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Farm machinery use and maize yields in China: an analysis accounting for selection bias and heterogeneity

Citations

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Cited by:

  1. Wanglin Ma & Hongyun Zheng, 2022. "Heterogeneous impacts of information technology adoption on pesticide and fertiliser expenditures: Evidence from wheat farmers in China," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 66(1), pages 72-92, January.
  2. Zhou, Xiaoshi & Ma, Wanglin, 2021. "Effects of Agricultural Mechanization on Land Productivity: Evidence from China," 2021 Conference, August 17-31, 2021, Virtual 315143, International Association of Agricultural Economists.
  3. 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).
  4. Xin Wang & Yanping Song & Wei Huang, 2026. "The effects of agricultural machinery services and land fragmentation on farmers' straw returning behavior," Agribusiness, John Wiley & Sons, Ltd., vol. 42(1), pages 104-126, January.
  5. Yue Li & Yingzhi Xu, 2026. "How China's agribusiness achieves reciprocal symbiosis with farmers? A comparative analysis of the investment sector," Agribusiness, John Wiley & Sons, Ltd., vol. 42(1), pages 400-421, January.
  6. Junying Lin & Songqing Jin & Hongdong Guo, 2023. "Do outsourcing services provided by agricultural cooperatives affect technical efficiency? Insights from tobacco farmers in China," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(3), pages 781-804, September.
  7. Adane Tufa & Arega Alene & Hambulo Ngoma & Paswel Marenya & Julius Manda & Md Abdul Matin & Christian Thierfelder & David Chikoye, 2024. "Willingness to pay for agricultural mechanization services by smallholder farmers in Malawi," Agribusiness, John Wiley & Sons, Ltd., vol. 40(1), pages 248-276, January.
  8. Nabeel Zahid, 2024. "Unlocking Agricultural Modernization: Economic Factors Shaping Maize Farmers' Adoption of Outsourced Services," International Journal of Agriculture & Sustainable Development, 50sea, vol. 6(1), pages 52-61, March.
  9. Zou, Baoling & Mishra, Ashok K., 2024. "Modernizing Smallholder Agriculture and Achieving Food Security: An Exploration in Machinery Services and Labor Reallocation in China," IZA Discussion Papers 17008, IZA Network @ LISER.
  10. Yingzheng Yan & Liupeng Chen & Ziwei Zhou & Yuanzhu Wei, 2025. "Digital financial inclusion and agricultural modernization development in China—a study based on the perspective of agricultural mechanization services," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-11, December.
  11. Malan Huang & Linlin Zeng & Chujie Liu & Xiaoyun Li & Hongling Wang, 2022. "Research on the Eco-Efficiency of Rice Production and Its Improvement Path: A Case Study from China," IJERPH, MDPI, vol. 19(14), pages 1-20, July.
  12. Ma, Wanglin & Zhou, Xiaoshi & Boansi, David & Horlu, Godwin Seyram Agbemavor & Owusu, Victor, 2024. "Adoption and intensity of agricultural mechanization and their impact on non-farm employment of rural women," World Development, Elsevier, vol. 173(C).
  13. Wang, Lulu & Lyu, Jie & Wang, Shanshan & Zhang, Junyan, 2025. "Unveiling the influence of agricultural mechanization on greenhouse gas emission intensity: Insights from China using causal machine learning model," Agricultural Systems, Elsevier, vol. 226(C).
  14. Xi Chen & Jiaxin Zhang & Mengke Peng & Chenyang Shuai & Bu Zhao, 2026. "Decoupling agricultural resource inputs from agricultural economic development in China: a spatial–temporal analysis (2006–2021)," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 28(1), pages 2411-2435, January.
  15. Zheng, Hongyun & Ma, Wanglin & Wang, Fang & Li, Gucheng, 2021. "Does internet use improve technical efficiency of banana production in China? Evidence from a selectivity-corrected analysis," Food Policy, Elsevier, vol. 102(C).
