IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v11y2019i16p4426-d258149.html
   My bibliography  Save this article

Conservation Payments and Technical Efficiency of farm Households Participating in the Grain for Green Program on the Loess Plateau of China

Author

Listed:
  • Li Li

    (School of Urban Planning and Design, Peking University Shenzhen Graduate School, Shenzhen 518055, China)

  • Atsushi Tsunekawa

    (Arid Land Research Center, Tottori University, 1390 Hamasaka, Tottori 680-0001, Japan)

  • Yangshangyu Zuo

    (School of Urban Planning and Design, Peking University Shenzhen Graduate School, Shenzhen 518055, China)

  • Atsushi Koike

    (Department of Civil Engineering, Kobe University, 1-1 Rokkodai-cho, Kobe 657-8501, Japan)

Abstract

This study provides an empirical analysis of household technical efficiency and its determinant factors (especially conservation payments) in the context of the Grain for Green program. On the basis of a sample of 225 farm households on the Loess Plateau in 2007, we estimate household technical efficiency using the data envelopment analysis method. In addition to a traditional ordinary least square (OLS) analysis, quantile regression (QR) analysis is also deployed to explore the possible heterogeneous effects of conservation payments and other variables on the technical efficiency across the quantiles. The results suggest that when off-farm activities are taken into account, households have considerable potential for improving their technical efficiency; OLS analysis shows that conservation payments decrease household efficiency, and the QR analysis suggests that the negative impact is significant only for higher performance households; The presence of children, access of households to leased land markets, credit markets, and extension services all show heterogeneous impacts on household efficiency. On the basis of the findings of the study, policies suggestions to improve the program’s effectiveness are provided.

