Understanding the geographic pattern of diffusion of modern crop varieties in India: a multilevel modeling approach
Anjani Kumar,
Jaweriah Hazrana,
Digvijay Negi (),
Pratap Birthal and
Gaurav Tripathi ()
Additional contact information
Jaweriah Hazrana: ICAR–National Institute of Agricultural Economics and Policy Research
Gaurav Tripathi: International Food Policy Research Institute (IFPRI)
Food Security: The Science, Sociology and Economics of Food Production and Access to Food, 2021, vol. 13, issue 3, No 10, 637-651
Abstract:
Abstract The diffusion of agricultural technologies is influenced by a number of factors, including the farm-, household- and location-specific characteristics, institutions, infrastructures, and agri-food policies. The empirical literature, however, focuses largely on the household-level factors, ignoring the higher-level factors that simultaneously may influence the technology diffusion process. Employing a multilevel modeling approach this paper analyzes the mutually reinforcing and reciprocal relationships between people (compositional effects) and places (contextual effects) to know the relative importance of different geographical or administrative levels in the diffusion of modern crop varieties in India. The findings show strong contextual effects of states (i.e., policies) and also equally strong compositional effects of the between household differences. These findings suggest the need for a greater policy emphasis on agricultural research and dissemination of its outputs, and redressal of the constraints that farmers face in switching over to new technologies and innovations. Further, the findings also suggest that relaxing credit and information constraints will accelerate the spread of technology diffusion. The contextual effects of the intermediate geographical levels are small, and point towards strengthening coordination between different geographical levels for faster dissemination of technologies and subsequent realization of their economic and social outcomes.
Keywords: Diffusion of modern varieties; Cereals; Multilevel modelling; India (search for similar items in EconPapers)
Date: 2021
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (3)
Downloads: (external link)
http://link.springer.com/10.1007/s12571-020-01114-y Abstract (text/html)
Access to the full text of the articles in this series is restricted.
Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.
Export reference: BibTeX
RIS (EndNote, ProCite, RefMan)
HTML/Text
Persistent link: https://EconPapers.repec.org/RePEc:spr:ssefpa:v:13:y:2021:i:3:d:10.1007_s12571-020-01114-y
Ordering information: This journal article can be ordered from
http://www.springer. ... ulture/journal/12571
DOI: 10.1007/s12571-020-01114-y
Access Statistics for this article
Food Security: The Science, Sociology and Economics of Food Production and Access to Food is currently edited by R.N. Strange
More articles in Food Security: The Science, Sociology and Economics of Food Production and Access to Food from Springer, The International Society for Plant Pathology
Bibliographic data for series maintained by Sonal Shukla () and Springer Nature Abstracting and Indexing ().