{"id":"https://openalex.org/W4389625160","doi":"https://doi.org/10.1080/00207543.2023.2291814","title":"Human work in the shift to Industry 4.0: a road map to the management of technological changes in manufacturing","display_name":"Human work in the shift to Industry 4.0: a road map to the management of technological changes in manufacturing","publication_year":2023,"publication_date":"2023-12-12","ids":{"openalex":"https://openalex.org/W4389625160","doi":"https://doi.org/10.1080/00207543.2023.2291814"},"language":"en","primary_location":{"id":"doi:10.1080/00207543.2023.2291814","is_oa":true,"landing_page_url":"https://doi.org/10.1080/00207543.2023.2291814","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"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 Production Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1080/00207543.2023.2291814","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032172572","display_name":"Arto Reiman","orcid":"https://orcid.org/0000-0002-1480-5462"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Arto Reiman","raw_affiliation_strings":["Industrial Engineering and Management, University of Oulu, Oulu, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Industrial Engineering and Management, University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038537181","display_name":"Jari Kaivo\u2010oja","orcid":"https://orcid.org/0000-0002-2401-6299"},"institutions":[{"id":"https://openalex.org/I155660961","display_name":"University of Turku","ror":"https://ror.org/05vghhr25","country_code":"FI","type":"education","lineage":["https://openalex.org/I155660961"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Jari Kaivo-oja","raw_affiliation_strings":["Finland Futures Research Centre, Turku School of Economics, University of Turku, Turku, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Finland Futures Research Centre, Turku School of Economics, University of Turku, Turku, Finland","institution_ids":["https://openalex.org/I155660961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030016738","display_name":"Elina Parviainen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Elina Parviainen","raw_affiliation_strings":["Human Process Oy, Naantali, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Human Process Oy, Naantali, Finland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027961807","display_name":"Esa\u2010Pekka Takala","orcid":"https://orcid.org/0000-0002-9539-4510"},"institutions":[{"id":"https://openalex.org/I2801770344","display_name":"Finnish Institute of Occupational Health","ror":"https://ror.org/030wyr187","country_code":"FI","type":"facility","lineage":["https://openalex.org/I2801770344"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Esa-Pekka Takala","raw_affiliation_strings":["Finnish Institute of Occupational Health, Helsinki, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Finnish Institute of Occupational Health, Helsinki, Finland","institution_ids":["https://openalex.org/I2801770344"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060460037","display_name":"Theresa Laura\u00e9us","orcid":null},"institutions":[{"id":"https://openalex.org/I155660961","display_name":"University of Turku","ror":"https://ror.org/05vghhr25","country_code":"FI","type":"education","lineage":["https://openalex.org/I155660961"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Theresa Lauraeus","raw_affiliation_strings":["Finland Futures Research Centre, Turku School of Economics, University of Turku, Turku, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Finland Futures Research Centre, Turku School of Economics, University of Turku, Turku, Finland","institution_ids":["https://openalex.org/I155660961"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5032172572"],"corresponding_institution_ids":["https://openalex.org/I98381234"],"apc_list":null,"apc_paid":null,"fwci":2.445,"has_fulltext":true,"cited_by_count":25,"citation_normalized_percentile":{"value":0.89318581,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"62","issue":"16","first_page":"5613","last_page":"5630"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13722","display_name":"Ergonomics and Human Factors","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T13722","display_name":"Ergonomics and Human Factors","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10763","display_name":"Digital Transformation in Industry","score":0.9793000221252441,"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/T10809","display_name":"Occupational Health and Safety