{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,22]],"date-time":"2026-03-22T08:03:17Z","timestamp":1774166597919,"version":"3.50.1"},"reference-count":116,"publisher":"Informa UK Limited","issue":"20","funder":[{"DOI":"10.13039\/501100002322","name":"CAPES","doi-asserted-by":"publisher","award":["PhD Scholarship (CAPES-PROEX)"],"award-info":[{"award-number":["PhD Scholarship (CAPES-PROEX)"]}],"id":[{"id":"10.13039\/501100002322","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003593","name":"CNPQ","doi-asserted-by":"publisher","award":["306034\/2018-2,443680\/2018-3"],"award-info":[{"award-number":["306034\/2018-2,443680\/2018-3"]}],"id":[{"id":"10.13039\/501100003593","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100000780","name":"European Commission","doi-asserted-by":"publisher","award":["INDTECH 4.0"],"award-info":[{"award-number":["INDTECH 4.0"]}],"id":[{"id":"10.13039\/501100000780","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004263","name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado do Rio Grande do Sul","doi-asserted-by":"publisher","award":["17\/2551-0001"],"award-info":[{"award-number":["17\/2551-0001"]}],"id":[{"id":"10.13039\/501100004263","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["International Journal of Production Research"],"published-print":{"date-parts":[[2023,10,18]]},"DOI":"10.1080\/00207543.2022.2142689","type":"journal-article","created":{"date-parts":[[2022,11,9]],"date-time":"2022-11-09T09:49:35Z","timestamp":1667987375000},"page":"7001-7026","update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":20,"title":["Implementing industry 4.0 for flexibility, quality, and productivity improvement: technology arrangements for different purposes"],"prefix":"10.1080","volume":"61","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0568-1146","authenticated-orcid":false,"given":"Daisy Valle","family":"Enrique","sequence":"first","affiliation":[{"name":"Federal University of Rio Grande do Sul","place":["Porto Alegre, Brazil"]},{"name":"School of Engineering, University of Beira Interior","place":["Covilh\u00e3, Portugal"]}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9935-2780","authenticated-orcid":false,"given":"Giuliano Almeida","family":"Marodin","sequence":"additional","affiliation":[{"name":"Moore School of Business, University of South Carolina","place":["Columbia, USA"]}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2038-0237","authenticated-orcid":false,"given":"Fernando Bigares Charrua","family":"Santos","sequence":"additional","affiliation":[{"name":"School of Engineering, University of Beira Interior","place":["Covilh\u00e3, Portugal"]}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5041-6467","authenticated-orcid":false,"given":"Alejandro G.","family":"Frank","sequence":"additional","affiliation":[{"name":"Federal University of Rio Grande do Sul","place":["Porto Alegre, Brazil"]}]}],"member":"301","published-online":{"date-parts":[[2022,11,9]]},"reference":[{"key":"e_1_3_5_2_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijinfomgt.2014.05.002"},{"key":"e_1_3_5_3_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jestch.2019.01.006"},{"key":"e_1_3_5_4_1","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2022.2075291"},{"key":"e_1_3_5_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/ITQMIS.2019.8928426"},{"key":"e_1_3_5_6_1","doi-asserted-by":"publisher","DOI":"10.1080\/09537287.2022.2035445"},{"key":"e_1_3_5_7_1","doi-asserted-by":"publisher","DOI":"10.1177\/002224377701400320"},{"key":"e_1_3_5_8_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jclepro.2020.120820"},{"key":"e_1_3_5_9_1","unstructured":"Autor D. D. Mindell and E. Reynolds. 2020. The Work of the Future: Building Better Jobs in an Age of Intelligent Machines. Boston: MIT. https:\/\/workofthefuture.mit.edu\/wp-content\/uploads\/2020\/11\/2020-Final-Report.pdf\u00a0vom\u00a018:2020."