Suggested Citation

  • Li Li & Atsushi Tsunekawa & Yangshangyu Zuo & Atsushi Koike, 2019. "Conservation Payments and Technical Efficiency of farm Households Participating in the Grain for Green Program on the Loess Plateau of China," Sustainability, MDPI, vol. 11(16), pages 1-16, August.
  • Handle: RePEc:gam:jsusta:v:11:y:2019:i:16:p:4426-:d:258149
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/11/16/4426/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/11/16/4426/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Diana Fletschner, 2008. "Women's Access to Credit: Does It Matter for Household Efficiency?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 90(3), pages 669-683.
    2. Shanmugam, K.R. & Venkataramani, Atheendar, 2006. "Technical Efficiency in Agricultural Production and Its Determinants: An Exploratory Study at the District Level," Indian Journal of Agricultural Economics, Indian Society of Agricultural Economics, vol. 61(2), pages 1-16.
    3. J. Edward Taylor & Alejandro Lopez-Feldman, 2010. "Does Migration Make Rural Households More Productive? Evidence from Mexico," Journal of Development Studies, Taylor & Francis Journals, vol. 46(1), pages 68-90.
    4. Jean-Paul Chavas & Ragan Petrie & Michael Roth, 2005. "Farm Household Production Efficiency: Evidence from The Gambia," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(1), pages 160-179.
    5. Vu Hoang Linh, 2012. "Efficiency of rice farming households in Vietnam," International Journal of Development Issues, Emerald Group Publishing Limited, vol. 11(1), pages 60-73, April.
    6. Liu, Zinan & Zhuang, Juzhong, 2000. "Determinants of Technical Efficiency in Post-Collective Chinese Agriculture: Evidence from Farm-Level Data," Journal of Comparative Economics, Elsevier, vol. 28(3), pages 545-564, September.
    7. Fangbin Qiao & Scott Rozelle & Linxiu Zhang & Yi Yao & Jian Zhang, 2015. "Impact of Childcare and Eldercare on Off-farm Activities in Rural China," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 23(2), pages 100-120, March.
    8. Jintao Xu & Ran Tao & Zhigang Xu & Michael T. Bennett, 2010. "China’s Sloping Land Conversion Program: Does Expansion Equal Success?," Land Economics, University of Wisconsin Press, vol. 86(2), pages 219-244.
    9. Daniel Solís & Boris E. Bravo‐Ureta & Ricardo E. Quiroga, 2009. "Technical Efficiency among Peasant Farmers Participating in Natural Resource Management Programmes in Central America," Journal of Agricultural Economics, Wiley Blackwell, vol. 60(1), pages 202-219, February.
    10. Xu, Zhigang & Xu, Jintao & Deng, Xiangzheng & Huang, Jikun & Uchida, Emi & Rozelle, Scott, 2006. "Grain for Green versus Grain: Conflict between Food Security and Conservation Set-Aside in China," World Development, Elsevier, vol. 34(1), pages 130-148, January.
    11. Wang, Hui & Riedinger, Jeffrey & Jin, Songqing, 2015. "Land documents, tenure security and land rental development: Panel evidence from China," China Economic Review, Elsevier, vol. 36(C), pages 220-235.
    12. Joe Dewbre, 2006. "The Impact of Coupled and Decoupled Government Subsidies on Off-Farm Labor Participation of U.S. Farm Operators," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(2), pages 393-408.
    13. Cinzia Daraio & Léopold Simar, 2005. "Introducing Environmental Variables in Nonparametric Frontier Models: a Probabilistic Approach," Journal of Productivity Analysis, Springer, vol. 24(1), pages 93-121, September.
    14. McDonald, John, 2009. "Using least squares and tobit in second stage DEA efficiency analyses," European Journal of Operational Research, Elsevier, vol. 197(2), pages 792-798, September.
    15. Grosjean, Pauline & Kontoleon, Andreas, 2009. "How Sustainable are Sustainable Development Programs? The Case of the Sloping Land Conversion Program in China," World Development, Elsevier, vol. 37(1), pages 268-285, January.
    16. Liang, Yicheng & Li, Shuzhuo & Feldman, Marcus W. & Daily, Gretchen C., 2012. "Does household composition matter? The impact of the Grain for Green Program on rural livelihoods in China," Ecological Economics, Elsevier, vol. 75(C), pages 152-160.
    17. Nel, M. & Groenewald, J. A., 1987. "An Efficiency Comparison Between Part-Time And Full-Time Farmers On The Transvaal Highveld," Agrekon, Agricultural Economics Association of South Africa (AEASA), vol. 26(1), February.
    18. Emi Uchida & Scott Rozelle & Jintao Xu, 2009. "Conservation Payments, Liquidity Constraints, and Off-Farm Labor: Impact of the Grain-for-Green Program on Rural Households in China," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 91(1), pages 70-86.
