IDEAS home Printed from https://ideas.repec.org/a/eee/lauspo/v147y2024ics026483772400334x.html
   My bibliography  Save this article

Effect of farmland scale on agricultural green production technology adoption: Evidence from rice farmers in Jiangsu Province, China

Author

Listed:
  • Xu, Dingde
  • Liu, Yi
  • Li, Yichao
  • Liu, Shaoquan
  • Liu, Guihua

Abstract

Agricultural green production technology (AGPT) is crucial for mitigating farmland pollution and degradation, as well as promoting green agricultural development. Using data from 774 rice farmers in the 2021 China Land Economy Survey (CLES), the study analyzes the impact mechanisms and mediating pathways of farmland scale on AGPT adoption at both the farmer and plot levels. The study also reveals the differences in impact based on the heterogeneity of plot concentrations and technological attributes. The results show that: (1) Farmland scale positively impacts AGPT adoption, both at the farmer and plot level. (2) Farmland scale positively impacts AGPT adoption at two levels by affecting commercialization rate, time preference, and machinery investment. (3) The positive impact of farmland scale are heterogenous at two levels. When rice is scatteringly planted, plot scale has a more significant impact on AGPT adoption than operation scale; however, when rice is concentratedly planted, the situation is the opposite. Additionally, when faced with "capital-increasing, labor-saving, and risks-increasing" technology, operation scale has a more significant impact on AGPT adoption than plot scale; however, when faced with "capital-stabilizing, labor-increasing, and risks-controlling" technologies, the situation is the opposite. These findings help to provide policy implications for promoting AGPT adoption and sustainable farmland use.

