How does data-driven supply chain analytics capability enhance supply chain agility in the digital era?
Supply chain analytics capability has recently gained more attention from both scholars and practitioners. Through the lens of information processing theory, this study examined how supply chain analytics capability impacts supply chain agility in the digital era with the associated adoption of digi...
Saved in:
Published in | International journal of production economics Vol. 277; p. 109404 |
---|---|
Main Authors | , , , |
Format | Journal Article |
Language | English |
Published |
Elsevier B.V
01.11.2024
|
Subjects | |
Online Access | Get full text |
Cover
Loading…
Abstract | Supply chain analytics capability has recently gained more attention from both scholars and practitioners. Through the lens of information processing theory, this study examined how supply chain analytics capability impacts supply chain agility in the digital era with the associated adoption of digital technologies and platforms by companies. To obtain relevant data, a large-scale survey of Chinese manufacturing firms was conducted. Supply chain integration capability was evaluated as mediator and digital platform was evaluated as moderator. The results show that supply chain integration capability can mediate the effect of supply chain analytics capability on supply chain agility; moreover, supply chain analytics capability has a stronger impact on supply chain agility under a high level of digital platform adoption. These findings deepen the understanding of the role of supply chain analytics capability in supply chain management. This paper also provides managerial implications for enhancing supply chain agility in the digital era. |
---|---|
AbstractList | Supply chain analytics capability has recently gained more attention from both scholars and practitioners. Through the lens of information processing theory, this study examined how supply chain analytics capability impacts supply chain agility in the digital era with the associated adoption of digital technologies and platforms by companies. To obtain relevant data, a large-scale survey of Chinese manufacturing firms was conducted. Supply chain integration capability was evaluated as mediator and digital platform was evaluated as moderator. The results show that supply chain integration capability can mediate the effect of supply chain analytics capability on supply chain agility; moreover, supply chain analytics capability has a stronger impact on supply chain agility under a high level of digital platform adoption. These findings deepen the understanding of the role of supply chain analytics capability in supply chain management. This paper also provides managerial implications for enhancing supply chain agility in the digital era. |
ArticleNumber | 109404 |
Author | Liu, Yang Cui, Li Cao, Guikun Wang, Ziyi |
Author_xml | – sequence: 1 givenname: Li orcidid: 0000-0003-2250-0826 surname: Cui fullname: Cui, Li organization: Business School, Dalian University of Technology, Panjin, 124221, China – sequence: 2 givenname: Ziyi surname: Wang fullname: Wang, Ziyi organization: Business School, Dalian University of Technology, Panjin, 124221, China – sequence: 3 givenname: Yang surname: Liu fullname: Liu, Yang email: kurt.liu@henley.ac.uk organization: Henley Business School, University of Reading, United Kingdom – sequence: 4 givenname: Guikun orcidid: 0000-0002-2413-4228 surname: Cao fullname: Cao, Guikun organization: School of Business Administration, South China University of Technology, Guangzhou, 510000, China |
BookMark | eNp9kMFOwzAMQHMYEhvwA5zyAx1Jmq6phITQBAxpEhc4R17ibqlKWiVhqH9Pp3LaYSdbtp9lvwWZ-c4jIfecLTnjq4dm6Zoel4IJORYqyeSMzFkliqwQZX5NFjE2jLGSKzUn-033S22HkVpIkNngjuhp_On7dqDmAM5T8NAOyZlIDfSwc61LA0V_AG_wbHI_Ncc0HZBat3cJWooBnm7JVQ1txLv_eEO-Xl8-15ts-_H2vn7eZiYvVMpEyUqmqsoqJRhwy1eKix0qUe2AG6xBgllVshR5nReFkkIWealsLgGsFZbnN0RNe03oYgxYazPekFznUwDXas70SZJu9EmSPknSk6QRFWdoH9w3hOEy9DhBOD51dBh0NA5HM9YFNEnbzl3C_wDRyYWI |
CitedBy_id | crossref_primary_10_1016_j_ijpe_2025_109599 |
Cites_doi | 10.1287/mksc.1040.0070 10.1016/j.jbusres.2020.05.026 10.1002/bse.2921 10.1080/00207543.2020.1723814 10.1016/j.techsoc.2022.102065 10.1016/j.cie.2017.11.017 10.1108/IJOPM-06-2011-0207 10.1016/j.tre.2017.04.001 10.1108/IJOPM-04-2016-0173 10.1287/inte.4.3.28 10.1146/annurev-psych-120710-100452 10.1111/j.1540-5915.2002.tb01655.x 10.1016/j.techsoc.2022.101899 10.1111/jbl.12023 10.1002/smj.2596 10.1108/IJOPM-06-2016-0328 10.1177/002224377901600110 10.1108/IJLM-02-2021-0109 10.1016/j.ijis.2020.02.001 10.1016/S0925-5273(98)00224-2 10.1016/j.jsis.2017.07.002 10.1108/IJOPM-02-2015-0078 10.1016/j.im.2016.07.004 10.1016/j.ijpe.2021.108135 10.1002/j.2158-1592.2001.tb00003.x 10.1108/MRR-11-2017-0400 10.20547/jms.2014.1704202 10.1016/j.jom.2016.03.009 10.1111/j.1540-5885.2009.00343.x 10.1016/j.jom.2017.05.001 10.1016/j.jom.2009.06.001 10.1080/13675567.2021.1944070 10.1037/0021-9010.86.1.114 10.1016/j.ijpe.2015.10.015 10.1057/s41272-022-00378-7 10.1108/IJOPM-01-2019-0025 10.1016/j.bushor.2014.06.004 10.1016/j.technovation.2021.102222 10.1111/jscm.12064 10.1111/ijmr.12096 10.1108/IJOPM-09-2020-0664 10.2307/258441 10.1108/JEIM-03-2020-0101 10.1108/IJOPM-02-2015-0084 10.1016/j.jom.2005.09.001 10.1002/smj.2175 10.1016/j.jom.2009.03.001 10.1108/BPMJ-07-2022-0332 10.1016/j.ijpe.2022.108466 10.1016/j.dss.2010.03.007 10.1108/BIJ-04-2016-0053 10.1016/j.jom.2011.01.003 10.1177/002224299005400407 10.1111/jscm.12262 10.1080/00207543.2020.1793011 10.1108/IJOPM-01-2019-0089 10.1080/00207543.2019.1685705 10.1016/j.dss.2012.12.016 10.1111/poms.12746 10.1080/09537287.2018.1540052 10.1080/09537287.2020.1836416 10.1111/jpim.12445 10.1111/jbl.12092 10.1146/annurev.psych.50.1.537 10.1111/poms.12838 10.1016/j.jbusres.2019.03.035 10.1108/IJPDLM-11-2017-0341 10.1108/01443571311300809 10.1080/00207543.2017.1330572 10.1108/IMDS-11-2021-0696 10.1016/j.jpolmod.2021.01.003 10.3390/su14031863 10.1108/IJOPM-06-2015-0372 10.3390/logistics6010013 10.1108/IJLM-07-2013-0085 10.1016/j.technovation.2020.102218 10.1108/13598541111139044 10.1016/j.respol.2017.01.015 10.1016/j.ijpe.2016.03.014 10.1177/002224378702400401 10.1016/j.ijpe.2014.07.004 10.1016/j.ijresmar.2007.05.002 10.1016/j.ejor.2018.09.018 10.1108/IJOPM-12-2012-0546 10.1108/IJPDLM-03-2016-0080 10.1177/002224299205600203 10.3390/math10081233 10.1002/hrm.20381 10.1108/IJOPM-06-2021-0383 10.1016/j.ijpe.2014.11.014 10.1016/j.ijpe.2012.02.005 10.1016/S0272-6963(98)00020-5 10.1080/00207543.2019.1582820 10.1016/j.ijpe.2012.11.008 10.1016/j.ijpe.2019.09.019 10.1080/00207543.2010.524259 10.1016/j.ijpe.2020.107777 10.1177/019394599001200204 10.1016/j.techfore.2021.121217 10.1108/IJOPM-05-2017-0268 |
ContentType | Journal Article |
Copyright | 2024 Elsevier B.V. |
Copyright_xml | – notice: 2024 Elsevier B.V. |
DBID | AAYXX CITATION |
DOI | 10.1016/j.ijpe.2024.109404 |
DatabaseName | CrossRef |
DatabaseTitle | CrossRef |
DatabaseTitleList | |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Engineering Business |
ExternalDocumentID | 10_1016_j_ijpe_2024_109404 S0925527324002615 |
GroupedDBID | --K --M -~X .DC .~1 0R~ 1B1 1RT 1~. 1~5 29J 4.4 457 4G. 5GY 5VS 7-5 71M 8P~ 9JN 9JO AAAKF AAAKG AABNK AACTN AAEDT AAEDW AAFFL AAIKJ AAKOC AALRI AAOAW AAPFB AAQFI AAQXK AARIN AAXKI AAXUO ABFNM ABFRF ABJNI ABMAC ABUCO ABXDB ACDAQ ACGFO ACGFS ACGOD ACIWK ACNNM ACRLP ACROA ADBBV ADEZE ADFHU ADMUD ADTZH ADVLN AEBSH AECPX AEFWE AEKER AENEX AEYQN AFJKZ AFKWA AFODL AFTJW AGHFR AGTHC AGUBO AGYEJ AHHHB AHJVU AI. AIEXJ AIIAU AIKHN AITUG AJOXV AJWLA AKRWK ALMA_UNASSIGNED_HOLDINGS AMFUW AMRAJ APLSM ASPBG AVWKF AXJTR AXLSJ AZFZN BEHZQ BEZPJ BGSCR BJAXD BKOJK BKOMP BLXMC BNTGB BPUDD BULVW BZJEE CS3 DU5 EBS EFJIC EJD EO8 EO9 EP2 EP3 FDB FEDTE FGOYB FIRID FNPLU FYGXN G-2 G-Q GBLVA HAMUX HLX HVGLF HZ~ IHE J1W JJJVA KOM LG8 LY1 LY7 M41 MO0 MS~ N9A O-L O9- OAUVE OZT P-8 P-9 P2P PC. PQQKQ Q38 R2- RIG ROL RPZ RXW SBM SDF SDG SDP SDS SES SET SEW SPC SPCBC SSB SSD SSF SST SSZ T5K TAE TN5 U5U VH1 WUQ YK3 ~02 ~G- AATTM AAYWO AAYXX ABWVN ACRPL ACVFH ADCNI ADNMO AEIPS AEUPX AFPUW AFXIZ AGCQF AGQPQ AGRNS AIGII AIIUN AKBMS AKYEP ANKPU APXCP BNPGV CITATION SSH |
ID | FETCH-LOGICAL-c358t-27070899d8820a1d16812be829ba1cefa4ac694723f35584245378d34aadd2d13 |
IEDL.DBID | .~1 |
ISSN | 0925-5273 |
IngestDate | Tue Jul 01 02:31:38 EDT 2025 Thu Apr 24 22:55:25 EDT 2025 Sat Oct 05 15:37:03 EDT 2024 |
IsPeerReviewed | true |
IsScholarly | true |
Keywords | Supply chain analytics capability Supply chain integration capability Supply chain agility Digital platform |
Language | English |
LinkModel | DirectLink |
MergedId | FETCHMERGED-LOGICAL-c358t-27070899d8820a1d16812be829ba1cefa4ac694723f35584245378d34aadd2d13 |
ORCID | 0000-0002-2413-4228 0000-0003-2250-0826 |
ParticipantIDs | crossref_citationtrail_10_1016_j_ijpe_2024_109404 crossref_primary_10_1016_j_ijpe_2024_109404 elsevier_sciencedirect_doi_10_1016_j_ijpe_2024_109404 |
ProviderPackageCode | CITATION AAYXX |
PublicationCentury | 2000 |
PublicationDate | 2024-11-01 |
PublicationDateYYYYMMDD | 2024-11-01 |
PublicationDate_xml | – month: 11 year: 2024 text: 2024-11-01 day: 01 |
PublicationDecade | 2020 |
PublicationTitle | International journal of production economics |
PublicationYear | 2024 |
Publisher | Elsevier B.V |
Publisher_xml | – name: Elsevier B.V |