Research","score":0.9678999781608582,"subfield":{"id":"https://openalex.org/subfields/3614","display_name":"Radiological and Ultrasound Technology"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/road-map","display_name":"Road map","score":0.597282886505127},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.5718186497688293},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.5203046798706055},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.47594761848449707},{"id":"https://openalex.org/keywords/manufacturing","display_name":"Manufacturing","score":0.46411094069480896},{"id":"https://openalex.org/keywords/advanced-manufacturing","display_name":"Advanced manufacturing","score":0.45424067974090576},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.4522148668766022},{"id":"https://openalex.org/keywords/emerging-technologies","display_name":"Emerging technologies","score":0.449776828289032},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.4249117970466614},{"id":"https://openalex.org/keywords/industrial-revolution","display_name":"Industrial Revolution","score":0.4212344288825989},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.40454283356666565},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3265637457370758},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.29969051480293274},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.22071129083633423},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1371813714504242},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.11397674679756165}],"concepts":[{"id":"https://openalex.org/C188048851","wikidata":"https://www.wikidata.org/wiki/Q2298569","display_name":"Road map","level":2,"score":0.597282886505127},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.5718186497688293},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.5203046798706055},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.47594761848449707},{"id":"https://openalex.org/C175700187","wikidata":"https://www.wikidata.org/wiki/Q187939","display_name":"Manufacturing","level":2,"score":0.46411094069480896},{"id":"https://openalex.org/C77854861","wikidata":"https://www.wikidata.org/wiki/Q4686346","display_name":"Advanced manufacturing","level":2,"score":0.45424067974090576},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.4522148668766022},{"id":"https://openalex.org/C207267971","wikidata":"https://www.wikidata.org/wiki/Q120208","display_name":"Emerging technologies","level":2,"score":0.449776828289032},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.4249117970466614},{"id":"https://openalex.org/C517468935","wikidata":"https://www.wikidata.org/wiki/Q2269","display_name":"Industrial Revolution","level":2,"score":0.4212344288825989},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.40454283356666565},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3265637457370758},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.29969051480293274},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.22071129083633423},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1371813714504242},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.11397674679756165},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"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/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0},{"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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1080/00207543.2023.2291814","is_oa":true,"landing_page_url":"https://doi.org/10.1080/00207543.2023.2291814","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"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 Production Research","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:taf:tprsxx:v:62:y:2024:i:16:p:5613-5630","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/00207543.2023.2291814","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:www.utupub.fi:10024/184443","is_oa":false,"landing_page_url":"https://www.utupub.fi/handle/10024/184443","pdf_url":null,"source":{"id":"https://openalex.org/S4306402470","display_name":"UTUPub (University of Turku)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I155660961","host_organization_name":"University of Turku","host_organization_lineage":["https://openalex.org/I155660961"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"doi:10.1080/00207543.2023.2291814","is_oa":true,"landing_page_url":"https://doi.org/10.1080/00207543.2023.2291814","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"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 Production