{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,11]],"date-time":"2026-05-11T19:14:21Z","timestamp":1778526861912,"version":"3.51.4"},"reference-count":70,"publisher":"Emerald","issue":"2","license":[{"start":{"date-parts":[[2023,6,19]],"date-time":"2023-06-19T00:00:00Z","timestamp":1687132800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.emerald.com\/insight\/site-policies"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JEIM"],"published-print":{"date-parts":[[2024,4,22]]},"abstract":"<jats:sec><jats:title content-type=\"abstract-subheading\">Purpose<\/jats:title><jats:p>This study aims to investigate the impact of digital transformation on supply chain resilience. Additionally, the paper examines the mediating effect of supply chain process integration as well as the moderating effect of environmental uncertainty in the relationship between digital transformation and supply chain resilience.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Design\/methodology\/approach<\/jats:title><jats:p>Drawing on digital empowerment theory, this study proposes a theoretical model. Using survey data collected from 216 enterprises in China, the study employs structural equation modeling to validate the theoretical model.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Findings<\/jats:title><jats:p>The results reveal that digital transformation has a significant impact on supply chain resilience. Three dimensions of supply chain process integration, namely, information flow integration, physical flow integration, and financial flow integration mediate the relationship between digital transformation and supply chain resilience. In addition, environmental uncertainty including market uncertainty and technology uncertainty positively moderates the relationship between digital transformation and supply chain resilience.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Originality\/value<\/jats:title><jats:p>First, this paper provides empirical evidence on both the direct and indirect effects of digital transformation on supply chain resilience. Second, this paper enriches the understanding of how supply chain integration impacts supply chain resilience in the digital transformation era by adopting a more granular perspective of process integration rather than broad external and internal integrations. Furthermore, this paper extends the knowledge of the role of external environment in digital transformation and supply chain risk management by examining the moderating effects of market uncertainty and technology uncertainty.<\/jats:p><\/jats:sec>","DOI":"10.1108\/jeim-09-2022-0333","type":"journal-article","created":{"date-parts":[[2023,6,16]],"date-time":"2023-06-16T03:15:17Z","timestamp":1686885317000},"page":"488-510","source":"Crossref","is-referenced-by-count":106,"title":["The effects of digital transformation on supply chain\u00a0resilience: a moderated and\u00a0mediated model"],"prefix":"10.1108","volume":"37","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2912-7182","authenticated-orcid":false,"given":"Yaqin","family":"Yuan","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6828-2556","authenticated-orcid":false,"given":"Hongying","family":"Tan","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6331-3897","authenticated-orcid":false,"given":"Linlin","family":"Liu","sequence":"additional","affiliation":[]}],"member":"140","published-online":{"date-parts":[[2023,6,19]]},"reference":[{"key":"key2024042006525440800_ref001","volume-title":"Multiple Regression: Testing and Interpreting Interactions","year":"1991"},{"key":"key2024042006525440800_ref002","doi-asserted-by":"publisher","DOI":"10.1109\/TEM.2022.3182479","article-title":"Industrial digitization, the use of real-time information, and operational agility: digital and information perspectives for supply chain resilience","year":"2022","journal-title":"IEEE Transactions on Engineering Management"},{"key":"key2024042006525440800_ref003","article-title":"The impact of using digital technologies on supply chain resilience and robustness: the role of memory under the covid-19 outbreak","volume":"226","year":"2023","journal-title":"Supply Chain Management: An International Journal"},{"key":"key2024042006525440800_ref004","doi-asserted-by":"crossref","first-page":"602","DOI":"10.1016\/j.jbusres.2021.08.011","article-title":"COVID-19 