{"id":"https://openalex.org/W7134811511","doi":"https://doi.org/10.1109/access.2026.3672015","title":"Human\u2013Robot Interaction in the Era of Intelligent Automation \u2013 Economic Implications, Technical Enablers, and Collaborative Value Creation: A Review","display_name":"Human\u2013Robot Interaction in the Era of Intelligent Automation \u2013 Economic Implications, Technical Enablers, and Collaborative Value Creation: A Review","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7134811511","doi":"https://doi.org/10.1109/access.2026.3672015"},"language":"en","primary_location":{"id":"doi:10.1109/access.2026.3672015","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2026.3672015","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2026.3672015","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5070972516","display_name":"Ionel Bostan","orcid":"https://orcid.org/0000-0002-7653-7192"},"institutions":[{"id":"https://openalex.org/I12012874","display_name":"\u015etefan cel Mare University of Suceava","ror":"https://ror.org/035pkj773","country_code":"RO","type":"education","lineage":["https://openalex.org/I12012874"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Ionel Bostan","raw_affiliation_strings":["Stefan cel Mare University of Suceava, Suceava, Romania"],"raw_orcid":"https://orcid.org/0000-0002-7653-7192","affiliations":[{"raw_affiliation_string":"Stefan cel Mare University of Suceava, Suceava, Romania","institution_ids":["https://openalex.org/I12012874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5096348501","display_name":"Cristina Mihaela LAZAR","orcid":null},"institutions":[{"id":"https://openalex.org/I155936010","display_name":"Ovidius University","ror":"https://ror.org/050ccpd76","country_code":"RO","type":"education","lineage":["https://openalex.org/I155936010"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Cristina Mihaela Lazar","raw_affiliation_strings":["Ovidius University of Constan&#x0163;a, Constan&#x0163;a, Romania"],"raw_orcid":"https://orcid.org/0000-0002-5081-5633","affiliations":[{"raw_affiliation_string":"Ovidius University of Constan&#x0163;a, Constan&#x0163;a, Romania","institution_ids":["https://openalex.org/I155936010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128680923","display_name":"Ana Maria Bores","orcid":null},"institutions":[{"id":"https://openalex.org/I12012874","display_name":"\u015etefan cel Mare University of Suceava","ror":"https://ror.org/035pkj773","country_code":"RO","type":"education","lineage":["https://openalex.org/I12012874"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Ana Maria Bores","raw_affiliation_strings":["Stefan cel Mare University of Suceava, Suceava, Romania"],"raw_orcid":"https://orcid.org/0009-0004-6994-3696","affiliations":[{"raw_affiliation_string":"Stefan cel Mare University of Suceava, Suceava, Romania","institution_ids":["https://openalex.org/I12012874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030007576","display_name":"Carmen Todera\u015fcu","orcid":"https://orcid.org/0000-0003-4077-3895"},"institutions":[{"id":"https://openalex.org/I138164181","display_name":"Alexandru Ioan Cuza University","ror":"https://ror.org/022kvet57","country_code":"RO","type":"education","lineage":["https://openalex.org/I138164181"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Carmen Toderascu","raw_affiliation_strings":["Alexandru Ioan Cuza University of Iasi, Ia&#x015F;i, Romania"],"raw_orcid":"https://orcid.org/0000-0003-4077-3895","affiliations":[{"raw_affiliation_string":"Alexandru Ioan Cuza University of Iasi, Ia&#x015F;i, Romania","institution_ids":["https://openalex.org/I138164181"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064324926","display_name":"Nicoleta Asalo\u0219","orcid":"https://orcid.org/0009-0008-9148-8529"},"institutions":[{"id":"https://openalex.org/I155936010","display_name":"Ovidius University","ror":"https://ror.org/050ccpd76","country_code":"RO","type":"education","lineage":["https://openalex.org/I155936010"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Nicoleta Asalos","raw_affiliation_strings":["Ovidius University of Constan&#x0163;a, Constan&#x0163;a, Romania"],"raw_orcid":"https://orcid.org/0009-0008-9148-8529","affiliations":[{"raw_affiliation_string":"Ovidius University of Constan&#x0163;a, Constan&#x0163;a, Romania","institution_ids":["https://openalex.org/I155936010"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22156524,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"14","issue":null,"first_page":"38474","last_page":"38492"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.4645000100135803,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.4645000100135803,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.09160000085830688,"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.04910000041127205,"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/accountability","display_name":"Accountability","score":0.4724000096321106},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.46810001134872437},{"id":"https://openalex.org/keywords/workforce","display_name":"Workforce","score":0.45089998841285706},{"id":"https://openalex.org/keywords/corporate-governance","display_name":"Corporate governance","score":0.4072999954223633},{"id":"https://openalex.org/keywords/conceptual-framework","display_name":"Conceptual