{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,3]],"date-time":"2026-06-03T22:10:20Z","timestamp":1780524620219,"version":"3.54.1"},"reference-count":84,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["72202112"],"award-info":[{"award-number":["72202112"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["72202193"],"award-info":[{"award-number":["72202193"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["ZK1164"],"award-info":[{"award-number":["ZK1164"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Eng. Manage."],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/tem.2025.3566115","type":"journal-article","created":{"date-parts":[[2025,5,2]],"date-time":"2025-05-02T17:16:32Z","timestamp":1746206192000},"page":"1954-1969","source":"Crossref","is-referenced-by-count":6,"title":["Untangling the Nonlinear Impact of Digital Innovation on Operational Efficiency"],"prefix":"10.1109","volume":"72","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7874-833X","authenticated-orcid":false,"given":"Jie","family":"Deng","sequence":"first","affiliation":[{"name":"Nottingham University Business School China, University of Nottingham Ningbo China, Ningbo, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1715-2409","authenticated-orcid":false,"given":"Jing","family":"Dai","sequence":"additional","affiliation":[{"name":"Nottingham University Business School China, University of Nottingham Ningbo China, Ningbo, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1006-3465","authenticated-orcid":false,"given":"Jinan","family":"Shao","sequence":"additional","affiliation":[{"name":"Nottingham University Business School China, University of Nottingham Ningbo China, Ningbo, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5150-6955","authenticated-orcid":false,"given":"Wuyue","family":"Shangguan","sequence":"additional","affiliation":[{"name":"School of Management, Xiamen University, Xiamen, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1111\/poms.13813"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1111\/poms.13622"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.respol.2019.03.018"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1287\/isre.1100.0322"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.jsis.2021.101695"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.technovation.2022.102458"},{"key":"ref7","article-title":"Exploring new dual carbon models for the home appliance industry","year":"2022"},{"key":"ref8","article-title":"Digital transformation index of Chinese firms","year":"2021"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/EMR.2021.3070139"},{"key":"ref10","article-title":"Smart factories  scale","year":"2019"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1080\/0960085X.2020.1747365"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.irfa.2023.102810"},{"issue":"3","key":"ref13","first-page":"14","article-title":"Mastering the digital innovation challenge","volume":"58","author":"Svahn","year":"2017","journal-title":"MIT Sloan Manage. Rev."},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.indmarman.2018.11.009"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1287\/orsc.13.3.339.2780"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2022.108654"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1111\/joms.12349"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.2307\/3094828"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.jom.2009.02.002"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1287\/orsc.1090.0424"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.technovation.2021.102414"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1002\/smj.640"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.2307\/258434"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.leaqua.2011.07.012"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/s10551-017-3657-5"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TEM.2023.3242766"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.5465\/amr.2007.24345254"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TEM.2024.3386181"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1287\/isre.2019.0854"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TEM.2022.3167259"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1287\/orsc.1120.0771"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.infoandorg.2018.03.001"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1111\/jpim.12546"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1111\/jpim.12448"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.25300\/misq\/2017\/41.1.12"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TEM.2023.3327072"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1111\/j.1937-5956.2002.tb00183.x"},{"key":"ref38","doi-asserted-by":"crossref","first-page":"64","DOI":"10.1016\/j.ijindorg.2015.03.010","article-title":"Disruption costs, learning by doing, and technology adoption","volume":"41","author":"Prez","year":"2015","journal-title":"Int. J. Ind. Org."},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.7208\/chicago\/9780226613475.003.0001"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-69380-0_9"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1002\/(SICI)1097-0266(199708)18:7<509::AID-SMJ882>3.0.CO;2-Z"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.lrp.2018.12.001"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.technovation.2021.102256"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TEM.2024.3349478"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TEM.2022.3205922"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TEM.2024.3418997"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2023.109070"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.48.6.782.187"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbusres.2005.10.008"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1057\/palgrave.jibs.8491031"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1002\/smj.4250160706"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1111\/poms.13793"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1108\/PAR-02-2021-0026"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.2307\/3069433"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1016\/j.respol.2017.10.008"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.5465\/amj.2010.0844"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1080\/09537325.2013.850157"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1111\/1467-8551.12784"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2023.108893"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1002\/joom.1203"},{"key":"ref61","article-title":"Digital economy insights white paper (part one)","year":"2020"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2023.108969"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1111\/poms.13483"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/TEM.2023.3260195"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/TEM.2024.3414831"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1111\/jscm.12179"},{"issue":"3","key":"ref67","first-page":"802","article-title":"Strategic leadership: Top executives and their effects on organizations","volume":"22","author":"Finkelstein","year":"1996","journal-title":"Acad. Manage. Rev."},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1002\/joom.1175"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbankfin.2011.10.020"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1002\/smj.2399"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/TEM.2024.3416814"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1109\/TEM.2023.3343461"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.1120.1634"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcorpfin.2015.09.005"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1016\/j.bar.2021.100988"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1002\/smj.2199"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1177\/1536867X0700700301"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1177\/0008125620920349"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1109\/TEM.2023.3239499"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1109\/TEM.2023.3338850"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2019.107546"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbusres.2021.09.061"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1111\/poms.13788"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2020.107777"}],"container-title":["IEEE Transactions on Engineering Management"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/17\/10821517\/10981623.pdf?arnumber=10981623","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,27]],"date-time":"2025-05-27T04:34:28Z","timestamp":1748320468000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10981623\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":84,"URL":"https:\/\/doi.org\/10.1109\/tem.2025.3566115","relation":{},"ISSN":["0018-9391","1558-0040"],"issn-type":[{"value":"0018-9391","type":"print"},{"value":"1558-0040","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]}}}