  16. Jiaojiao Ding & Amin Mugera & Xia Zhao, 2026. "Outsourcing Fertilizer Mechanization Services to Different Types of Service Providers: Assessing the Impact on Fertilizer Application for Wheat Producers in China," Agribusiness, John Wiley & Sons, Ltd., vol. 42(2), pages 460-472, April.
  17. Wanglin Ma & Hongyun Zheng & Yueji Zhu & Jianling Qi, 2022. "Effects of cooperative membership on financial performance of banana farmers in China: A heterogeneous analysis," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 93(1), pages 5-27, March.
  18. Meng, Meng & Zhang, Wuke & Zhu, Xi & Shi, Qinghua, 2024. "Agricultural mechanization and rural worker mobility: Evidence from the Agricultural Machinery Purchase Subsidies programme in China," Economic Modelling, Elsevier, vol. 139(C).
  19. Xiance Sang & Wanglin Ma & Aya Suzuki & Hepei Zhang, 2026. "Access to Credit and Mechanisation Service Expenditure: An Analysis Considering Access, Sources, Purposes and Amounts of Credit," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 70(1), pages 112-131, January.
  20. Ma, Wanglin & Zheng, Hongyun, 2021. "Impacts of Smartphone Use on Agrochemical Use Among Wheat Farmers in China: A Heterogeneous Analysis," 2021 Conference, August 17-31, 2021, Virtual 314991, International Association of Agricultural Economists.
  21. Zhang, Jian & Mishra, Ashok K. & Koppenberg, Maximilian & Zheng, Linyi, 2025. "Commercial Orientation and Productivity: The Role of Land Markets in Rural China," 2025 AAEA & WAEA Joint Annual Meeting, July 27-29, 2025, Denver, CO 360674, Agricultural and Applied Economics Association.
  22. Zhang, Siqi & Cai, Rong & Wang, Shujuan, 2025. "Impact of public investment on agricultural productivity growth: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 85(C), pages 1442-1455.
  23. Cai, Rong & Zhao, Hairan & Ma, Jie, 2025. "Reducing fertilizer overuse via mechanized fertilization in China: Is outsourcing more effective?," China Economic Review, Elsevier, vol. 93(C).
  24. Hongyun Zheng & Wanglin Ma & Gucheng Li, 2021. "Adoption of organic soil amendments and its impact on farm performance: evidence from wheat farmers in China," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 65(2), pages 367-390, April.
  25. Xiuhao Quan & Reiner Doluschitz, 2021. "Factors Influencing the Adoption of Agricultural Machinery by Chinese Maize Farmers," Agriculture, MDPI, vol. 11(11), pages 1-11, November.
  26. Junpeng Li & Puneet Vatsa & Wanglin Ma & Phong Quoc Luu, 2025. "Promoting sustainable agri‐food production to achieve food and nutrition security: The role of soil conservation practices," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 69(1), pages 59-79, January.
  27. Xi Yu & Xiyang Yin & Yuying Liu & Dongmei Li, 2021. "Do Agricultural Machinery Services Facilitate Land Transfer? Evidence from Rice Farmers in Sichuan Province, China," Land, MDPI, vol. 10(5), pages 1-14, April.
  28. Abbas Ali Chandio & Yasir A. Nasereldin & Dao Le Trang Anh & Yashuang Tang & Ghulam Raza Sargani & Huaquan Zhang, 2022. "The Impact of Technological Progress and Climate Change on Food Crop Production: Evidence from Sichuan—China," IJERPH, MDPI, vol. 19(16), pages 1-18, August.
  29. Tao Chen & Muhammad Rizwan & Azhar Abbas, 2022. "Exploring the Role of Agricultural Services in Production Efficiency in Chinese Agriculture: A Case of the Socialized Agricultural Service System," Land, MDPI, vol. 11(3), pages 1-18, February.
  30. Xiang Li & Xiaoqin Guo, 2023. "Can Policy Promote Agricultural Service Outsourcing? Quasi-Natural Experimental Evidence from China," Sustainability, MDPI, vol. 15(2), pages 1-18, January.
  31. Guo, Shibo & Zhang, Zhentao & Guo, Erjing & Fu, Zhenzhen & Gong, Jingjin & Yang, Xiaoguang, 2022. "Historical and projected impacts of climate change and technology on soybean yield in China," Agricultural Systems, Elsevier, vol. 203(C).
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