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The role of resource reallocation in promoting total factor productivity growth: Insights from China’s agricultural sector

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  • Hongyun Zheng
  • Wanglin Ma

Abstract

This study investigates the contribution of resource reallocation to aggregate total factor productivity (TFP) in China's agricultural sector using unique county‐level panel data for the period 2002–2016. The factors affecting resource reallocation are also investigated by estimating an unconditional quantile regression (UQR) model. Our results show that there exists an “N‐shaped” contribution of resource reallocation to aggregate TFP over time, and on average, resource reallocation increases aggregate TFP by 4.84% annually. The results of the UQR model indicate that government intervention and financial and labor market development affect resource reallocation heterogeneously. In particular, we show that government intervention significantly decreases resource reallocation at the selected quantiles (except for the 70th quantile), with the largest effect occurring at the lowest 10th quantile. Financial market development significantly increases resource reallocation at all the selected quantiles, whereas labor market development significantly increases resource reallocation exclusively at the 10th, 50th, and 70th quantiles.

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  • Hongyun Zheng & Wanglin Ma, 2021. "The role of resource reallocation in promoting total factor productivity growth: Insights from China’s agricultural sector," Review of Development Economics, Wiley Blackwell, vol. 25(4), pages 2350-2371, November.
    • Handle: RePEc:bla:rdevec:v:25:y:2021:i:4:p:2350-2371
    DOI: 10.1111/rode.12826
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    1. Hongyun Han & Hanning Li & Liange Zhao, 2018. "Determinants of Factor Misallocation in Agricultural Production and Implications for Agricultural Supply†side Reform in China," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 26(3), pages 22-42, May.
    2. Tasso Adamopoulos & Diego Restuccia, 2014. "The Size Distribution of Farms and International Productivity Differences," American Economic Review, American Economic Association, vol. 104(6), pages 1667-1697, June.
    3. 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).
    4. Hyeog Ug Kwon & Futoshi Narita & Machiko Narita, 2015. "Resource Reallocation and Zombie Lending in Japan in the 1990s," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 18(4), pages 709-732, October.
    5. Le, Kien, 2020. "Land use restrictions, misallocation in agriculture, and aggregate productivity in Vietnam," Journal of Development Economics, Elsevier, vol. 145(C).
    6. Chaoran Chen & Diego Restuccia & Raul Santaeulalia-Llopis, 2022. "The Effects of Land Markets on Resource Allocation and Agricultural Productivity," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 45, pages 41-54, July.
    7. Dakpo, K Herve & Jeanneaux, Philippe & Latruffe, Laure & Mosnier, Claire & Veysset, Patrick, 2018. "Three decades of productivity change in French beef production: a F€are-Primont index decomposition," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 62(3), July.
    8. Chaoran Chen & Diego Restuccia & Raül Santaeulàlia-Llopis, 2023. "Land Misallocation and Productivity," American Economic Journal: Macroeconomics, American Economic Association, vol. 15(2), pages 441-465, April.
    9. Loren Brandt & Trevor Tombe & Xiadong Zhu, 2013. "Factor Market Distortions Across Time, Space, and Sectors in China," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 16(1), pages 39-58, January.
    10. Yi, Fujin & Sun, Dingqiang & Zhou, Yingheng, 2015. "Grain subsidy, liquidity constraints and food security—Impact of the grain subsidy program on the grain-sown areas in China," Food Policy, Elsevier, vol. 50(C), pages 114-124.
    11. Li, Hao-Chung & Lee, Wen-Chieh & Ko, Bo-Ting, 2017. "What determines misallocation in innovation? A study of regional innovation in China," Journal of Macroeconomics, Elsevier, vol. 52(C), pages 221-237.
    12. Cuiping Xu & H. Holly Wang & Qinghua Shi, 2012. "Farmers’ Income and Production Responses to Rural Taxation Reform in Three Regions in China," Journal of Agricultural Economics, Wiley Blackwell, vol. 63(2), pages 291-309, June.
    13. Panpan Diao & Zhonggen Zhang & Zhenyong Jin, 2018. "Dynamic and static analysis of agricultural productivity in China," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 10(2), pages 293-312, May.
    14. Wanglin Ma & Alan Renwick & Quentin Grafton, 2018. "Farm machinery use, off†farm employment and farm performance in China," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 62(2), pages 279-298, April.
    15. Guanchun Liu & Yuanyuan Liu & Chengsi Zhang, 2018. "Factor allocation, economic growth and unbalanced regional development in China," The World Economy, Wiley Blackwell, vol. 41(9), pages 2439-2463, September.
    16. Gong, Binlei, 2018. "Agricultural reforms and production in China: Changes in provincial production function and productivity in 1978–2015," Journal of Development Economics, Elsevier, vol. 132(C), pages 18-31.
