":"Department of Psychology, University of Freiburg, Freiburg, Germany","institution_ids":["https://openalex.org/I161046081"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040502908","display_name":"S\u00f6ren Hohmann","orcid":"https://orcid.org/0000-0002-4170-1431"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"S\u00f6ren Hohmann","raw_affiliation_strings":["Institute of Control Systems, Karlsruhe Institute of Technology, Karlsruhe, Germany"],"raw_orcid":"https://orcid.org/0000-0002-4170-1431","affiliations":[{"raw_affiliation_string":"Institute of Control Systems, Karlsruhe Institute of Technology, Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5000298817"],"corresponding_institution_ids":["https://openalex.org/I102335020"],"apc_list":null,"apc_paid":null,"fwci":3.8916,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.93254478,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"53","issue":"4","first_page":"761","last_page":"770"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.9861999750137329,"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"}},"topics":[{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.9861999750137329,"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"}},{"id":"https://openalex.org/T11997","display_name":"Free Will and Agency","score":0.9506999850273132,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9150000214576721,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/negotiation","display_name":"Negotiation","score":0.7671622037887573},{"id":"https://openalex.org/keywords/autonomy","display_name":"Autonomy","score":0.6127107739448547},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6063327193260193},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.5881064534187317},{"id":"https://openalex.org/keywords/human\u2013machine-system","display_name":"Human\u2013machine system","score":0.5435696244239807},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.541034460067749},{"id":"https://openalex.org/keywords/group-decision-making","display_name":"Group decision-making","score":0.49686887860298157},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43450066447257996},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.42489850521087646},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3802039325237274},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.36660659313201904},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3445679247379303},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32835423946380615},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19331076741218567},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.1745917797088623},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.14933061599731445},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.07613328099250793}],"concepts":[{"id":"https://openalex.org/C199776023","wikidata":"https://www.wikidata.org/wiki/Q202875","display_name":"Negotiation","level":2,"score":0.7671622037887573},{"id":"https://openalex.org/C65414064","wikidata":"https://www.wikidata.org/wiki/Q484105","display_name":"Autonomy","level":2,"score":0.6127107739448547},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6063327193260193},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.5881064534187317},{"id":"https://openalex.org/C146047270","wikidata":"https://www.wikidata.org/wiki/Q469666","display_name":"Human\u2013machine system","level":2,"score":0.5435696244239807},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.541034460067749},{"id":"https://openalex.org/C20701700","wikidata":"https://www.wikidata.org/wiki/Q388791","display_name":"Group decision-making","level":2,"score":0.49686887860298157},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43450066447257996},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.42489850521087646},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3802039325237274},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.36660659313201904},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3445679247379303},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32835423946380615},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19331076741218567},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.1745917797088623},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14933061599731445},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.07613328099250793},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/thms.2023.3274916","is_oa":false,"landing_page_url":"https://doi.org/10.1109/thms.2023.3274916","pdf_url":null,"source":{"id":"https://openalex.org/S2476799526","display_name":"IEEE Transactions on Human-Machine Systems","issn_l":"2168-2291","issn":["2168-2291","2168-2305"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Human-Machine Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1560729591","https://openalex.org/W1689286993","https://openalex.org/W1968199746","https://openalex.org/W1976479325","https://openalex.org/W1990845209","https://openalex.org/W2038581140","https://openalex.org/W2042135873","https://openalex.org/W2093847762","https://openalex.org/W2101250586","https://openalex.org/W2123179704","https://openalex.org/W2138863509","https://openalex.org/W2139512434","https://openalex.org/W2169513627","https://openalex.org/W2174896420","https://openalex.org/W2554260549","https://openalex.org/W2739892449","https://openalex.org/W2783282453","https://openalex.org/W2973451050","https://openalex.org/W2975131803","https://openalex.org/W3111629756","https://openalex.org/W3119253923","https://openalex.org/W3126116453","https://openalex.org/W3153551599","https://openalex.org/W3168308442","https://openalex.org/W4247128285","https://openalex.org/W6633724138","https://openalex.org/W6680733882","https://openalex.org/W6680774810"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W2383187265","https://openalex.org/W4306674287","https://openalex.org/W2124285998","https://openalex.org/W3213382954","https://openalex.org/W1984162858","https://openalex.org/W168471976","https://openalex.org/W206403711","https://openalex.org/W4236331402","https://openalex.org/W2034702611"],"abstract_inverted_index":{"The":[0,93],"experiment":[1,124],"reported":[2],"in":[3,27,105,116,150],"this":[4],"article":[5],"provides":[6],"a":[7,33],"first":[8],"experimental":[9,35],"evaluation":[10],"of":[11,23,72,90,100,107,154],"human\u2013machine":[12,91,156],"cooperation":[13,147],"on":[14,20,54,86,129,135],"decision":[15,74,130],"level:":[16,137],"It":[17,138],"explicitly":[18],"focuses":[19],"the":[21,87,101,120,123,126],"interaction":[22],"human":[24,114],"and":[25,64,67,117,149],"machine":[26],"cooperative":[28,55,73,109],"decision-making":[29,56],"situations":[30],"for":[31,69],"which":[32],"suitable":[34],"design":[36,143],"is":[37,81],"introduced.":[38],"Furthermore,":[39],"it":[40],"challenges":[41],"conventional":[42],"leader\u2013follower":[43],"approaches":[44,85],"by":[45,83],"comparing":[46],"them":[47],"to":[48,142,152],"newly":[49],"proposed":[50,102],"automation":[51,103],"designs":[52,104],"based":[53],"models.":[57],"These":[58],"models":[59,153],"originate":[60],"from":[61],"negotiation":[62],"theory":[63,66],"game":[65],"allow":[68],"an":[70,97],"investigation":[71],"making":[75],"between":[76],"equal":[77,146],"partners.":[78],"This":[79],"equality":[80],"motivated":[82],"similar":[84],"action":[88,136],"level":[89,131],"cooperation.":[92,121,157],"experiment's":[94],"results":[95],"indicate":[96],"added":[98],"value":[99],"terms":[106],"objective":[108],"performance":[110],"as":[111,113,132,145],"well":[112],"trust":[115],"satisfaction":[118],"with":[119],"Hence,":[122],"yields":[125],"same":[127],"insight":[128],"already":[133],"observed":[134],"may":[139],"be":[140],"beneficial":[141],"machines":[144],"partners":[148],"accordance":[151],"emancipated":[155]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}