{"id":"https://openalex.org/W4410028573","doi":"https://doi.org/10.1109/tem.2025.3566115","title":"Untangling the Nonlinear Impact of Digital Innovation on Operational Efficiency","display_name":"Untangling the Nonlinear Impact of Digital Innovation on Operational Efficiency","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4410028573","doi":"https://doi.org/10.1109/tem.2025.3566115"},"language":"en","primary_location":{"id":"doi:10.1109/tem.2025.3566115","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tem.2025.3566115","pdf_url":null,"source":{"id":"https://openalex.org/S154533451","display_name":"IEEE Transactions on Engineering Management","issn_l":"0018-9391","issn":["0018-9391","1558-0040"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Engineering 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":null,"display_name":"Jie Deng","orcid":"https://orcid.org/0000-0002-7874-833X"},"institutions":[{"id":"https://openalex.org/I13591777","display_name":"University of Nottingham Ningbo China","ror":"https://ror.org/03y4dt428","country_code":"CN","type":"education","lineage":["https://openalex.org/I13591777","https://openalex.org/I142263535"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Deng","raw_affiliation_strings":["Nottingham University Business School China, University of Nottingham Ningbo China, Ningbo, China"],"raw_orcid":"https://orcid.org/0000-0002-7874-833X","affiliations":[{"raw_affiliation_string":"Nottingham University Business School China, University of Nottingham Ningbo China, Ningbo, China","institution_ids":["https://openalex.org/I13591777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018026825","display_name":"Jing Dai","orcid":"https://orcid.org/0000-0003-1715-2409"},"institutions":[{"id":"https://openalex.org/I13591777","display_name":"University of Nottingham Ningbo China","ror":"https://ror.org/03y4dt428","country_code":"CN","type":"education","lineage":["https://openalex.org/I13591777","https://openalex.org/I142263535"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Dai","raw_affiliation_strings":["Nottingham University Business School China, University of Nottingham Ningbo China, Ningbo, China"],"raw_orcid":"https://orcid.org/0000-0003-1715-2409","affiliations":[{"raw_affiliation_string":"Nottingham University Business School China, University of Nottingham Ningbo China, Ningbo, China","institution_ids":["https://openalex.org/I13591777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012971463","display_name":"Jinan Shao","orcid":"https://orcid.org/0000-0002-1006-3465"},"institutions":[{"id":"https://openalex.org/I13591777","display_name":"University of Nottingham Ningbo China","ror":"https://ror.org/03y4dt428","country_code":"CN","type":"education","lineage":["https://openalex.org/I13591777","https://openalex.org/I142263535"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinan Shao","raw_affiliation_strings":["Nottingham University Business School China, University of Nottingham Ningbo China, Ningbo, China"],"raw_orcid":"https://orcid.org/0000-0002-1006-3465","affiliations":[{"raw_affiliation_string":"Nottingham University Business School China, University of Nottingham Ningbo China, Ningbo, China","institution_ids":["https://openalex.org/I13591777"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070400195","display_name":"Wuyue Shangguan","orcid":"https://orcid.org/0000-0002-5150-6955"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wuyue Shangguan","raw_affiliation_strings":["School of Management, Xiamen University, Xiamen, China"],"raw_orcid":"https://orcid.org/0000-0002-5150-6955","affiliations":[{"raw_affiliation_string":"School of Management, Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.2775,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.95138504,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"72","issue":null,"first_page":"1954","last_page":"1969"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12659","display_name":"Innovation Diffusion and Forecasting","score":0.8716999888420105,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12659","display_name":"Innovation Diffusion and Forecasting","score":0.8716999888420105,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13498","display_name":"Economic Development and Digital Transformation","score":0.8702999949455261,"subfield":{"id":"https://openalex.org/subfields/2000","display_name":"General Economics, Econometrics and Finance"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14143","display_name":"Economic and Technological Innovation","score":0.8507000207901001,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.3870086669921875},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.38239142298698425},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3774239122867584},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3539777994155884},{"id":"https://openalex.org/keywords/industrial-organization","display_name":"Industrial organization","score":0.34772789478302},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.3243219256401062},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.32353976368904114}],"concepts":[{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.3870086669921875},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.38239142298698425},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3774239122867584},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3539777994155884},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.34772789478302},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.3243219256401062},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.32353976368904114}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tem.2025.3566115","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tem.2025.3566115","pdf_url":null,"source":{"id":"https://openalex.org/S154533451","display_name":"IEEE Transactions on Engineering