{"id":"https://openalex.org/W4304175331","doi":"https://doi.org/10.1080/09537325.2022.2131513","title":"Training for managers not skilled in Industry 4.0 basis: what is the most suitable content to be covered?","display_name":"Training for managers not skilled in Industry 4.0 basis: what is the most suitable content to be covered?","publication_year":2022,"publication_date":"2022-10-11","ids":{"openalex":"https://openalex.org/W4304175331","doi":"https://doi.org/10.1080/09537325.2022.2131513"},"language":"en","primary_location":{"id":"doi:10.1080/09537325.2022.2131513","is_oa":false,"landing_page_url":"https://doi.org/10.1080/09537325.2022.2131513","pdf_url":null,"source":{"id":"https://openalex.org/S130699561","display_name":"Technology Analysis and Strategic Management","issn_l":"0953-7325","issn":["0953-7325","1465-3990"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Technology Analysis &amp; Strategic Management","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/A5009870415","display_name":"Gustavo Tietz Cazeri","orcid":"https://orcid.org/0000-0002-7373-5003"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Gustavo Tietz Cazeri","raw_affiliation_strings":["School of Mechanical Engineering, University of Campinas, Campinas, Brazil"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, University of Campinas, Campinas, Brazil","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041157653","display_name":"Luis Antonio de Santa-Eul\u00e1lia","orcid":"https://orcid.org/0000-0002-7246-8230"},"institutions":[{"id":"https://openalex.org/I135117807","display_name":"Universit\u00e9 de Sherbrooke","ror":"https://ror.org/00kybxq39","country_code":"CA","type":"education","lineage":["https://openalex.org/I135117807"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Luis A. Santa-Eulalia","raw_affiliation_strings":["\u00c9cole de Gestion, Universit\u00e9 de Sherbrooke, Sherbrooke, Canada"],"affiliations":[{"raw_affiliation_string":"\u00c9cole de Gestion, Universit\u00e9 de Sherbrooke, Sherbrooke, Canada","institution_ids":["https://openalex.org/I135117807"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021448756","display_name":"Milena Pavan Serafim","orcid":"https://orcid.org/0000-0002-7541-4182"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Milena Pavan Serafim","raw_affiliation_strings":["Laboratory of Public Sector Studies, School of Applied Sciences, University of Campinas, Limeira, Brazil"],"affiliations":[{"raw_affiliation_string":"Laboratory of Public Sector Studies, School of Applied Sciences, University of Campinas, Limeira, Brazil","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004969482","display_name":"Izabela Simon Rampasso","orcid":"https://orcid.org/0000-0003-1633-6628"},"institutions":[{"id":"https://openalex.org/I2802166871","display_name":"Universidad Cat\u00f3lica del Norte","ror":"https://ror.org/02akpm128","country_code":"CL","type":"education","lineage":["https://openalex.org/I2802166871"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Izabela Simon Rampasso","raw_affiliation_strings":["Departamento de Ingenier\u00eda Industrial, Universidad Cat\u00f3lica del Norte, Antofagasta, Chile"],"affiliations":[{"raw_affiliation_string":"Departamento de Ingenier\u00eda Industrial, Universidad Cat\u00f3lica del Norte, Antofagasta, Chile","institution_ids":["https://openalex.org/I2802166871"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006338186","display_name":"Rosley Anholon","orcid":"https://orcid.org/0000-0003-3163-6119"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rosley Anholon","raw_affiliation_strings":["School of Mechanical Engineering, University of Campinas, Campinas, Brazil"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, University of Campinas, Campinas, Brazil","institution_ids":["https://openalex.org/I181391015"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5009870415"],"corresponding_institution_ids":["https://openalex.org/I181391015"],"apc_list":null,"apc_paid":null,"fwci":0.2668,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.62407441,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"36","issue":"9","first_page":"2157","last_page":"2170"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9975000023841858,"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":0.9975000023841858,"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/T10164","display_name":"Quality and Supply