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Changing Climate, Mechanization, and Gender Wages in Indian Agriculture

Author

Listed:
  • Mohapatra, Souryabrata
  • Paltasingh, Kirtti Ranjan
  • Sahoo, Dukhabandhu
  • Mohanty, Pritisudha

Abstract

This paper explores the intricate interplay between farm mechanisation, climate change and rural farm wages across genders in India. By employing panel regression models on district-level data for 26 years, our findings reveal that both physical (density of tractors, power tillers, pump sets) and structural (cropping and irrigation intensity) farm mechanisation positively impact farm wages for both genders. However, chemical mechanisation, specifically intensive fertiliser use, negatively influences female wage rates while positively affecting male wages. Additionally, climatic risks, such as high temperatures and deviations in rainfall, have significantly detrimental effects on farm wages. Considering other socioeconomic factors, our study identifies that occupational diversity and access to banks positively influence farm wages, while gender literacy gaps have a negative impact. The policy implication derived from our research advocates the promotion of all three forms of farm mechanisation to enhance productivity. However, this mechanisation should be tailored to adapt to evolving climate conditions and social and gender-specific needs, ensuring a balanced and inclusive approach to agricultural development.

Suggested Citation

  • Mohapatra, Souryabrata & Paltasingh, Kirtti Ranjan & Sahoo, Dukhabandhu & Mohanty, Pritisudha, 2026. "Changing Climate, Mechanization, and Gender Wages in Indian Agriculture," MPRA Paper 128469, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:128469
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    References listed on IDEAS

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    1. 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).
    2. Tongwei Qiu & Biliang Luo, 2021. "Do small farms prefer agricultural mechanization services? Evidence from wheat production in China," Applied Economics, Taylor & Francis Journals, vol. 53(26), pages 2962-2973, June.
    3. Lili Jia & Martin Petrick, 2014. "How does land fragmentation affect off-farm labor supply: panel data evidence from China," Agricultural Economics, International Association of Agricultural Economists, vol. 45(3), pages 369-380, May.
    4. 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).
    5. Fangbin Qiao, 2023. "The impact of mechanization on crop production in China," Applied Economics, Taylor & Francis Journals, vol. 55(15), pages 1728-1741, March.
    6. Raphael J. Nawrotzki & Jack DeWaard & Maryia Bakhtsiyarava & Jasmine Trang Ha, 2017. "Climate shocks and rural-urban migration in Mexico: exploring nonlinearities and thresholds," Climatic Change, Springer, vol. 140(2), pages 243-258, January.
    7. Yi Qing & Moyu Chen & Yu Sheng & Jikun Huang, 2019. "Mechanization services, farm productivity and institutional innovation in China," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 11(3), pages 536-554, June.
    8. Stephen F. Hamilton & Timothy J. Richards & Aric P. Shafran & Kathryn N. Vasilaky, 2022. "Farm labor productivity and the impact of mechanization," American Journal of Agricultural Economics, John Wiley & Sons, vol. 104(4), pages 1435-1459, August.
    9. Pallavi Rajkhowa & Zaneta Kubik, 2021. "Revisiting the relationship between farm mechanization and labour requirement in India," Indian Economic Review, Springer, vol. 56(2), pages 487-513, December.
    10. Farzana Afridi & Monisankar Bishnu & Kanika Mahajan, 2023. "Gender and mechanization: Evidence from Indian agriculture," American Journal of Agricultural Economics, John Wiley & Sons, vol. 105(1), pages 52-75, January.
    11. Yamauchi, Futoshi, 2014. "Wage growth, landholding, and mechanization in agriculture : evidence from Indonesia," Policy Research Working Paper Series 6789, The World Bank.
    12. Takeshima, Hiroyuki & Hatzenbuehler, Patrick L. & Edeh, Hyacinth O., 2020. "Effects of agricultural mechanization on economies of scope in crop production in Nigeria," Agricultural Systems, Elsevier, vol. 177(C).
    13. Kala, Namrata & Caunedo, Julieta, 2021. "Mechanizing Agriculture," CEPR Discussion Papers 16369, Centre for Economic Policy Research.
    14. Belton, Ben & Win, Myat Thida & Zhang, Xiaobo & Filipski, Mateusz, 2021. "The rapid rise of agricultural mechanization in Myanmar," Food Policy, Elsevier, vol. 101(C).
    15. Yi Qing & Moyu Chen & Yu Sheng & Jikun Huang, 2019. "Mechanization services, farm productivity and institutional innovation in China," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 11(3), pages 536-554, June.
    16. Afridi, Farzana & Mahajan, Kanika & Sangwan, Nikita, 2021. "The Gendered Effects of Climate Change: Production Shocks and Labor Response in Agriculture," IZA Discussion Papers 14568, IZA Network @ LISER.
    17. Souryabrata Mohapatra & Amarendra Das & Dukhabandhu Sahoo & Basil Sharp & Auro Kumar Sahoo, 2023. "How climate-included variations in crop yields affect migration in India," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 50(11), pages 1521-1550, May.
    18. Chang, Hung-Hao & Mishra, Ashok, 2008. "Impact of off-farm labor supply on food expenditures of the farm household," Food Policy, Elsevier, vol. 33(6), pages 657-664, December.
    19. Cevik, Serhan & Jalles, João Tovar, 2023. "For whom the bell tolls: Climate change and income inequality," Energy Policy, Elsevier, vol. 174(C).
    20. Serhan Cevik, João Tovar Jalles, 2023. "For Whom the Bell Tolls: Climate Change and Income Inequality," Working Papers REM 2023/0277, ISEG - Lisbon School of Economics and Management, REM, Universidade de Lisboa.
    21. 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).
    22. Kumar, Sant & Answer, Ejaz & Immanuelraj, T.K. & Kumar, Sumant & Singh, H.P. & Mishra, Sarba N. & Sarkar, S.K., . "Agricultural wages in India: trends and determinants," Agricultural Economics Research Review, Agricultural Economics Research Association (India), vol. 33(01).
    23. Paudel, Gokul P. & Gartaula, Hom & Rahut, Dil Bahadur & Craufurd, Peter, 2020. "Gender differentiated small-scale farm mechanization in Nepal hills: An application of exogenous switching treatment regression," Technology in Society, Elsevier, vol. 61(C).
    24. Fernando M. Aragón & Francisco Oteiza & Juan Pablo Rud, 2021. "Climate Change and Agriculture: Subsistence Farmers' Response to Extreme Heat," American Economic Journal: Economic Policy, American Economic Association, vol. 13(1), pages 1-35, February.
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    JEL classification:

    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming

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