and digitalization: the\u00a0great acceleration","volume":"136","year":"2021","journal-title":"Journal of Business Research"},{"issue":"34","key":"key2024042006525440800_ref005","first-page":"111","article-title":"Firm's resilience to supply chain disruptions: scale development and empirical examination","volume":"33","year":"2015","journal-title":"Journal of Operations Management"},{"key":"key2024042006525440800_ref006","first-page":"1","article-title":"Literature review on digitalization capabilities: Co-citation analysis of antecedents, conceptualization and consequences","volume":"166","year":"2021","journal-title":"Technological Forecasting and Social Change"},{"issue":"1","key":"key2024042006525440800_ref007","first-page":"1","article-title":"Analysing supply chain resilience: integrating the constructs in a concept","volume":"22","year":"2017","journal-title":"Supply Chain Management: An International Journal"},{"issue":"15","key":"key2024042006525440800_ref008","first-page":"1161","article-title":"Assessing supply chain resilience to the outbreak of COVID-19 in Indian manufacturing firms","year":"2022","journal-title":"Operations Management Research"},{"issue":"14","key":"key2024042006525440800_ref009","doi-asserted-by":"crossref","first-page":"4397","DOI":"10.1080\/00207543.2021.1957506","article-title":"Data-driven secure, resilient and sustainable supply chains: gaps, opportunities, and a new generalised data sharing and data monetisation framework","volume":"60","year":"2022","journal-title":"International Journal of Production Research"},{"key":"key2024042006525440800_ref010","doi-asserted-by":"publisher","DOI":"10.1109\/TEM.2022.3209131","article-title":"Small- and medium-sized companies tackling the digital transformation of supply chain processes: insights from a multiple case study in the German manufacturing industry","year":"2022","journal-title":"IEEE Transactions on Engineering Management"},{"issue":"3","key":"key2024042006525440800_ref011","doi-asserted-by":"publisher","first-page":"55","DOI":"10.1111\/jscm.12050","article-title":"A contingent resource-based perspective of supply chain resilience and robustness","volume":"50","year":"2014","journal-title":"Journal of Supply Chain Management"},{"issue":"2","key":"key2024042006525440800_ref012","doi-asserted-by":"crossref","first-page":"99","DOI":"10.1016\/j.pursup.2019.02.002","article-title":"Supply chain finance: historical foundations, current research, future developments","volume":"25","year":"2019","journal-title":"Journal of Purchasing and Supply Management"},{"issue":"2","key":"key2024042006525440800_ref013","doi-asserted-by":"crossref","first-page":"27","DOI":"10.1002\/j.2158-1592.2009.tb00110.x","article-title":"Supply chain process integration: a theoretical framework","volume":"30","year":"2009","journal-title":"Journal of Business Logistics"},{"issue":"3","key":"key2024042006525440800_ref014","doi-asserted-by":"crossref","first-page":"471","DOI":"10.2307\/258093","article-title":"The empowerment process: integrating theory and practice","volume":"13","year":"1988","journal-title":"Academy of Management Review"},{"key":"key2024042006525440800_ref015","doi-asserted-by":"publisher","DOI":"10.1007\/s10479-022-04735-y","article-title":"Investigating the relationship between digital technologies, supply chain integration and firm resilience in the context of COVID-19","year":"2022","journal-title":"Annals of Operations Research"},{"issue":"1","key":"key2024042006525440800_ref016","doi-asserted-by":"publisher","first-page":"47","DOI":"10.1002\/smj.431","article-title":"Revisiting the miles and snow strategic framework: uncovering interrelationships between strategic types, capabilities, environmental uncertainty, and firm performance","volume":"26","year":"2005","journal-title":"Strategic Management Journal"},{"issue":"11","key":"key2024042006525440800_ref017","doi-asserted-by":"crossref","first-page":"3381","DOI":"10.1080\/00207543.2020.1722860","article-title":"Blockchain technology for enhancing swift-trust, collaboration and resilience within a humanitarian supply chain setting","volume":"58","year":"2020","journal-title":"International Journal of Production Research"},{"issue":"1","key":"key2024042006525440800_ref018","doi-asserted-by":"crossref","first-page":"110","DOI":"10.1080\/00207543.2019.1582820","article-title":"Empirical