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Factors affecting the adoption of multiple climate‐smart agricultural practices in the Indo‐Gangetic Plains of India

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  • Jeetendra Prakash Aryal
  • Dil Bahadur Rahut
  • Sofina Maharjan
  • Olaf Erenstein

Abstract

Climate change poses a major threat to agricultural production and food security in India, and climate‐smart agriculture (CSA) is crucial in addressing the potential impacts. Using survey data from 1,267 farm households in 25 villages from Bihar and Haryana in the Indo‐Gangetic Plains, this study analyzes the factors that determine the probability and level of adoption of multiple CSA practices, including seeds of stress‐tolerant varieties, minimum tillage, laser land leveling, site‐specific nutrient management and crop diversification. We applied a multivariate probit model for the simultaneous multiple adoption decisions, and ordered probit models for assessing the factors affecting the level of adoption. The adoption of the various CSA practices is interrelated, whereas several factors, including household characteristics, plot characteristics, market access and major climate risks are found to affect the probability and level of CSA adoption. Climate‐smart agriculture (CSA) adoption and its intensity also vary significantly between eastern Bihar, which is relatively poor and densely populated, and north‐western Haryana. Engaging multiple stakeholders such as farmers, agricultural institutions, agricultural service providers and concerned government departments at the local level is crucial for the large‐scale uptake of CSA. The study, therefore, calls for agricultural policy reforms so that most of the issues related to the uptake of CSA can be adequately addressed.