References | Perry (bib79) 1999; 62 Teece (bib96) 2018; 47 Alfalla-Luque, Medina-Lopez, Marin-Garcia, Juan (bib4) 2015; 162 Churchill (bib18) 1979; 16 Droge, Vickery, Jacobs (bib25) 2012; 137 Cadden, McIvor, Cao, Treacy, Yang, Gupta, Onofrei (bib15) 2022; 42 Cenamor, Parida, Wincent (bib17) 2019; 100 Larbi-Siaw, Xuhua, Owusu, Owusu-Agyeman, Fulgence, Frimpong (bib65) 2022; 68 Trkman, McCormack, De Oliveira, Ladeira (bib100) 2010; 49 Tehseen, Ramayah, Sajilan (bib97) 2017; 4 Brinch (bib8) 2018; 38 Li, Dai, Cui (bib59) 2020; 229 Shou, Li, Park, Kang (bib88) 2017; 47 Dubey, Altay, Gunasekaran, Blome, Papadopoulos, Childe (bib21) 2018; 38 Goel, Saunoris, Goel (bib37) 2021; 43 Podsakoff, MacKenzie, Podsakoff (bib80) 2012; 63 Krosnick (bib50) 1999; 50 Bowers, Petrie, Holcomb (bib7) 2017; 59 Liu, Ke, Hua (bib61) 2013; 54 Grewal, Cote, Baumgartner (bib39) 2004; 23 Daft, Weick (bib23) 1984; 9 Arya, Sharma, Singh, De (bib1) 2017; 24 Lawson, Petersen, Cousins, Handfield (bib66) 2009; 26 Frohlich (bib33) 2002; 33 Armstrong, Overton (bib5) 2005; 14 Srinivasan, Swink (bib90) 2018; 27 Tian, Coreynen, Matthyssens, Shen (bib98) 2022; 118 Lee (bib57) 2004; 82 Camara, Moyano Fuentes, Maqueira Marin (bib12) 2015; 26 Dubey, Gunasekaran, Childe, Fosso Wamba, Roubaud, Foropon (bib22) 2021; 59 Hsu, Li, Zhang, Chang, Shangguan, Liu (bib43) 2022; 10 Zhan, Tan (bib120) 2020; 281 Kroh, Luetjen, Globocnik, Schultz (bib54) 2018; 35 Schroeder, Lander, Levine-Silverman (bib94) 1990; 12 Fornell, Larcker (bib32) 1981; 24 Yeoman (bib115) 2022; 21 Liu, Wei, Ke, Wei, Hua (bib58) 2016; 44 Brintrup, Pak, Ratiney, Pearce, Wichmann, Woodall, McFarlane (bib9) 2020; 58 Poppo, Zhou (bib82) 2015; 35 Tiwari, Wee, Daryanto (bib95) 2018; 115 Yu (bib112) 2021; 34 Narasimhan, Kim (bib77) 2011; 22 Yu, Wong, Chavez, Jacob (bib111) 2021; 236 Flynn, Huo, Zhao (bib31) 2010; 28 Danese, Romano (bib27) 2011; 16 Kumar, Agrawal, Wankhede, Sharma, Mulat-weldemeskel (bib53) 2022; 174 Childerhouse, Towill (bib19) 2011; 49 Jacobs, Yu, Chavez (bib47) 2016; 171 Kalaitzi, Tsolakis (bib49) 2022; 248 Wang, Hu (bib109) 2020; vols. 94–95 Rosenzweig (bib85) 2009; 27 Valtakoski, Witell (bib101) 2018; 38 Nath, Agrawal (bib74) 2020 Zhu, Krikke, Canils (bib117) 2018; 38 Yang, Huo, Tian, Han (bib113) 2021; 41 O’ Leary-Kelly, Vokurka (bib78) 1998; 16 Cousins, Menguc (bib13) 2006; 24 Khan, Singh, Haleem, Dsilva, Ali (bib52) 2022; 6 Sharma, Leung, Kingshott, Davcik, Cardinali (bib87) 2020; 116 Yang, Liu, Peng, Liu (bib114) 2022; 71 Pan, Zhang (bib83) 2020; 55 Cadden, Millar, Treacy, Humphreys (bib16) 2020; 229 Tziantopoulos, Tsolakis, Vlachos, Tsironis (bib99) 2019; 30 Wamba, Dubey, Gunasekaran, Akter (bib105) 2020; 222 Choi, Wallace, Wang (bib14) 2018; 27 Liu (bib55) 2022 Arunachalam, Kumar, Kawalek (bib6) 2018; 114 Ketokivi, Mcintosh (bib51) 2017; 52 Liu, Ke, Wei, Hua (bib62) 2013; 33 Zhou, Chong, Ngai (bib118) 2015; 159 Souza (bib92) 2014; 57 Stefan (bib93) 2007; 24 Braunscheidel, Suresh, Boisnier (bib10) 2010; 49 Wong, Boon-itt, Wong (bib107) 2011; 29 Zhu, Song, Hazen, Lee, Cegielski (bib116) 2018; 48 Nayal, Raut, Yadav, Priyadarshinee, Narkhede (bib76) 2022; 31 Gupta, George (bib36) 2016; 53 Shou, Zhao, Chen (bib89) 2020; 40 Liu, Fang, Feng, Gao (bib63) 2022; 122 Fosso, Akter (bib34) 2019; 39 Vries, Vegt, Scholten, Donk (bib102) 2021; 58 Galbraith (bib35) 1974; 4 Jovanovic, Sjodin, Parida (bib46) 2022; 118 McCrea (bib67) 2017; 56 Zhang, Chen, Zhu (bib119) 2021; 99 Hu, Wang, Li (bib40) 2023; 24 Wang, Gunaskeran, Ngai, Papadopulus (bib104) 2016; 176 Hair, Black, Babin, Anderson (bib41) 2009 Chen, Tan (bib11) 2013; 33 Heide, John (bib42) 1992; 56 Wamba, Akter (bib106) 2019; 39 Fosso Wamba, Akter (bib30) 2019; 39 Ivanov, Dolgui, Sokolov, Ivanova (bib45) 2017; 55 Lee, Whang (bib56) 2004; vol. 62 Wang, Yan, Jia, Chen (bib103) 2021; 26 Yao, Shi, Liu (bib110) 2020; 58 Ahmed, Shafiq, Mahmoodi (bib2) 2022; 33 Fayezi, Zutshi, O'Loughlin (bib28) 2015; 35 Nasiri, Ukko, Saunila, Rantala (bib73) 2020; 96 Chopra, Sodhi (bib20) 2004; 46 Maheshwari, Gautam, Jaggi (bib70) 2021; 59 Ravichandran (bib84) 2018; 27 Noordewier, John, Nevin (bib75) 1990; 54 Schoenherr, Ellram, Tate (bib91) 2015; 36 Dillman (bib24) 2000 Fayezi, Zuitshi, O'Loughlin (bib29) 2017; 19 Matthias, Fouweather, Gregory, Vernon (bib69) 2017; 37 Ralston, Blackhurst, Cantor, Crum (bib86) 2015; 51 Mackelprang, Robinson, Bernardes, Webb (bib71) 2014; 35 Lindell, Whitney (bib60) 2001; 86 Mandal (bib72) 2018; 41 Davidson, Mackinnon (bib26) 1993 Paul, Ali, Hasan, Paul, Kabir (bib81) 2022; 14 Kache, Seuring (bib48) 2017; 37 Hohenstein (bib44) 2022; 33 Al-Khatib (bib3) 2022; 28 McIntyre, Srinivasan (bib68) 2017; 38 Gachanja, Nganga, Kiganane (bib38) 2020; 4 Li, Wei, Zhao, Zhang, Liu (bib64) 2013; 146 Li (10.1016/j.ijpe.2024.109404_bib64) 2013; 146 Shou (10.1016/j.ijpe.2024.109404_bib89) 2020; 40 Brinch (10.1016/j.ijpe.2024.109404_bib8) 2018; 38 Heide (10.1016/j.ijpe.2024.109404_bib42) 1992; 56 Paul (10.1016/j.ijpe.2024.109404_bib81) 2022; 14 Al-Khatib (10.1016/j.ijpe.2024.109404_bib3) 2022; 28 Fayezi (10.1016/j.ijpe.2024.109404_bib29) 2017; 19 Braunscheidel (10.1016/j.ijpe.2024.109404_bib10) 2010; 49 Churchill (10.1016/j.ijpe.2024.109404_bib18) 1979; 16 Larbi-Siaw (10.1016/j.ijpe.2024.109404_bib65) 2022; 68 Brintrup (10.1016/j.ijpe.2024.109404_bib9) 2020; 58 Frohlich (10.1016/j.ijpe.2024.109404_bib33) 2002; 33 Liu (10.1016/j.ijpe.2024.109404_bib63) 2022; 122 Lindell (10.1016/j.ijpe.2024.109404_bib60) 2001; 86 Cadden (10.1016/j.ijpe.2024.109404_bib16) 2020; 229 Sharma (10.1016/j.ijpe.2024.109404_bib87) 2020; 116 Camara (10.1016/j.ijpe.2024.109404_bib12) 2015; 26 Poppo (10.1016/j.ijpe.2024.109404_bib82) 2015; 35 Grewal (10.1016/j.ijpe.2024.109404_bib39) 2004; 23 Flynn (10.1016/j.ijpe.2024.109404_bib31) 2010; 28 Noordewier (10.1016/j.ijpe.2024.109404_bib75) 1990; 54 Wang (10.1016/j.ijpe.2024.109404_bib109) 2020; vols. 94–95 McCrea (10.1016/j.ijpe.2024.109404_bib67) 2017; 56 Galbraith (10.1016/j.ijpe.2024.109404_bib35) 1974; 4 Nasiri (10.1016/j.ijpe.2024.109404_bib73) 2020; 96 Childerhouse (10.1016/j.ijpe.2024.109404_bib19) 2011; 49 Kroh (10.1016/j.ijpe.2024.109404_bib54) 2018; 35 Souza (10.1016/j.ijpe.2024.109404_bib92) 2014; 57 Kalaitzi (10.1016/j.ijpe.2024.109404_bib49) 2022; 248 Fornell (10.1016/j.ijpe.2024.109404_bib32) 1981; 24 Hu (10.1016/j.ijpe.2024.109404_bib40) 2023; 24 Cadden (10.1016/j.ijpe.2024.109404_bib15) 2022; 42 Yu (10.1016/j.ijpe.2024.109404_bib111) 2021; 236 Gupta (10.1016/j.ijpe.2024.109404_bib36) 2016; 53 Wang (10.1016/j.ijpe.2024.109404_bib103) 2021; 26 Zhan (10.1016/j.ijpe.2024.109404_bib120) 2020; 281 Droge (10.1016/j.ijpe.2024.109404_bib25) 2012; 137 Ravichandran (10.1016/j.ijpe.2024.109404_bib84) 2018; 27 Alfalla-Luque (10.1016/j.ijpe.2024.109404_bib4) 2015; 162 Hsu (10.1016/j.ijpe.2024.109404_bib43) 2022; 10 Ralston (10.1016/j.ijpe.2024.109404_bib86) 2015; 51 Krosnick (10.1016/j.ijpe.2024.109404_bib50) 1999; 50 Mackelprang (10.1016/j.ijpe.2024.109404_bib71) 2014; 35 Jacobs (10.1016/j.ijpe.2024.109404_bib47) 2016; 171 Nayal (10.1016/j.ijpe.2024.109404_bib76) 2022; 31 Maheshwari (10.1016/j.ijpe.2024.109404_bib70) 2021; 59 Zhu (10.1016/j.ijpe.2024.109404_bib116) 2018; 48 Yang (10.1016/j.ijpe.2024.109404_bib114) 2022; 71 Fosso Wamba (10.1016/j.ijpe.2024.109404_bib30) 2019; 39 Tziantopoulos (10.1016/j.ijpe.2024.109404_bib99) 2019; 30 Ahmed (10.1016/j.ijpe.2024.109404_bib2) 2022; 33 Cenamor (10.1016/j.ijpe.2024.109404_bib17) 2019; 100 Ivanov (10.1016/j.ijpe.2024.109404_bib45) 2017; 55 Liu (10.1016/j.ijpe.2024.109404_bib62) 2013; 33 Lee (10.1016/j.ijpe.2024.109404_bib56) 2004; vol. 62 Hohenstein (10.1016/j.ijpe.2024.109404_bib44) 2022; 33 Yu (10.1016/j.ijpe.2024.109404_bib112) 2021; 34 Wamba (10.1016/j.ijpe.2024.109404_bib105) 2020; 222 Fayezi (10.1016/j.ijpe.2024.109404_bib28) 2015; 35 Jovanovic (10.1016/j.ijpe.2024.109404_bib46) 2022; 118 Mandal (10.1016/j.ijpe.2024.109404_bib72) 2018; 41 Daft (10.1016/j.ijpe.2024.109404_bib23) 1984; 9 Li (10.1016/j.ijpe.2024.109404_bib59) 2020; 229 Schroeder (10.1016/j.ijpe.2024.109404_bib94) 1990; 12 Podsakoff (10.1016/j.ijpe.2024.109404_bib80) 2012; 63 Zhu (10.1016/j.ijpe.2024.109404_bib117) 2018; 38 Kumar (10.1016/j.ijpe.2024.109404_bib53) 2022; 174 Pan (10.1016/j.ijpe.2024.109404_bib83) 2020; 55 Yang (10.1016/j.ijpe.2024.109404_bib113) 2021; 41 Rosenzweig (10.1016/j.ijpe.2024.109404_bib85) 2009; 27 Matthias (10.1016/j.ijpe.2024.109404_bib69) 2017; 37 Goel (10.1016/j.ijpe.2024.109404_bib37) 2021; 43 Shou (10.1016/j.ijpe.2024.109404_bib88) 2017; 47 Tian (10.1016/j.ijpe.2024.109404_bib98) 2022; 118 Tiwari (10.1016/j.ijpe.2024.109404_bib95) 2018; 115 Yao (10.1016/j.ijpe.2024.109404_bib110) 2020; 58 Perry (10.1016/j.ijpe.2024.109404_bib79) 1999; 62 Wang (10.1016/j.ijpe.2024.109404_bib104) 2016; 176 Valtakoski (10.1016/j.ijpe.2024.109404_bib101) 2018; 38 Stefan (10.1016/j.ijpe.2024.109404_bib93) 2007; 24 Dillman (10.1016/j.ijpe.2024.109404_bib24) 2000 Armstrong (10.1016/j.ijpe.2024.109404_bib5) 2005; 14 Bowers (10.1016/j.ijpe.2024.109404_bib7) 2017; 59 Ketokivi (10.1016/j.ijpe.2024.109404_bib51) 2017; 52 Vries (10.1016/j.ijpe.2024.109404_bib102) 2021; 58 Dubey (10.1016/j.ijpe.2024.109404_bib22) 2021; 59 Danese (10.1016/j.ijpe.2024.109404_bib27) 2011; 16 Trkman (10.1016/j.ijpe.2024.109404_bib100) 2010; 49 Chen (10.1016/j.ijpe.2024.109404_bib11) 2013; 33 Liu (10.1016/j.ijpe.2024.109404_bib55) 2022 McIntyre (10.1016/j.ijpe.2024.109404_bib68) 2017; 38 Nath (10.1016/j.ijpe.2024.109404_bib74) 2020 Arya (10.1016/j.ijpe.2024.109404_bib1) 2017; 24 Lee (10.1016/j.ijpe.2024.109404_bib57) 2004; 82 Chopra (10.1016/j.ijpe.2024.109404_bib20) 2004; 46 Cousins (10.1016/j.ijpe.2024.109404_bib13) 2006; 24 Teece (10.1016/j.ijpe.2024.109404_bib96) 2018; 47 Kache (10.1016/j.ijpe.2024.109404_bib48) 2017; 37 Gachanja (10.1016/j.ijpe.2024.109404_bib38) 2020; 4 Choi (10.1016/j.ijpe.2024.109404_bib14) 2018; 27 Wong (10.1016/j.ijpe.2024.109404_bib107) 2011; 29 Srinivasan (10.1016/j.ijpe.2024.109404_bib90) 2018; 27 Tehseen (10.1016/j.ijpe.2024.109404_bib97) 2017; 4 Lawson (10.1016/j.ijpe.2024.109404_bib66) 2009; 26 Khan (10.1016/j.ijpe.2024.109404_bib52) 2022; 6 Liu (10.1016/j.ijpe.2024.109404_bib58) 2016; 44 Dubey (10.1016/j.ijpe.2024.109404_bib21) 2018; 38 Wamba (10.1016/j.ijpe.2024.109404_bib106) 2019; 39 Fosso (10.1016/j.ijpe.2024.109404_bib34) 2019; 39 Narasimhan (10.1016/j.ijpe.2024.109404_bib77) 2011; 22 Arunachalam (10.1016/j.ijpe.2024.109404_bib6) 2018; 114 Schoenherr (10.1016/j.ijpe.2024.109404_bib91) 2015; 36 Yeoman (10.1016/j.ijpe.2024.109404_bib115) 2022; 21 Davidson (10.1016/j.ijpe.2024.109404_bib26) 1993 O’ Leary-Kelly (10.1016/j.ijpe.2024.109404_bib78) 1998; 16 Liu (10.1016/j.ijpe.2024.109404_bib61) 2013; 54 Zhang (10.1016/j.ijpe.2024.109404_bib119) 2021; 99 Hair (10.1016/j.ijpe.2024.109404_bib41) 2009 Zhou (10.1016/j.ijpe.2024.109404_bib118) 2015; 159 |