investigation of data analytics capability and organizational flexibility as complements to supply chain resilience","volume":"59","year":"2021","journal-title":"International Journal of Production Research"},{"key":"key2024042006525440800_ref019","article-title":"Can supply chain risk management practices mitigate the disruption impacts on supply chains' resilience and robustness? Evidence from an empirical survey in a COVID-19 outbreak era","volume":"233","year":"2021","journal-title":"International Journal of Production Economics"},{"issue":"4","key":"key2024042006525440800_ref020","doi-asserted-by":"publisher","first-page":"414","DOI":"10.1109\/TEM.2016.2598814","article-title":"The effectiveness of supply chain risk information processing capability: an information processing perspective","volume":"63","year":"2016","journal-title":"IEEE Transactions on Engineering Management"},{"issue":"7","key":"key2024042006525440800_ref021","doi-asserted-by":"crossref","first-page":"1192","DOI":"10.1108\/IJOPM-10-2020-0702","article-title":"Strategic supplier relationships and supply chain resilience: is digital transformation that precludes trust beneficial?","volume":"41","year":"2021","journal-title":"International Journal of Operations and Production Management"},{"issue":"1","key":"key2024042006525440800_ref022","doi-asserted-by":"crossref","first-page":"39","DOI":"10.1177\/002224378101800104","article-title":"Evaluating structural equation models with unobservable variables and measurement error","volume":"18","year":"1981","journal-title":"Journal of Marketing Research"},{"key":"key2024042006525440800_ref023","article-title":"Resilience in healthcare systems: cyber security and digital transformation","volume":"121","year":"2023","journal-title":"Technovation"},{"issue":"5","key":"key2024042006525440800_ref024","doi-asserted-by":"crossref","first-page":"1075","DOI":"10.1142\/S0219622014500163","article-title":"The impact of information system-enabled supply chain process integration on business performance: a resource-based analysis","volume":"13","year":"2014","journal-title":"International Journal of Information Technology and Decision Making"},{"key":"key2024042006525440800_ref025","article-title":"The impact of information technology usage on supply chain resilience and performance : an ambidexterous view","volume":"232","year":"2021","journal-title":"International Journal of Production Economics"},{"key":"key2024042006525440800_ref026","first-page":"v","article-title":"Notes from the Editors: redefining some methodological criteria for the journal","volume":"37","year":"2015","journal-title":"Journal of Operations Management"},{"key":"key2024042006525440800_ref027","article-title":"Examining the influence of big data analytics and additive manufacturing on supply chain risk control and resilience: an empirical study","volume":"172","year":"2022","journal-title":"Computers and Industrial Engineering"},{"key":"key2024042006525440800_ref028","volume-title":"Multivariate Data Analysis","year":"1988"},{"issue":"5","key":"key2024042006525440800_ref029","doi-asserted-by":"publisher","first-page":"1159","DOI":"10.1111\/joms.12639","article-title":"A systematic review of the literature on digital transformation: insights and implications for strategy and organizational change","volume":"58","year":"2021","journal-title":"Journal of Management Studies"},{"issue":"6","key":"key2024042006525440800_ref030","doi-asserted-by":"publisher","first-page":"661","DOI":"10.1108\/SCM-08-2015-0336","article-title":"Antecedents and consequences of supply chain information integration: a resource-based view","volume":"21","year":"2016","journal-title":"Supply Chain Management"},{"issue":"1","key":"key2024042006525440800_ref031","doi-asserted-by":"crossref","first-page":"70","DOI":"10.1108\/JEIM-12-2020-0558","article-title":"From supply chain resilience to supply chain disruption orientation: the moderating role of supply chain complexity","volume":"36","year":"2023","journal-title":"Journal of Enterprise Information Management"},{"key":"key2024042006525440800_ref032","doi-asserted-by":"publisher","DOI":"10.1109\/TEM.2021.3095193","article-title":"Digital supply chain management and technology to enhance resilience by building and using end-to-end visibility