Research","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2069754152","display_name":"Manufacturing 4.0 - strategies for technological, economical, educational and social policy adoption","funder_award_id":"335989","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"},{"id":"https://openalex.org/G3096210213","display_name":null,"funder_award_id":"335989","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"},{"id":"https://openalex.org/G5194231958","display_name":null,"funder_award_id":"335980","funder_id":"https://openalex.org/F4320335354","funder_display_name":"Strategic Research Council"},{"id":"https://openalex.org/G5513382403","display_name":"Manufacturing 4.0 - strategies for technological, economical, educational and social policy adoption","funder_award_id":"335980","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"},{"id":"https://openalex.org/G768090437","display_name":null,"funder_award_id":"335980","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"}],"funders":[{"id":"https://openalex.org/F4320321108","display_name":"Academy of Finland","ror":"https://ror.org/05k73zm37"},{"id":"https://openalex.org/F4320335354","display_name":"Strategic Research Council","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":144,"referenced_works":["https://openalex.org/W631001983","https://openalex.org/W1930795089","https://openalex.org/W1968655149","https://openalex.org/W1980259745","https://openalex.org/W1983841056","https://openalex.org/W1986227361","https://openalex.org/W1988195085","https://openalex.org/W1992772375","https://openalex.org/W1997435210","https://openalex.org/W1998549195","https://openalex.org/W1999625610","https://openalex.org/W2002133919","https://openalex.org/W2002436000","https://openalex.org/W2026724165","https://openalex.org/W2039881837","https://openalex.org/W2041964495","https://openalex.org/W2075302088","https://openalex.org/W2080540197","https://openalex.org/W2082784827","https://openalex.org/W2085028749","https://openalex.org/W2089402107","https://openalex.org/W2095577181","https://openalex.org/W2100186414","https://openalex.org/W2123709218","https://openalex.org/W2128162953","https://openalex.org/W2130938925","https://openalex.org/W2132384892","https://openalex.org/W2152724176","https://openalex.org/W2161407802","https://openalex.org/W2166772895","https://openalex.org/W2169618819","https://openalex.org/W2169667133","https://openalex.org/W2173144301","https://openalex.org/W2268320365","https://openalex.org/W2290587592","https://openalex.org/W2483540831","https://openalex.org/W2553747399","https://openalex.org/W2582336686","https://openalex.org/W2738241474","https://openalex.org/W2755253778","https://openalex.org/W2778280701","https://openalex.org/W2784583274","https://openalex.org/W2796082739","https://openalex.org/W2802944856","https://openalex.org/W2808392183","https://openalex.org/W2808771292","https://openalex.org/W2811256013","https://openalex.org/W2811339051","https://openalex.org/W2862991050","https://openalex.org/W2883908928","https://openalex.org/W2895086178","https://openalex.org/W2898809334","https://openalex.org/W2898989224","https://openalex.org/W2908479647","https://openalex.org/W2908815325","https://openalex.org/W2911897578","https://openalex.org/W2913314997","https://openalex.org/W2945768401","https://openalex.org/W2963694570","https://openalex.org/W2969656568","https://openalex.org/W2970128354","https://openalex.org/W2975025086","https://openalex.org/W2978517439","https://openalex.org/W2983132501","https://openalex.org/W2989728779","https://openalex.org/W2991218560","https://openalex.org/W2991560774","https://openalex.org/W2995263760","https://openalex.org/W2995890382","https://openalex.org/W2997218481","https://openalex.org/W2999968165","https://openalex.org/W3005564094","https://openalex.org/W3009800155","https://openalex.org/W3011871913","https://openalex.org/W3014356075","https://openalex.org/W3015626423","https://openalex.org/W3020855431","https://openalex.org/W3025383415","https://openalex.org/W3027745406","https://openalex.org/W3030557690","https://openalex.org/W3034743776","https://openalex.org/W3036090512","https://openalex.org/W3037795203","https://openalex.org/W3048506100","https://openalex.org/W3049621310","https://openalex.org/W3087027409","https://openalex.org/W3088403508","https://openalex.org/W3088844012","https://openalex.org/W3091835985","https://openalex.org/W3094127673","https://openalex.org/W3094373926","https://openalex.org/W3106795364","https://openalex.org/W3107570039","https://openalex.org/W3121322113","https://openalex