References_xml | – volume: 118 year: 2022 ident: bib98 article-title: Platform-based servitization and business model adaptation by established manufacturers publication-title: Technovation – volume: 27 start-page: 1868 year: 2018 end-page: 1883 ident: bib14 article-title: Big data analytics in operations management publication-title: Prod. Oper. Manag. – volume: 38 start-page: 129 year: 2018 end-page: 148 ident: bib21 article-title: Supply chain agility, adaptability and alignment: empirical evidence from the Indian auto components industry publication-title: Int. J. Oper. Prod. Manag. – volume: 40 start-page: 873 year: 2020 end-page: 896 ident: bib89 article-title: Operations strategy of cloud-based firms: achieving firm growth in the Big Data era publication-title: Int. J. Oper. Prod. Manag. – volume: 24 start-page: 1571 year: 2017 end-page: 1580 ident: bib1 article-title: An exploratory study on supply chain analytics applied to spare parts supply chain publication-title: Benchmark Int. J. – volume: 229 start-page: 1 year: 2020 end-page: 12 ident: bib16 article-title: The mediating influence of organisational cultural practices in successful Lean Management Implementation publication-title: Int. J. Prod. Econ. – volume: 49 start-page: 318 year: 2010 end-page: 327 ident: bib100 article-title: The impact of business analytics on supply chain performance publication-title: Decis. Support Syst. – volume: 9 start-page: 284 year: 1984 end-page: 295 ident: bib23 article-title: Toward a model of organizations as interpretation systems publication-title: Acad. Manag. Rev. – volume: 46 start-page: 53 year: 2004 end-page: 61 ident: bib20 article-title: Managing risk to avoid supply-chain breakdown publication-title: MIT Sloan Manag. Rev. – volume: 35 start-page: 71 year: 2014 end-page: 96 ident: bib71 article-title: The relationship between supply chain integration and performance: a meta-analytic evaluation and implications for supply chain management research publication-title: J. Bus. Logist. – volume: 6 start-page: 13 year: 2022 end-page: 15 ident: bib52 article-title: Exploration of critical success factors of logistics 4.0: a DEMATEL approach publication-title: Logistics – volume: 35 start-page: 720 year: 2018 end-page: 741 ident: bib54 article-title: Use and efficacy of information technology in innovation processes: the specific role of servitization publication-title: J. Prod. Innovat. Manag. – volume: 33 start-page: 774 year: 2022 end-page: 789 ident: bib2 article-title: The role of supply chain analytics capability and adaptation in unlocking value from supply chain relationships publication-title: Prod. Plann. Control – volume: 49 start-page: 7441 year: 2011 end-page: 7468 ident: bib19 article-title: Arcs of supply chain integration publication-title: Int. J. Prod. Res. – volume: 39 start-page: 887 year: 2019 end-page: 912 ident: bib34 article-title: Understanding supply chain analytics capabilities and agility for data-rich environments publication-title: Int. J. Oper. Prod. Manag. – volume: 41 start-page: 1085 year: 2021 end-page: 1118 ident: bib113 article-title: The impact of digitalization and inter-organizational technological activities on supplier opportunism: the moderating role of relational ties publication-title: Int. J. Oper. Prod. Manag. – volume: 33 start-page: 537 year: 2002 end-page: 556 ident: bib33 article-title: E-integration in the supply chain: barriers and performance publication-title: Decis. Sci. J. – year: 2009 ident: bib41 article-title: Multivariate Data Analysis – volume: 38 start-page: 211 year: 2018 end-page: 229 ident: bib117 article-title: Supply chain integration: value creation through managing inter-organizational learning publication-title: Int. J. Oper. Prod. Manag. – volume: 26 start-page: 426 year: 2015 end-page: 458 ident: bib12 article-title: Cloud computing, Web 2.0, and operational performance: the mediating role of supply chain integration publication-title: Int. J. Logist. Manag. – volume: 55 start-page: 6158 year: 2017 end-page: 6174 ident: bib45 article-title: Literature review on disruption recovery in the supply chain publication-title: Int. J. Prod. Res. – volume: 37 start-page: 10 year: 2017 end-page: 36 ident: bib48 article-title: Challenges and opportunities of digital information at the intersection of Big Data Analytics and supply chain management publication-title: Int. J. Oper. Prod. Manag. – volume: 62 start-page: 119 year: 1999 end-page: 132 ident: bib79 article-title: Quick response supply chain alliances in the Australian textiles, clothing and footwear industry publication-title: Int. J. Prod. Econ. – volume: 28 start-page: 1446 year: 2022 end-page: 1471 ident: bib3 article-title: Big data analytics capabilities and green supply chain performance: investigating the moderated mediation model for green innovation and technological intensity publication-title: Bus. Process Manag. J. – volume: 54 start-page: 1452 year: 2013 end-page: 1462 ident: bib61 article-title: The impact of IT capabilities on firm performance: the mediating roles of absorptive capacity and supply chain agility publication-title: Decis. Support Syst. – volume: 248 year: 2022 ident: bib49 article-title: Supply chain analytics adoption: determinants and impacts on organisational performance and competitive advantage publication-title: Int. J. Prod. Econ. – volume: 116 start-page: 188 year: 2020 end-page: 192 ident: bib87 article-title: Managing uncertainty during a global pandemic: an international business perspective publication-title: J. Bus. Res. – volume: 56 start-page: 32 year: 1992 end-page: 44 ident: bib42 article-title: Do norms matter in marketing relationships? publication-title: J. Market. – volume: 36 start-page: 288 year: 2015 end-page: 300 ident: bib91 article-title: A note on the use of survey research firms to enable empirical data collection publication-title: J. Bus. Logist. – volume: 41 start-page: 1201 year: 2018 end-page: 1219 ident: bib72 article-title: An examination of the importance of big data analytics in supply chain agility development: a dynamic capability perspective publication-title: Management Research Review – volume: 21 start-page: 253 year: 2022 end-page: 254 ident: bib115 article-title: Ukraine, price and inflation publication-title: J. Revenue Pricing Manag. – volume: 100 start-page: 196 year: 2019 end-page: 206 ident: bib17 article-title: How entrepreneurial SEMs compete through digital platforms: the roles of digital platform capability, network capability, and ambidexterity publication-title: J. Bus. Res. – volume: 115 start-page: 319 year: 2018 end-page: 330 ident: bib95 article-title: Big data analytics in supply chain management between 2010 and 2016: insights to industries publication-title: Comput. Ind. Eng. – volume: 35 start-page: 1508 year: 2015 end-page: 1527 ident: bib82 article-title: Managing contracts for fairness in buyer–supplier exchanges publication-title: Strat. Manag. J. – year: 2020 ident: bib74 article-title: Agility and lean practices as antecedents of supply chain social sustainability publication-title: Int. J. Oper. Prod. Manag. 40 (10), 1589–1611 – year: 1993 ident: bib26 article-title: Estimation and Inference in Econometrics – volume: 39 start-page: 887 year: 2019 end-page: 912 ident: bib106 article-title: Understanding supply chain analytics capabilities and agility for data-rich environments publication-title: Int. J. Oper. Prod. Manag. – volume: 22 start-page: 51 year: 2011 end-page: 75 ident: bib77 article-title: Information system utilization strategy for supply chain integration publication-title: J. Bus. Logist. – volume: 114 start-page: 416 year: 2018 end-page: 436 ident: bib6 article-title: Understanding big data analytics capabilities in supply chain management: unraveling the issues, challenges and implications for practice publication-title: Transport. Res. E Logist. Transport. Rev. – volume: 26 start-page: 172 year: 2021 end-page: 189 ident: bib103 article-title: Building supply chain resilience through ambidexterity: an information processing perspective publication-title: Int. J. Logist. Res. Appl. – volume: 44 start-page: 13 year: 2016 end-page: 29 ident: bib58 article-title: The configuration between supply chain integration and information technology competency: a resource orchestration perspective publication-title: J. Oper. Manag. – volume: 86 start-page: 114 year: 2001 ident: bib60 article-title: Accounting for common method variance in cross-sectional research designs publication-title: J. Appl. Psychol. – volume: 24 start-page: 337 year: 1981 end-page: 346 ident: bib32 article-title: Evaluating structural equation models with unobservable variables and measurement error publication-title: J. Market. Res. – volume: 16 start-page: 64 year: 1979 end-page: 73 ident: bib18 article-title: A paradigm for developing better measures of marketing constructs publication-title: J. Market. Res. – volume: 33 start-page: 1202 year: 2013 end-page: 1229 ident: bib11 article-title: The impact of organization ownership structure on JIT implementation and production operations