Management","score":0.9675999879837036,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10539","display_name":"Sustainable Supply Chain Management","score":0.9656000137329102,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.5248996019363403},{"id":"https://openalex.org/keywords/industry-4.0","display_name":"Industry 4.0","score":0.5136174559593201},{"id":"https://openalex.org/keywords/content-analysis","display_name":"Content analysis","score":0.4809819459915161},{"id":"https://openalex.org/keywords/interoperability","display_name":"Interoperability","score":0.4807962477207184},{"id":"https://openalex.org/keywords/delphi-method","display_name":"Delphi method","score":0.47851598262786865},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.44732919335365295},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43273234367370605},{"id":"https://openalex.org/keywords/originality","display_name":"Originality","score":0.43207111954689026},{"id":"https://openalex.org/keywords/delphi","display_name":"Delphi","score":0.4184873402118683},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3992140591144562},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.3480015695095062},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.19817566871643066},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.17146295309066772},{"id":"https://openalex.org/keywords/qualitative-research","display_name":"Qualitative research","score":0.11267158389091492}],"concepts":[{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.5248996019363403},{"id":"https://openalex.org/C2777986313","wikidata":"https://www.wikidata.org/wiki/Q1661989","display_name":"Industry 4.0","level":2,"score":0.5136174559593201},{"id":"https://openalex.org/C162446236","wikidata":"https://www.wikidata.org/wiki/Q653137","display_name":"Content analysis","level":2,"score":0.4809819459915161},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.4807962477207184},{"id":"https://openalex.org/C60641444","wikidata":"https://www.wikidata.org/wiki/Q841602","display_name":"Delphi method","level":2,"score":0.47851598262786865},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.44732919335365295},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43273234367370605},{"id":"https://openalex.org/C2776950860","wikidata":"https://www.wikidata.org/wiki/Q2914681","display_name":"Originality","level":3,"score":0.43207111954689026},{"id":"https://openalex.org/C2779495148","wikidata":"https://www.wikidata.org/wiki/Q487378","display_name":"Delphi","level":2,"score":0.4184873402118683},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3992140591144562},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.3480015695095062},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.19817566871643066},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.17146295309066772},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.11267158389091492},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/09537325.2022.2131513","is_oa":false,"landing_page_url":"https://doi.org/10.1080/09537325.2022.2131513","pdf_url":null,"source":{"id":"https://openalex.org/S130699561","display_name":"Technology Analysis and Strategic Management","issn_l":"0953-7325","issn":["0953-7325","1465-3990"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Technology Analysis &amp; Strategic Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4191607006","display_name":null,"funder_award_id":"140998/2020-9","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G5734673257","display_name":null,"funder_award_id":"307536/2018-1","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"}],"funders":[{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":73,"referenced_works":["https://openalex.org/W225031984","https://openalex.org/W632004965","https://openalex.org/W1823771770","https://openalex.org/W1969324951","https://openalex.org/W1986456458","https://openalex.org/W2003777959","https://openalex.org/W2039906750","https://openalex.org/W2067404301","https://openalex.org/W2070665593","https://openalex.org/W2091344210","https://openalex.org/W2109000441","https://openalex.org/W2134908325","https://openalex.org/W2225036452","https://openalex.org/W2286737823","https://openalex.org/W2293792990","https://openalex.org/W2295939521","https://openalex.org/W2335947942","https://openalex.org/W2409459341","https://openalex.org/W2487764667","https://openalex.org/W2493990996","https://openalex.org/W2517002829","https://openalex.org/