framework","score":0.4041000008583069},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.3756999969482422},{"id":"https://openalex.org/keywords/sustainability","display_name":"Sustainability","score":0.32249999046325684},{"id":"https://openalex.org/keywords/productivity","display_name":"Productivity","score":0.3066999912261963}],"concepts":[{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.5209000110626221},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4925999939441681},{"id":"https://openalex.org/C2776007630","wikidata":"https://www.wikidata.org/wiki/Q2798912","display_name":"Accountability","level":2,"score":0.4724000096321106},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.46810001134872437},{"id":"https://openalex.org/C2778139618","wikidata":"https://www.wikidata.org/wiki/Q13440398","display_name":"Workforce","level":2,"score":0.45089998841285706},{"id":"https://openalex.org/C39389867","wikidata":"https://www.wikidata.org/wiki/Q380767","display_name":"Corporate governance","level":2,"score":0.4072999954223633},{"id":"https://openalex.org/C14224292","wikidata":"https://www.wikidata.org/wiki/Q13600188","display_name":"Conceptual framework","level":2,"score":0.4041000008583069},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.3756999969482422},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.34310001134872437},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.32249999046325684},{"id":"https://openalex.org/C204983608","wikidata":"https://www.wikidata.org/wiki/Q2111958","display_name":"Productivity","level":2,"score":0.3066999912261963},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.30469998717308044},{"id":"https://openalex.org/C2779017730","wikidata":"https://www.wikidata.org/wiki/Q5145845","display_name":"Collaborative model","level":2,"score":0.3021000027656555},{"id":"https://openalex.org/C2777705106","wikidata":"https://www.wikidata.org/wiki/Q5145837","display_name":"Collaborative governance","level":3,"score":0.30169999599456787},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.289900004863739},{"id":"https://openalex.org/C2986652750","wikidata":"https://www.wikidata.org/wiki/Q11700776","display_name":"Value creation","level":2,"score":0.2784000039100647},{"id":"https://openalex.org/C2781155252","wikidata":"https://www.wikidata.org/wiki/Q2270945","display_name":"Co-creation","level":2,"score":0.2745000123977661},{"id":"https://openalex.org/C138020889","wikidata":"https://www.wikidata.org/wiki/Q2349659","display_name":"Collaborative learning","level":2,"score":0.2718999981880188},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.26759999990463257},{"id":"https://openalex.org/C2777569040","wikidata":"https://www.wikidata.org/wiki/Q7912749","display_name":"Value capture","level":3,"score":0.25690001249313354}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2026.3672015","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2026.3672015","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b3acb0fc4b8f437b9425dae5013ecf99","is_oa":true,"landing_page_url":"https://doaj.org/article/b3acb0fc4b8f437b9425dae5013ecf99","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 14, Pp 38474-38492 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2026.3672015","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2026.3672015","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"This":[0],"article":[1],"examines":[2],"the":[3,11,21,30,47,75,91,117,174],"evolving":[4],"landscape":[5],"of":[6,13,43,77,123],"Human\u2013Robot":[7],"Interaction":[8],"(HRI)":[9],"in":[10,51,83,154],"era":[12],"intelligent":[14],"automation,":[15],"with":[16,156],"a":[17,120,185],"dual":[18],"focus":[19],"on":[20,39],"technical":[22],"enablers":[23],"that":[24],"shape":[25],"contemporary":[26],"robotic":[27],"systems":[28],"and":[29,57,66,80,102,113,136,144,150,177,189],"economic":[31,89],"implications":[32],"arising":[33],"from":[34,141],"their":[35],"large-scale":[36],"adoption.":[37],"Building":[38],"an":[40,88],"interdisciplinary":[41],"corpus":[42],"recent":[44],"literature":[45],"(2023\u20132025),":[46],"paper":[48,118],"synthesizes":[49],"advances":[50],"collaborative":[52,85,124],"robotics,":[53],"multimodal":[54],"sensing,":[55],"edge":[56],"cloud":[58],"intelligence,":[59],"digital":[60],"twins,":[61],"adaptive":[62],"control,":[63],"reinforcement":[64],"learning,":[65],"large":[67],"language":[68],"model\u2013driven":[69],"interaction":[70],"frameworks.":[71],"These":[72],"developments":[73],"redefine":[74],"boundaries":[76],"autonomy,":[78],"safety,":[79],"shared":[81,131],"decision-making":[82],"human\u2013robot":[84,182],"environments.":[86],"From":[87],"perspective,":[90],"review":[92],"evaluates":[93],"how":[94],"HRI":[95,161],"reshapes":[96],"productivity,":[97],"labor":[98],"allocation,":[99],"skill":[100],"requirements,":[101],"value":[103,125],"distribution":[104],"across":[105],"sectors":[106],"such":[107],"as":[108],"manufacturing,":[109],"logistics,":[110],"healthcare,":[111],"education,":[112],"domestic":[114],"services.":[115],"Further-more,":[116],"proposes":[119],"conceptual":[121],"model":[122],"creation,":[126],"highlighting":[127],"new":[128],"mechanisms":[129],"for":[130,159,172,187],"productivity":[132],"gains,":[133],"ecosystem":[134],"complementarities,":[135],"socio-technical":[137],"governance.":[138],"Key":[139],"challenges\u2014ranging":[140],"regulatory":[142],"uncertainty":[143],"accountability":[145],"gaps":[146],"to":[147,168],"workforce":[148],"transitions":[149],"ethical":[151],"constraints\u2014are":[152],"discussed":[153],"connection":[155],"design":[157],"decisions":[158],"future":[160],"systems.":[162],"The":[163],"final":[164],"section":[165],"is":[166],"dedicated":[167],"outlining":[169],"strategic":[170],"directions":[171],"integrating":[173],"technical,":[175],"economic,":[176],"governance":[178],"dimensions":[179],"into":[180],"next-generation":[181],"interaction,":[183],"providing":[184],"foundation":[186],"sustainable":[188],"human-centered":[190],"implementation":[191],"within":[192],"Industry":[193],"5.0.":[194]},"counts_by_year":[],"updated_date":"2026-03-17T06:59:57.516163","created_date":"2026-03-11T00:00:00"}