performance publication-title: Int. J. Oper. Prod. Manag. – volume: 281 start-page: 59 year: 2020 end-page: 574 ident: bib120 article-title: An analytic infrastructure for harvesting big data to enhance supply chain performance publication-title: Eur. J. Oper. Res. – volume: 16 start-page: 387 year: 1998 end-page: 405 ident: bib78 article-title: The empirical assessment of construct validity publication-title: J. Oper. Manag. – volume: 4 start-page: 142 year: 2017 end-page: 168 ident: bib97 article-title: Testing and controlling for common method variance: a review of available methods publication-title: Journal of Management Sciences – volume: 4 start-page: 28 year: 1974 end-page: 36 ident: bib35 article-title: Organization design: an information processing view publication-title: INFORMS Journal on Applied Analytics – volume: 53 start-page: 1049 year: 2016 end-page: 1064 ident: bib36 article-title: Toward the development of a big data analytics capability publication-title: Inf. Manag. – volume: 38 start-page: 141 year: 2017 end-page: 160 ident: bib68 article-title: Networks, platforms, and strategy: emerging views and next steps publication-title: Strat. Manag. J. – volume: 50 start-page: 37 year: 1999 end-page: 567 ident: bib50 article-title: Survey research publication-title: Annu. Rev. Psychol. – volume: 137 start-page: 250 year: 2012 end-page: 262 ident: bib25 article-title: Does supply chain integration mediate the relationships between product/process strategy and service performance? An empirical study publication-title: Int. J. Prod. Econ. – volume: 159 start-page: 1 year: 2015 end-page: 3 ident: bib118 article-title: Supply chain management in the era of the internet of things publication-title: Int. J. Prod. Econ. – volume: 162 start-page: 242 year: 2015 end-page: 257 ident: bib4 article-title: An analysis of the direct and mediated effects of employee commitment and supply chain integration on organizational performance publication-title: Int. J. Prod. Econ. – volume: 42 start-page: 1329 year: 2022 end-page: 1355 ident: bib15 article-title: Unlocking supply chain agility and supply chain performance through the development of intangible supply chain analytical capabilities publication-title: Int. J. Oper. Prod. Manag. – volume: 27 start-page: 1849 year: 2018 end-page: 1867 ident: bib90 article-title: An investigation of visibility and flexibility as complements to supply chain analytics: an organizational information processing theory perspective publication-title: Prod. Oper. Manag. – volume: 14 start-page: 396 year: 2005 end-page: 402 ident: bib5 article-title: Estimating nonresponse bias in mail survey publication-title: J. Market. – volume: 4 start-page: 16 year: 2020 end-page: 26 ident: bib38 article-title: Influence of organization learning on innovation output in manufacturing firms in Kenya publication-title: International Journal of Innovation Studies – volume: 38 start-page: 1589 year: 2018 end-page: 1614 ident: bib8 article-title: Understanding the value of big data in supply chain management and its business processes: towards a conceptual framework publication-title: Int. J. Oper. Prod. Manag. – volume: 16 start-page: 220 year: 2011 end-page: 230 ident: bib27 article-title: Supply chain integration and efficiency performance: a study on the interactions between customer and supplier integration publication-title: Supply Chain Manag.: Int. J. – volume: 171 start-page: 60 year: 2016 end-page: 70 ident: bib47 article-title: The effect of internal communication and employee satisfaction on supply chain integration publication-title: Int. J. Prod. Econ. – volume: 59 start-page: 14 year: 2017 end-page: 16 ident: bib7 article-title: Unleashing the potential of supply chain analytics publication-title: MIT Sloan Manag. Rev. – volume: 48 start-page: 47 year: 2018 end-page: 68 ident: bib116 article-title: How supply chain analytics enables operational supply chain transparency: an organizational information processing theory perspective publication-title: Int. J. Phys. Distrib. Logist. Manag. – volume: 47 start-page: 297 year: 2017 end-page: 317 ident: bib88 article-title: The impact of product complexity and variety on supply chain integration publication-title: Int. J. Phys. Distrib. Logist. Manag. – volume: 58 start-page: 7420 year: 2020 end-page: 7438 ident: bib110 article-title: Optimising the configuration of green supply chains under mass personalisation publication-title: Int. J. Prod. Res. – volume: 24 start-page: 301 year: 2007 end-page: 311 ident: bib93 article-title: Extra-role behavior in buyer–supplier relationships publication-title: Int. J. Res. Market. – volume: 27 start-page: 462 year: 2009 end-page: 478 ident: bib85 article-title: A contingent view of e-collaboration and performance in manufacturing publication-title: J. Oper. Manag. – volume: 47 start-page: 1367 year: 2018 end-page: 1387 ident: bib96 article-title: Profiting from innovation in the digital economy: enabling technologies, standards, and licensing models in the wireless world publication-title: Res. Pol. – volume: 26 start-page: 156 year: 2009 end-page: 172 ident: bib66 article-title: Knowledge sharing in inter organizational product development teams: the effect of formal and informal socialization mechanisms publication-title: Journal of Production Innovation Management – volume: 49 start-page: 883 year: 2010 end-page: 911 ident: bib10 article-title: Investigating the impact of organizational culture on supply chain integration publication-title: Hum. Resour. Manag. – volume: 236 start-page: 1 year: 2021 end-page: 13 ident: bib111 article-title: Integrating big data analytics into supply chain finance: the roles of information processing and data-driven culture publication-title: Int. J. Prod. Econ. – start-page: 343 year: 2000 end-page: 352 ident: bib24 article-title: Procedures for conducting government-sponsored establishment surveys: comparisons of the total design method (TDM), a traditional cost-compensation model, and tailored design publication-title: Proceedings of American Statistical Association, Second International Conference on Establishment Surveys – volume: 118 year: 2022 ident: bib46 article-title: Co-evolution of platform architecture, platform services, and platform governance: expanding the platform value of industrial digital platforms publication-title: Technovation – volume: 28 start-page: 58 year: 2010 end-page: 71 ident: bib31 article-title: The impact of supply chain integration on performance: a contingency and configuration approach publication-title: J. Oper. Manag. – volume: 12 start-page: 175 year: 1990 end-page: 184 ident: bib94 article-title: Diagnosing and dealing with multicollinearity publication-title: West. J. Nurs. Res. – volume: 31 start-page: 845 year: 2022 end-page: 859 ident: bib76 article-title: The impact of sustainable development strategy on sustainable supply chain firm performance in the digital transformation era publication-title: Bus. Strat. Environ. – volume: vols. 94–95 year: 2020 ident: bib109 publication-title: Knowledge Sharing in Supply Chain Networks: Effects of Collaborative Innovation Activities and Capability on Innovation Performance – volume: 37 start-page: 1 year: 2017 end-page: 20 ident: bib69 article-title: Making sense of big data–can it transform operations management publication-title: Int. J. Oper. Prod. Manag. – volume: 14 start-page: 1863 year: 2022 end-page: 1865 ident: bib81 article-title: Critical success factors for supply chain sustainability in the wood industry: an integrated PCA-ISM model publication-title: Sustainability – volume: 222 year: 2020 ident: bib105 article-title: The performance effects of big data analytics and supply chain ambidexterity: the moderating effect of environmental dynamism publication-title: Int. J. Prod. Econ. – volume: 57 start-page: 595 year: 2014 end-page: 605 ident: bib92 article-title: Supply chain analytics publication-title: Bus. Horiz. – volume: 43 start-page: 298 year: 2021 end-page: 316 ident: bib37 article-title: Supply chain performance and economic growth: the impact of COVID-19 disruptions publication-title: J. Pol. Model. – volume: 51 start-page: 47 year: 2015 end-page: 64 ident: bib86 article-title: A structure-conduct-performance perspective of how strategic supply chain integration affects firm performance publication-title: J. Supply Chain Manag. – volume: 24 start-page: 490 year: 2023 end-page: 529 ident: bib40 article-title: Effects of intellectual and social alignment on organizational agility: a configurational theory approach publication-title: J. Assoc. Inf. Syst. Online – volume: 24 start-page: 604 year: 2006 end-page: 620 ident: bib13 article-title: The implications of socialization and integration in supply chain management publication-title: J. Oper. Manag. – volume: 68 year: 2022 ident: bib65 article-title: Eco-innovation, sustainable business performance and market turbulence moderation in emerging economies publication-title: Technol. Soc. – volume: 33 start-page: 1336 year: 2022 end-page: 1365 ident: bib44 article-title: Supply chain risk management in the COVID-19 pandemic: strategies and empirical lessons for improving global logistics service providers' performance publication-title: Int. J. Logist. Manag. – volume: 56 start-page: 64S year: 2017 ident: bib67 article-title: 6 ways BIG DATA is enhancing the global supply chain publication-title: Logist. Manag. – volume: 174 year: 2022 ident: bib53 article-title: A framework for assessing social acceptability of Industry 4.0 technologies for the development of digital manufacturing publication-title: Technol. Forecast. Soc. Change – volume: 146 start-page: 95 year: 2013 end-page: 105 ident: bib64 article-title: Ambidextrous