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Adoption of agronomic practices and their impact on crop yield and income: An analysis for black gram and green gram in India

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  • Poornima Varma
  • Julius Manda

Abstract

Black gram and green gram are important pulse crops in India, but their production has faced fluctuations and stagnancy in yields over the last few decades. The Government of India has implemented several measures to enhance crop yield, including recommending and promoting the adoption of crop‐specific agronomic practices. However, there is limited empirical evidence on the determinants of the adoption of these practices and their impact on yield and income. In this context, this study analyses the determinants of the adoption of climate and plant management practices among black gram and green gram farmers and their impact on yield, crop revenue and net income across four major crop‐producing Indian states using a multinomial endogenous treatment effects model. Our analysis shows that information, contact with government extension services and access to off‐farm activities are crucial in adopting climate and plant management practices. The results strengthen the view that the adoption of knowledge‐intensive practices happens via formal information sources and plot‐level demonstrations. In addition, the results indicate that farmers who experience frequent crop loss exhibit an aversion towards adopting climate and plant management practices. While adopting these practices had a positive impact on crop yield and crop revenue, the impact on net income was observed only in the case of climate management.

Suggested Citation

  • Poornima Varma & Julius Manda, 2025. "Adoption of agronomic practices and their impact on crop yield and income: An analysis for black gram and green gram in India," Journal of Agricultural Economics, Wiley Blackwell, vol. 76(1), pages 139-163, February.
    • Handle: RePEc:bla:jageco:v:76:y:2025:i:1:p:139-163
    DOI: 10.1111/1477-9552.12617
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    1. David R. Lee, 2005. "Agricultural Sustainability and Technology Adoption: Issues and Policies for Developing Countries," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(5), pages 1325-1334.
    2. “Ban” Banerjee, Swagata & Martin, Steven W. & Roberts, Roland K. & Larkin, Sherry L. & Larson, James A. & Paxton, Kenneth W. & English, Burton C. & Marra, Michele C. & Reeves, Jeanne M., 2008. "A Binary Logit Estimation of Factors Affecting Adoption of GPS Guidance Systems by Cotton Producers," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 40(1), pages 345-355, April.
    3. Christopher B. Barrett & Christine M. Moser & Oloro V. McHugh & Joeli Barison, 2004. "Better Technology, Better Plots, or Better Farmers? Identifying Changes in Productivity and Risk among Malagasy Rice Farmers," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 86(4), pages 869-888.
    4. Ashok Gulati & Prerna Terway & Siraj Hussain, 2018. "Crop Insurance in India: Key Issues and Way Forward," Indian Council for Research on International Economic Relations (ICRIER) Working Paper 352, Indian Council for Research on International Economic Relations (ICRIER), New Delhi, India.
    5. Balana, Bedru & Oyeyemi, Motunrayo & Benson, Todd, 2020. "Do credit constraints affect agricultural technology adoption? Evidence from Nigeria," NSSP policy notes 53, International Food Policy Research Institute (IFPRI).
    6. Hailemariam Teklewold & Menale Kassie & Bekele Shiferaw, 2013. "Adoption of Multiple Sustainable Agricultural Practices in Rural Ethiopia," Journal of Agricultural Economics, Wiley Blackwell, vol. 64(3), pages 597-623, September.
    7. Toritseju Begho, 2021. "Using Farmers’ Risk Tolerance to Explain Variations in Adoption of Improved Rice Varieties in Nepal," Journal of South Asian Development, , vol. 16(2), pages 171-193, August.
    8. Mansur, Erin T. & Mendelsohn, Robert & Morrison, Wendy, 2008. "Climate change adaptation: A study of fuel choice and consumption in the US energy sector," Journal of Environmental Economics and Management, Elsevier, vol. 55(2), pages 175-193, March.
    9. Brick, Kerri & Visser, Martine, 2015. "Risk preferences, technology adoption and insurance uptake: A framed experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 118(C), pages 383-396.
    10. repec:cup:jagaec:v:40:y:2008:i:1:p:345-355_25 is not listed on IDEAS
    11. JunJie Wu & Bruce A. Babcock, 1998. "The Choice of Tillage, Rotation, and Soil Testing Practices: Economic and Environmental Implications," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 80(3), pages 494-511.
    12. Balana, Bedru & Oyeyemi, Motunrayo, 2020. "Credit constraints and agricultural technology adoption: Evidence from Nigeria," NSSP working papers 64, International Food Policy Research Institute (IFPRI).
    13. Gazali Issahaku & Awudu Abdulai, 2020. "Adoption of climate‐smart practices and its impact on farm performance and risk exposure among smallholder farmers in Ghana," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 64(2), pages 396-420, April.
    14. Issahaku, Gazali & Abdulai, Awudu, . "Adoption of climate-smart practices and its impact on farm performance and risk exposure among smallholder farmers in Ghana," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 64(2).
    15. Ng’ombe, John N. & Kalinda, Thomson H. & Tembo, Gelson, 2017. "Does adoption of conservation farming practices result in increased crop revenue? Evidence from Zambia," Agrekon, Agricultural Economics Association of South Africa (AEASA), vol. 56(2), March.
