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Beyond the land quantity: Rethinking the role of land quality in agriculture from the efficiency perspective

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  • Guo, Baishu
  • Jin, Gui

Abstract

With the development of production frontier theory, the technical efficiency analysis framework integrating quantitative and quality indicators has become a new trend. Few studies have tried to embed land quality as an input into the technical efficiency analysis, but the discussion on the scientificity and necessity of the selected indicators is still insufficient. This study selected soil organic carbon (SOC) as the characteristic index of land quality and embedded it into the parametric directional distance function to discuss the difference between the unconstraint model and constraint model. The results show that regarding the econometric test, the model with SOC has better realistic interpretation ability. Regarding technical efficiency, the model without SOC cannot reflect the actual characteristics of agricultural production. Regarding shadow price, the ideal market value of SOC is much higher than that for land quantity. Regarding substitution elasticity, the SOC cannot be substituted by land quantity in arable land use. We propose to select key indicators from the soil that participate in the crop growth process, serve as components of crop nutrients, and have a positive correlation with crop yield as representative indicators of land quality to be incorporated into the production function after the necessary and scientific systematic evaluation of the indicators to promote the sustainable use of land resources.

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  • Guo, Baishu & Jin, Gui, 2025. "Beyond the land quantity: Rethinking the role of land quality in agriculture from the efficiency perspective," Socio-Economic Planning Sciences, Elsevier, vol. 98(C).
  • Handle: RePEc:eee:soceps:v:98:y:2025:i:c:s0038012124003513
    DOI: 10.1016/j.seps.2024.102151
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    as
    1. Yao-yao Song & Xian-tong Ren & Guo-liang Yang, 2023. "Capacity utilization change over time," Journal of Productivity Analysis, Springer, vol. 59(1), pages 61-78, February.
    2. Michel A. Habib & Alexander Ljungqvist, 2005. "Firm Value and Managerial Incentives: A Stochastic Frontier Approach," The Journal of Business, University of Chicago Press, vol. 78(6), pages 2053-2094, November.
    3. Jinxia Wang & Yunyun Zhu & Tianhe Sun & Jikun Huang & Lijuan Zhang & Baozhu Guan & Qiuqiong Huang, 2020. "Forty years of irrigation development and reform in China," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 64(1), pages 126-149, January.
    4. 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.
    5. Berger, Allen N. & Humphrey, David B., 1997. "Efficiency of financial institutions: International survey and directions for future research," European Journal of Operational Research, Elsevier, vol. 98(2), pages 175-212, April.
    6. Zhou, P. & Delmas, M.A. & Kohli, A., 2017. "Constructing meaningful environmental indices: A nonparametric frontier approach," Journal of Environmental Economics and Management, Elsevier, vol. 85(C), pages 21-34.
    7. Deng, Xiangzheng & Gibson, John, 2019. "Improving eco-efficiency for the sustainable agricultural production: A case study in Shandong, China," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 394-400.
    8. Lei Qiao & Xuhui Wang & Pete Smith & Jinlong Fan & Yuelai Lu & Bridget Emmett & Rong Li & Stephen Dorling & Haiqing Chen & Shaogui Liu & Tim G. Benton & Yaojun Wang & Yuqing Ma & Rongfeng Jiang & Fusu, 2022. "Soil quality both increases crop production and improves resilience to climate change," Nature Climate Change, Nature, vol. 12(6), pages 574-580, June.
    9. Chivu, Luminita & Andrei, Jean Vasile & Zaharia, Marian & Gogonea, Rodica-Manuela, 2020. "A regional agricultural efficiency convergence assessment in Romania – Appraising differences and understanding potentials," Land Use Policy, Elsevier, vol. 99(C).
    10. Rolf Färe & Shawna Grosskopf & Carl A. Pasurka & William L. Weber, 2012. "Substitutability among undesirable outputs," Applied Economics, Taylor & Francis Journals, vol. 44(1), pages 39-47, January.