organizational learning, environmental munificence and new product performance: moderating effect of managerial ties in China publication-title: Int. J. Prod. Econ. – volume: 82 start-page: 102 year: 2004 end-page: 112 ident: bib57 article-title: The triple-a supply chain publication-title: Harv. Bus. Rev. – volume: 38 start-page: 1144 year: 2018 end-page: 1164 ident: bib101 article-title: Service capabilities and servitized SME performance: contingency on firm age publication-title: Int. J. Oper. Prod. Manag. – volume: 59 start-page: 1875 year: 2021 end-page: 1900 ident: bib70 article-title: Role of big data analytics in supply chain management: current trends and future perspectives publication-title: Int. J. Prod. Res. – volume: 19 start-page: 379 year: 2017 end-page: 407 ident: bib29 article-title: Understanding and development of supply chain agility and flexibility: a structured literature review publication-title: Int. J. Manag. Rev. – volume: 33 start-page: 322 year: 2013 end-page: 346 ident: bib62 article-title: Effects of supply chain integration and market orientation on firm performance Evidence from China publication-title: Int. J. Oper. Prod. Manag. – volume: 122 start-page: 2558 year: 2022 end-page: 2582 ident: bib63 article-title: Bolstering green supply chain integration via big data analytics capability: the moderating role of data-driven decision culture publication-title: Industrial management and data systems – volume: 55 year: 2020 ident: bib83 article-title: From fighting COVID-19 pandemic to tackling sustainable development goals: an opportunity for responsible information systems research publication-title: Int. J. Inf. Manag. – volume: 27 start-page: 22 year: 2018 end-page: 42 ident: bib84 article-title: Exploring the relationships between IT competence, innovation capacity and organizational agility publication-title: J. Strat. Inf. Syst. – volume: 29 start-page: 604 year: 2011 end-page: 615 ident: bib107 article-title: The contingency effects of environmental uncertainty on the relationship between supply chain integration and operational performance publication-title: J. Oper. Manag. – volume: vol. 62 year: 2004 ident: bib56 publication-title: E-Business and Supply Chain Integration – volume: 229 year: 2020 ident: bib59 article-title: The impact of digital technologies on economic and environmental performance in the context of industry 4.0: a moderated mediation model publication-title: Int. J. Prod. Econ. – volume: 34 start-page: 460 year: 2021 end-page: 489 ident: bib112 article-title: Impact of information technology on supply chain integration and company performance: evidence from cross-border e-commerce companies in China publication-title: J. Enterprise Inf. Manag. – volume: 58 start-page: 3330 year: 2020 end-page: 3341 ident: bib9 article-title: Supply chain data analytics for predicting supplier disruptions: a case study in complex asset manufacturing publication-title: Int. J. Prod. Res. – volume: 54 start-page: 80 year: 1990 end-page: 93 ident: bib75 article-title: Performance outcomes of purchasing arrangements in industrial buyer–partner relationships publication-title: J. Market. – volume: 39 start-page: 887 year: 2019 end-page: 912 ident: bib30 article-title: Understanding supply chain analytics capabilities and agility for data-rich environments publication-title: Int J Oper Prod Man – year: 2022 ident: bib55 article-title: Supply Chain Analytics: Concepts, Techniques and Applications – volume: 59 start-page: 110 year: 2021 end-page: 128 ident: bib22 article-title: Empirical investigation of data analytics capability and organizational flexibility as complements to supply chain resilience publication-title: Int. J. Prod. Res. – volume: 35 start-page: 248 year: 2015 end-page: 281 ident: bib28 article-title: How Australian manufacturing firms perceive and understand the concepts of agility and flexibility in the supply chain publication-title: Int. J. Oper. Prod. Manag. – volume: 63 start-page: 539 year: 2012 end-page: 569 ident: bib80 article-title: Sources of method bias in social science research and recommendations on how to control it publication-title: Annu. Rev. Psychol. – volume: 58 start-page: 31 year: 2021 end-page: 50 ident: bib102 article-title: Heeding supply chain disruption warnings: when and how do cross-functional teams ensure firm robustness? publication-title: J. Supply Chain Manag. – volume: 99 start-page: 1 year: 2021 end-page: 14 ident: bib119 article-title: How does environmental dynamism impact green process innovation? A supply chain cooperation perspective publication-title: IEEE Trans. Eng. Manag. – volume: 96 year: 2020 ident: bib73 article-title: Managing the digital supply chain: the role of smart technologies publication-title: Technovation – volume: 23 start-page: 519 year: 2004 end-page: 529 ident: bib39 article-title: Multicollinearity and measurement error in structural equation models: implications for theory testing publication-title: Market. Sci. – volume: 52 start-page: 1 year: 2017 end-page: 14 ident: bib51 article-title: Addressing the endogeneity dilemma in operations management research: theoretical, empirical, and pragmatic considerations publication-title: J. Oper. Manag. – volume: 71 year: 2022 ident: bib114 article-title: The impact of the embedded global value chain position on energy-biased technology progress: evidence from China's manufacturing publication-title: Technol. Soc. – volume: 176 start-page: 98 year: 2016 end-page: 110 ident: bib104 article-title: Big data analytics in logistics and supply chain management: certain investigations for research and applications publication-title: Int. J. Prod. Econ. – volume: 30 start-page: 510 year: 2019 end-page: 521 ident: bib99 article-title: Supply chain reconfiguration opportunities arising from additive manufacturing technologies in the digital era publication-title: Prod. Plann. Control – volume: 10 start-page: 1233 year: 2022 ident: bib43 article-title: Deploying big data enablers to strengthen supply chain resilience to mitigate sustainable risks based on integrated HOQ-MCDM framework publication-title: Mathematics – volume: 23 start-page: 519 issue: 4 year: 2004 ident: 10.1016/j.ijpe.2024.109404_bib39 article-title: Multicollinearity and measurement error in structural equation models: implications for theory testing publication-title: Market. Sci. doi: 10.1287/mksc.1040.0070 – volume: 116 start-page: 188 year: 2020 ident: 10.1016/j.ijpe.2024.109404_bib87 article-title: Managing uncertainty during a global pandemic: an international business perspective publication-title: J. Bus. Res. doi: 10.1016/j.jbusres.2020.05.026 – year: 2022 ident: 10.1016/j.ijpe.2024.109404_bib55 – volume: 31 start-page: 845 issue: 3 year: 2022 ident: 10.1016/j.ijpe.2024.109404_bib76 article-title: The impact of sustainable development strategy on sustainable supply chain firm performance in the digital transformation era publication-title: Bus. Strat. Environ. doi: 10.1002/bse.2921 – volume: 58 start-page: 7420 issue: 24 year: 2020 ident: 10.1016/j.ijpe.2024.109404_bib110 article-title: Optimising the configuration of green supply chains under mass personalisation publication-title: Int. J. Prod. Res. doi: 10.1080/00207543.2020.1723814 – volume: 71 year: 2022 ident: 10.1016/j.ijpe.2024.109404_bib114 article-title: The impact of the embedded global value chain position on energy-biased technology progress: evidence from China's manufacturing publication-title: Technol. Soc. doi: 10.1016/j.techsoc.2022.102065 – volume: 115 start-page: 319 year: 2018 ident: 10.1016/j.ijpe.2024.109404_bib95 article-title: Big data analytics in supply chain management between 2010 and 2016: insights to industries publication-title: Comput. Ind. Eng. doi: 10.1016/j.cie.2017.11.017 – volume: 33 start-page: 1202 year: 2013 ident: 10.1016/j.ijpe.2024.109404_bib11 article-title: The impact of organization ownership structure on JIT implementation and production operations performance publication-title: Int. J. Oper. Prod. Manag. doi: 10.1108/IJOPM-06-2011-0207 – volume: 114 start-page: 416 year: 2018 ident: 10.1016/j.ijpe.2024.109404_bib6 article-title: Understanding big data analytics capabilities in supply chain management: unraveling the issues, challenges and implications for practice publication-title: Transport. Res. E Logist. Transport. Rev. doi: 10.1016/j.tre.2017.04.001 – volume: 38 start-page: 129 issue: 1 year: 2018 ident: 10.1016/j.ijpe.2024.109404_bib21 article-title: Supply chain agility, adaptability and alignment: empirical evidence from the Indian auto components industry publication-title: Int. J. Oper. Prod. Manag. doi: 10.1108/IJOPM-04-2016-0173 – year: 2009 ident: 10.1016/j.ijpe.2024.109404_bib41 – volume: 4 start-page: 28 issue: 3 year: 1974 ident: 10.1016/j.ijpe.2024.109404_bib35 article-title: Organization design: an information processing view publication-title: INFORMS Journal on Applied Analytics doi: 10.1287/inte.4.3.28 – volume: 63 start-page: 539 year: 2012 ident: 10.1016/j.ijpe.2024.109404_bib80 article-title: Sources of method bias in social science research and recommendations on how to control it publication-title: Annu. Rev. Psychol. doi: 10.1146/annurev-psych-120710-100452 – volume: 33 start-page: 537 year: 2002 ident: 10.1016/j.ijpe.2024.109404_bib33 article-title: E-integration in the supply chain: barriers and performance publication-title: Decis. Sci. J. doi: 10.1111/j.1540-5915.2002.tb01655.x – volume: 68 year: 2022 ident: 10.1016/j.ijpe.2024.109404_bib65 article-title: Eco-innovation, sustainable business performance and market turbulence moderation in emerging economies publication-title: Technol. Soc. doi: 10.1016/j.techsoc.2022.101899 – volume: 35 start-page: 