Suggested Citation

  • Xu, Dingde & Liu, Yi & Li, Yichao & Liu, Shaoquan & Liu, Guihua, 2024. "Effect of farmland scale on agricultural green production technology adoption: Evidence from rice farmers in Jiangsu Province, China," Land Use Policy, Elsevier, vol. 147(C).
    • Handle: RePEc:eee:lauspo:v:147:y:2024:i:c:s026483772400334x
    DOI: 10.1016/j.landusepol.2024.107381
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S026483772400334X
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.landusepol.2024.107381?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Lyubov Kurkalova & Catherine Kling & Jinhua Zhao, 2006. "Green Subsidies in Agriculture: Estimating the Adoption Costs of Conservation Tillage from Observed Behavior," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 54(2), pages 247-267, June.
    2. Li, Bowei & Shen, Yueqin, 2021. "Effects of land transfer quality on the application of organic fertilizer by large-scale farmers in China," Land Use Policy, Elsevier, vol. 100(C).
    3. Soul‐kifouly G. Midingoyi & Menale Kassie & Beatrice Muriithi & Gracious Diiro & Sunday Ekesi, 2019. "Do Farmers and the Environment Benefit from Adopting Integrated Pest Management Practices? Evidence from Kenya," Journal of Agricultural Economics, Wiley Blackwell, vol. 70(2), pages 452-470, June.
    4. Wang, Xiaobing & Yamauchi, Futoshi & Otsuka, Keijiro & Huang, Jikun, 2016. "Wage Growth, Landholding, and Mechanization in Chinese Agriculture," World Development, Elsevier, vol. 86(C), pages 30-45.
    5. Carletto, Calogero & Savastano, Sara & Zezza, Alberto, 2013. "Fact or artifact: The impact of measurement errors on the farm size–productivity relationship," Journal of Development Economics, Elsevier, vol. 103(C), pages 254-261.
    6. Feder, Gershon & Just, Richard E & Zilberman, David, 1985. "Adoption of Agricultural Innovations in Developing Countries: A Survey," Economic Development and Cultural Change, University of Chicago Press, vol. 33(2), pages 255-298, January.
    7. Zhang, Xiaobo & Yang, Jin & Reardon, Thomas, 2020. "Mechanization outsourcing clusters and division of labor in Chinese agriculture," IFPRI book chapters, in: An evolving paradigm of agricultural mechanization development: How much can Africa learn from Asia?, chapter 2, pages 71-96, International Food Policy Research Institute (IFPRI).
    8. Qian, Long & Lu, Hua & Gao, Qiang & Lu, Hualiang, 2022. "Household-owned farm machinery vs. outsourced machinery services: The impact of agricultural mechanization on the land leasing behavior of relatively large-scale farmers in China," Land Use Policy, Elsevier, vol. 115(C).
    9. Mary Clare Ahearn & Jet Yee & Penni Korb, 2005. "Effects of Differing Farm Policies on Farm Structure and Dynamics," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(5), pages 1182-1189.
    10. Thaler, Richard, 1981. "Some empirical evidence on dynamic inconsistency," Economics Letters, Elsevier, vol. 8(3), pages 201-207.
    11. Christopher Harris & David Laibson, 2013. "Instantaneous Gratification," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(1), pages 205-248.
    12. Heinrichs, J. & Kuhn, T. & Pahmeyer, C. & Britz, W., 2021. "Economic effects of plot sizes and farm-plot distances in organic and conventional farming systems: A farm-level analysis for Germany," Agricultural Systems, Elsevier, vol. 187(C).
    13. Justice Tambo & Tahirou Abdoulaye, 2012. "Climate change and agricultural technology adoption: the case of drought tolerant maize in rural Nigeria," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 17(3), pages 277-292, March.
    14. Dan Yaron & Hillary Voet & Ariel Dinar, 1992. "Innovations on Family Farms: The Nazareth Region in Israel," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 74(2), pages 361-370.
    15. Xie, Hualin & Huang, Yingqian, 2021. "Influencing factors of farmers' adoption of pro-environmental agricultural technologies in China: Meta-analysis," Land Use Policy, Elsevier, vol. 109(C).
    16. Duranton, Gilles & Puga, Diego, 2004. "Micro-foundations of urban agglomeration economies," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 48, pages 2063-2117, Elsevier.
    17. Bhalla, Surjit S & Roy, Prannoy L, 1988. "Mis-specification in Farm Productivity Analysis: The Role of Land Quality," Oxford Economic Papers, Oxford University Press, vol. 40(1), pages 55-73, March.