    11. Mingming Wang & Shuai Zhang & Xiaowei Guo & Liujun Xiao & Yuanhe Yang & Yiqi Luo & Umakant Mishra & Zhongkui Luo, 2024. "Responses of soil organic carbon to climate extremes under warming across global biomes," Nature Climate Change, Nature, vol. 14(1), pages 98-105, January.
    12. Yann Algan & Elizabeth Beasley & Sylvana Côté & Jungwee Park & Richard E. Tremblay & Frank Vitaro, 2022. "The Impact of Childhood Social Skills and Self-Control Training on Economic and Noneconomic Outcomes: Evidence from a Randomized Experiment Using Administrative Data," American Economic Review, American Economic Association, vol. 112(8), pages 2553-2579, August.
    13. Doan, Anh-Tuan & Lin, Kun-Li & Doong, Shuh-Chyi, 2018. "What drives bank efficiency? The interaction of bank income diversification and ownership," International Review of Economics & Finance, Elsevier, vol. 55(C), pages 203-219.
    14. Sherlund, Shane M. & Barrett, Christopher B. & Adesina, Akinwumi A., 2002. "Smallholder technical efficiency controlling for environmental production conditions," Journal of Development Economics, Elsevier, vol. 69(1), pages 85-101, October.
    15. Xie, Hualin & Yu, Yanni & Wang, Wei & Liu, Yanchu, 2017. "The substitutability of non-fossil energy, potential carbon emission reduction and energy shadow prices in China," Energy Policy, Elsevier, vol. 107(C), pages 63-71.
    16. Shen, Zhiyang & Baležentis, Tomas & Ferrier, Gary D., 2019. "Agricultural productivity evolution in China: A generalized decomposition of the Luenberger-Hicks-Moorsteen productivity indicator," China Economic Review, Elsevier, vol. 57(C).
    17. Gong, Binlei, 2020. "Agricultural productivity convergence in China," China Economic Review, Elsevier, vol. 60(C).
    18. Baojing Gu & Xiaoling Zhang & Xuemei Bai & Bojie Fu & Deli Chen, 2019. "Four steps to food security for swelling cities," Nature, Nature, vol. 566(7742), pages 31-33, February.
    19. Liu, Chenyu & Song, Changqing & Ye, Sijing & Cheng, Feng & Zhang, Leina & Li, Chao, 2023. "Estimate provincial-level effectiveness of the arable land requisition-compensation balance policy in mainland China in the last 20 years," Land Use Policy, Elsevier, vol. 131(C).
    20. Greene, William, 2005. "Reconsidering heterogeneity in panel data estimators of the stochastic frontier model," Journal of Econometrics, Elsevier, vol. 126(2), pages 269-303, June.
    21. Zhang, Jian & Mishra, Ashok K. & Zhu, Peixin & Li, Xiaoshun, 2020. "Land rental market and agricultural labor productivity in rural China: A mediation analysis," World Development, Elsevier, vol. 135(C).
    22. Huang, Wei & Bruemmer, Bernhard & Huntsinger, Lynn, 2016. "Incorporating measures of grassland productivity into efficiency estimates for livestock grazing on the Qinghai-Tibetan Plateau in China," Ecological Economics, Elsevier, vol. 122(C), pages 1-11.
    23. Yang, Guo-liang & Fukuyama, Hirofumi, 2018. "Measuring the Chinese regional production potential using a generalized capacity utilization indicator," Omega, Elsevier, vol. 76(C), pages 112-127.
    24. Lau, Chi Keung & Gozgor, Giray & Mahalik, Mantu Kumar & Patel, Gupteswar & Li, Jing, 2023. "Introducing a new measure of energy transition: Green quality of energy mix and its impact on CO2 emissions," Energy Economics, Elsevier, vol. 122(C).
    25. Zhang, Ning & Huang, Xuhui & Liu, Yunxiao, 2021. "The cost of low-carbon transition for China's coal-fired power plants: A quantile frontier approach," Technological Forecasting and Social Change, Elsevier, vol. 169(C).
    26. Spielman, David J. & Kennedy, Adam, 2016. "Towards better metrics and policymaking for seed system development: Insights from Asia's seed industry," Agricultural Systems, Elsevier, vol. 147(C), pages 111-122.