71 issue: 1 year: 2014 ident: 10.1016/j.ijpe.2024.109404_bib71 article-title: The relationship between supply chain integration and performance: a meta-analytic evaluation and implications for supply chain management research publication-title: J. Bus. Logist. doi: 10.1111/jbl.12023 – volume: 38 start-page: 141 issue: 1 year: 2017 ident: 10.1016/j.ijpe.2024.109404_bib68 article-title: Networks, platforms, and strategy: emerging views and next steps publication-title: Strat. Manag. J. doi: 10.1002/smj.2596 – volume: 38 start-page: 1144 issue: 4 year: 2018 ident: 10.1016/j.ijpe.2024.109404_bib101 article-title: Service capabilities and servitized SME performance: contingency on firm age publication-title: Int. J. Oper. Prod. Manag. doi: 10.1108/IJOPM-06-2016-0328 – volume: 16 start-page: 64 issue: 1 year: 1979 ident: 10.1016/j.ijpe.2024.109404_bib18 article-title: A paradigm for developing better measures of marketing constructs publication-title: J. Market. Res. doi: 10.1177/002224377901600110 – volume: 33 start-page: 1336 issue: 4 year: 2022 ident: 10.1016/j.ijpe.2024.109404_bib44 article-title: Supply chain risk management in the COVID-19 pandemic: strategies and empirical lessons for improving global logistics service providers' performance publication-title: Int. J. Logist. Manag. doi: 10.1108/IJLM-02-2021-0109 – volume: 4 start-page: 16 issue: 1 year: 2020 ident: 10.1016/j.ijpe.2024.109404_bib38 article-title: Influence of organization learning on innovation output in manufacturing firms in Kenya publication-title: International Journal of Innovation Studies doi: 10.1016/j.ijis.2020.02.001 – volume: 62 start-page: 119 issue: 1 year: 1999 ident: 10.1016/j.ijpe.2024.109404_bib79 article-title: Quick response supply chain alliances in the Australian textiles, clothing and footwear industry publication-title: Int. J. Prod. Econ. doi: 10.1016/S0925-5273(98)00224-2 – volume: 27 start-page: 22 issue: 1 year: 2018 ident: 10.1016/j.ijpe.2024.109404_bib84 article-title: Exploring the relationships between IT competence, innovation capacity and organizational agility publication-title: J. Strat. Inf. Syst. doi: 10.1016/j.jsis.2017.07.002 – volume: 37 start-page: 10 year: 2017 ident: 10.1016/j.ijpe.2024.109404_bib48 article-title: Challenges and opportunities of digital information at the intersection of Big Data Analytics and supply chain management publication-title: Int. J. Oper. Prod. Manag. doi: 10.1108/IJOPM-02-2015-0078 – volume: 53 start-page: 1049 issue: 8 year: 2016 ident: 10.1016/j.ijpe.2024.109404_bib36 article-title: Toward the development of a big data analytics capability publication-title: Inf. Manag. doi: 10.1016/j.im.2016.07.004 – volume: 236 start-page: 1 year: 2021 ident: 10.1016/j.ijpe.2024.109404_bib111 article-title: Integrating big data analytics into supply chain finance: the roles of information processing and data-driven culture publication-title: Int. J. Prod. Econ. doi: 10.1016/j.ijpe.2021.108135 – volume: 22 start-page: 51 issue: 2 year: 2011 ident: 10.1016/j.ijpe.2024.109404_bib77 article-title: Information system utilization strategy for supply chain integration publication-title: J. Bus. Logist. doi: 10.1002/j.2158-1592.2001.tb00003.x – volume: 229 start-page: 1 issue: 1 year: 2020 ident: 10.1016/j.ijpe.2024.109404_bib16 article-title: The mediating influence of organisational cultural practices in successful Lean Management Implementation publication-title: Int. J. Prod. Econ. – volume: 56 start-page: 64S issue: 9 year: 2017 ident: 10.1016/j.ijpe.2024.109404_bib67 article-title: 6 ways BIG DATA is enhancing the global supply chain publication-title: Logist. Manag. – volume: 41 start-page: 1201 issue: 10 year: 2018 ident: 10.1016/j.ijpe.2024.109404_bib72 article-title: An examination of the importance of big data analytics in supply chain agility development: a dynamic capability perspective publication-title: Management Research Review doi: 10.1108/MRR-11-2017-0400 – volume: 4 start-page: 142 issue: 2 year: 2017 ident: 10.1016/j.ijpe.2024.109404_bib97 article-title: Testing and controlling for common method variance: a review of available methods publication-title: Journal of Management Sciences doi: 10.20547/jms.2014.1704202 – volume: 44 start-page: 13 year: 2016 ident: 10.1016/j.ijpe.2024.109404_bib58 article-title: The configuration between supply chain integration and information technology competency: a resource orchestration perspective publication-title: J. Oper. Manag. doi: 10.1016/j.jom.2016.03.009 – volume: 26 start-page: 156 issue: 2 year: 2009 ident: 10.1016/j.ijpe.2024.109404_bib66 article-title: Knowledge sharing in inter organizational product development teams: the effect of formal and informal socialization mechanisms publication-title: Journal of Production Innovation Management doi: 10.1111/j.1540-5885.2009.00343.x – year: 2020 ident: 10.1016/j.ijpe.2024.109404_bib74 article-title: Agility and lean practices as antecedents of supply chain social sustainability publication-title: Int. J. Oper. Prod. Manag. 40 (10), 1589–1611 – volume: 52 start-page: 1 year: 2017 ident: 10.1016/j.ijpe.2024.109404_bib51 article-title: Addressing the endogeneity dilemma in operations management research: theoretical, empirical, and pragmatic considerations publication-title: J. Oper. Manag. doi: 10.1016/j.jom.2017.05.001 – volume: 28 start-page: 58 year: 2010 ident: 10.1016/j.ijpe.2024.109404_bib31 article-title: The impact of supply chain integration on performance: a contingency and configuration approach publication-title: J. Oper. Manag. doi: 10.1016/j.jom.2009.06.001 – volume: 26 start-page: 172 issue: 2 year: 2021 ident: 10.1016/j.ijpe.2024.109404_bib103 article-title: Building supply chain resilience through ambidexterity: an information processing perspective publication-title: Int. J. Logist. Res. Appl. doi: 10.1080/13675567.2021.1944070 – volume: 86 start-page: 114 issue: 1 year: 2001 ident: 10.1016/j.ijpe.2024.109404_bib60 article-title: Accounting for common method variance in cross-sectional research designs publication-title: J. Appl. Psychol. doi: 10.1037/0021-9010.86.1.114 – volume: 171 start-page: 60 issue: January year: 2016 ident: 10.1016/j.ijpe.2024.109404_bib47 article-title: The effect of internal communication and employee satisfaction on supply chain integration publication-title: Int. J. Prod. Econ. doi: 10.1016/j.ijpe.2015.10.015 – volume: 21 start-page: 253 issue: 3 year: 2022 ident: 10.1016/j.ijpe.2024.109404_bib115 article-title: Ukraine, price and inflation publication-title: J. Revenue Pricing Manag. doi: 10.1057/s41272-022-00378-7 – volume: 39 start-page: 887 issue: 6/7/8 year: 2019 ident: 10.1016/j.ijpe.2024.109404_bib30 article-title: Understanding supply chain analytics capabilities and agility for data-rich environments publication-title: Int J Oper Prod Man doi: 10.1108/IJOPM-01-2019-0025 – volume: 57 start-page: 595 issue: 5 year: 2014 ident: 10.1016/j.ijpe.2024.109404_bib92 article-title: Supply chain analytics publication-title: Bus. Horiz. doi: 10.1016/j.bushor.2014.06.004 – volume: 118 year: 2022 ident: 10.1016/j.ijpe.2024.109404_bib98 article-title: Platform-based servitization and business model adaptation by established manufacturers publication-title: Technovation doi: 10.1016/j.technovation.2021.102222 – volume: 51 start-page: 47 issue: 2 year: 2015 ident: 10.1016/j.ijpe.2024.109404_bib86 article-title: A structure-conduct-performance perspective of how strategic supply chain integration affects firm performance publication-title: J. Supply Chain Manag. doi: 10.1111/jscm.12064 – volume: 19 start-page: 379 issue: 4 year: 2017 ident: 10.1016/j.ijpe.2024.109404_bib29 article-title: Understanding and development of supply chain agility and flexibility: a structured literature review publication-title: Int. J. Manag. Rev. doi: 10.1111/ijmr.12096 – volume: 82 start-page: 102 issue: 10 year: 2004 ident: 10.1016/j.ijpe.2024.109404_bib57 article-title: The triple-a supply chain publication-title: Harv. Bus. Rev. – volume: 41 start-page: 1085 issue: 7 year: 2021 ident: 10.1016/j.ijpe.2024.109404_bib113 article-title: The impact of digitalization and inter-organizational technological activities on supplier opportunism: the moderating role of relational ties publication-title: Int. J. Oper. Prod. Manag. doi: 10.1108/IJOPM-09-2020-0664 – volume: 9 start-page: 284 issue: 2 year: 1984 ident: 10.1016/j.ijpe.2024.109404_bib23 article-title: Toward a model of organizations as interpretation systems publication-title: Acad. Manag. Rev. doi: 10.2307/258441 – volume: 34 start-page: 460 issue: 1 year: 2021 ident: 10.1016/j.ijpe.2024.109404_bib112 article-title: Impact of information technology on supply chain integration and company performance: evidence from cross-border e-commerce companies in China publication-title: J. Enterprise Inf. Manag. doi: 10.1108/JEIM-03-2020-0101 – volume: 39 start-page: 887 year: 2019 ident: 10.1016/j.ijpe.2024.109404_bib106 article-title: Understanding supply chain analytics capabilities and agility for data-rich environments publication-title: Int. J. Oper. Prod. Manag. doi: 10.1108/IJOPM-01-2019-0025 – volume: 37 start-page: 1 issue: 1 year: 2017 ident: 10.1016/j.ijpe.2024.109404_bib69 article-title: Making sense of big data–can it transform operations management publication-title: Int. J. Oper. Prod. Manag. doi: 10.1108/IJOPM-02-2015-0084 – volume: 99 start-page: 1 year: 2021 ident: 10.1016/j.ijpe.2024.109404_bib119 article-title: How does environmental dynamism impact green process innovation? A supply chain cooperation perspective publication-title: IEEE Trans. Eng. Manag. – volume: 24 start-page: 604 issue: 5 year: 2006 ident: 10.1016/j.ijpe.2024.109404_bib13 article-title: The implications of socialization and integration