},{"key":"e_1_3_5_10_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2019.11.173"},{"key":"e_1_3_5_11_1","doi-asserted-by":"publisher","DOI":"10.1080\/0951192X.2016.1187294"},{"key":"e_1_3_5_12_1","doi-asserted-by":"publisher","DOI":"10.1108\/SCM-07-2020-0304"},{"key":"e_1_3_5_13_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1937-5956.2002.tb00181.x"},{"key":"e_1_3_5_14_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.procir.2015.12.047"},{"key":"e_1_3_5_15_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2020.106774"},{"key":"e_1_3_5_16_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.techfore.2019.119790"},{"key":"e_1_3_5_17_1","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2021.1931524"},{"key":"e_1_3_5_18_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jclepro.2020.124809"},{"key":"e_1_3_5_19_1","doi-asserted-by":"publisher","DOI":"10.1108\/TQM-04-2020-0082"},{"key":"e_1_3_5_20_1","doi-asserted-by":"publisher","DOI":"10.1080\/09537287.2020.1784485"},{"key":"e_1_3_5_21_1","unstructured":"CNI - Confedera\u00e7\u00e3o Nacional da Ind\u00fastria. 2016. \u201cChallenges for Industry 4.0 in Brazil.\u201d White paper. Accessed in November 2022. https:\/\/www.portaldaindustria.com.br\/publicacoes\/2016\/8\/challenges-industry-40-brazil\/."},{"key":"e_1_3_5_22_1","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2020.1870758"},{"key":"e_1_3_5_23_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmsy.2018.02.002"},{"key":"e_1_3_5_24_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.techfore.2021.120756"},{"key":"e_1_3_5_25_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2018.08.019"},{"key":"e_1_3_5_26_1","doi-asserted-by":"publisher","DOI":"10.1108\/01443570110393432"},{"key":"e_1_3_5_27_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2019.04.006"},{"key":"e_1_3_5_28_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2021.107804"},{"key":"e_1_3_5_29_1","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2018.1510558"},{"key":"e_1_3_5_30_1","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2020.1849845"},{"key":"e_1_3_5_31_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10845-021-01783-2"},{"key":"e_1_3_5_32_1","doi-asserted-by":"publisher","DOI":"10.3390\/s21062019"},{"key":"e_1_3_5_33_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2016.07.006"},{"key":"e_1_3_5_34_1","doi-asserted-by":"publisher","DOI":"10.1108\/JMTM-08-2021-0312"},{"key":"e_1_3_5_35_1","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2021.1966850"},{"key":"e_1_3_5_36_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.compind.2020.103222"},{"key":"e_1_3_5_37_1","doi-asserted-by":"publisher","DOI":"10.1080\/09537287.2018.1424960"},{"key":"e_1_3_5_38_1","doi-asserted-by":"publisher","DOI":"10.1016\/0272-6963(90)90094-T"},{"key":"e_1_3_5_39_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0272-6963(97)90004-8"},{"key":"e_1_3_5_40_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2019.01.004"},{"key":"e_1_3_5_41_1","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2013.802393"},{"key":"e_1_3_5_42_1","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.39.4.395"},{"key":"e_1_3_5_43_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jii.2019.100107"},{"key":"e_1_3_5_44_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2020.107748"},{"key":"e_1_3_5_45_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jclepro.2019.118348"},{"key":"e_1_3_5_46_1","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2020.1799105"},{"key":"e_1_3_5_47_1","doi-asserted-by":"publisher","DOI":"10.1108\/01443570610646193"},{"key":"e_1_3_5_48_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2014.09.004"},{"key":"e_1_3_5_49_1","volume-title":"Multivariate Data Analysis: A Global Perspective","author":"Hair J. F.","year":"2009","unstructured":"Hair, J. F., W. C. Black, B. J. Babin, and R. E. Anderson. 2009. Multivariate Data Analysis: A Global Perspective. Upper Saddle River: Prentice Hall."},{"key":"e_1_3_5_50_1","doi-asserted-by":"publisher","DOI":"10.1142\/S2424862219300011"},{"issue":"2","key":"e_1_3_5_51_1","first-page":"127","article-title":"The Dynamics of Product-Process Life Cycles","volume":"57","author":"Hayes R. H.","year":"1979","unstructured":"Hayes, R. H., and S. C. Wheelwright. 1979. \u201cThe Dynamics of Product-Process Life Cycles.