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  • Jeetendra Prakash Aryal & Dil Bahadur Rahut & Sofina Maharjan & Olaf Erenstein, 2018. "Factors affecting the adoption of multiple climate‐smart agricultural practices in the Indo‐Gangetic Plains of India," Natural Resources Forum, Blackwell Publishing, vol. 42(3), pages 141-158, August.
  • Handle: RePEc:wly:natres:v:42:y:2018:i:3:p:141-158
    DOI: 10.1111/1477-8947.12152
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    as
    1. David B. Lobell & Adam Sibley & J. Ivan Ortiz-Monasterio, 2012. "Extreme heat effects on wheat senescence in India," Nature Climate Change, Nature, vol. 2(3), pages 186-189, March.
    2. 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.
    3. Abhijit Sharma & Alastair Bailey & Iain Fraser, 2011. "Technology Adoption and Pest Control Strategies Among UK Cereal Farmers: Evidence from Parametric and Nonparametric Count Data Models," Journal of Agricultural Economics, Wiley Blackwell, vol. 62(1), pages 73-92, February.
    4. Behera, Bhagirath & Rahut, Dil Bahadur & Jeetendra, Aryal & Ali, Akhter, 2015. "Household collection and use of biomass energy sources in South Asia," Energy, Elsevier, vol. 85(C), pages 468-480.
    5. Stein Holden & Bekele Shiferaw & John Pender, 2001. "Market Imperfections and Land Productivity in the Ethiopian Highlands," Journal of Agricultural Economics, Wiley Blackwell, vol. 52(3), pages 53-70, September.
    6. David A. Belsley, 1988. "A Guide to Using the Collinearity Diagnostics," Boston College Working Papers in Economics 190, Boston College Department of Economics.
    7. Kassie, Menale & Jaleta, Moti & Shiferaw, Bekele & Mmbando, Frank & Mekuria, Mulugetta, 2013. "Adoption of interrelated sustainable agricultural practices in smallholder systems: Evidence from rural Tanzania," Technological Forecasting and Social Change, Elsevier, vol. 80(3), pages 525-540.
    8. Pratap S. Birthal & Shiv Kumar & Digvijay S. Negi & Devesh Roy, 2015. "The impacts of information on returns from farming: evidence from a nationally representative farm survey in India," Agricultural Economics, International Association of Agricultural Economists, vol. 46(4), pages 549-561, July.
    9. Yu, Li & Hurley, Terrance & Kliebenstein, James & Orazem, Peter, 2012. "A test for complementarities among multiple technologies that avoids the curse of dimensionality," Economics Letters, Elsevier, vol. 116(3), pages 354-357.
    10. Derek Byerlee & Edith Hesse de Polanco, 1986. "Farmers' Stepwise Adoption of Technological Packages: Evidence from the Mexican Altiplano," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 68(3), pages 519-527.
    11. Stein T. Holden & Keijiro Otsuka & Klaus Deininger (ed.), 2013. "Land Tenure Reform in Asia and Africa," Palgrave Macmillan Books, Palgrave Macmillan, number 978-1-137-34381-9, December.
    12. Menale Kassie & Precious Zikhali & John Pender & Gunnar Köhlin, 2010. "The Economics of Sustainable Land Management Practices in the Ethiopian Highlands," Journal of Agricultural Economics, Wiley Blackwell, vol. 61(3), pages 605-627, September.
    13. Birthal, Pratap S. & Roy, Devesh & Negi, Digvijay S., 2015. "Assessing the Impact of Crop Diversification on Farm Poverty in India," World Development, Elsevier, vol. 72(C), pages 70-92.
    14. Jeetendra P. Aryal & Stein T. Holden, 2012. "Livestock and land share contracts in a Hindu society," Agricultural Economics, International Association of Agricultural Economists, vol. 43(5), pages 593-606, September.
    15. 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.
    16. Pender, John L. & Kerr, John M., 1998. "Determinants of farmers' indigenous soil and water conservation investments in semi-arid India," Agricultural Economics, Blackwell, vol. 19(1-2), pages 113-125, September.
    17. Chander, Parkash & Thangavelu, Shandre M., 2004. "Technology adoption, education and immigration policy," Journal of Development Economics, Elsevier, vol. 75(1), pages 79-94, October.
    18. Awudu Abdulai & Wallace Huffman, 2014. "The Adoption and Impact of Soil and Water Conservation Technology: An Endogenous Switching Regression Application," Land Economics, University of Wisconsin Press, vol. 90(1), pages 26-43.
    19. Ashwini Chhatre & Sripad Devalkar & Sridhar Seshadri, 2016. "Crop diversification and risk management in Indian agriculture," DECISION: Official Journal of the Indian Institute of Management Calcutta, Springer;Indian Institute of Management Calcutta, vol. 43(2), pages 167-179, June.
    20. de Janvry, Alain & Fafchamps, Marcel & Sadoulet, Elisabeth, 1991. "Peasant Household Behaviour with Missing Markets: Some Paradoxes Explained," Economic Journal, Royal Economic Society, vol. 101(409), pages 1400-1417, November.
    21. Arti Bhatia & Niveta Jain & Himanshu Pathak, 2013. "Methane and nitrous oxide emissions from Indian rice paddies, agricultural soils and crop residue burning," Greenhouse Gases: Science and Technology, Blackwell Publishing, vol. 3(3), pages 196-211, June.
    22. Brandt, Patric & Kvakić, Marko & Butterbach-Bahl, Klaus & Rufino, Mariana C., 2017. "How to target climate-smart agriculture? Concept and application of the consensus-driven decision support framework “targetCSA”," Agricultural Systems, Elsevier, vol. 151(C), pages 234-245.
    23. Rivers, Douglas & Vuong, Quang H., 1988. "Limited information estimators and exogeneity tests for simultaneous probit models," Journal of Econometrics, Elsevier, vol. 39(3), pages 347-366, November.
    24. de Janvry, Alain & Fafchamps, M. & Sadoulet, Elisabeth, 1991. "Peasant Household Behavior with Missing Markets: Some Paradoxes Explain," CUDARE Working Papers 198579, University of California, Berkeley, Department of Agricultural and Resource Economics.
    25. Takashi Yamano & Srinivasulu Rajendran & Maria Malabayabas, 2015. "Farmers’ self-perception toward agricultural technology adoption: evidence on adoption of submergence-tolerant rice in Eastern India," Journal of Social and Economic Development, Springer;Institute for Social and Economic Change, vol. 17(2), pages 260-274, October.
    26. Jeetendra P. Aryal roresearcher & Stein T. Holden, 2013. "Land Reforms, Caste Discrimination and Land Market Performance in Nepal," Palgrave Macmillan Books, in: Stein T. Holden & Keijiro Otsuka & Klaus Deininger (ed.), Land Tenure Reform in Asia and Africa, chapter 2, pages 29-53, Palgrave Macmillan.
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    15. Victor O. Abegunde & Melusi Sibanda & Ajuruchukwu Obi, 2019. "Determinants of the Adoption of Climate-Smart Agricultural Practices by Small-Scale Farming Households in King Cetshwayo District Municipality, South Africa," Sustainability, MDPI, vol. 12(1), pages 1-27, December.
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    17. Richa Richa & Ilan Noy & Subir Sen, 2024. "Extreme Weather and Inter-State Migration in India," CESifo Working Paper Series 10919, CESifo.
    18. Gbêtondji Melaine Armel Nonvide, 2023. "Does land security matter in adapting to climate change? an empirical evidence from Benin," Climatic Change, Springer, vol. 176(10), pages 1-13, October.
    19. Misganaw Teshager Abeje & Atsushi Tsunekawa & Enyew Adgo & Nigussie Haregeweyn & Zerihun Nigussie & Zemen Ayalew & Asres Elias & Dessalegn Molla & Daregot Berihun, 2019. "Exploring Drivers of Livelihood Diversification and Its Effect on Adoption of Sustainable Land Management Practices in the Upper Blue Nile Basin, Ethiopia," Sustainability, MDPI, vol. 11(10), pages 1-23, May.

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