Abstract
This study modelled the cropping decisions of Indian agricultural households using a nationally representative survey conducted in 2013 covering over 35,000 households with plot-level panel data on the types of crop cultivated in the two seasons (Kharif or Rabi) of a cropping year. We controlled for household-level unobserved characteristics using a fixed-effects procedure and estimated a multinomial model to determine the factors affecting choice of crop-type. We provide evidence on the ‘stickiness’ in the choice of cereals in the Indo-Gangetic Plain and other regions of India. The probability of a farmer switching towards non-cereal crops within the crop year was low, highlighting the challenges in crop diversification. We found that irrigated plots were less likely to be left fallow and more likely to be used for growing cereals. The probability of cultivating cereals was higher for larger plots. While our results suggest that policies promoting irrigation and the expansion of land ownership might not improve crop diversification, we also find that these measures may reduce the amount of land left fallow and hence impact food security in India.
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Notes
The categories for the kind of possession are—owned and possessed, leased-in, otherwise possessed, and leased-out.
Qualitative studies have established that availability of water across seasons affects the risk perceived by farmers especially in the Rabi season (Singh et al., 2016).
References
Aggarwal, G. C., Sidhu, A. S., Sekhon, N. K., Sandhu, K. S., & Sur, H. S. (1995). Puddling and N management effects on crop response in a rice-wheat cropping system. Soil and Tillage Research, 36(3–4), 129–139. https://doi.org/10.1016/0167-1987(95)00504-8
Agresti, A. (2003). Categorical data analysis (Vol. 482). John Wiley & Sons.
Alagh, Y. K. (1990). Agro-climatic planning and regional development. Indian Journal of Agricultural Economics, 45(902–2018–2771), 244–268. https://ageconsearch.umn.edu/record/272434/files/06%20Agro-Climatic%20Planning%20and%20Regional%20Development.pdf
Allen IV, J. E. (2014). Determinants of land allocation in a multi-crop farming system: an application of the fractional multinomial logit model to agricultural households in Mali (No. 329–2016–13343). Agricultural and Applied Economics Association Conferences 2014 Annual Meeting, July 27–29, 2014, Minneapolis, Minnesota. Retrieved on June 21, 2014, from https://ageconsearch.umn.edu/record/170175/files/Allen_AAEA_2014.pdf
Askari, H., Cummings, J. T. (1977 )Estimating agricultural supply response with the Nerlove model: A survey International Economic Review 257–292 https://doi.org/10.2307/2525749
Bhandari, A. L., Ladha, J. K., Pathak, H., Padre, A. T., Dawe, D., & Gupta, R. K. (2002). Yield and soil nutrient changes in a long-term rice-wheat rotation in India. Soil Science Society of America Journal, 66(1), 162–170. https://doi.org/10.2136/sssaj2002.1620a
Bhatt, R., Kukal, S. S., Busari, M. A., Arora, S., & Yadav, M. (2016). Sustainability issues on rice–wheat cropping system. International Soil and Water Conservation Research, 4(1), 64–74. https://doi.org/10.1016/j.iswcr.2015.12.001
Birthal, P. S., Roy, D., & Negi, D. S. (2015). Assessing the impact of crop diversification on farm poverty in India. World Development, 72, 70–92. https://doi.org/10.1016/j.worlddev.2015.02.015
Cameron, A. C., & Trivedi, P. K. (2005). Microeconometrics: Methods and Applications. Cambridge University Press.
Chand, R. (1999). Emerging crisis in Punjab agriculture: Severity and options for future. Economic and Political Weekly, A2-A10. Retrieved on June 21, 2021, from https://www.jstor.org/stable/4407788
Chand, R. (2003). Government intervention in foodgrain markets in the new context. Policy paper 19.2003. ICAR-National Institute for Agricultural Economics and Policy Research. New Delhi. Retrieved on November 17, 2021, from http://krishi.icar.gov.in/jspui/bitstream/123456789/743/1/pp19.pdf
Chand, R., & Haque, T. (1998). Rice-wheat crop system in Indo-Gangetic region: issues concerning sustainability. Economic and political weekly, A108-A112. Retrieved on June 21, 2021, from https://www.jstor.org/stable/4406933
Das, P. (2006). Cropping pattern (agricultural and horticultural) in different zones, their average yields in comparison to national average/critical gaps/reasons identified and yield potential. New Delhi: IASRI, Government of India, Ministry of Agriculture, Department of Agriculture & Cooperation, 33–47. Retrieved on June 21, 2021, from https://www.researchgate.net/profile/Cp_Rahangdale2/post/time_series_cropping_pattern_dataindia/attachment/5a96e54a4cde266d588e4977/AS%3A599060402671617%401519838538214/download/crop-pattern-in-india.pdf
Diggle, P., Diggle, P. J., Heagerty, P., Heagerty, P. J., Liang, K. Y., & Zeger, S. (2002). Analysis of longitudinal data. Oxford University Press.