\u201d Harvard Business Review 57 (2): 127\u2013136.","journal-title":"Harvard Business Review"},{"key":"e_1_3_5_52_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.techfore.2019.05.021"},{"key":"e_1_3_5_53_1","doi-asserted-by":"publisher","DOI":"10.1080\/0020754021000042391"},{"key":"e_1_3_5_54_1","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2021.1925772"},{"key":"e_1_3_5_55_1","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2021.1883759"},{"key":"e_1_3_5_56_1","doi-asserted-by":"publisher","DOI":"10.1108\/RPJ-03-2017-0048"},{"key":"e_1_3_5_57_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0272-6963(99)00010-8"},{"key":"e_1_3_5_58_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.mfglet.2014.12.001"},{"key":"e_1_3_5_59_1","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2018.1552031"},{"key":"e_1_3_5_60_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.techfore.2017.05.028"},{"key":"e_1_3_5_61_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2020.107777"},{"key":"e_1_3_5_62_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.promfg.2017.07.124"},{"key":"e_1_3_5_63_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.frl.2020.101808"},{"key":"e_1_3_5_64_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ifacol.2017.08.1118"},{"key":"e_1_3_5_65_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.techfore.2018.03.005"},{"key":"e_1_3_5_66_1","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2016.1223378"},{"key":"e_1_3_5_67_1","doi-asserted-by":"publisher","DOI":"10.1108\/JMTM-01-2021-0017"},{"key":"e_1_3_5_68_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-76998-1_15"},{"key":"e_1_3_5_69_1","doi-asserted-by":"publisher","DOI":"10.1080\/14783363.2017.1308221"},{"key":"e_1_3_5_70_1","doi-asserted-by":"publisher","DOI":"10.1108\/SCM-05-2015-0170"},{"key":"e_1_3_5_71_1","doi-asserted-by":"publisher","DOI":"10.1108\/SCM-10-2016-0350"},{"key":"e_1_3_5_72_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.techfore.2021.120784"},{"key":"e_1_3_5_73_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2013.07.008"},{"key":"e_1_3_5_74_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmsy.2018.10.005"},{"key":"e_1_3_5_75_1","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2017.1372647"},{"key":"e_1_3_5_76_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.procir.2014.10.032"},{"key":"e_1_3_5_77_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.procir.2017.03.154"},{"key":"e_1_3_5_78_1","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2021.2002964"},{"key":"e_1_3_5_79_1","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2016.1229064"},{"key":"e_1_3_5_80_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.promfg.2017.09.032"},{"key":"e_1_3_5_81_1","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2016.1138151"},{"key":"e_1_3_5_82_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmsy.2018.05.009"},{"key":"e_1_3_5_83_1","doi-asserted-by":"publisher","DOI":"10.1037\/0021-9010.88.5.879"},{"key":"e_1_3_5_84_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00170-016-9131-1"},{"key":"e_1_3_5_85_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.rcim.2018.12.015"},{"key":"e_1_3_5_86_1","doi-asserted-by":"crossref","unstructured":"Rogers E. M. 1995. \u201cDiffusion of Innovations: Modifications of a Model for Telecommunications.\u201d In Die Diffusion von Innovationen in der Telekommunikation. Schriftenreihe des Wissenschaftlichen Instituts f\u00fcr Kommunikationsdienste edited by M. W. Stoetzer and A. Mahler vol. 17 25\u201338. Berlin Heidelberg: Springer.","DOI":"10.1007\/978-3-642-79868-9_2"},{"key":"e_1_3_5_87_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.rcim.2019.05.004"},{"key":"e_1_3_5_88_1","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2019.1672902"},{"key":"e_1_3_5_89_1","doi-asserted-by":"publisher","DOI":"10.1108\/JMTM-09-2018-0284"},{"key":"e_1_3_5_90_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.promfg.2020.01.229"},{"key":"e_1_3_5_91_1","unstructured":"Schuh G. R. Anderl R. Dumitrescu A. Kr\u00fcger and M. Hompel. 2020. Industrie 4.0 maturity index. Managing the digital transformation of companies\u2013Update 2020. acatech STUDY."