in supply chain management publication-title: J. Oper. Manag. doi: 10.1016/j.jom.2005.09.001 – volume: 35 start-page: 1508 issue: 10 year: 2015 ident: 10.1016/j.ijpe.2024.109404_bib82 article-title: Managing contracts for fairness in buyer–supplier exchanges publication-title: Strat. Manag. J. doi: 10.1002/smj.2175 – volume: 27 start-page: 462 year: 2009 ident: 10.1016/j.ijpe.2024.109404_bib85 article-title: A contingent view of e-collaboration and performance in manufacturing publication-title: J. Oper. Manag. doi: 10.1016/j.jom.2009.03.001 – volume: 28 start-page: 1446 issue: 5 year: 2022 ident: 10.1016/j.ijpe.2024.109404_bib3 article-title: Big data analytics capabilities and green supply chain performance: investigating the moderated mediation model for green innovation and technological intensity publication-title: Bus. Process Manag. J. doi: 10.1108/BPMJ-07-2022-0332 – volume: 248 year: 2022 ident: 10.1016/j.ijpe.2024.109404_bib49 article-title: Supply chain analytics adoption: determinants and impacts on organisational performance and competitive advantage publication-title: Int. J. Prod. Econ. doi: 10.1016/j.ijpe.2022.108466 – volume: 49 start-page: 318 issue: 3 year: 2010 ident: 10.1016/j.ijpe.2024.109404_bib100 article-title: The impact of business analytics on supply chain performance publication-title: Decis. Support Syst. doi: 10.1016/j.dss.2010.03.007 – volume: 24 start-page: 1571 year: 2017 ident: 10.1016/j.ijpe.2024.109404_bib1 article-title: An exploratory study on supply chain analytics applied to spare parts supply chain publication-title: Benchmark Int. J. doi: 10.1108/BIJ-04-2016-0053 – volume: 55 issue: December year: 2020 ident: 10.1016/j.ijpe.2024.109404_bib83 article-title: From fighting COVID-19 pandemic to tackling sustainable development goals: an opportunity for responsible information systems research publication-title: Int. J. Inf. Manag. – volume: 29 start-page: 604 issue: 6 year: 2011 ident: 10.1016/j.ijpe.2024.109404_bib107 article-title: The contingency effects of environmental uncertainty on the relationship between supply chain integration and operational performance publication-title: J. Oper. Manag. doi: 10.1016/j.jom.2011.01.003 – volume: 54 start-page: 80 issue: 4 year: 1990 ident: 10.1016/j.ijpe.2024.109404_bib75 article-title: Performance outcomes of purchasing arrangements in industrial buyer–partner relationships publication-title: J. Market. doi: 10.1177/002224299005400407 – volume: 58 start-page: 31 issue: 1 year: 2021 ident: 10.1016/j.ijpe.2024.109404_bib102 article-title: Heeding supply chain disruption warnings: when and how do cross-functional teams ensure firm robustness? publication-title: J. Supply Chain Manag. doi: 10.1111/jscm.12262 – volume: 59 start-page: 1875 issue: 6 year: 2021 ident: 10.1016/j.ijpe.2024.109404_bib70 article-title: Role of big data analytics in supply chain management: current trends and future perspectives publication-title: Int. J. Prod. Res. doi: 10.1080/00207543.2020.1793011 – volume: 40 start-page: 873 year: 2020 ident: 10.1016/j.ijpe.2024.109404_bib89 article-title: Operations strategy of cloud-based firms: achieving firm growth in the Big Data era publication-title: Int. J. Oper. Prod. Manag. doi: 10.1108/IJOPM-01-2019-0089 – volume: 59 start-page: 14 issue: 1 year: 2017 ident: 10.1016/j.ijpe.2024.109404_bib7 article-title: Unleashing the potential of supply chain analytics publication-title: MIT Sloan Manag. Rev. – volume: 58 start-page: 3330 issue: 11 year: 2020 ident: 10.1016/j.ijpe.2024.109404_bib9 article-title: Supply chain data analytics for predicting supplier disruptions: a case study in complex asset manufacturing publication-title: Int. J. Prod. Res. doi: 10.1080/00207543.2019.1685705 – volume: 54 start-page: 1452 issue: 3 year: 2013 ident: 10.1016/j.ijpe.2024.109404_bib61 article-title: The impact of IT capabilities on firm performance: the mediating roles of absorptive capacity and supply chain agility publication-title: Decis. Support Syst. doi: 10.1016/j.dss.2012.12.016 – volume: 27 start-page: 1849 issue: 10 year: 2018 ident: 10.1016/j.ijpe.2024.109404_bib90 article-title: An investigation of visibility and flexibility as complements to supply chain analytics: an organizational information processing theory perspective publication-title: Prod. Oper. Manag. doi: 10.1111/poms.12746 – volume: 30 start-page: 510 issue: 7 year: 2019 ident: 10.1016/j.ijpe.2024.109404_bib99 article-title: Supply chain reconfiguration opportunities arising from additive manufacturing technologies in the digital era publication-title: Prod. Plann. Control doi: 10.1080/09537287.2018.1540052 – volume: 33 start-page: 774 year: 2022 ident: 10.1016/j.ijpe.2024.109404_bib2 article-title: The role of supply chain analytics capability and adaptation in unlocking value from supply chain relationships publication-title: Prod. Plann. Control doi: 10.1080/09537287.2020.1836416 – volume: 35 start-page: 720 issue: 5 year: 2018 ident: 10.1016/j.ijpe.2024.109404_bib54 article-title: Use and efficacy of information technology in innovation processes: the specific role of servitization publication-title: J. Prod. Innovat. Manag. doi: 10.1111/jpim.12445 – volume: 36 start-page: 288 year: 2015 ident: 10.1016/j.ijpe.2024.109404_bib91 article-title: A note on the use of survey research firms to enable empirical data collection publication-title: J. Bus. Logist. doi: 10.1111/jbl.12092 – volume: 50 start-page: 37 issue: 1 year: 1999 ident: 10.1016/j.ijpe.2024.109404_bib50 article-title: Survey research publication-title: Annu. Rev. Psychol. doi: 10.1146/annurev.psych.50.1.537 – year: 1993 ident: 10.1016/j.ijpe.2024.109404_bib26 – volume: vols. 94–95 year: 2020 ident: 10.1016/j.ijpe.2024.109404_bib109 – volume: 27 start-page: 1868 issue: 10 year: 2018 ident: 10.1016/j.ijpe.2024.109404_bib14 article-title: Big data analytics in operations management publication-title: Prod. Oper. Manag. doi: 10.1111/poms.12838 – volume: 100 start-page: 196 issue: JUL year: 2019 ident: 10.1016/j.ijpe.2024.109404_bib17 article-title: How entrepreneurial SEMs compete through digital platforms: the roles of digital platform capability, network capability, and ambidexterity publication-title: J. Bus. Res. doi: 10.1016/j.jbusres.2019.03.035 – volume: 48 start-page: 47 year: 2018 ident: 10.1016/j.ijpe.2024.109404_bib116 article-title: How supply chain analytics enables operational supply chain transparency: an organizational information processing theory perspective publication-title: Int. J. Phys. Distrib. Logist. Manag. doi: 10.1108/IJPDLM-11-2017-0341 – start-page: 343 year: 2000 ident: 10.1016/j.ijpe.2024.109404_bib24 article-title: Procedures for conducting government-sponsored establishment surveys: comparisons of the total design method (TDM), a traditional cost-compensation model, and tailored design – volume: 33 start-page: 322 issue: 3 year: 2013 ident: 10.1016/j.ijpe.2024.109404_bib62 article-title: Effects of supply chain integration and market orientation on firm performance Evidence from China publication-title: Int. J. Oper. Prod. Manag. doi: 10.1108/01443571311300809 – volume: 55 start-page: 6158 issue: 20 year: 2017 ident: 10.1016/j.ijpe.2024.109404_bib45 article-title: Literature review on disruption recovery in the supply chain publication-title: Int. J. Prod. Res. doi: 10.1080/00207543.2017.1330572 – volume: 14 start-page: 396 issue: 7 year: 2005 ident: 10.1016/j.ijpe.2024.109404_bib5 article-title: Estimating nonresponse bias in mail survey publication-title: J. Market. – volume: 122 start-page: 2558 issue: 11 year: 2022 ident: 10.1016/j.ijpe.2024.109404_bib63 article-title: Bolstering green supply chain integration via big data analytics capability: the moderating role of data-driven decision culture publication-title: Industrial management and data systems doi: 10.1108/IMDS-11-2021-0696 – volume: 96 year: 2020 ident: 10.1016/j.ijpe.2024.109404_bib73 article-title: Managing the digital supply chain: the role of smart technologies publication-title: Technovation – volume: 43 start-page: 298 issue: 2 year: 2021 ident: 10.1016/j.ijpe.2024.109404_bib37 article-title: Supply chain performance and economic growth: the impact of COVID-19 disruptions publication-title: J. Pol. Model. doi: 10.1016/j.jpolmod.2021.01.003 – volume: 14 start-page: 1863 issue: 3 year: 2022 ident: 10.1016/j.ijpe.2024.109404_bib81 article-title: Critical success factors for supply chain sustainability in the wood industry: an integrated PCA-ISM model publication-title: Sustainability doi: 10.3390/su14031863 – volume: 38 start-page: 211 issue: 1 year: 2018 ident: 10.1016/j.ijpe.2024.109404_bib117 article-title: Supply chain integration: value creation through managing inter-organizational learning publication-title: Int. J. Oper. Prod. Manag. doi: 10.1108/IJOPM-06-2015-0372 – volume: 6 start-page: 13 issue: 1 year: 2022 ident: 10.1016/j.ijpe.2024.109404_bib52 article-title: Exploration of critical success factors of logistics 4.0: a DEMATEL approach publication-title: Logistics doi: 10.3390/logistics6010013 – volume: 26 start-page: 426 issue: 3 year: 2015 ident: 10.1016/j.ijpe.2024.109404_bib12 article-title: Cloud computing, Web 2.0, and operational performance: the mediating role of supply chain integration publication-title: Int. J. Logist. Manag. doi: 10.1108/IJLM-07-2013-0085 – volume: 118 year: 2022 ident: 10.1016/j.ijpe.2024.109404_bib46 article-title: Co-evolution of platform architecture, platform services, and platform governance: expanding the platform value of industrial digital platforms publication-title: Technovation doi: 10.1016/j.technovation.2020.102218 – volume: 46 start-page: 53 issue: 1 year: 2004 ident: 10.1016/j.ijpe.2024.109404_bib20 article-title: Managing risk to