    19. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
    20. Holden, Stein & Shiferaw, Bekele & Pender, John, 2004. "Non-farm income, household welfare, and sustainable land management in a less-favoured area in the Ethiopian highlands," Food Policy, Elsevier, vol. 29(4), pages 369-392, August.
    21. Xueying Yu, 2016. "Central–local conflicts in China’s environmental policy implementation: the case of the sloping land conversion program," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 84(1), pages 77-96, November.
    22. J. Edward Taylor & Scott Rozelle & Alan deBrauw, 1999. "Migration, Remittances, and Agricultural Productivity in China," American Economic Review, American Economic Association, vol. 89(2), pages 287-291, May.
    23. Duraiappah, Anantha K., 1998. "Poverty and environmental degradation: A review and analysis of the nexus," World Development, Elsevier, vol. 26(12), pages 2169-2179, December.
    24. Matshe, Innocent & Young, Trevor, 2004. "Off-farm labour allocation decisions in small-scale rural households in Zimbabwe," Agricultural Economics, Blackwell, vol. 30(3), pages 175-186, May.
    25. Hoff, Ayoe, 2007. "Second stage DEA: Comparison of approaches for modelling the DEA score," European Journal of Operational Research, Elsevier, vol. 181(1), pages 425-435, August.
    26. Gbemisola Oseni & Paul Winters, 2009. "Rural nonfarm activities and agricultural crop production in Nigeria," Agricultural Economics, International Association of Agricultural Economists, vol. 40(2), pages 189-201, March.
    27. Kelly, Peter & Huo, Xuexi, 2013. "Land Retirement and Nonfarm Labor Market Participation: An Analysis of China’s Sloping Land Conversion Program," World Development, Elsevier, vol. 48(C), pages 156-169.
    28. 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).
    29. Simar, Leopold & Wilson, Paul W., 2007. "Estimation and inference in two-stage, semi-parametric models of production processes," Journal of Econometrics, Elsevier, vol. 136(1), pages 31-64, January.
    30. Kuhn, Lena & Balezentis, Tomas & Hou, Lingling & Wang, Dan, 2020. "Technical and environmental efficiency of livestock farms in China: A slacks-based DEA approach," China Economic Review, Elsevier, vol. 62(C).
    31. Guang Wan & Enjiang Cheng, 2001. "Effects of land fragmentation and returns to scale in the Chinese farming sector," Applied Economics, Taylor & Francis Journals, vol. 33(2), pages 183-194.
    32. Wunder, Sven & Engel, Stefanie & Pagiola, Stefano, 2008. "Taking stock: A comparative analysis of payments for environmental services programs in developed and developing countries," Ecological Economics, Elsevier, vol. 65(4), pages 834-852, May.
    33. Roman Lacko & Zuzana Hajduová, 2018. "Determinants of Environmental Efficiency of the EU Countries Using Two-Step DEA Approach," Sustainability, MDPI, vol. 10(10), pages 1-13, September.
    34. Chen Xie & Jincheng Zhao & Dan Liang & Jeff Bennett & Lei Zhang & Guangcui Dai & Xuehong Wang, 2006. "Livelihood impacts of the conversion of cropland to forest and grassland program," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 49(4), pages 555-570.
    35. Yin, Runsheng & Liu, Hao & Liu, Can & Lu, Gang, 2018. "Households' Decisions to Participate in China's Sloping Land Conversion Program and Reallocate Their Labour Times: Is There Endogeneity Bias?," Ecological Economics, Elsevier, vol. 145(C), pages 380-390.
    36. Lijia Wang & Xuexi Huo & Shajahan Kabir, 2013. "Technical and cost efficiency of rural household apple production," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 5(3), pages 391-411, August.
    37. Cornilius Chikwama, 2004. "Rural Off-Farm Employment and Farm Investment: An Analytical Framework and Evidence from Zimbabwe," CERT Discussion Papers 0403, Centre for Economic Reform and Transformation, Heriot Watt University.
    38. Uchida, Emi & Xu, Jintao & Xu, Zhigang & Rozelle, Scott, 2007. "Are the poor benefiting from China's land conservation program?," Environment and Development Economics, Cambridge University Press, vol. 12(4), pages 593-620, August.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. repec:gat:wpaper:1509 is not listed on IDEAS
    2. Bennett, Michael T. & Mehta, Aashish & Xu, Jintao, 2011. "Incomplete property rights, exposure to markets and the provision of environmental services in China," China Economic Review, Elsevier, vol. 22(4), pages 485-498.
    3. Démurger, Sylvie & Pelletier, Adeline, 2015. "Volunteer and satisfied? Rural households' participation in a payments for environmental services programme in Inner Mongolia," Ecological Economics, Elsevier, vol. 116(C), pages 25-33.