during the COVID-19 pandemic","year":"2021","journal-title":"IEEE Transactions on Engineering Management"},{"issue":"10","key":"key2024042006525440800_ref033","doi-asserted-by":"crossref","first-page":"2904","DOI":"10.1080\/00207543.2020.1750727","article-title":"Viability of intertwined supply networks: extending the supply chain resilience angles towards survivability. A position paper motivated by COVID-19 outbreak","volume":"58","year":"2020","journal-title":"International Journal of Production Research"},{"issue":"3","key":"key2024042006525440800_ref034","doi-asserted-by":"crossref","first-page":"324","DOI":"10.1177\/0092070305285953","article-title":"Alliance orientation: conceptualization, measurement, and impact on market performance","volume":"34","year":"2006","journal-title":"Journal of the Academy of Marketing Science"},{"issue":"1","key":"key2024042006525440800_ref035","first-page":"965","article-title":"Supply chain disruptions and resilience: a major review and future research agenda","volume":"319","year":"2021","journal-title":"Annals of Operations Research"},{"key":"key2024042006525440800_ref036","doi-asserted-by":"crossref","first-page":"623","DOI":"10.1016\/j.jbusres.2022.06.048","article-title":"SMEs and digital transformation during a crisis: the emergence of resilience as a second-order dynamic capability in an entrepreneurial ecosystem","volume":"150","year":"2022","journal-title":"Journal of Business Research"},{"issue":"8","key":"key2024042006525440800_ref037","doi-asserted-by":"crossref","first-page":"842","DOI":"10.1108\/IJPDLM-02-2017-0099","article-title":"Supply chain resilience : a systematic literature review and typological framework resilience","volume":"48","year":"2018","journal-title":"International Journal of Physical Distribution & Logistics Management"},{"issue":"4","key":"key2024042006525440800_ref038","doi-asserted-by":"crossref","first-page":"86","DOI":"10.1177\/0008125620940296","article-title":"Digital transformation and organization design: an\u00a0integrated approach","volume":"62","year":"2020","journal-title":"California Management Review"},{"key":"key2024042006525440800_ref039","doi-asserted-by":"publisher","DOI":"10.1109\/TEM.2022.3171606","article-title":"Roles of mobilized controls and environmental uncertainty on supply chain resilience: an empirical study from dynamic-capabilities-view and levers-of-control perspectives","year":"2022","journal-title":"IEEE Transactions on Engineering Management"},{"issue":"4","key":"key2024042006525440800_ref040","doi-asserted-by":"publisher","first-page":"684","DOI":"10.1080\/09586190110037344","article-title":"Is empowerment really a new concept?","volume":"12","year":"2001","journal-title":"International Journal of Human Resource Management"},{"issue":"3","key":"key2024042006525440800_ref041","doi-asserted-by":"crossref","first-page":"174","DOI":"10.17705\/1jais.00390","article-title":"ICT-enabled community empowerment in crisis response : social media in Thailand flooding 2011","volume":"16","year":"2015","journal-title":"Journal of Association for Information Systems"},{"issue":"2","key":"key2024042006525440800_ref042","doi-asserted-by":"crossref","first-page":"475","DOI":"10.25300\/MISQ\/2016\/40.2.11","article-title":"The emergence of self-organizing e-commerce ecosystems in remote villages of China: a tale of digital empowerment for rural development","volume":"40","year":"2016","journal-title":"MIS Quarterly"},{"key":"key2024042006525440800_ref043","doi-asserted-by":"crossref","first-page":"28","DOI":"10.1016\/j.indmarman.2022.04.007","article-title":"Digital transformation and sustainable performance: the moderating role of market turbulence","volume":"104","year":"2022","journal-title":"Industrial Marketing Management"},{"issue":"6","key":"key2024042006525440800_ref044","doi-asserted-by":"crossref","first-page":"1129","DOI":"10.1111\/isj.12153","article-title":"Digital transformation by SME entrepreneurs: a\u00a0capability perspective","volume":"28","year":"2018","journal-title":"Information Systems Journal"},{"key":"key2024042006525440800_ref045","doi-asserted-by":"crossref","first-page":"190","DOI":"10.1016\/j.indmarman.2022.06.002","article-title":"Digital technology deployment and firm resilience: evidence from the COVID-19 pandemic","volume":"105","year":"2022","journal-title":"Industrial