    17. John Giles & Ren Mu, 2018. "Village Political Economy, Land Tenure Insecurity, and the Rural to Urban Migration Decision: Evidence from China," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 100(2), pages 521-544.
    18. Diego Restuccia & Richard Rogerson, 2017. "The Causes and Costs of Misallocation," Journal of Economic Perspectives, American Economic Association, vol. 31(3), pages 151-174, Summer.
    19. Wang, Xiang & Shao, Shuai & Li, Ling, 2019. "Agricultural inputs, urbanization, and urban-rural income disparity: Evidence from China," China Economic Review, Elsevier, vol. 55(C), pages 67-84.
    20. Yu Sheng & Thomas Jackson & Peter Gooday, 2017. "Resource reallocation and its contribution to productivity growth in Australian broadacre agriculture," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 61(1), pages 56-75, January.
    21. Sangho Kim & Muthusamy Saravanakumar, 2012. "Economic Reform and Total Factor Productivity Growth in Indian Manufacturing Industries," Review of Development Economics, Wiley Blackwell, vol. 16(1), pages 152-166, February.
    22. Lu, Hua & Xie, Hualin & He, Yafen & Wu, Zhilong & Zhang, Xinmin, 2018. "Assessing the impacts of land fragmentation and plot size on yields and costs: A translog production model and cost function approach," Agricultural Systems, Elsevier, vol. 161(C), pages 81-88.
    23. Yu Sheng & Xiaohui Tian & Weiqing Qiao & Chao Peng, 2020. "Measuring agricultural total factor productivity in China: pattern and drivers over the period of 1978‐2016," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 64(1), pages 82-103, January.
    24. Furceri, Davide & Kilic Celik, Sinem & Jalles, João Tovar & Koloskova, Ksenia, 2021. "Recessions and total factor productivity: Evidence from sectoral data," Economic Modelling, Elsevier, vol. 94(C), pages 130-138.
    25. Hu, Yue & Liu, Chang & Peng, Jiangang, 2021. "Financial inclusion and agricultural total factor productivity growth in China," Economic Modelling, Elsevier, vol. 96(C), pages 68-82.
    26. Wanglin Ma & Kathryn Bicknell & Alan Renwick, 2019. "Feed use intensification and technical efficiency of dairy farms in New Zealand," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 63(1), pages 20-38, January.
    27. Segundo Camino‐Mogro & Natalia Bermudez‐Barrezueta, 2021. "Productivity determinants in the construction sector in emerging country: New evidence from Ecuadorian firms," Review of Development Economics, Wiley Blackwell, vol. 25(4), pages 2391-2413, November.
    28. Philip Kostov & Sophia Davidova & Alistair Bailey, 2018. "Effect of family labour on output of farms in selected EU Member States: a non-parametric quantile regression approach," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 45(3), pages 367-395.
    29. Theodoros Skevas & Feng Wu & Zhengfei Guan, 2018. "Farm Capital Investment and Deviations from the Optimal Path," Journal of Agricultural Economics, Wiley Blackwell, vol. 69(2), pages 561-577, June.
    30. Omphile Temoso & David Hadley & Renato Villano, 2018. "Sources of efficiency, productivity and output growth in Botswana agriculture," Review of Development Economics, Wiley Blackwell, vol. 22(3), pages 1105-1124, August.
    31. Aparicio, Juan & López-Torres, Laura & Santín, Daniel, 2018. "Economic crisis and public education. A productivity analysis using a Hicks-Moorsteen index," Economic Modelling, Elsevier, vol. 71(C), pages 34-44.
    32. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    33. Sheng, Yu & Jackson, Thomas & Gooday, Peter, 2017. "Resource reallocation and its contribution to productivity growth in Australian broadacre agriculture," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 61(1), January.
    34. Mohamad Ahmad Abou Hamia, 2020. "Are developing countries accumulating sufficient total factor productivity to sustain their economic growth and job creation? Empirical evidence from the Middle East and North Africa region," Review of Development Economics, Wiley Blackwell, vol. 24(3), pages 1102-1127, August.
    35. Ziming Liu & Lan Zhang & Jens Rommel & Shuyi Feng, 2020. "Do land markets improve land-use efficiency? evidence from Jiangsu, China," Applied Economics, Taylor & Francis Journals, vol. 52(3), pages 317-330, January.
    36. Liu, Shasha & Yin, Shanshan & Yin, Chuan & Sheng, Yan, 2021. "Does the price of natural resources affect firms’ total factor productivity? Evidence from a natural experiment in China," Economic Analysis and Policy, Elsevier, vol. 70(C), pages 37-50.