    27. Grosskopf, S. & Hayes, K. & Hirschberg, J., 1995. "Fiscal stress and the production of public safety: A distance function approach," Journal of Public Economics, Elsevier, vol. 57(2), pages 277-296, June.
    28. Lee, Myunghun & Zhang, Ning, 2012. "Technical efficiency, shadow price of carbon dioxide emissions, and substitutability for energy in the Chinese manufacturing industries," Energy Economics, Elsevier, vol. 34(5), pages 1492-1497.
    29. Chih‐Ching Yang & Ching‐Kai Hsiao & Ming‐Miin Yu, 2008. "Technical efficiency and impact of environmental regulations in farrow‐to‐finish swine production in Taiwan," Agricultural Economics, International Association of Agricultural Economists, vol. 39(1), pages 51-61, July.
    30. Damien Beillouin & Marc Corbeels & Julien Demenois & David Berre & Annie Boyer & Abigail Fallot & Frédéric Feder & Rémi Cardinael, 2023. "A global meta-analysis of soil organic carbon in the Anthropocene," Nature Communications, Nature, vol. 14(1), pages 1-10, December.
    31. R. G. Chambers & Y. Chung & R. Färe, 1998. "Profit, Directional Distance Functions, and Nerlovian Efficiency," Journal of Optimization Theory and Applications, Springer, vol. 98(2), pages 351-364, August.
    32. Huang, Tai-Hsin & Chung, Ming-Tai, 2017. "Do undesirables matter on the examination of banking efficiency using stochastic directional distance functions," The Quarterly Review of Economics and Finance, Elsevier, vol. 65(C), pages 194-211.
    33. Fukuyama, Hirofumi & Liu, Hui-hui & Song, Yao-yao & Yang, Guo-liang, 2021. "Measuring the capacity utilization of the 48 largest iron and steel enterprises in China," European Journal of Operational Research, Elsevier, vol. 288(2), pages 648-665.
    34. Sergei Schaub & Robert Finger & Florian Leiber & Stefan Probst & Michael Kreuzer & Alexandra Weigelt & Nina Buchmann & Michael Scherer-Lorenzen, 2020. "Plant diversity effects on forage quality, yield and revenues of semi-natural grasslands," Nature Communications, Nature, vol. 11(1), pages 1-11, December.
    35. Zhao, Qianyu & Bao, Helen X.H. & Zhang, Zhanlu, 2021. "Off-farm employment and agricultural land use efficiency in China," Land Use Policy, Elsevier, vol. 101(C).
    36. Jin, Gui & Chen, Kun & Wang, Pei & Guo, Baishu & Dong, Yin & Yang, Jun, 2019. "Trade-offs in land-use competition and sustainable land development in the North China Plain," Technological Forecasting and Social Change, Elsevier, vol. 141(C), pages 36-46.
    37. D. A. Bossio & S. C. Cook-Patton & P. W. Ellis & J. Fargione & J. Sanderman & P. Smith & S. Wood & R. J. Zomer & M. Unger & I. M. Emmer & B. W. Griscom, 2020. "The role of soil carbon in natural climate solutions," Nature Sustainability, Nature, vol. 3(5), pages 391-398, May.
    38. Zhuo-wan Liu & Tomas Balezentis & Yao-yao Song & Guo-liang Yang, 2019. "Estimating Capacity Utilization of Chinese State Farms," Sustainability, MDPI, vol. 11(18), pages 1-29, September.
    39. Yang, Guo-liang & Fukuyama, Hirofumi & Song, Yao-yao, 2019. "Estimating capacity utilization of Chinese manufacturing industries," Socio-Economic Planning Sciences, Elsevier, vol. 67(C), pages 94-110.
    40. Ulysse Gaudaré & Matthias Kuhnert & Pete Smith & Manuel Martin & Pietro Barbieri & Sylvain Pellerin & Thomas Nesme, 2023. "Soil organic carbon stocks potentially at risk of decline with organic farming expansion," Nature Climate Change, Nature, vol. 13(7), pages 719-725, July.
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