    18. Kislev, Yoav & Peterson, Willis L., 1991. "Economies Of Scale In Agriculture: A Reexamination Of The Evidence," Staff Papers 13652, University of Minnesota, Department of Applied Economics.
    19. Mgendi, By George & Mao, Shiping & Qiao, Fangbin, 2022. "Does agricultural training and demonstration matter in technology adoption? The empirical evidence from small rice farmers in Tanzania," Technology in Society, Elsevier, vol. 70(C).
    20. Shiferaw, Bekele & Holden, Stein T., 1998. "Resource degradation and adoption of land conservation technologies in the Ethiopian Highlands: A case study in Andit Tid, North Shewa," Agricultural Economics, Blackwell, vol. 18(3), pages 233-247, May.
    21. Aryal, Jeetendra Prakash & Rahut, Dil Bahadur & Thapa, Ganesh & Simtowe, Franklin, 2021. "Mechanisation of small-scale farms in South Asia: Empirical evidence derived from farm households survey," Technology in Society, Elsevier, vol. 65(C).
    22. John S. Chipman, 1970. "External Economies of Scale and Competitive Equilibrium," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 84(3), pages 347-385.
    23. Tomomi Tanaka & Colin F. Camerer & Quang Nguyen, 2010. "Risk and Time Preferences: Linking Experimental and Household Survey Data from Vietnam," American Economic Review, American Economic Association, vol. 100(1), pages 557-571, March.
    24. Barnes, A.P. & Soto, I. & Eory, V. & Beck, B. & Balafoutis, A. & Sánchez, B. & Vangeyte, J. & Fountas, S. & van der Wal, T. & Gómez-Barbero, M., 2019. "Exploring the adoption of precision agricultural technologies: A cross regional study of EU farmers," Land Use Policy, Elsevier, vol. 80(C), pages 163-174.
    25. Kariyasa, Ketut & Dewi, Yovita Anggita, 2013. "Analysis Of Factors Affecting Adoption Of Integrated Crop Management Farmer Field School (Icm-Ffs) In Swampy Areas," International Journal of Food and Agricultural Economics (IJFAEC), Alanya Alaaddin Keykubat University, Department of Economics and Finance, vol. 1(2), pages 1-10, October.
    26. Wang, Xiaobing & Yamauchi, Futoshi & Huang, Jikun & Rozelle, Scott, 2020. "What constrains mechanization in Chinese agriculture? Role of farm size and fragmentation," China Economic Review, Elsevier, vol. 62(C).
    27. Freeman, David & Manzini, Paola & Mariotti, Marco & Mittone, Luigi, 2016. "Procedures for eliciting time preferences," Journal of Economic Behavior & Organization, Elsevier, vol. 126(PA), pages 235-242.
    28. Unay-Gailhard, İlkay & Bojnec, Štefan, 2015. "Farm size and participation in agri-environmental measures: Farm-level evidence from Slovenia," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 46, pages 273-282.
    29. Ndiritu, S. Wagura & Kassie, Menale & Shiferaw, Bekele, 2014. "Are there systematic gender differences in the adoption of sustainable agricultural intensification practices? Evidence from Kenya," Food Policy, Elsevier, vol. 49(P1), pages 117-127.
    30. Willy, Daniel Kyalo & Holm-Müller, Karin, 2013. "Social influence and collective action effects on farm level soil conservation effort in rural Kenya," Ecological Economics, Elsevier, vol. 90(C), pages 94-103.
    31. Mao, Hui & Zhou, Li & Ying, RuiYao & Pan, Dan, 2021. "Time Preferences and green agricultural technology adoption: Field evidence from rice farmers in China," Land Use Policy, Elsevier, vol. 109(C).
    32. Zhou, Yang & Li, Xunhuan & Liu, Yansui, 2020. "Rural land system reforms in China: History, issues, measures and prospects," Land Use Policy, Elsevier, vol. 91(C).
    33. Colin A. Carter & Funing Zhong & Jing Zhu, 2012. "Advances in Chinese Agriculture and its Global Implications," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 34(1), pages 1-36.
    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. Mao, Hui & Zhou, Li & Ying, RuiYao & Pan, Dan, 2021. "Time Preferences and green agricultural technology adoption: Field evidence from rice farmers in China," Land Use Policy, Elsevier, vol. 109(C).
    2. Wangda Liao & Fusheng Zeng & Meseret Chanieabate, 2022. "Mechanization of Small-Scale Agriculture in China: Lessons for Enhancing Smallholder Access to Agricultural Machinery," Sustainability, MDPI, vol. 14(13), pages 1-21, June.
