Digitalization and artificial knowledge for accountability in SCM: a systematic literature review

被引:50
|
作者
Di Vaio, Assunta [1 ]
Latif, Badar [2 ]
Gunarathne, Nuwan [3 ]
Gupta, Manjul [4 ]
D'Adamo, Idiano [5 ]
机构
[1] Univ Napoli Parthenope, Dept Law, Naples, Italy
[2] Univ Putra Malaysia, Sch Business & Econ, Serdang, Malaysia
[3] Univ Sri Jayewardenepura, Dept Accounting, Nugegoda, Sri Lanka
[4] Florida Int Univ, Coll Business, Dept Informat Syst & Business Analyt, Miami, FL USA
[5] Univ Roma La Sapienza, Dept Comp Control & Management Engn, Rome, Italy
关键词
Artificial knowledge; Digitalization; Accountability; Resilience theory; Sustainable performance; Sustainable development goals; SUPPLY CHAIN MANAGEMENT; BIG DATA ANALYTICS; DYNAMIC CAPABILITIES; FUTURE; TRANSPARENCY; TRANSFORMATION; INTELLIGENCE; FRAMEWORK; IMPACT; CITNETEXPLORER;
D O I
10.1108/JEIM-08-2022-0275
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Purpose - In this study, the authors examine artificial knowledge as a fundamental stream of knowledge management for sustainable and resilient business models in supply chain management (SCM). The study aims to provide a comprehensive overview of artificial knowledge and digitalization as key enablers of the improvement of SCM accountability and sustainable performance towards the UN 2030 Agenda.Design/methodology/approach - Using the SCOPUS database and Google Scholar, the authors analyzed 135 English-language publications from 1990 to 2022 to chart the pattern of knowledge production and dissemination in the literature. The data were collected, reviewed and peer-reviewed before conducting bibliometric analysis and a systematic literature review to support future research agenda.Findings - The results highlight that artificial knowledge and digitalization are linked to the UN 2030 Agenda. The analysis further identifies the main issues in achieving sustainable and resilient SCM business models. Based on the results, the authors develop a conceptual framework for artificial knowledge and digitalization in SCM to increase accountability and sustainable performance, especially in times of sudden crises when business resilience is imperative.Research limitations/implications - The study results add to the extant literature by examining artificial knowledge and digitalization from the resilience theory perspective. The authors suggest that different strategic perspectives significantly promote resilience for SCM digitization and sustainable development. Notably, fostering diverse peer exchange relationships can help stimulate peer knowledge and act as a palliative mechanism that builds digital knowledge to strengthen and drive future possibilities.Practical implications - This research offers valuable guidance to supply chain practitioners, managers and policymakers in re-thinking, re-formulating and re-shaping organizational processes to meet the UN 2030 Agenda, mainly by introducing artificial knowledge in digital transformation training and education programs. In doing so, firms should focus not simply on digital transformation but also on cultural transformation to enhance SCM accountability and sustainable performance in resilient business models.Originality/value - This study is, to the authors' best knowledge, among the first to conceptualize artificial knowledge and digitalization issues in SCM. It further integrates resilience theory with institutional theory, legitimacy theory and stakeholder theory as the theoretical foundations of artificial knowledge in SCM, based on firms' responsibility to fulfill the sustainable development goals under the UN's 2030 Agenda.
引用
收藏
页码:606 / 672
页数:67
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