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Rising real wages, mechanization and growing advantage of large farms: Evidence from Indonesia

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  1. Xu, Zhan & Liang, Zhengyuan & Cheng, Jiali & Groot, Jeroen C.J. & Zhang, Chaochun & Cong, Wen-Feng & Zhang, Fusuo & van der Werf, Wopke, 2024. "Comparing the sustainability of smallholder and business farms in the North China Plain; a case study in Quzhou," Agricultural Systems, Elsevier, vol. 216(C).
  2. Yu Xu & Liangjie Xin & Xiubin Li & Minghong Tan & Yahui Wang, 2019. "Exploring a Moderate Operation Scale in China’s Grain Production: A Perspective on the Costs of Machinery Services," Sustainability, MDPI, vol. 11(8), pages 1-17, April.
  3. Siyu Yang & Feng Zhang, 2023. "The Impact of Agricultural Machinery Socialization Services on the Scale of Land Operation: Evidence from Rural China," Agriculture, MDPI, vol. 13(8), pages 1-22, August.
  4. Hiroyuki Takeshima & Yanyan Liu & Ian Masias, 2018. "Evolution of Agricultural Mechanization in Vietnam: Insights from a Literature Review and Multiple Rounds of a Farm Household Survey," Working Papers id:12785, eSocialSciences.
  5. Xilong Jiang & Guanyi Yin & Yi Lou & Shuai Xie & Wei Wei, 2021. "The Impact of Transformation of Farmers’ Livelihood on the Increasing Labor Costs of Grain Plantation in China," Sustainability, MDPI, vol. 13(21), pages 1-18, October.
  6. Klaus Deininger & Songqing Jin & Yanyan Liu & Sudhir K. Singh, 2018. "Can Labor-Market Imperfections Explain Changes in the Inverse Farm Size–Productivity Relationship? Longitudinal Evidence from Rural India," Land Economics, University of Wisconsin Press, vol. 94(2), pages 239-258.
  7. 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).
  8. Ayala Wineman & Thomas S. Jayne, 2021. "Factor Market Activity and the Inverse Farm Size-Productivity Relationship in Tanzania," Journal of Development Studies, Taylor & Francis Journals, vol. 57(3), pages 443-464, March.
  9. Yuanjie Zhang & Shichao Yuan & Jian Wang & Jian Cheng & Daolin Zhu, 2022. "How Do the Different Types of Land Costs Affect Agricultural Crop-Planting Selections in China?," Land, MDPI, vol. 11(11), pages 1-18, October.
  10. Magezi, Eustadius Francis & Nakano, Yuko & Sakurai, Takeshi, 2021. "Determinants of Mechanization in Rice Production in Tanzania：Evidence from Panel Data," Japanese Journal of Agricultural Economics (formerly Japanese Journal of Rural Economics), Agricultural Economics Society of Japan (AESJ), vol. 23.
  11. Keijiro Otsuka, 2021. "Strategy for Transforming Indonesian Agriculture," Bulletin of Indonesian Economic Studies, Taylor & Francis Journals, vol. 57(3), pages 321-341, September.
  12. Chenyang Liu & Tiehui Zhu & Ling Xin, 2025. "Effectiveness of Agricultural Technology Services on Fertilizer Reduction in Wheat Production in China," Sustainability, MDPI, vol. 17(7), pages 1-26, March.
  13. 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.
  14. Guo, Lili & Duan, Xiaoyu & Li, Houjian & Yang, Wanjiang & Ren, Yanjun & Guo, Yangli, 2022. "Does a higher minimum wage accelerate labour division in agricultural production? Evidence from the main rice-planting area in China," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 35(1), pages 2984-3010.
  15. Gokul P. Paudel & Trung Thanh Nguyen & Ulrike Grote, 2025. "Trade‐offs between labour migration and agricultural productivity: Evidence from smallholder wheat systems in Nepal," Journal of International Development, John Wiley & Sons, Ltd., vol. 37(1), pages 202-229, January.
  16. 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).
  17. Liu, Xinyue & Wang, Xiaobing & Xu, Zhigang, 2023. "The polarization and constraints of scale farming in China under the impact of rising wages," Journal of Asian Economics, Elsevier, vol. 86(C).
  18. Behrer,Arnold Patrick, 2023. "Man or Machine ? Environmental Consequences of Wage Driven Mechanization in Indian Agriculture," Policy Research Working Paper Series 10376, The World Bank.