    37. Yang, Mian & Yang, Fuxia & Sun, Chuanwang, 2018. "Factor market distortion correction, resource reallocation and potential productivity gains: An empirical study on China's heavy industry sector," Energy Economics, Elsevier, vol. 69(C), pages 270-279.
    38. Nicolai T. Borgen, 2016. "Fixed effects in unconditional quantile regression," Stata Journal, StataCorp LP, vol. 16(2), pages 403-415, June.
    39. Peng, Jiaying & Xie, Rui & Ma, Chunbo & Fu, Yang, 2021. "Market-based environmental regulation and total factor productivity: Evidence from Chinese enterprises," Economic Modelling, Elsevier, vol. 95(C), pages 394-407.
    40. Wu, Guiying Laura, 2018. "Capital misallocation in China: Financial frictions or policy distortions?," Journal of Development Economics, Elsevier, vol. 130(C), pages 203-223.
    41. John Asker & Allan Collard-Wexler & Jan De Loecker, 2014. "Dynamic Inputs and Resource (Mis)Allocation," Journal of Political Economy, University of Chicago Press, vol. 122(5), pages 1013-1063.
    42. Shenoy, Ajay, 2017. "Market failures and misallocation," Journal of Development Economics, Elsevier, vol. 128(C), pages 65-80.
    43. Lucia Foster & John Haltiwanger & C. J. Krizan, 2006. "Market Selection, Reallocation, and Restructuring in the U.S. Retail Trade Sector in the 1990s," The Review of Economics and Statistics, MIT Press, vol. 88(4), pages 748-758, November.
    44. Sergio Firpo & Nicole M. Fortin & Thomas Lemieux, 2009. "Unconditional Quantile Regressions," Econometrica, Econometric Society, vol. 77(3), pages 953-973, May.
    45. Amalavoyal Chari & Elaine M Liu & Shing-Yi Wang & Yongxiang Wang, 2021. "Property Rights, Land Misallocation, and Agricultural Efficiency in China [Misallocation, Selection and Productivity: A Quantitative Analysis with Panel Data from China]," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 88(4), pages 1831-1862.
    46. 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).
    47. Yu Sheng & Will Chancellor & Thomas Jackson, 2020. "Deregulation reforms, resource reallocation and aggregate productivity growth in the Australian dairy industry," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 64(2), pages 477-504, April.
    48. Yuepeng Zhou & Xiaoping Shi & Nico Heerink & Xianlei Ma, 2019. "The effect of land tenure governance on technical efficiency: evidence from three provinces in eastern China," Applied Economics, Taylor & Francis Journals, vol. 51(22), pages 2337-2354, May.
    49. Muhammad Khalid Bashir & Yasir Mehmood, 2010. "Institutional credit and rice productivity: a case study of District Lahore, Pakistan," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 2(4), pages 412-419, November.
    50. Xiaobing Wang & Futoshi Yamauchi & Jikun Huang, 2016. "Rising wages, mechanization, and the substitution between capital and labor: evidence from small scale farm system in China," Agricultural Economics, International Association of Agricultural Economists, vol. 47(3), pages 309-317, May.
    51. Fang Cai, 2018. "The Great Exodus," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 10(1), pages 3-15, February.
    52. Gong, Binlei, 2020. "Agricultural productivity convergence in China," China Economic Review, Elsevier, vol. 60(C).
    53. Fabian Frick & Johannes Sauer, 2018. "Deregulation and Productivity: Empirical Evidence on Dairy Production," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 100(1), pages 354-378.
    54. Stefan Wimmer & Johannes Sauer, 2020. "Profitability Development and Resource Reallocation: The Case of Sugar Beet Farming in Germany," Journal of Agricultural Economics, Wiley Blackwell, vol. 71(3), pages 816-837, September.
    55. Wu, Yan & Heerink, Nico & Yu, Linhui, 2020. "Real estate boom and resource misallocation in manufacturing industries: Evidence from China," China Economic Review, Elsevier, vol. 60(C).
    56. K Hervé Dakpo & Philippe Jeanneaux & Laure Latruffe & Claire Mosnier & Patrick Veysset, 2018. "Three decades of productivity change in French beef production: a Färe‐Primont index decomposition," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 62(3), pages 352-372, July.
    57. Wanglin Ma & Alan Renwick & Bruce Greig, 2019. "Modelling the heterogeneous effects of stocking rate on dairy production: an application of unconditional quantile regression with fixed effects," Applied Economics, Taylor & Francis Journals, vol. 51(43), pages 4769-4780, September.
    58. Ma, Wanglin & Renwick, Alan & Greig, Bruce, 2019. "Stocking Rate and Dairy Production in New Zealand: An Analysis of the UQR Model with Fixed Effects," 2019 Annual Meeting, July 21-23, Atlanta, Georgia 290717, Agricultural and Applied Economics Association.
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