Erenstein, O. (2007). Livelihoods, poverty and targeting in the Indo-Gangetic Plains: A spatial mapping approach. CIMMYT. Retrieved on October 6, 2021, from https://repository.cimmyt.org/bitstream/handle/10883/1059/90049.pdf
FAO (2016). Soils and pulses: Symbiosis for life. Food and Agriculture Organization of the United Nations, Rome. Retrieved on November 17, 2021, from https://www.fao.org/3/i6437e/i6437e.pdf
Gogoi, N., Baruah, K. K., & Meena, R. S. (2018). Grain legumes: Impact on soil health and agroecosystem. In R. Meena, A. Das, G. Yadav, & R. Lal (Eds.), Legumes for Soil Health and Sustainable Management (pp. 511–539). Springer.
Government of India (2011). Accelerated Fodder Development Programme (AFDP). Ministry of Agriculture, Department of Agriculture and Cooperation. Retrieved on November 17, 2021, from http://nfsm.gov.in/guidelines/acceler150311.pdf
Government of India (2016). Union Budget Speech 2016–17. Retrieved on June 21, 2021, from http://indiabudget.nic.in/ub2016-17/bs/bs.pdf
Government of India (2018a). Economic Survey 2017–18. Chapter 6 Volume 1, Department of Economic Affairs, Ministry of Finance. Retrieved on October 6, 2021, from https://mofapp.nic.in/economicsurvey/economicsurvey/pdf/082-101_Chapter_06_ENGLISH_Vol_01_2017-18.pdf
Government of India (2018b). Union Budget Speech 2018–19. Retrieved on June 21, 2021, from https://www.indiabudget.gov.in/ub2018-19/bs/bs.pdf
Government of India (2020). Agricultural Statistics at a Glance- 2019. Ministry of Agriculture and Farmers Welfare, Department of Agriculture Cooperation and Farmers Welfare, Directorate of Economics and Statistics. Retrieved on October 6, 2021, from https://eands.dacnet.nic.in/PDF/At%20a%20Glance%202019%20Eng.pdf
Gumma, M. K., Thenkabail, P. S., Teluguntla, P., Rao, M. N., Mohammed, I. A., & Whitbread, A. M. (2016). Mapping rice-fallow cropland areas for short-season grain legumes intensification in South Asia using MODIS 250 m time-series data. International Journal of Digital Earth, 9(10), 981–1003. https://doi.org/10.1080/17538947.2016.1168489
Gupta, S., Sunder, N., & Pingali, P. L. (2020). Market access, production diversity, and diet diversity: Evidence from India. Food and Nutrition Bulletin, 41(2), 167–185. https://doi.org/10.1177/0379572120920061
Joshi P. K., Kishore, A. & Roy, D. (2017). Making Pulses Affordable Again: Policy Options from the Farm to Retail in India. Economic & Political Weekly, 52(1), 37–44. https://www.epw.in/system/files/pdf/2017_52/1/SA_LII_1_07012017_RRA_P_K_Joshi.pdf
Kaur, M., Singh, S., Singh, J., Singh, J. M., Kingra, H. S., & Sachdeva, J. (2018). District-wise cost of cultivation of important crops in Punjab. Department of Economics and Sociology. Ludhiana: Punjab Agricultural University. Retrieved on November 17, 2021, from https://www.esopb.gov.in/static/PDF/Publications/State-Income/COC/Districtwisecostofcultivationfinalreport.pdf
Ladha, J. K., Pathak, H., & Gupta, R. K. (2007). Sustainability of the rice-wheat cropping system. Journal of Crop Improvement, 19(1–2), 125–136. https://doi.org/10.1300/J411v19n01_06
Mann, R. S. (2017). Cropping Pattern in Punjab (1966–67 to 2014–15). Economic & Political Weekly, 52(3), 30–33. https://www.epw.in/system/files/pdf/2017_52/3/CM_LII_3_21012017_Punjab_Spl_RS_Mann.pdf
Mittal, S., & Hariharan, V. K. (2016). Crop Diversification by Agro-climatic Zones of India-Trends and Drivers. Indian Journal of Economics and Development, 12(1), 123–132. https://doi.org/10.5958/2322-0430.2016.00014.7
Moniruzzaman, S. (2015). Crop choice as climate change adaptation: Evidence from Bangladesh. Ecological Economics, 118, 90–98. https://doi.org/10.1016/j.ecolecon.2015.07.012
Mundlak, Y. (1978). On the pooling of time series and cross section data Econometrica 69–85 https://doi.org/10.2307/1913646
Narayanamoorthy, A. (2011). Development and composition of irrigation in India: Temporal trends and regional patterns. Irrigation and Drainage, 60(4), 431–445. https://doi.org/10.1002/ird.593