  19. Hiroyuki Takeshima & Yanyan Liu, 2018. "The Role of Plant-Breeding R&D in Tractor Adoption among Smallholders in Asia: Insights from Nepal Terai," Working Papers id:12748, eSocialSciences.
  20. Ma, Meilin, 2023. "Interdependent investments in attached and movable assets under insecure land rights," China Economic Review, Elsevier, vol. 77(C).
  21. Xiaoshi Zhou & Wanglin Ma & Gucheng Li, 2018. "Draft Animals, Farm Machines and Sustainable Agricultural Production: Insight from China," Sustainability, MDPI, vol. 10(9), pages 1-16, August.
  22. 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).
  23. Belton, Ben & Win, Myat Thida & Zhang, Xiaobo & Filipski, Mateusz, 2021. "The rapid rise of agricultural mechanization in Myanmar," Food Policy, Elsevier, vol. 101(C).
  24. Zheng, Hongyun & Ma, Wanglin & Zhou, Xiaoshi, 2021. "Effects of Renting-in Cropland on Machinery Use Intensity and Land Productivity: Evidence from Rural China," 2021 Conference, August 17-31, 2021, Virtual 315084, International Association of Agricultural Economists.
  25. 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).
  26. Idelphonse O. Saliou & Afio Zannou & Augustin K. N. Aoudji & Albert N. Honlonkou, 2020. "Drivers of Mechanization in Cotton Production in Benin, West Africa," Agriculture, MDPI, vol. 10(11), pages 1-13, November.
  27. Xue Shen & Quanyu Yang & Ting Qiu & Rongjun Ao, 2023. "Off-Farm Employment, Outsourced Machinery Services, and Farmers’ Ratoon Rice Production Behavior: Evidence from Rice Farmers in Central China," Agriculture, MDPI, vol. 13(10), pages 1-19, September.
  28. Yao, Ling & Chen, Qihui & Wu, Laping, 2018. "Heterogeneous supply response: Does high price expectation attenuate the inverse farm size-productivity relationship in China?," 2018 Annual Meeting, August 5-7, Washington, D.C. 274363, Agricultural and Applied Economics Association.
  29. Jing Zhang & Jianhua Wang & Xiaoshi Zhou, 2019. "Farm Machine Use and Pesticide Expenditure in Maize Production: Health and Environment Implications," IJERPH, MDPI, vol. 16(10), pages 1-13, May.
  30. Paudel, Gokul P. & KC, Dilli Bahadur & Rahut, Dil Bahadur & Khanal, Narayan P. & Justice, Scott E. & McDonald, Andrew J., 2019. "Smallholder farmers' willingness to pay for scale-appropriate farm mechanization: Evidence from the mid-hills of Nepal," Technology in Society, Elsevier, vol. 59(C).
  31. Hassan, Md. Fuad & Kornher, Lukas, 2020. "Is mechanization in agriculture curse or blessing for the rural labor market in Bangladesh?," 2020 Annual Meeting, July 26-28, Kansas City, Missouri 304543, Agricultural and Applied Economics Association.
  32. Gautam, Madhur & Ahmed, Mansur, 2019. "Too small to be beautiful? The farm size and productivity relationship in Bangladesh," Food Policy, Elsevier, vol. 84(C), pages 165-175.
  33. Takeshima, Hiroyuki & Adhikari, Rajendra Prasad & Shivakoti, Sabnam & Kaphle, Basu Dev & Kumar, Anjani, 2017. "Heterogeneous returns to chemical fertilizer at the intensive margins: Insights from Nepal," Food Policy, Elsevier, vol. 69(C), pages 97-109.
  34. Paudel, Gokul P. & KC, Dilli Bahadur & Rahut, Dil Bahadur & Justice, Scott E. & McDonald, Andrew J., 2019. "Scale-appropriate mechanization impacts on productivity among smallholders: Evidence from rice systems in the mid-hills of Nepal," Land Use Policy, Elsevier, vol. 85(C), pages 104-113.
  35. Bojnec, Štefan & Fertő, Imre, 2022. "Do different types of Common Agricultural Policy subsidies promote farm employment?," Land Use Policy, Elsevier, vol. 112(C).
  36. Siyu Yang & Wei Li, 2023. "The Impact of Socialized Agricultural Machinery Services on the Labor Transfer of Maize Growers," Agriculture, MDPI, vol. 13(6), pages 1-21, June.
  37. Zakia Batool & Qurat ul Ain & Abdul Rehman, 2024. "Exploring the effects of farm mechanization, financial development, and renewable energy on China’s food production," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(7), pages 18883-18902, July.