Management","issn_l":"0018-9391","issn":["0018-9391","1558-0040"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Engineering Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5899999737739563,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G1541292527","display_name":null,"funder_award_id":"72202193","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4860587724","display_name":null,"funder_award_id":"72202112","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6463541819","display_name":null,"funder_award_id":"ZK1164","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":80,"referenced_works":["https://openalex.org/W1693339601","https://openalex.org/W1799410249","https://openalex.org/W2003121350","https://openalex.org/W2005254649","https://openalex.org/W2018514036","https://openalex.org/W2027957271","https://openalex.org/W2029694086","https://openalex.org/W2040793419","https://openalex.org/W2045613344","https://openalex.org/W2075763914","https://openalex.org/W2079167173","https://openalex.org/W2092606372","https://openalex.org/W2095709770","https://openalex.org/W2105846595","https://openalex.org/W2123709218","https://openalex.org/W2124290293","https://openalex.org/W2125520059","https://openalex.org/W2139382679","https://openalex.org/W2145501277","https://openalex.org/W2156236309","https://openalex.org/W2159538847","https://openalex.org/W2169667133","https://openalex.org/W2170433190","https://openalex.org/W2193063122","https://openalex.org/W2601853749","https://openalex.org/W2746347322","https://openalex.org/W2766458216","https://openalex.org/W2790959394","https://openalex.org/W2799846418","https://openalex.org/W2808237418","https://openalex.org/W2808939857","https://openalex.org/W2901539495","https://openalex.org/W2904649625","https://openalex.org/W2940549837","https://openalex.org/W2981571149","https://openalex.org/W2986257753","https://openalex.org/W3010115818","https://openalex.org/W3016625703","https://openalex.org/W3021086664","https://openalex.org/W3023002904","https://openalex.org/W3045962627","https://openalex.org/W3121736426","https://openalex.org/W3123143732","https://openalex.org/W3123315516","https://openalex.org/W3125933947","https://openalex.org/W3142039076","https://openalex.org/W3168693542","https://openalex.org/W3168705627","https://openalex.org/W3206013991","https://openalex.org/W3212055144","https://openalex.org/W3214448974","https://openalex.org/W3216117387","https://openalex.org/W4205648392","https://openalex.org/W4211057679","https://openalex.org/W4220841852","https://openalex.org/W4230792396","https://openalex.org/W4283394296","https://openalex.org/W4283585950","https://openalex.org/W4285249745","https://openalex.org/W4286007516","https://openalex.org/W4289520123","https://openalex.org/W4297094547","https://openalex.org/W4298007686","https://openalex.org/W4319302761","https://openalex.org/W4323345811","https://openalex.org/W4362654131","https://openalex.org/W4367295966","https://openalex.org/W4382749350","https://openalex.org/W4384461041","https://openalex.org/W4387662412","https://openalex.org/W4388145443","https://openalex.org/W4389319206","https://openalex.org/W4389343336","https://openalex.org/W4389776772","https://openalex.org/W4390534834","https://openalex.org/W4394586056","https://openalex.org/W4399666387","https://openalex.org/W4399801033","https://openalex.org/W4399995688","https://openalex.org/W6766512723"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2391645169","https://openalex.org/W2375453827","https://openalex.org/W2366365402","https://openalex.org/W2760158997","https://openalex.org/W2370093201","https://openalex.org/W2351438490","https://openalex.org/W2378837429","https://openalex.org/W2342988481","https://openalex.org/W2391975015"],"abstract_inverted_index":{"In":[0],"the":[1,49,59,124,149,160,163,173,189],"digital":[2,4,8,17,63,89,126,153,165,192],"era,":[3],"innovation":[5,18,51,64,90,154,193],"incorporating":[6],"emerging":[7],"technologies":[9],"has":[10],"profoundly":[11],"revolutionized":[12],"firms'":[13],"operations":[14],"management.":[15],"While":[16],"helps":[19],"firms":[20,75,186],"optimize":[21],"operational":[22,28,33,66,92],"processes":[23],"and":[24,40,53,91,118,137,194],"thus":[25],"improves":[26],"their":[27],"efficiency,":[29],"it":[30],"also":[31],"impairs":[32],"efficiency":[34,128,167],"by":[35,155],"disrupting":[36],"existing":[37],"operating":[38],"practices":[39],"routines.":[41],"To":[42],"disentangle":[43],"this":[44,46,109,143,170],"dilemma,":[45],"study":[47,171],"combines":[48],"disruptive":[50],"literature":[52,151],"dynamic":[54],"capability":[55],"theory":[56],"to":[57,78,187],"explore":[58],"non-linear":[60],"impact":[61],"of":[62,71,97,162,177,180,191],"on":[65,108,152],"efficiency.":[67,93],"Employing":[68],"a":[69,85],"dataset":[70],"1527":[72],"Chinese":[73],"listed":[74],"from":[76,198],"2008":[77],"2019,":[79],"we":[80],"find":[81],"that":[82],"there":[83],"is":[84],"U-shaped":[86,110,125,164],"relationship":[87],"between":[88],"Furthermore,":[94],"different":[95,178],"types":[96,179],"functional":[98,114,132,181],"experiences":[99,182],"in":[100,121,140,183],"top":[101],"management":[102],"teams":[103],"(TMTs)":[104],"exert":[105],"varying":[106],"effects":[107],"relationship.":[111,168],"Interestingly,":[112],"throughput":[113],"experience":[115,133],"(i.e.,":[116,134],"production":[117],"manufacturing":[119],"experience)":[120,139],"TMTs":[122,141],"flattens":[123],"innovation\u2013operational":[127,166],"linkage,":[129],"whereas":[130],"output":[131],"R&D,":[135],"marketing,":[136],"sales":[138],"steepens":[142],"curvilinear":[144],"linkage.":[145],"This":[146],"research":[147],"extends":[148],"growing":[150],"providing":[156],"novel":[157],"insights":[158],"into":[159],"comprehension":[161],"Moreover,":[169],"uncovers":[172],"distinct":[174],"moderating":[175],"roles":[176],"TMTs,":[184],"guiding":[185],"overcome":[188],"hurdle":[190],"harness":[195],"more":[196],"benefits":[197],"it.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}