    3. Guo, Zhangdong & Chen, Xiaoqi & Zhang, Yongwang, 2022. "Impact of environmental regulation perception on farmers' agricultural green production technology adoption: A new perspective of social capital," Technology in Society, Elsevier, vol. 71(C).
    4. Mao, Hui & Quan, Yurong & Fu, Yong & Chen, Shaojian, 2022. "Risk preferences, productive investment and straw return technology adoption by farmers in China," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322087, Agricultural and Applied Economics Association.
    5. Liu, Yan & Heerink, Nico & Li, Fan & Shi, Xiaoping, 2022. "Do agricultural machinery services promote village farmland rental markets? Theory and evidence from a case study in the North China plain," Land Use Policy, Elsevier, vol. 122(C).
    6. Tiziana Pagnani & Elisabetta Gotor & Enoch Kikulwe & Francesco Caracciolo, 2021. "Livelihood assets’ influence on Ugandan farmers’ control practices for Banana Xanthomonas Wilt (BXW)," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 9(1), pages 1-19, December.
    7. Yuewen Huo & Songlin Ye & Zhou Wu & Fusuo Zhang & Guohua Mi, 2022. "Barriers to the Development of Agricultural Mechanization in the North and Northeast China Plains: A Farmer Survey," Agriculture, MDPI, vol. 12(2), pages 1-14, February.
    8. Aryal, Jeetendra Prakash & Rahut, Dil Bahadur & Thapa, Ganesh & Simtowe, Franklin, 2021. "Mechanisation of small-scale farms in South Asia: Empirical evidence derived from farm households survey," Technology in Society, Elsevier, vol. 65(C).
    9. Ping Xue & Xinru Han & Yongchun Wang & Xiudong Wang, 2022. "Can Agricultural Machinery Harvesting Services Reduce Cropland Abandonment? Evidence from Rural China," Agriculture, MDPI, vol. 12(7), pages 1-15, June.
    10. Wu, Haixia & Ge, Yan & Li, Jianping, 2023. "Uncertainty, time preference and households’ adoption of rooftop photovoltaic technology," Energy, Elsevier, vol. 276(C).
    11. Gebremariam, Gebrelibanos & Tesfaye, Wondimagegn, 2018. "The heterogeneous effect of shocks on agricultural innovations adoption: Microeconometric evidence from rural Ethiopia," Food Policy, Elsevier, vol. 74(C), pages 154-161.
    12. Prisca Koncy Fosso & Roger Tsafack Nanfosso, 2016. "Adoption of agricultural innovations in risky environment: the case of corn producers in the west of Cameroon," Review of Agricultural, Food and Environmental Studies, Springer, vol. 97(1), pages 51-62, June.
    13. Qiangqiang Zhang & Beibei Yan & Xuexi Huo, 2018. "What Are the Effects of Participation in Production Outsourcing? Evidence from Chinese Apple Farmers," Sustainability, MDPI, vol. 10(12), pages 1-15, November.
    14. Ruishi Si & Yumeng Yao & Xueqian Zhang & Qian Lu & Noshaba Aziz, 2022. "Exploring the Role of Contiguous Farmland Cultivation and Adoption of No-Tillage Technology in Improving Transferees’ Income Structure: Evidence from China," Land, MDPI, vol. 11(4), pages 1-25, April.
    15. Shengtian Jin & Zihan Mei & Kaifeng Duan, 2022. "Coupling Coordination of China’s Agricultural Environment and Economy under the New Economic Background," Agriculture, MDPI, vol. 12(8), pages 1-21, August.
    16. Li, Fang & Feng, Shuyi & Lu, Hualiang & Qu, Futian & D’Haese, Marijke, 2021. "How do non-farm employment and agricultural mechanization impact on large-scale farming? A spatial panel data analysis from Jiangsu Province, China," Land Use Policy, Elsevier, vol. 107(C).
    17. Xu, Mingjun & Chen, Changling & Ahmed, Memon Aftab, 2024. "Market-oriented farmland transfer and outsourced machinery services: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 1214-1226.
    18. Guoqun Ma & Xiaopeng Dai & Yuxi Luo, 2023. "The Effect of Farmland Transfer on Agricultural Green Total Factor Productivity: Evidence from Rural China," IJERPH, MDPI, vol. 20(3), pages 1-15, January.
    19. Yangxiao Lu & Suhao Wei, 2024. "Outsourcing of Agricultural Machinery Operation Services and the Sustainability of Farmland Transfer Market: Promoting or Inhibiting?," Sustainability, MDPI, vol. 16(22), pages 1-19, 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:eee:lauspo:v:147:y:2024:i:c:s026483772400334x. 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: Joice Jiang (email available below). General contact details of provider: https://www.journals.elsevier.com/land-use-policy .

    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.