  38. Takeshima, Hiroyuki & Shivakoti, Sabnam & Bhattarai, Binod & Karkee, Madhab & Pokhrel, Suroj & Kumar, Anjani, 2016. "Farm size and effects of chemical fertilizer price on farm households: Insights from Nepal Terai," IFPRI discussion papers 1578, International Food Policy Research Institute (IFPRI).
  39. Takeshima, Hiroyuki & Shrestha, Rudra Bahadur & Kaphle, Basu Dev & Karkee, Madhab & Pokhrel, Suroj & Kumar, Anjani, 2016. "Effects of agricultural mechanization on smallholders and their self-selection into farming: An insight from the Nepal Terai," IFPRI discussion papers 1583, International Food Policy Research Institute (IFPRI).
  40. Promkhambut, Arunee & Yokying, Phanwin & Woods, Kevin & Fisher, Micah & Li Yong, Ming & Manorom, Kanokwan & Baird, Ian G. & Fox, Jefferson, 2023. "Rethinking agrarian transition in Southeast Asia through rice farming in Thailand," World Development, Elsevier, vol. 169(C).
  41. Liu, Yanyan & Barrett, Christopher B. & Pham, Trinh & Violette, William, 2020. "The intertemporal evolution of agriculture and labor over a rapid structural transformation: Lessons from Vietnam," Food Policy, Elsevier, vol. 94(C).
  42. Wei Li & Xipan Wei & Ruixiang Zhu & Kangquan Guo, 2018. "Study on Factors Affecting the Agricultural Mechanization Level in China Based on Structural Equation Modeling," Sustainability, MDPI, vol. 11(1), pages 1-16, December.
  43. Keijiro Otsuka, 2021. "Changing Relationship between Farm Size and Productivity and Its Implications for Philippine Agriculture," Discussion Papers 2102, Graduate School of Economics, Kobe University.
  44. Rada, Nicholas E. & Fuglie, Keith O., 2019. "New perspectives on farm size and productivity," Food Policy, Elsevier, vol. 84(C), pages 147-152.
  45. Qinhang Xu & Peixin Zhu & Liang Tang, 2022. "Agricultural Services: Another Way of Farmland Utilization and Its Effect on Agricultural Green Total Factor Productivity in China," Land, MDPI, vol. 11(8), pages 1-15, July.
  46. 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).
  47. Wang, Qian & Qiu, Junjie & Yu, Jin, 2019. "Impact of farmland characteristics on grain costs and benefits in the North China Plain," Land Use Policy, Elsevier, vol. 80(C), pages 142-149.
  48. 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.
  49. 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," Palgrave Communications, Palgrave Macmillan, vol. 12(1), pages 1-11, December.
  50. Siyu Yang & Wei Li, 2022. "The Impact of Socialized Agricultural Machinery Services on Land Productivity: Evidence from China," Agriculture, MDPI, vol. 12(12), pages 1-18, December.
  51. Zhoufu Yan & Shurui Zhang & Fangwei Wu & Binlei Gong, 2023. "Increasing Wages, Factor Substitution, and Cropping Pattern Changes in China," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 31(5), pages 190-214, September.
  52. Ostapchuk, I. & Curtiss, J. & Gagalyuk, T., 2018. "Holding Affiliation Effects on Performance and Growth: Analysis of Ukrainian Farms," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277468, International Association of Agricultural Economists.
  53. Liu, Yan & Chen, Minjie & Yu, Jianyu & Wang, Xiaobing, 2024. "Being a happy farmer: Technology adoption and subjective well-being," Journal of Economic Behavior & Organization, Elsevier, vol. 221(C), pages 385-405.
  54. Tianyuan Luo & Genti Kostandini, 2022. "Stringent immigration enforcement and responses of the immigrant‐intensive sector: Evidence from E‐Verify adoption in Arizona," American Journal of Agricultural Economics, John Wiley & Sons, vol. 104(4), pages 1411-1434, August.
  55. Yuan Hu & Ziyang Zhou & Li Zhou & Caiming Liu, 2024. "Self-Owned or Outsourced? The Impact of Farm Machinery Adoption Decisions on Chinese Farm Households’ Operating Income," Agriculture, MDPI, vol. 14(11), pages 1-26, October.
  56. Liangzhen Zang & Yahua Wang & Jinkai Ke & Yiqing Su, 2022. "What Drives Smallholders to Utilize Socialized Agricultural Services for Farmland Scale Management? Insights from the Perspective of Collective Action," Land, MDPI, vol. 11(6), pages 1-25, June.
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