Marketing Management"},{"key":"key2024042006525440800_ref046","volume-title":"Supply Chain Networks and Business Process Orientation","year":"2002"},{"issue":"8","key":"key2024042006525440800_ref047","doi-asserted-by":"crossref","first-page":"1191","DOI":"10.1080\/13675567.2021.1893288","article-title":"A systematic mapping review exploring 10 years of research on supply chain resilience and reconfiguration","volume":"25","year":"2022","journal-title":"International Journal of Logistics: Research and Applications"},{"key":"key2024042006525440800_ref048","doi-asserted-by":"publisher","DOI":"10.1016\/j.technovation.2020.102121","article-title":"Managing the digital supply chain: the role of smart technologies","volume":"96-97","year":"2020","journal-title":"Technovation"},{"key":"key2024042006525440800_ref049","doi-asserted-by":"publisher","DOI":"10.1080\/13675567.2021.2017419","article-title":"How blockchain impacts the supply chain finance platform business model reconfiguration","year":"2021","journal-title":"International Journal of Logistics: Research and Applications"},{"key":"key2024042006525440800_ref050","article-title":"Supply chain resilience during the COVID-19 pandemic","volume":"68","year":"2022","journal-title":"Technology in Society"},{"issue":"3","key":"key2024042006525440800_ref051","first-page":"58","article-title":"Supply chain integration and supply chain performance: the mediating role of supply chain resilience","volume":"9","year":"2020","journal-title":"International Journal of Supply Chain Management"},{"issue":"5","key":"key2024042006525440800_ref052","doi-asserted-by":"crossref","first-page":"879","DOI":"10.1037\/0021-9010.88.5.879","article-title":"Common method biases in behavioral research: a critical review of the literature and recommended remedies","volume":"88","year":"2003","journal-title":"Journal of Applied Psychology"},{"issue":"7","key":"key2024042006525440800_ref053","doi-asserted-by":"crossref","first-page":"2063","DOI":"10.1080\/00207543.2019.1650976","article-title":"Blockchain applications in supply chains, transport and logistics: a systematic review of the literature","volume":"58","year":"2020","journal-title":"International Journal of Production Research"},{"issue":"3","key":"key2024042006525440800_ref054","doi-asserted-by":"publisher","first-page":"879","DOI":"10.3758\/BRM.40.3.879","article-title":"Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models","volume":"40","year":"2008","journal-title":"Behavior Research Methods"},{"key":"key2024042006525440800_ref055","article-title":"Industry 4.0 enables supply chain resilience and supply chain performance","volume":"185","year":"2022","journal-title":"Technological Forecasting and Social Change"},{"issue":"2","key":"key2024042006525440800_ref056","doi-asserted-by":"crossref","first-page":"225","DOI":"10.2307\/25148729","article-title":"Firm performance impacts of digitally enabled supply chain integration capabilities","volume":"30","year":"2006","journal-title":"MIS Quarterly"},{"issue":"2","key":"key2024042006525440800_ref057","doi-asserted-by":"publisher","first-page":"315","DOI":"10.1108\/SCM-05-2017-0187","article-title":"Role of compatibility and supply chain process integration in facilitating supply chain capabilities and organizational performance","volume":"24","year":"2019","journal-title":"Supply Chain Management: An International Journal"},{"issue":"3","key":"key2024042006525440800_ref058","doi-asserted-by":"crossref","first-page":"396","DOI":"10.1177\/002224377701400320","article-title":"Estimating nonresponse bias in mail surveys","volume":"14","year":"1977","journal-title":"Journal of Marketing Research"},{"issue":"1","key":"key2024042006525440800_ref059","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1108\/JBIM-09-2021-0456","article-title":"The impact of digitalization on supply chain resilience: an empirical study of the Chinese manufacturing industry","volume":"38","year":"2023","journal-title":"Journal of Business and Industrial Marketing"},{"issue":"7-8","key":"key2024042006525440800_ref060","first-page":"1095","article-title":"Digital transforming capability and performance: a microfoundational perspective","volume":"40","year":"2020","journal-title":"International Journal of Operations and Production Management"},{"key":"key2024042006525440800_ref061","article-title":"Improving