.org/W3124806718","https://openalex.org/W3126121702","https://openalex.org/W3129471138","https://openalex.org/W3133945879","https://openalex.org/W3135083964","https://openalex.org/W3136287291","https://openalex.org/W3138335083","https://openalex.org/W3193905042","https://openalex.org/W3194635195","https://openalex.org/W3195869622","https://openalex.org/W3198291339","https://openalex.org/W3199009990","https://openalex.org/W3205172848","https://openalex.org/W3205553198","https://openalex.org/W3205968778","https://openalex.org/W3206427072","https://openalex.org/W3211500645","https://openalex.org/W3214620856","https://openalex.org/W3214674306","https://openalex.org/W3215060950","https://openalex.org/W4205443034","https://openalex.org/W4206484422","https://openalex.org/W4206754035","https://openalex.org/W4210844773","https://openalex.org/W4214572080","https://openalex.org/W4221057367","https://openalex.org/W4221061616","https://openalex.org/W4226186919","https://openalex.org/W4229048171","https://openalex.org/W4235923792","https://openalex.org/W4246202615","https://openalex.org/W4281489840","https://openalex.org/W4285795935","https://openalex.org/W4286680771","https://openalex.org/W4295249297","https://openalex.org/W4297236664","https://openalex.org/W4307818375","https://openalex.org/W4308467154","https://openalex.org/W4309874685","https://openalex.org/W4311762957","https://openalex.org/W4317567498","https://openalex.org/W4319597257","https://openalex.org/W4319924674","https://openalex.org/W4321097736","https://openalex.org/W4382467523","https://openalex.org/W4385376146","https://openalex.org/W4385427510","https://openalex.org/W4387058454","https://openalex.org/W6620314766","https://openalex.org/W6805825656"],"related_works":["https://openalex.org/W2378064245","https://openalex.org/W2365883849","https://openalex.org/W2347538703","https://openalex.org/W2186040014","https://openalex.org/W2973286682","https://openalex.org/W2348354434","https://openalex.org/W4250647175","https://openalex.org/W2379635273","https://openalex.org/W2351333215","https://openalex.org/W2361069302"],"abstract_inverted_index":{"The":[0,180],"fourth":[1],"industrial":[2],"revolution":[3],"tempts":[4],"manufacturing":[5,55],"companies":[6,56,86],"to":[7,80],"transform":[8],"into":[9,47,109],"smart":[10],"factories,which":[11],"in":[12,62,134,139],"turn":[13],"affects":[14],"the":[15,23,32,107,119,127,171],"human":[16],"work.":[17],"We":[18],"examine":[19],"this":[20],"complexity":[21],"from":[22,69],"perspective":[24],"of":[25,73,94,115,131,170,173],"humanfactors":[26],"and":[27,42,44,104,118,129,136,142,156,161],"ergonomics":[28],"(HF/E)":[29],"by":[30],"analysing":[31],"organisational":[33],"capabilities":[34,143],"needed":[35],"when":[36,85,158,175],"seekingand":[37],"selecting":[38],"new":[39,89,163,177],"technology":[40,120,135],"solutions,":[41],"designing":[43],"implementing":[45],"them":[46],"local":[48],"appli-cation.":[49],"This":[50,166],"qualitative":[51],"study":[52,167],"focuses":[53],"on":[54],"that":[57,113],"have":[58],"pioneered":[59],"adoptinghigh":[60],"technologies":[61,178],"their":[63,95,116],"processes.":[64],"Empirical":[65],"material":[66],"was":[67],"collected":[68],"15":[70],"Finnish":[71],"manufacturingcompanies":[72],"different":[74],"sizes.":[75],"Particular":[76],"attention":[77],"is":[78,151],"paid":[79],"how":[81],"HF/E":[82,174],"are":[83,144],"present":[84],"(1)":[87],"sense":[88],"opportunities":[90],"for":[91,153,185],"technological":[92],"development":[93],"production,":[96],"(2)":[97],"seise":[98],"these":[99],"opportu-nities":[100],"through":[101],"design":[102],"actions,":[103],"(3)":[105],"shift":[106],"solutions":[108,138],"use.":[110],"Analyses":[111],"revealed":[112],"companies,regardless":[114],"size":[117],"being":[121],"implemented,":[122],"do":[123],"not":[124],"fully":[125],"understand":[126],"fun-damentals":[128],"value":[130],"HF/E,":[132],"resulting":[133],"production-oriented":[137],"whichhuman":[140],"skills":[141],"often":[145],"neglected.":[146],"A":[147],"novel":[148],"road":[149,181],"map":[150,182],"proposed":[152],"integratingHF/E":[154],"expertise":[155],"knowledge":[157],"seeking,":[159],"selecting,":[160],"utilising":[162],"production":[164],"technolo-gies.":[165],"increases":[168],"understanding":[169],"role":[172],"adopting":[176],"inmanufacturing.":[179],"improves":[183],"possibilities":[184],"fact-based":[186],"decision-making.<br>":[187]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":7}],"updated_date":"2026-07-06T08:01:05.025921","created_date":"2023-12-13T00:00:00"}