    4. Liu, Zhaoyang & Kontoleon, Andreas, 2018. "Meta-Analysis of Livelihood Impacts of Payments for Environmental Services Programmes in Developing Countries," Ecological Economics, Elsevier, vol. 149(C), pages 48-61.
    5. Giefer, Madeline M. & An, Li, 2022. "Divergent impacts of the grain to green program, landholdings, and demographic factors on livelihood diversification in rural China," World Development, Elsevier, vol. 156(C).
    6. Liu, Zhaoyang & Gong, Yazhen & Kontoleon, Andreas, 2018. "How do Payments for Environmental Services Affect Land Tenure? Theory and Evidence From China," Ecological Economics, Elsevier, vol. 144(C), pages 195-213.
    7. Yan, Youpei, 2017. "Unintended Land Use Effects of Afforestation in China," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 258280, Agricultural and Applied Economics Association.
    8. Lu, Gang & Yin, Runsheng, 2020. "Evaluating the Evaluated Socioeconomic Impacts of China's Sloping Land Conversion Program," Ecological Economics, Elsevier, vol. 177(C).
    9. Chen, Cheng & Matzdorf, Bettina & Meyer, Claas & König, Hannes & Zhen, Lin, 2018. "How socioeconomic and institutional conditions at the household level shape the environmental effectiveness of governmental PES: China’s Sloping Land Conversion Program," SocArXiv jzvqh, Center for Open Science.
    10. Qu, Futian & Kuyvenhoven, Arie & Shi, Xiaoping & Heerink, Nico, 2011. "Sustainable natural resource use in rural China: Recent trends and policies," China Economic Review, Elsevier, vol. 22(4), pages 444-460.
    11. Wang, Ying & Zhang, Qi & Bilsborrow, Richard & Tao, Shiqi & Chen, Xiaodong & Sullivan-Wiley, Kira & Huang, Qingfeng & Li, Jiangfeng & Song, Conghe, 2020. "Effects of payments for ecosystem services programs in China on rural household labor allocation and land use: Identifying complex pathways," Land Use Policy, Elsevier, vol. 99(C).
    12. Liu, Zhen & Lan, Jing, 2015. "The Sloping Land Conversion Program in China: Effect on the Livelihood Diversification of Rural Households," World Development, Elsevier, vol. 70(C), pages 147-161.
    13. Cheng Chen & Hannes J. König & Bettina Matzdorf & Lin Zhen, 2015. "The Institutional Challenges of Payment for Ecosystem Service Program in China: A Review of the Effectiveness and Implementation of Sloping Land Conversion Program," Sustainability, MDPI, vol. 7(5), pages 1-28, May.
    14. Ester Gutiérrez & Sebastián Lozano, 2022. "Cross-country comparison of the efficiency of the European forest sector and second stage DEA approach," Annals of Operations Research, Springer, vol. 314(2), pages 471-496, July.
    15. Zhihai Yang & Amin W. Mugera & Ning Yin & Yumeng Wang, 2018. "Soil conservation practices and production efficiency of smallholder farms in Central China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 20(4), pages 1517-1533, August.
    16. Zhang, Qi & Bilsborrow, Richard E. & Song, Conghe & Tao, Shiqi & Huang, Qingfeng, 2019. "Rural household income distribution and inequality in China: Effects of payments for ecosystem services policies and other factors," Ecological Economics, Elsevier, vol. 160(C), pages 114-127.
    17. Kristof De Witte & Rui Marques, 2010. "Designing performance incentives, an international benchmark study in the water sector," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 18(2), pages 189-220, June.
    18. Murilo Wohlgemuth & Carlos Ernani Fries & Ângelo Márcio Oliveira Sant’Anna & Ricardo Giglio & Diego Castro Fettermann, 2020. "Assessment of the technical efficiency of Brazilian logistic operators using data envelopment analysis and one inflated beta regression," Annals of Operations Research, Springer, vol. 286(1), pages 703-717, March.
    19. Veronese da Silva, Aline & Costa, Marcelo Azevedo & Lopes-Ahn, Ana Lúcia, 2022. "Accounting multiple environmental variables in DEA energy transmission benchmarking modelling: The 2019 Brazilian case," Socio-Economic Planning Sciences, Elsevier, vol. 80(C).
    20. Ricardo F. Díaz & Blanca Sanchez-Robles, 2020. "Non-Parametric Analysis of Efficiency: An Application to the Pharmaceutical Industry," Mathematics, MDPI, vol. 8(9), pages 1-27, September.
    21. Bright O. Asante & Renato A. Villano & Omphile Temoso, 2024. "Drivers of integrated crop–livestock farming system’s efficiency for smallholder farmers in the forest-savanna transition agro-ecological zone of Ghana," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(11), pages 29429-29451, November.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:11:y:2019:i:16:p:4426-:d:258149. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.