A decision framework for incorporating the coordination and behavioural issues in sustainable supply chains in digital economy

Kumar, Patanjal; Mangla, Sachin Kumar; Kazançoğlu, Yiğit; Emrouznejad, Ali

doi:10.1007/s10479-022-04814-0

Cited by 24 publications

(6 citation statements)

References 125 publications

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“…Such barriers can be further categorized in broad terms such as policy-related, logistics-based, technological and organizational challenges.Future research needs to investigate the antecedents of behavioral and SSC in the context of digitization by using MCDM approaches (Kumar et al. , 2022a, b, c). It is suggested to utilize ISM, fuzzy DEMATEL and other judgmental tools to analyze the barriers and solutions related to lean, green practices in the food SC (Srinivasan et al.…”

Section: Discussion and Application Area-wise Key Insights For Futurementioning

confidence: 99%

“…Enablers of social performance in the era of digitalization can be studied using the case study approach or other empirical methods in future research (Kumar et al. , 2022a, b, c). Existing studies have directed to use of various research methods such as DEMATEL and fuzzy SEM to analyze the cause–effect relationship among the SSC indicators (Tseng et al.…”

Section: Discussion and Application Area-wise Key Insights For Futurementioning

confidence: 99%

“…Future research needs to investigate the antecedents of behavioral and SSC in the context of digitization by using MCDM approaches (Kumar et al. , 2022a, b, c).…”

Section: Discussion and Application Area-wise Key Insights For Futurementioning

confidence: 99%

“…Enablers of social performance in the era of digitalization can be studied using the case study approach or other empirical methods in future research (Kumar et al. , 2022a, b, c).…”

Section: Discussion and Application Area-wise Key Insights For Futurementioning

confidence: 99%

“…, 2021; Kumar et al. , 2022a, b, c). Thus, in recent years, research on the social dimension, along with others, has been increasing.…”

Section: Theoretical Foundation and Related Workmentioning

confidence: 98%

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Application of fuzzy methods in green and sustainable supply chains: critical insights from a systematic review and bibliometric analysis

Nirmal

Kumar

Singh

2023

BIJ

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PurposeThe main purpose of this study is to provide a comprehensive review and critical insights of the application of fuzzy methods in modeling, assessing and understanding the various aspects of green and sustainable supply chains (SSCs).Design/methodology/approachThe present study conducts a systematic literature review (SLR) and bibliometric analysis of 252 research articles. This study employs various tools such as VOSviewer version 1.6.10, Publish or Perish, Mendeley and Excel that aid in descriptive analysis, bibliometric analysis and network visualization. These tools have been used for performing citation analysis, top authors' analysis, co-occurrence of keywords, cluster and content analysis.FindingsThe authors have divided the literature into seven application areas and discussed detailed insights. This study has observed that research in the social sustainability area, including various issues like health and safety, labor rights, discrimination, etc. is scarce. Integration of the Industry 4.0 technologies like blockchain, big data analytics, Internet of Things (IoT) with the sustainable and green supply chain (GSC) is a promising field for future research.Originality/valueThe authors' contribution primarily lies in providing the integrated framework which shows the changing trends in the use of fuzzy methods in the sustainability area classifying and consolidating green and sustainable supply chain management (SSCM) literature in seven major areas where fuzzy methods are predominantly applied. These areas have been obtained after the analysis of clusters and content analysis of the literature presenting key insights from the past and developing the conceptual framework for future research studies.

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Section: Discussion and Application Area-wise Key Insights For Futurementioning

confidence: 99%

Section: Discussion and Application Area-wise Key Insights For Futurementioning

confidence: 99%

“…Future research needs to investigate the antecedents of behavioral and SSC in the context of digitization by using MCDM approaches (Kumar et al. , 2022a, b, c).…”

Section: Discussion and Application Area-wise Key Insights For Futurementioning

confidence: 99%

“…Enablers of social performance in the era of digitalization can be studied using the case study approach or other empirical methods in future research (Kumar et al. , 2022a, b, c).…”

Section: Discussion and Application Area-wise Key Insights For Futurementioning

confidence: 99%

“…, 2021; Kumar et al. , 2022a, b, c). Thus, in recent years, research on the social dimension, along with others, has been increasing.…”

Section: Theoretical Foundation and Related Workmentioning

confidence: 98%

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Application of fuzzy methods in green and sustainable supply chains: critical insights from a systematic review and bibliometric analysis

Nirmal

Kumar

Singh

2023

BIJ

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Fully fuzzy DEA: a novel additive slacks-based measure model

Gerami,

Mozaffari,

Wanke

et al. 2023

Soft Comput

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The subject of assessing the relative efficiency of Decision-Making Units (DMUs) has been explored extensively in the literature on Data Envelopment Analysis (DEA). While typical DEA models require exact and conclusive data, the observed values of the inputs and outputs in real-world problems may be inaccurate or ambiguous. This paper presents a novel fully fuzzy DEA (FFDEA) model based on the additive slacks-based measure (ASBM). FFDEA models imply that all inputs, outputs, and variables, are fuzzy. It is demonstrated how fuzzy ranking and fuzzy arithmetic approaches can be used to handle the trapezoidal fuzzy number assumptions. To solve the fuzzy ASBM model under variable returns-to-scale assumptions, we proposed two different methods, first method use of lexicographic method for solving multi-objective linear programming (MOLP) approach, which provides an efficiency measure and a fuzzy goal operating point for each DMU under assessment. In alternative method, we convert the fuzzy linear fractional programming problems to an equivalent MOLP problem. A case study is provided to illustrate the applicability of the proposed approach for selecting sustainable suppliers, we compare the results with other fuzzy DEA approaches, while shedding light on future research venues.

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What is so special about the analytic hierarchy and network process?

Ishizaka

2023

Ann Oper Res

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A decision framework for incorporating the coordination and behavioural issues in sustainable supply chains in digital economy

Cited by 24 publications

References 125 publications

Application of fuzzy methods in green and sustainable supply chains: critical insights from a systematic review and bibliometric analysis

Application of fuzzy methods in green and sustainable supply chains: critical insights from a systematic review and bibliometric analysis

Fully fuzzy DEA: a novel additive slacks-based measure model

What is so special about the analytic hierarchy and network process?

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