avoid supply-chain breakdown publication-title: MIT Sloan Manag. Rev. – volume: 16 start-page: 220 issue: 4 year: 2011 ident: 10.1016/j.ijpe.2024.109404_bib27 article-title: Supply chain integration and efficiency performance: a study on the interactions between customer and supplier integration publication-title: Supply Chain Manag.: Int. J. doi: 10.1108/13598541111139044 – volume: 24 start-page: 490 issue: 2 year: 2023 ident: 10.1016/j.ijpe.2024.109404_bib40 article-title: Effects of intellectual and social alignment on organizational agility: a configurational theory approach publication-title: J. Assoc. Inf. Syst. Online – volume: 47 start-page: 1367 issue: 8 year: 2018 ident: 10.1016/j.ijpe.2024.109404_bib96 article-title: Profiting from innovation in the digital economy: enabling technologies, standards, and licensing models in the wireless world publication-title: Res. Pol. doi: 10.1016/j.respol.2017.01.015 – volume: 176 start-page: 98 year: 2016 ident: 10.1016/j.ijpe.2024.109404_bib104 article-title: Big data analytics in logistics and supply chain management: certain investigations for research and applications publication-title: Int. J. Prod. Econ. doi: 10.1016/j.ijpe.2016.03.014 – volume: 24 start-page: 337 issue: 4 year: 1981 ident: 10.1016/j.ijpe.2024.109404_bib32 article-title: Evaluating structural equation models with unobservable variables and measurement error publication-title: J. Market. Res. doi: 10.1177/002224378702400401 – volume: vol. 62 year: 2004 ident: 10.1016/j.ijpe.2024.109404_bib56 – volume: 162 start-page: 242 year: 2015 ident: 10.1016/j.ijpe.2024.109404_bib4 article-title: An analysis of the direct and mediated effects of employee commitment and supply chain integration on organizational performance publication-title: Int. J. Prod. Econ. doi: 10.1016/j.ijpe.2014.07.004 – volume: 24 start-page: 301 issue: 4 year: 2007 ident: 10.1016/j.ijpe.2024.109404_bib93 article-title: Extra-role behavior in buyer–supplier relationships publication-title: Int. J. Res. Market. doi: 10.1016/j.ijresmar.2007.05.002 – volume: 281 start-page: 59 issue: 3 year: 2020 ident: 10.1016/j.ijpe.2024.109404_bib120 article-title: An analytic infrastructure for harvesting big data to enhance supply chain performance publication-title: Eur. J. Oper. Res. doi: 10.1016/j.ejor.2018.09.018 – volume: 35 start-page: 248 issue: 2 year: 2015 ident: 10.1016/j.ijpe.2024.109404_bib28 article-title: How Australian manufacturing firms perceive and understand the concepts of agility and flexibility in the supply chain publication-title: Int. J. Oper. Prod. Manag. doi: 10.1108/IJOPM-12-2012-0546 – volume: 47 start-page: 297 issue: 4 year: 2017 ident: 10.1016/j.ijpe.2024.109404_bib88 article-title: The impact of product complexity and variety on supply chain integration publication-title: Int. J. Phys. Distrib. Logist. Manag. doi: 10.1108/IJPDLM-03-2016-0080 – volume: 56 start-page: 32 issue: 2 year: 1992 ident: 10.1016/j.ijpe.2024.109404_bib42 article-title: Do norms matter in marketing relationships? publication-title: J. Market. doi: 10.1177/002224299205600203 – volume: 10 start-page: 1233 issue: 8 year: 2022 ident: 10.1016/j.ijpe.2024.109404_bib43 article-title: Deploying big data enablers to strengthen supply chain resilience to mitigate sustainable risks based on integrated HOQ-MCDM framework publication-title: Mathematics doi: 10.3390/math10081233 – volume: 49 start-page: 883 issue: 5 year: 2010 ident: 10.1016/j.ijpe.2024.109404_bib10 article-title: Investigating the impact of organizational culture on supply chain integration publication-title: Hum. Resour. Manag. doi: 10.1002/hrm.20381 – volume: 42 start-page: 1329 issue: 9 year: 2022 ident: 10.1016/j.ijpe.2024.109404_bib15 article-title: Unlocking supply chain agility and supply chain performance through the development of intangible supply chain analytical capabilities publication-title: Int. J. Oper. Prod. Manag. doi: 10.1108/IJOPM-06-2021-0383 – volume: 159 start-page: 1 year: 2015 ident: 10.1016/j.ijpe.2024.109404_bib118 article-title: Supply chain management in the era of the internet of things publication-title: Int. J. Prod. Econ. doi: 10.1016/j.ijpe.2014.11.014 – volume: 137 start-page: 250 issue: 2 year: 2012 ident: 10.1016/j.ijpe.2024.109404_bib25 article-title: Does supply chain integration mediate the relationships between product/process strategy and service performance? An empirical study publication-title: Int. J. Prod. Econ. doi: 10.1016/j.ijpe.2012.02.005 – volume: 16 start-page: 387 issue: 4 year: 1998 ident: 10.1016/j.ijpe.2024.109404_bib78 article-title: The empirical assessment of construct validity publication-title: J. Oper. Manag. doi: 10.1016/S0272-6963(98)00020-5 – volume: 59 start-page: 110 issue: 1 year: 2021 ident: 10.1016/j.ijpe.2024.109404_bib22 article-title: Empirical investigation of data analytics capability and organizational flexibility as complements to supply chain resilience publication-title: Int. J. Prod. Res. doi: 10.1080/00207543.2019.1582820 – volume: 146 start-page: 95 issue: 1 year: 2013 ident: 10.1016/j.ijpe.2024.109404_bib64 article-title: Ambidextrous organizational learning, environmental munificence and new product performance: moderating effect of managerial ties in China publication-title: Int. J. Prod. Econ. doi: 10.1016/j.ijpe.2012.11.008 – volume: 222 year: 2020 ident: 10.1016/j.ijpe.2024.109404_bib105 article-title: The performance effects of big data analytics and supply chain ambidexterity: the moderating effect of environmental dynamism publication-title: Int. J. Prod. Econ. doi: 10.1016/j.ijpe.2019.09.019 – volume: 49 start-page: 7441 issue: 24 year: 2011 ident: 10.1016/j.ijpe.2024.109404_bib19 article-title: Arcs of supply chain integration publication-title: Int. J. Prod. Res. doi: 10.1080/00207543.2010.524259 – volume: 229 year: 2020 ident: 10.1016/j.ijpe.2024.109404_bib59 article-title: The impact of digital technologies on economic and environmental performance in the context of industry 4.0: a moderated mediation model publication-title: Int. J. Prod. Econ. doi: 10.1016/j.ijpe.2020.107777 – volume: 12 start-page: 175 issue: 2 year: 1990 ident: 10.1016/j.ijpe.2024.109404_bib94 article-title: Diagnosing and dealing with multicollinearity publication-title: West. J. Nurs. Res. doi: 10.1177/019394599001200204 – volume: 39 start-page: 887 issue: 6/8 year: 2019 ident: 10.1016/j.ijpe.2024.109404_bib34 article-title: Understanding supply chain analytics capabilities and agility for data-rich environments publication-title: Int. J. Oper. Prod. Manag. doi: 10.1108/IJOPM-01-2019-0025 – volume: 174 year: 2022 ident: 10.1016/j.ijpe.2024.109404_bib53 article-title: A framework for assessing social acceptability of Industry 4.0 technologies for the development of digital manufacturing publication-title: Technol. Forecast. Soc. Change doi: 10.1016/j.techfore.2021.121217 – volume: 38 start-page: 1589 issue: 7 year: 2018 ident: 10.1016/j.ijpe.2024.109404_bib8 article-title: Understanding the value of big data in supply chain management and its business processes: towards a conceptual framework publication-title: Int. J. Oper. Prod. Manag. doi: 10.1108/IJOPM-05-2017-0268 |
SSID | ssj0007188 |
Score | 2.491161 |
Snippet | Supply chain analytics capability has recently gained more attention from both scholars and practitioners. Through the lens of information processing theory,... |
SourceID | crossref elsevier |
SourceType | Enrichment Source Index Database Publisher |
StartPage | 109404 |
SubjectTerms | Digital platform Supply chain agility Supply chain analytics capability Supply chain integration capability |
Title | How does data-driven supply chain analytics capability enhance supply chain agility in the digital era? |
URI | https://dx.doi.org/10.1016/j.ijpe.2024.109404 |
Volume | 277 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1LS8NAEF5KBdGDaFWsj7IHb7I2j027OUkpSnxQRC30FvaVNkXS0lakF3-7O8lGq0IPHkIeuwNhZpmZZb_5BqFzyblyEi6IZoEg1JMOYW4iCNMCKiGZ8lSO8u21oj69GwSDCuqWtTAAq7S-v_Dpube2X5pWm81pmjafndDL6cMABWn2AVBoTmkbVvnlxzfMw_je3BubyQRm28KZAuOVjqdAlelRYFWitlnbn-C0EnBudtGOzRRxp_iZPVTRWQ1tlkD1GtpeoRLcR8No8o7VRM8xYD6JmoEXw3Po2bnEcmT2_5gD_wiwMmNpImQOil1inY3A7r9mDotB82jyQ6zSIbQWwXrGrw5Q_-b6pRsR20SBSD9gC6g3a8PRnjKptMNd5QLhmNDMCwV3pU445bIV0rbnJ8C0DgehfpspnxojGkO5_iGqZpNMHyFsxoUZAYY_c2nFfG4EQ0eFYaDcJKwjt9ReLC3DODS6eI1LKNk4Bo3HoPG40HgdXXzJTAt-jbWzg9Io8Y9VEpsAsEbu-J9yJ2gL3oraw1NUXcze9JlJQhaika-yBtrodJ8eHuF-ex_1PgGoftxg |
linkProvider | Elsevier |
linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1LS8NAEB5qBR8H0apYn3vwJrF5bNrkJFIsVWsvttDbsslu2hRJS1uRXvztzuShVcGDh0DIzECY2cxs2G--AbgMpVRmJANDe25gcDs0Dc-KAsPTAXVCespWKcq3W2_3-cPAHZSgWfTCEKwyz_1ZTk-zdf6klnuzNo3j2rPp2yl9GKEg8T_AXYN1jp8vjTG4fv_CeWDyTdMxahuknnfOZCCveDwlrkybE60Sz6e1_apOKxWntQs7-VaR3WZvswclnVRgo0CqV2B7hUtwH4btyRtTEz1nBPo01IzSGJvT0M4lC0cyTpgkAhKiZWYhlsgUFbtkOhlR4H9oDjMh3uIGkal4SLNFmJ7JmwPot-56zbaRT1EwQsf1FtRw1qCzPYV7aVNayiLGsUB7th9IK9SR5DKs-7xhOxFRrdNJqNPwlMMxihgpyzmEcjJJ9BEwlAcoIYo_vLTyHImGvql831VW5FfBKrwnwpxinCZdvIgCSzYW5HFBHheZx6tw9WkzzQg2_tR2i6CIb8tEYAX4w-74n3YXsNnuPXVE5777eAJbJMkaEU-hvJi96jPckSyC83TFfQDtnNxZ |
openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=How+does+data-driven+supply+chain+analytics+capability+enhance+supply+chain+agility+in+the+digital+era%3F&rft.jtitle=International+journal+of+production+economics&rft.au=Cui%2C+Li&rft.au=Wang%2C+Ziyi&rft.au=Liu%2C+Yang&rft.au=Cao%2C+Guikun&rft.date=2024-11-01&rft.pub=Elsevier+B.V&rft.issn=0925-5273&rft.volume=277&rft_id=info:doi/10.1016%2Fj.ijpe.2024.109404&rft.externalDocID=S0925527324002615 |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0925-5273&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0925-5273&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0925-5273&client=summon |