Pal, S. (2017). Agricultural R & D Policy in India. ICAR-National Institute of Agricultural Economics and Policy Research, New Delhi. Retrieved on November 17, 2021, from https://ebrary.ifpri.org/digital/api/collection/p15738coll5/id/5823/download
Parikh, J., & Singh, C. (2007). Extension of MSP: Fiscal and welfare implications. Integrated Action and Research for Development, New Delhi. Retrieved on November 17, 2021, from https://niti.gov.in/planningcommission.gov.in/docs/reports/sereport/ser/ser_msp.pdf
Pingali, P., Mittra, B., & Rahman, A. (2017). The bumpy road from food to nutrition security–Slow evolution of India’s food policy. Global Food Security, 15, 77–84. https://doi.org/10.1016/j.gfs.2017.05.002
Planning Commission. (2005). Report of the Inter-ministry Task Group on Comprehensive Medium-Term Strategy for Food and Nutrition Security. Planning Commission, New Delhi. Retrieved on November 17, 2021, from https://niti.gov.in/planningcommission.gov.in/docs/aboutus/taskforce/inter/inter_nutrn.pdf
Prasanna, V., & Yasunari, T. (2008). Interannual variability of atmospheric water balance over South Peninsular India and Sri Lanka during northeast monsoon season. International Journal of Climatology: A Journal of the Royal Meteorological Society, 28(15), 1997–2009. https://doi.org/10.1002/joc.1683
Prasanna, V. (2014). Impact of monsoon rainfall on the total foodgrain yield over India. Journal of Earth System Science, 123(5), 1129–1145. https://doi.org/10.1007/s12040-014-0444-x.pdf
Ranganathan, T., & Pandey, G. (2018). Who leaves farmland fallow and why? An empirical investigation using nationally representative survey data from India. The European Journal of Development Research, 30(5), 914–933. https://doi.org/10.1057/s41287-018-0139-2
Reckling, M., Hecker, J. M., Bergkvist, G., Watson, C. A., Zander, P., Schläfke, N., Stoddard, F. L., Eory, V., Topp, C. F., Maire, J., & Bachinger, J. (2016). A cropping system assessment framework—evaluating effects of introducing legumes into crop rotations. European Journal of Agronomy, 76, 186–197. https://doi.org/10.1016/j.eja.2015.11.005
Singh, C., Dorward, P., & Osbahr, H. (2016). Developing a holistic approach to the analysis of farmer decision-making: Implications for adaptation policy and practice in developing countries. Land Use Policy, 59, 329–343. https://doi.org/10.1016/j.landusepol.2016.06.041
TCI (Tata–Cornell Institute) (2020). Food, Agriculture, and Nutrition in India 2020: Leveraging Agriculture to Achieve Zero Hunger. Ithaca, NY: TCI.
World Bank (2003). Revitalizing Punjab’s Agriculture. Report no. 37069, September 2003, Washington DC. Retrieved on October 6, 2021, from https://documents1.worldbank.org/curated/en/363871468050066952/pdf/370690IN0Revit1white0cover01PUBLIC1.pdf
Acknowledgements
This article was written as part of the System of Promoting Appropriate National Dynamism for Agriculture and Nutrition (SPANDAN) research initiative. The initiative is supported by a grant from the Bill and Melinda Gates Foundation (Global Development Grant Number OPP1029478). We are grateful for comments from seminar participants at Indira Gandhi Institute of Development Research, Mumbai and participants at the international conference on “Pulses for Sustainable Agriculture and Human Health” held on 31 May-1 June 2016 in New Delhi, India. We thank the Editor in Chief, a Senior Editor, and an Associate Editor of the journal and the anonymous referees for their detailed comments.
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Chandrasekhar, S., Pandey, V.L. & Sahoo, S. Land use and cropping decisions of agricultural households in India. Food Sec. 14, 621–635 (2022). https://doi.org/10.1007/s12571-021-01250-z
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DOI: https://doi.org/10.1007/s12571-021-01250-z