    16. Noltze, Martin & Schwarze, Stefan & Qaim, Matin, 2012. "Understanding the adoption of system technologies in smallholder agriculture: The system of rice intensification (SRI) in Timor Leste," Agricultural Systems, Elsevier, vol. 108(C), pages 64-73.
    17. Rajesh Tiwari & Khem Chand & Bimal Anjum, 2020. "Crop Insurance in India: A Review of Pradhan Mantri Fasal Bima Yojana (PMFBY)," FIIB Business Review, , vol. 9(4), pages 249-255, December.
    18. Partha Deb & Pravin K. Trivedi, 2006. "Maximum simulated likelihood estimation of a negative binomial regression model with multinomial endogenous treatment," Stata Journal, StataCorp LLC, vol. 6(2), pages 246-255, June.
    19. Elaine M. Liu, 2013. "Time to Change What to Sow: Risk Preferences and Technology Adoption Decisions of Cotton Farmers in China," The Review of Economics and Statistics, MIT Press, vol. 95(4), pages 1386-1403, October.
    20. Bekele A. Shiferaw & Tewodros A. Kebede & Liang You, 2008. "Technology adoption under seed access constraints and the economic impacts of improved pigeonpea varieties in Tanzania," Agricultural Economics, International Association of Agricultural Economists, vol. 39(3), pages 309-323, November.
    21. Ranjan Kumar Ghosh & Shweta Gupta & Vartika Singh & Patrick S. Ward, 2021. "Demand for Crop Insurance in Developing Countries: New Evidence from India," Journal of Agricultural Economics, Wiley Blackwell, vol. 72(1), pages 293-320, February.
    22. Poornima Varma, 2019. "Adoption and the impact of system of rice intensification on rice yields and household income: an analysis for India," Applied Economics, Taylor & Francis Journals, vol. 51(45), pages 4956-4972, September.
    23. Simtowe, Franklin & Kassie, Menale & Diagne, Aliou & Asfaw, Solomon & Shiferaw, Bekele & Silim, Said & Muange, Elijah, 2011. "Determinants of Agricultural Technology Adoption: The Case of Improved Pigeonpea Varieties in Tanzania," Quarterly Journal of International Agriculture, Humboldt-Universitaat zu Berlin, vol. 50(4), pages 1-21.
    24. Velandia, Margarita & Rejesus, Roderick M. & Knight, Thomas O. & Sherrick, Bruce J., 2009. "Factors Affecting Farmers' Utilization of Agricultural Risk Management Tools: The Case of Crop Insurance, Forward Contracting, and Spreading Sales," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 41(1), pages 107-123, April.
    25. 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.
    26. Bekele Shiferaw & Tewodros Kebede & Menale Kassie & Monica Fisher, 2015. "Market imperfections, access to information and technology adoption in Uganda: challenges of overcoming multiple constraints," Agricultural Economics, International Association of Agricultural Economists, vol. 46(4), pages 475-488, July.
    27. Bekele, Wagayehu & Drake, Lars, 2003. "Soil and water conservation decision behavior of subsistence farmers in the Eastern Highlands of Ethiopia: a case study of the Hunde-Lafto area," Ecological Economics, Elsevier, vol. 46(3), pages 437-451, October.
    28. Suman Chakrabarti & Avinash Kishore & Devesh Roy, 2018. "Effectiveness of Food Subsidies in Raising Healthy Food Consumption: Public Distribution of Pulses in India," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 100(5), pages 1427-1449.
    29. Bradford L. Barham & Jean-Paul Chavas & Dylan Fitz & Vanessa Ríos-Salas & Laura Schechter, 2015. "Risk, learning, and technology adoption," Agricultural Economics, International Association of Agricultural Economists, vol. 46(1), pages 11-24, January.
    30. John N. Ng’ombe & Thomson H. Kalinda & Gelson Tembo, 2017. "Does adoption of conservation farming practices result in increased crop revenue? Evidence from Zambia," Agrekon, Taylor & Francis Journals, vol. 56(2), pages 205-221, April.
    31. Khine, Nyein Aye & Kundu, K. K. & Malik, D. P. & Devi, Monika, 2021. "Production and Trade Performance of Blackgram (Vigna mungo) and Greengram (Vigna radiata) in India and Myanmar," Asian Journal of Agricultural Extension, Economics & Sociology, Asian Journal of Agricultural Extension, Economics & Sociology, vol. 39(10).
    32. Tufa, Adane Hirpa & Alene, Arega D. & Manda, Julius & Akinwale, M.G. & Chikoye, David & Feleke, Shiferaw & Wossen, Tesfamicheal & Manyong, Victor, 2019. "The productivity and income effects of adoption of improved soybean varieties and agronomic practices in Malawi," World Development, Elsevier, vol. 124(C), pages 1-1.
    33. Francis H. Kemeze & Mario J. Miranda & John K. M. Kuwornu & Henry Anim-Somuah, 2020. "Smallholder Farmer Risk Preferences in Northern Ghana:Evidence from a Controlled Field Experiment," Journal of Development Studies, Taylor & Francis Journals, vol. 56(10), pages 1894-1908, October.
    34. Salvatore Di Falco & Marcella Veronesi, 2013. "How Can African Agriculture Adapt to Climate Change? A Counterfactual Analysis from Ethiopia," Land Economics, University of Wisconsin Press, vol. 89(4), pages 743-766.
    35. Poornima Varma, 2018. "Adoption of System of Rice Intensification under Information Constraints: An Analysis for India," Journal of Development Studies, Taylor & Francis Journals, vol. 54(10), pages 1838-1857, October.
    36. Poornima Varma, 2022. "Pulses for Food and Nutritional Security of India," India Studies in Business and Economics, Springer, number 978-981-19-3185-7, September.
    37. John Pender & Berhanu Gebremedhin, 2008. "Determinants of Agricultural and Land Management Practices and Impacts on Crop Production and Household Income in the Highlands of Tigray, Ethiopia," Journal of African Economies, Centre for the Study of African Economies, vol. 17(3), pages 395-450, June.
    38. Salvatore di Falco & Erwin Bulte, 2011. "A Dark Side of Social Capital? Kinship, Consumption, and Savings," Journal of Development Studies, Taylor & Francis Journals, vol. 47(8), pages 1128-1151, June.
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