supply chain resilience through industry 4.0: a\u00a0systematic literature review under the impressions of the COVID-19 pandemic","volume":"158","year":"2021","journal-title":"Computers and Industrial Engineering"},{"key":"key2024042006525440800_ref062","doi-asserted-by":"crossref","first-page":"414","DOI":"10.1016\/j.jclepro.2018.02.114","article-title":"Digital empowerment in a WEEE collection business ecosystem: a comparative study of two typical cases in China","volume":"184","year":"2018","journal-title":"Journal of Cleaner Production"},{"issue":"1","key":"key2024042006525440800_ref063","doi-asserted-by":"crossref","first-page":"229","DOI":"10.1108\/IMDS-12-2021-0784","article-title":"Nexus among blockchain visibility, supply chain integration and supply chain performance in the digital transformation era","volume":"123","year":"2023","journal-title":"Industrial Management & Data Systems"},{"issue":"3","key":"key2024042006525440800_ref064","doi-asserted-by":"crossref","first-page":"326","DOI":"10.1016\/j.lrp.2018.12.001","article-title":"Building dynamic capabilities for digital transformation: an\u00a0ongoing process of strategic renewal","volume":"52","year":"2019","journal-title":"Long Range Planning"},{"key":"key2024042006525440800_ref065","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2019.107610","article-title":"Supply chain and external conditions under which supply chain resilience pays: an organizational information processing theorization","volume":"226","year":"2020","journal-title":"International Journal of Production Economics"},{"issue":"7","key":"key2024042006525440800_ref066","doi-asserted-by":"publisher","first-page":"1085","DOI":"10.1108\/IJOPM-09-2020-0664","article-title":"The impact of digitalization and inter-organizational technological activities on supplier opportunism: the moderating role of relational ties","volume":"41","year":"2021","journal-title":"International Journal of Operations and Production Management"},{"key":"key2024042006525440800_ref067","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.techfore.2021.120795","article-title":"The adoption of digital technologies in supply chains: drivers, process and impact","volume":"169","year":"2021","journal-title":"Technological Forecasting and Social Change"},{"issue":"4","key":"key2024042006525440800_ref068","first-page":"10867","article-title":"Identifying the pathways through digital transformation to achieve supply chain resilience: an fsQCA approach","volume":"30","year":"2023","journal-title":"Environmental Science and Pollution Research"},{"issue":"6","key":"key2024042006525440800_ref069","doi-asserted-by":"publisher","first-page":"1592","DOI":"10.1108\/JEIM-09-2021-0383","article-title":"The effects of supply chain risk information processing capability and supply chain finance on supply chain resilience: a moderated and mediated model","volume":"35","year":"2022","journal-title":"Journal of Enterprise Information Management"},{"issue":"2","key":"key2024042006525440800_ref070","doi-asserted-by":"publisher","first-page":"544","DOI":"10.1108\/IMDS-10-2020-0621","article-title":"How does information integration enhance SMEs \u2019 credit quality : the mediating role of supply chain capabilities","volume":"122","year":"2022","journal-title":"Industrial Management & Data Systems"}],"container-title":["Journal of Enterprise Information Management"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.emerald.com\/insight\/content\/doi\/10.1108\/JEIM-09-2022-0333\/full\/xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.emerald.com\/insight\/content\/doi\/10.1108\/JEIM-09-2022-0333\/full\/html","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,24]],"date-time":"2025-07-24T22:32:08Z","timestamp":1753396328000},"score":1,"resource":{"primary":{"URL":"http:\/\/www.emerald.com\/jeim\/article\/37\/2\/488-510\/1237711"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,6,19]]},"references-count":70,"journal-issue":{"issue":"2","published-online":{"date-parts":[[2023,6,19]]},"published-print":{"date-parts":[[2024,4,22]]}},"alternative-id":["10.1108\/JEIM-09-2022-0333"],"URL":"https:\/\/doi.org\/10.1108\/jeim-09-2022-0333","relation":{},"ISSN":["1741-0398"],"issn-type":[{"value":"1741-0398","type":"print"}],"subject":[],"published":{"date-parts":[[2023,6,19]]}}}