W2533629596","https://openalex.org/W2559164450","https://openalex.org/W2603008685","https://openalex.org/W2606213502","https://openalex.org/W2612083024","https://openalex.org/W2625679680","https://openalex.org/W2691278361","https://openalex.org/W2736552576","https://openalex.org/W2751009461","https://openalex.org/W2753155801","https://openalex.org/W2767346351","https://openalex.org/W2768739795","https://openalex.org/W2771783069","https://openalex.org/W2775982972","https://openalex.org/W2781768742","https://openalex.org/W2792445274","https://openalex.org/W2795225805","https://openalex.org/W2796035430","https://openalex.org/W2799727757","https://openalex.org/W2800710993","https://openalex.org/W2809426885","https://openalex.org/W2811256013","https://openalex.org/W2883890202","https://openalex.org/W2883908928","https://openalex.org/W2904074890","https://openalex.org/W2940261482","https://openalex.org/W2941473018","https://openalex.org/W2947644628","https://openalex.org/W2952719362","https://openalex.org/W2952989392","https://openalex.org/W2964311550","https://openalex.org/W2969750664","https://openalex.org/W2979699706","https://openalex.org/W2983604889","https://openalex.org/W2997638503","https://openalex.org/W3005087141","https://openalex.org/W3005992524","https://openalex.org/W3006405313","https://openalex.org/W3006531354","https://openalex.org/W3011871913","https://openalex.org/W3077298496","https://openalex.org/W3081326935","https://openalex.org/W3089161682","https://openalex.org/W3114152568","https://openalex.org/W3146518626","https://openalex.org/W3199172305","https://openalex.org/W4238436359","https://openalex.org/W4256613398","https://openalex.org/W4294215472","https://openalex.org/W4400907212","https://openalex.org/W6721607948","https://openalex.org/W6731863232"],"related_works":["https://openalex.org/W2062050714","https://openalex.org/W2030487194","https://openalex.org/W2971523465","https://openalex.org/W1965155071","https://openalex.org/W1969884608","https://openalex.org/W2041058937","https://openalex.org/W2224226767","https://openalex.org/W2031546510","https://openalex.org/W2001765788","https://openalex.org/W1573061253"],"abstract_inverted_index":{"This":[0],"study":[1],"aims":[2],"to":[3,12,20,161,173],"validate":[4],"adequate":[5],"content":[6,43,89,102],"for":[7,154],"Industry":[8,33,145,167],"4.0":[9,34,146,168],"training":[10,42,88,101,165],"recommended":[11],"managers":[13],"unfamiliar":[14],"with":[15,30,60],"this":[16,191],"theme":[17],"and":[18,35,71,93,119,124,127,131,134,141,144,157,164,187],"intends":[19],"get":[21],"a":[22,105],"holistic":[23],"view.":[24],"A":[25],"Delphi":[26],"Method":[27],"was":[28,55,91,97],"conducted":[29],"experts":[31,38,66,74],"in":[32,57,67,75,181],"training.":[36],"These":[37],"evaluated":[39],"an":[40,94],"initial":[41,87],"structure":[44,90,103],"segmented":[45],"into":[46],"seven":[47],"modules":[48,109],"based":[49],"on":[50],"academic":[51],"literature.":[52],"The":[53,79,86,99,148],"consensus":[54],"reached":[56],"two":[58],"rounds":[59],"the":[61,68,76,185,188],"participation":[62],"of":[63,107,190],"twenty-seven":[64],"(27)":[65],"first":[69],"round":[70],"twenty":[72],"(20)":[73],"second":[77],"round.":[78],"results":[80,149],"were":[81,179],"discussed":[82],"considering":[83],"literature":[84],"statements.":[85],"reordered":[92],"additional":[95],"module":[96],"appended.":[98],"validated":[100],"considers":[104],"total":[106],"eight":[108],"ordered":[110],"as":[111],"follows:":[112],"Business":[113],"Management":[114],"Models":[115],"Impact;":[116,143],"Product":[117],"Personalisation":[118],"Smart":[120,122],"Products;":[121],"Factory":[123],"Integration;":[125],"Modularity":[126],"Service":[128],"Orientation;":[129],"Decentralisation":[130],"Interoperability;":[132],"Virtualisation":[133],"Real-Time":[135],"Capability;":[136],"Corporate":[137],"Social":[138],"Responsibility":[139],"(CSR)":[140],"Sustainability":[142],"Implementation.":[147],"presented":[150],"here":[151],"are":[152],"helpful":[153],"academics,":[155],"consultants,":[156],"professionals":[158],"who":[159],"need":[160],"design":[162],"courses":[163],"about":[166],"theme.":[169],"It":[170],"is":[171],"essential":[172],"mention":[174],"that":[175],"no":[176],"similar":[177],"papers":[178],"found":[180],"scientific":[182],"databases,":[183],"reinforcing":[184],"originality":[186],"contribution":[189],"research.":[192]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
