2023
DOI: 10.3390/agriculture13071454
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The Efficiency of China’s Agricultural Circular Economy and Its Influencing Factors under the Rural Revitalization Strategy: A DEA–Malmquist–Tobit Approach

Abstract: In 2018, the Chinese government proposed the Rural Revitalization Strategy with the objective of bolstering economic development, social progress, and ecological protection in rural areas, thereby achieving rural modernization. This paper employs the Data Envelopment Analysis (DEA) method and the Malmquist index model to measure the efficiency and changes of the agricultural circular economy in 31 provinces and cities in China from 2017 to 2020. Using Tobit regression, we further examine the correlation analys… Show more

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Cited by 12 publications
(5 citation statements)
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“…Similarly, Fethi et al applied the DEA-Tobit model to examine the efficiency of European airlines [24]. Additionally, studies by Grmanová & Strunz [25], Guo et al [26], and Istaiteyeh et al [27] have also employed the DEA-Tobit model combination. In the cultural industries sector, Liu et al [28] used this model combination in their research on coastal ecotourism in China, Tu et al [29] in their study of the cultural services industry, and Liu [30] in his investigation of rural public cultural services.…”
Section: Methodsmentioning
confidence: 99%
“…Similarly, Fethi et al applied the DEA-Tobit model to examine the efficiency of European airlines [24]. Additionally, studies by Grmanová & Strunz [25], Guo et al [26], and Istaiteyeh et al [27] have also employed the DEA-Tobit model combination. In the cultural industries sector, Liu et al [28] used this model combination in their research on coastal ecotourism in China, Tu et al [29] in their study of the cultural services industry, and Liu [30] in his investigation of rural public cultural services.…”
Section: Methodsmentioning
confidence: 99%
“…For instance, DEA is often used in bank efficiency measurement (Chaudhary & Arora, 2022;Ferreira, 2020;Horvat et al, 2023;Thaker et al, 2022;Wu et al, 2022). Another field in which scholars apply DEA methodology is circular economy (Ding et al, 2020;Fan & Fang, 2020;Guo et al, 2023;Wang et al, 2021). There are works where DEA is used for companies' efficiency evaluation (Huang et al, 2021;Lin & Hong, 2020;Maziotis et al, 2020).…”
Section: Methodsmentioning
confidence: 99%
“…In addition, the development of circular agriculture is also an important system to ensure the sustainable development of agriculture. By measuring the efficiency and changes in the agricultural economy in 31 provinces and cities in China from 2017 to 2020, Guo et al [8] pointed out that the implementation of a rural revitalization strategy can improve the efficiency of agricultural circular economy, promote rural economic development, social progress and ecological protection, and realize rural modernization. Finally, this Special Issue also assesses two livestock development policies.…”
Section: Policies Of Agricultural Sustainable Developmentmentioning
confidence: 99%