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Understanding the geographic pattern of diffusion of modern crop varieties in India: A multilevel modeling approach

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  • Kumar, Anjani
  • Hazrana, Jaweriah
  • Negi, Digvijay S.
  • Tripathi, Gaurav
  • Birthal, Pratap Singh

Abstract

In this paper, we seek to quantify the relative importance of various geographical and administrative factors affecting the diffusion process of modern crop varieties in India. Our study relies on a multilevel modeling approach and uses pan-Indian, household-level data on the adoption of different varieties of rice, wheat and maize. Findings indicate that household-level differences explain larger variation in the adoption of modern crop varieties, but the contextual effects of state actions also play an important role in the diffusion process. These contextual effects are larger for commercial crops than for subsistence crops. Although level-specific recommendations are beyond the scope of this paper, our findings imply a need for strengthening linkages between research and extension systems, and better coordination of programs and strategies across different geographical levels for dissemination of modern crop varieties.

Suggested Citation

  • Kumar, Anjani & Hazrana, Jaweriah & Negi, Digvijay S. & Tripathi, Gaurav & Birthal, Pratap Singh, 2020. "Understanding the geographic pattern of diffusion of modern crop varieties in India: A multilevel modeling approach," IFPRI discussion papers 1916, International Food Policy Research Institute (IFPRI).
    • Handle: RePEc:fpr:ifprid:1916
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    1. Kim, Rockli & Mohanty, Sanjay K. & Subramanian, S.V., 2016. "Multilevel Geographies of Poverty in India," World Development, Elsevier, vol. 87(C), pages 349-359.
    2. Birthal, Pratap S. & Hazrana, Jaweriah & Negi, Digvijay S., 2020. "Diversification in Indian agriculture towards high value crops: Multilevel determinants and policy implications," Land Use Policy, Elsevier, vol. 91(C).
    3. Le Zhang & Chuanqing Liao & Huan Zhang & Xiaobo Hua, 2018. "Multilevel Modeling of Rural Livelihood Strategies from Peasant to Village Level in Henan Province, China," Sustainability, MDPI, vol. 10(9), pages 1-13, August.
    4. Foster, Andrew D & Rosenzweig, Mark R, 1995. "Learning by Doing and Learning from Others: Human Capital and Technical Change in Agriculture," Journal of Political Economy, University of Chicago Press, vol. 103(6), pages 1176-1209, December.
    5. Pratap S. Birthal & Jaweriah Hazrana & Digvijay S. Negi, 2019. "A multilevel analysis of drought risk in Indian agriculture: implications for managing risk at different geographical levels," Climatic Change, Springer, vol. 157(3), pages 499-513, December.
    6. 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.
    7. Overmars, Koen P. & Verburg, Peter H., 2006. "Multilevel modelling of land use from field to village level in the Philippines," Agricultural Systems, Elsevier, vol. 89(2-3), pages 435-456, September.
    8. Kirtti Ranjan Paltasingh & Phanindra Goyari, 2018. "Impact of farmer education on farm productivity under varying technologies: case of paddy growers in India," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 6(1), pages 1-19, December.
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