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Effects of Off-Farm Employment on the Eco-Efficiency of Cultivated Land Use: Evidence from the North China Plain

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  • Peng Zhang

    (School of Land Engineering, Chang’an University, Xi’an 710054, China
    Shaanxi Key Laboratory of Land Consolidation, Xi’an 710054, China)

  • Youxian Li

    (School of Land Engineering, Chang’an University, Xi’an 710054, China
    College of Public Administration, Nanjing Agricultural University, Nanjing 210095, China)

  • Xuefeng Yuan

    (School of Land Engineering, Chang’an University, Xi’an 710054, China
    Shaanxi Key Laboratory of Land Consolidation, Xi’an 710054, China)

  • Yonghua Zhao

    (School of Land Engineering, Chang’an University, Xi’an 710054, China
    Shaanxi Key Laboratory of Land Consolidation, Xi’an 710054, China)

Abstract

The effective allocation of labor and cultivated land resources to ensure food security is a global concern. Understanding the relationship between rural labor off-farm employment and the eco-efficiency of cultivated land use (ECLU) is critical, yet current research in this area remains insufficient. This study explores the dynamics between off-farm employment and ECLU using the North China Plain as a case study, analyzing panel data from 2001 to 2020 through spatial econometric models. The findings reveal significant temporal expansion and spatial differentiation in off-farm employment, with growth rates gradually slowing and spatial disparities diminishing. The average ECLU initially declined from 2001 to 2003, followed by fluctuating increases, with a notable acceleration in growth after 2017. A “U-shaped” relationship between off-farm employment and ECLU was identified, with a turning point at an off-farm employment ratio of 40.73%, occurring around 2003–2004 based on regional averages. Before this threshold, off-farm employment negatively impacted ECLU, while beyond this point, the impact became positive. The study also observed significant spatial spillover effects of off-farm employment on ECLU in the North China Plain. These findings underscore the complex interplay between rural labor migration and agricultural productivity. To maximize the benefits of off-farm employment, policies should encourage the reinvestment of income into sustainable agricultural practices. Furthermore, the significant spatial spillover effects call for enhanced regional coordination and tailored policy interventions to optimize labor allocation and improve ECLU.

Suggested Citation

  • Peng Zhang & Youxian Li & Xuefeng Yuan & Yonghua Zhao, 2024. "Effects of Off-Farm Employment on the Eco-Efficiency of Cultivated Land Use: Evidence from the North China Plain," Land, MDPI, vol. 13(9), pages 1-21, September.
    • Handle: RePEc:gam:jlands:v:13:y:2024:i:9:p:1538-:d:1483311
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    References listed on IDEAS

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    1. Jin Yang & Hui Wang & Songqing Jin & Kevin Chen & Jeffrey Riedinger & Chao Peng, 2016. "Migration, local off-farm employment, and agricultural production efficiency: evidence from China," Journal of Productivity Analysis, Springer, vol. 45(3), pages 247-259, June.
    2. Nguyen, Duc Loc & Grote, Ulrike & Nguyen, Trung Thanh, 2019. "Migration, crop production and non-farm labor diversification in rural Vietnam," Economic Analysis and Policy, Elsevier, vol. 63(C), pages 175-187.
    3. Yixuan Du & Zhe Zhao & Shuang Liu & Zhihui Li, 2023. "The Impact of Agricultural Labor Migration on the Urban–Rural Dual Economic Structure: The Case of Liaoning Province, China," Land, MDPI, vol. 12(3), pages 1-15, March.
    4. Theodore W. Schultz, 1966. "Transforming Traditional Agriculture: Reply," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 48(4_Part_I), pages 1015-1018.
    5. Xie, Hualin & Chen, Qianru & Wang, Wei & He, Yafen, 2018. "Analyzing the green efficiency of arable land use in China," Technological Forecasting and Social Change, Elsevier, vol. 133(C), pages 15-28.
    6. Larson, Donald & Mundlak, Yair, 1997. "On the Intersectoral Migration of Agricultural Labor," Economic Development and Cultural Change, University of Chicago Press, vol. 45(2), pages 295-319, January.
    7. Tone, Kaoru & Tsutsui, Miki, 2010. "An epsilon-based measure of efficiency in DEA - A third pole of technical efficiency," European Journal of Operational Research, Elsevier, vol. 207(3), pages 1554-1563, December.
    8. Xiuqing Zou & Meihui Xie & Zhiyuan Li & Kaifeng Duan, 2022. "Spatial Spillover Effect of Rural Labor Transfer on the Eco-Efficiency of Cultivated Land Use: Evidence from China," IJERPH, MDPI, vol. 19(15), pages 1-17, August.
    9. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    10. Ghimire, Tinusha & Harou, Aurélie P. & Balasubramanya, Soumya, 2023. "Migration, gender labor division and food insecurity in Tajikistan," Food Policy, Elsevier, vol. 116(C).
    11. Mendola, Mariapia, 2008. "Migration and technological change in rural households: Complements or substitutes?," Journal of Development Economics, Elsevier, vol. 85(1-2), pages 150-175, February.
    12. Tabe-Ojong, Martin Paul Jr. & Molua, Ernest L. & Nanfouet, Marco Alberto & Mkong, Cynthia J. & Kiven, Vanessa & Ntegang, Venant Atem, 2023. "Oil palm production, income gains, and off-farm employment among independent producers in Cameroon," Ecological Economics, Elsevier, vol. 208(C).
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