},{"key":"e_1_3_5_92_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.procir.2020.04.078"},{"key":"e_1_3_5_93_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.procir.2016.07.040"},{"key":"e_1_3_5_94_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jclepro.2019.117678"},{"key":"e_1_3_5_95_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jengtecman.2020.101574"},{"issue":"3","key":"e_1_3_5_96_1","article-title":"\u201dManufacturing\u2014Missing Link in Corporate Strategy\u201d","volume":"46","author":"Skinner W.","year":"1969","unstructured":"Skinner, W. 1969. \u201c\u201dManufacturing\u2014Missing Link in Corporate Strategy\u201d.\u201d Harvard Business Review 46 (3): 136\u2013145.","journal-title":"Harvard Business Review"},{"key":"e_1_3_5_97_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmsy.2020.05.016"},{"key":"e_1_3_5_98_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2017.07.024"},{"key":"e_1_3_5_99_1","doi-asserted-by":"publisher","DOI":"10.1080\/09537287.2020.1768318"},{"key":"e_1_3_5_100_1","doi-asserted-by":"publisher","DOI":"10.1108\/JMTM-10-2019-0371"},{"key":"e_1_3_5_101_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10796-021-10220-x"},{"key":"e_1_3_5_102_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eng.2019.01.014"},{"key":"e_1_3_5_103_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.techfore.2020.120048"},{"key":"e_1_3_5_104_1","doi-asserted-by":"publisher","DOI":"10.1108\/IJOPM-01-2019-0005"},{"key":"e_1_3_5_105_1","doi-asserted-by":"publisher","DOI":"10.1007\/s12008-018-0470-z"},{"key":"e_1_3_5_106_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.procir.2019.03.208"},{"key":"e_1_3_5_107_1","volume-title":"Industry 4.0: Managing the Digital Transformation","author":"Ustundag A.","year":"2017","unstructured":"Ustundag, A., and E. Cevikcan. 2017. Industry 4.0: Managing the Digital Transformation. Cham, Switzerland: Springer."},{"key":"e_1_3_5_108_1","doi-asserted-by":"publisher","DOI":"10.1109\/ITMQIS.2017.8085860"},{"key":"e_1_3_5_109_1","doi-asserted-by":"publisher","DOI":"10.1155\/2016\/3159805"},{"key":"e_1_3_5_110_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2015.12.017"},{"key":"e_1_3_5_111_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.techfore.2010.03.006"},{"key":"e_1_3_5_112_1","doi-asserted-by":"publisher","DOI":"10.1080\/14783363.2018.1444474"},{"key":"e_1_3_5_113_1","doi-asserted-by":"publisher","DOI":"10.1142\/S2424862219500192"},{"key":"e_1_3_5_114_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10845-017-1350-2"},{"key":"e_1_3_5_115_1","doi-asserted-by":"publisher","DOI":"10.1016\/J.ENG.2017.05.015"},{"key":"e_1_3_5_116_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmsy.2020.05.011"},{"key":"e_1_3_5_117_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2018.10.032"}],"container-title":["International Journal of Production Research"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/00207543.2022.2142689","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,5]],"date-time":"2025-09-05T00:07:13Z","timestamp":1757030833000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/00207543.2022.2142689"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,11,9]]},"references-count":116,"journal-issue":{"issue":"20","published-print":{"date-parts":[[2023,10,18]]}},"alternative-id":["10.1080\/00207543.2022.2142689"],"URL":"https:\/\/doi.org\/10.1080\/00207543.2022.2142689","relation":{},"ISSN":["0020-7543","1366-588X"],"issn-type":[{"value":"0020-7543","type":"print"},{"value":"1366-588X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,11,9]]},"assertion":[{"value":"The publishing and review policy for this title is described in its Aims & Scope.","order":1,"name":"peerreview_statement","label":"Peer Review Statement"},{"value":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=tprs20","URL":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=tprs20","order":2,"name":"aims_and_scope_url","label":"Aim & Scope"},{"value":"2020-12-23","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2022-10-09","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2022-11-09","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}