Bibliometric Analysis of Data Envelopment Analysis in Supply Chain Management

Sıcakyuz, Cigdem

doi:10.56578/josa010103

Cited by 9 publications

(2 citation statements)

References 40 publications

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“…This research provides a valuable framework for decision-makers in the automotive industry. Sıcakyüz [15] presented a bibliometric analysis of the use of Data Envelopment Analysis (DEA) in Supply Chain Management (SCM) over the years. It offers insights into research trends, the geographical distribution of authors, working areas, journals, and the content of studies related to DEA in SCM.…”

Section: Research Status Of Sustainable Scmentioning

confidence: 99%

Performance Evaluation of Intelligent Agricultural Supply Chain Based on Structural Equation Model

Zhang,

2024

Decis. Mak. Appl. Manag. Eng.

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To solve the problems of unstable chain and poor supply chain (SC) function in the China’s agriculture industry, the relevant study is carried out on the function evaluation of the sustainable agricultural SC by structural equation modelling (SEM) under the background of digital technology. Primarily, the analysis is implemented on the research status of the sustainable SC and SC function. Then, starting with the relationship among big data (BD) application, information sharing, and sustainable SC function of agricultural production, a function evaluation model is implemented for the sustainable SC of SEM-based agricultural production. Next, a questionnaire is designed for the research on the impact of BD applications on the function of the sustainable agricultural SC. Ultimately, the statistical analysis of the obtained data reveals the correlation between the interaction and influence among the BD application, information sharing, and sustainable SC function of agricultural production. The results show that the BD application dimension, information sharing dimension, and all sub-dimensions have is beneficial to the function of the agricultural sustainable SC. The application of multidimensional cloud technology in BD has no obvious relationship with the dimensionality and level of information sharing, and the relationship between other corresponding dimensions shows a significant positive impact. A referenceable method is provided for the practice of sustainable SC management of agricultural production.

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Section: Research Status Of Sustainable Scmentioning

confidence: 99%

Performance Evaluation of Intelligent Agricultural Supply Chain Based on Structural Equation Model

Zhang,

2024

Decis. Mak. Appl. Manag. Eng.

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“…Moreover, in recent years, various scholars have proposed several approaches to DEA models. For more details see [33][34][35][36][37][38][39][40][41].…”

Section: Introductionmentioning

confidence: 99%

Inverse Data Envelopment Analysis Model to Improve Efficiency by Increasing Outputs

Shikhzahedi,

Amirteimoori,

Kordrostami

et al. 2024

Decis. Mak. Appl. Manag. Eng.

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Inverse Data Envelopment Analysis (IDEA) has gained significant attention among researchers as an analytical tool for assessing efficiency. Estimating input values while ensuring cost efficiency through changes in output quantities is complex and sensitive. In contrast to conventional data envelopment analysis methods, IDEA enables the quantification of input/output variations resulting from output/input reductions or expansions while preserving the measurement efficiency level. This paper aims to introduce a novel approach for estimating input values by incrementally increasing the value of each output of decision-making units (DMUs) during the evaluation process, thereby maintaining or improving cost efficiency. By utilizing IDEA and manipulating the output values of the DMU under evaluation, the input values are estimated while ensuring constant or enhanced cost efficiency. A simple numerical example and a case study from a Turkish automotive company are presented to validate the proposed method. The obtained results demonstrate significant improvements and hold promising prospects, indicating the potential applicability of this approach to other similar problems and research areas.

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An integrated cost based approach for warehouse performance evaluation: A new multiphase model

Chen,

Liu,

Stević

et al. 2024

Alexandria Engineering Journal

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Bibliometric Analysis of Data Envelopment Analysis in Supply Chain Management

Abstract: ȹ ǚ 2023 by the authors. Licensee Acadlore Publishing Services Limited, Hong Kong. This article can be downloaded for free, and reused and quoted with a citation of the original published version, under the CC BY 4.0 license.

Cited by 9 publications

References 40 publications

Performance Evaluation of Intelligent Agricultural Supply Chain Based on Structural Equation Model

Performance Evaluation of Intelligent Agricultural Supply Chain Based on Structural Equation Model

Inverse Data Envelopment Analysis Model to Improve Efficiency by Increasing Outputs

An integrated cost based approach for warehouse performance evaluation: A new multiphase model

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