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Nonlinear Nexus between Agricultural Tourism Integration and Agricultural Green Total Factor Productivity in China

Author

Listed:
  • Bing Yang

    (School of Economics, Xihua University, Chengdu 610039, China)

  • Yansong Li

    (School of Economics, Shandong University of Finance and Economics, Jinan 250014, China)

  • Mengjiao Wang

    (Institute of Area and International Communication Studies, Shenzhen University, Shenzhen 518060, China)

  • Jianxu Liu

    (School of Economics, Shandong University of Finance and Economics, Jinan 250014, China)

Abstract

The integration of agriculture and tourism has emerged as a potential strategy to boost agricultural productivity and promote sustainable rural development in China. This study investigates the impact of agricultural tourism integration (ATI) on agricultural green total factor productivity (AGTFP) in China, filling a research gap in understanding the complex dynamic nexus. We examine the mediating role of the agricultural industrial structure adjustment index (AISAI) and the threshold effects of ATI and human capital level (HCL) using a panel dataset of 30 Chinese provinces from 2011 to 2021. The empirical results reveal three key findings: (1) ATI has a significant positive impact on AGTFP growth; (2) the AISAI partially mediates the relationship between ATI and AGTFP; and (3) ATI and HCL have a double-threshold effect and a single-threshold effect on the ATI-AGTFP nexus, respectively. These findings suggest that the effectiveness of ATI in promoting AGTFP varies across different stages of integration and levels of human capital development. The empirical results contribute to the literature on rural development strategies by providing an in-depth understanding of how ATI influences agricultural productivity and sustainability. Based on these findings, we propose targeted policy recommendations to optimize ATI strategies and invest in human capital to improve the resilience and sustainability of rural economies in China.

Suggested Citation

  • Bing Yang & Yansong Li & Mengjiao Wang & Jianxu Liu, 2024. "Nonlinear Nexus between Agricultural Tourism Integration and Agricultural Green Total Factor Productivity in China," Agriculture, MDPI, vol. 14(8), pages 1-23, August.
    • Handle: RePEc:gam:jagris:v:14:y:2024:i:8:p:1386-:d:1458078
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    References listed on IDEAS

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    1. Yafei Wang & Zihan Zhao & Ming Xu & Zhixiong Tan & Jingwei Han & Lichen Zhang & Siying Chen, 2023. "Agriculture–Tourism Integration’s Impact on Agricultural Green Productivity in China," Agriculture, MDPI, vol. 13(10), pages 1-22, October.
    2. Mikael Lindahl & Alan B. Krueger, 2001. "Education for Growth: Why and for Whom?," Journal of Economic Literature, American Economic Association, vol. 39(4), pages 1101-1136, December.
    3. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    4. Feng Zhou & Chunhui Wen, 2023. "Research on the Level of Agricultural Green Development, Regional Disparities, and Dynamic Distribution Evolution in China from the Perspective of Sustainable Development," Agriculture, MDPI, vol. 13(7), pages 1-47, July.
    5. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    6. Flanigan, Sharon & Blackstock, Kirsty & Hunter, Colin, 2014. "Agritourism from the perspective of providers and visitors: a typology-based study," Tourism Management, Elsevier, vol. 40(C), pages 394-405.
    7. Abramovitz, Moses, 1986. "Catching Up, Forging Ahead, and Falling Behind," The Journal of Economic History, Cambridge University Press, vol. 46(2), pages 385-406, June.
    8. Zhen Wang & Jiayi Zhu & Xieqihua Liu & Dongdong Ge & Bin Liu, 2023. "Research on Spatial-Temporal Characteristics and Affecting Factors of Agricultural Green Total Factor Productivity in Jiangxi Province," Sustainability, MDPI, vol. 15(11), pages 1-19, June.
    9. Matthew R. Marvel & Justin L. Davis & Curtis R. Sproul, 2016. "Human Capital and Entrepreneurship Research: A Critical Review and Future Directions," Entrepreneurship Theory and Practice, , vol. 40(3), pages 599-626, May.
    10. Gary S. Becker, 1994. "Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education, Third Edition," NBER Books, National Bureau of Economic Research, Inc, number beck94-1.
    11. Yuxi Luo & Tianren Xiong & Defeng Meng & Anrong Gao & Yan Chen, 2023. "Does the Integrated Development of Agriculture and Tourism Promote Farmers’ Income Growth? Evidence from Southwestern China," Agriculture, MDPI, vol. 13(9), pages 1-25, September.
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