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

被引：0

作者：

Zhang Y. ^{[1
]}

Li N. ^{[1
]}

机构：

[1] Department of Economics, Sejong University, Seoul

来源：

Decision Making: Applications in Management and Engineering | 2024年 / 7卷 / 02期

关键词：

Big data; Digital technology; Information sharing; SC Function; Structural equation model;

D O I：

10.31181/dmame722024930

中图分类号：

学科分类号：

摘要：

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. © 2024 Regional Association for Security and crisis management. All rights reserved.

引用

页码：101 / 118

页数：17

共 32 条

[1]

Barbosa-Povoa A. P., da Silva C., Carvalho A., Opportunities and challenges in sustainable supply chain: An operations research perspective, European journal of operational research, 268, 2, pp. 399-431, (2018)

[2]

Maia A. L. M. D., Frogeri R. F., Optimizing business value via IT governance mechanisms: An examination of SMEs in Southern Minas Gerais, Brazil, J. Oper. Strateg Anal, 1, 3, pp. 106-114, (2023)

[3]

Mankawade A., Rothe S., Shaikh R., Bhavar N., Narnaware T., Deshmukh S., Processed Food Traceability using Blockchain Technology, 2023 IEEE 8th International Conference for Convergence in Technology (I2CT), pp. 1-7, (2023)

[4]

Eslamipoor R., Nobari A., A reliable and sustainable design of supply chain in healthcare under uncertainty regarding environmental impacts, Journal of applied research on industrial engineering, 10, 2, pp. 256-272, (2023)

[5]

Mastrocinque E., Ramirez F. J., Honrubia-Escribano A., Pham D. T., An AHP-based multi-criteria model for sustainable supply chain development in the renewable energy sector, Expert Systems with Applications, 150, (2020)

[6]

Esmaeilian B., Sarkis J., Lewis K., Behdad S., Blockchain for the future of sustainable supply chain management in Industry 4.0, Resources, Conservation and Recycling, 163, (2020)

[7]

Yadav S., Singh S. P., Blockchain critical success factors for sustainable supply chain, Resources, Conservation and Recycling, 152, (2020)

[8]

Bui T. D., Tsai F. M., Tseng M. L., Tan R. R., Yu K. D. S., Lim M. K., Sustainable supply chain management towards disruption and organizational ambidexterity: A data driven analysis, Sustainable production and consumption, 26, pp. 373-410, (2021)

[9]

Wang T., Wang Z., Guo L., Zhang J., Li W., He H., Wen Y., Experiences and challenges of agricultural development in an artificial oasis: A review, Agricultural Systems, 193, (2021)

[10]

Qaim M., Role of new plant breeding technologies for food security and sustainable agricultural development, Applied Economic Perspectives and Policy, 42, 2, pp. 129-150, (2020)

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