Production technology adoption and electronic market participation intensity of chilli (dry) farmers in India: Application of triple-hurdle model

References

• Abu, B. M., Issahaku, H., & Nkegbe, P. K. (2016). Farm gate versus market centre sales: A multi-crop approach, Agric. Food Econ, 4(21), 1–22. https://doi.org/10.1186/s40100-016-0065-6
   Google Scholar
• Aggarwal, N., Jain, S., & Narayanan, S. (2017). The Long Road to Transformation of Agricultural Markets in India Lessons from Karnataka. Economic & Political Weekly, 52(41), 47–55.
   PubMedGoogle Scholar
• Agricultural Statistics at a Glance. (2019) . Ministry of Agriculture and Farmers Welfare, Department of Agriculture, Cooperation & Farmers Welfare. Government of India.
   Google Scholar
• Akrong, R., An economic assessment of the factors that influence smallholder farmer participation in export markets as a case of high value mango markets in Southern Ghana, Unpublished thesis submitted in partial fulfillment of the requirements for the award of the degree of Master of Science in Agricultural and Applied Economics, University of Nairobi, June. 2020
   Google Scholar
• Akter, S., Chindarkar, N., Erskine, W., Spyckerelle, L., Imron, J., & Viana Branco, L. (2021). Increasing smallholder farmers’ market participation through technology adoption in rural Timor‐Leste. Asia & the Pacific Policy Studies, 8(2), 1–19. https://doi.org/10.1002/app5.329
   Web of Science ®Google Scholar
• Alene, A. D., Manyong, V. M., Omanya, G., Mignouna, H. D., Bokanga, M., & Odhiambo, G. (2008). Smallholder market participation under transactions costs: Maize supply and fertilizer demand in Kenya. Food Policy, 33(4), 318–328. https://doi.org/10.1016/j.foodpol.2007.12.001
   Web of Science ®Google Scholar
• Amarender, R. A., Mehjabeen, & M. (2019). Electronic National Agricultural Markets, Impacts, Problems and Way Forward, IIM Kozhikode Society &. Management Review, 8(2), 143–155. https://doi.org/10.1177/2277975218807277
   Google Scholar
• Anderson, B., 2007. Selection models and weak instruments. https://info.umkc.edu/drbanderson/2017/06/,2007.
   Google Scholar
• Angrist, J. (2001). Estimation of limited dependent variable models with dummy endogenous regressors: Simple strategies for empirical practice. Journal of Business & Economic Statistics, 19(1), 2–16. https://doi.org/10.1198/07350010152472571
   Web of Science ®Google Scholar
• Annemie, M., & Christopher, B. (2013). Measuring Social Networks’ Effects on Agricultural Technology Adoption. American Journal of Agricultural Economics, 95(2), 353–359.
   Web of Science ®Google Scholar
• Anyisile Kibona, C., & Yuejie, Z. (2021). Factors that influence market participation among traditional beef cattle farmers in the Meatu District of Simiyu Region (Vol. 16, No. 4, pp. e0248576). https://doi.org/10.1371/journal.pone.0248576
   Google Scholar
• Bardhana, D., Sharmab, M. L., & Saxenac, R. (2012). Market participation behavior of smallholder dairy farmers in Uttarakhand. Agricultural Economics Research Review, 25(2), 243–254.
   Google Scholar
• Barrett, C. B. (2008). Smallholder market participation: Concepts and evidence from eastern and southern Africa. Food Policy, 33(4), 299–317. https://doi.org/10.1016/j.foodpol.2007.10.005
   Web of Science ®Google Scholar
• Barrett, C. B., E, B. M., F, B. M., C, M. H., F, N. S. W. T., & Walker, T. F. (2012). Smallholder Participation in Contract Farming: Comparative Evidence from Five Countries. World Development, 40(4), 715–730. https://doi.org/10.1016/j.worlddev.2011.09.006
   Web of Science ®Google Scholar
• Bellemare, M. F., & Barrett, C. B. (2006). An ordered Tobit model of market participation: Evidence from Kenya and Ethiopia. American Journal of Agricultural Economics, 88(2), 324–337. https://doi.org/10.1111/j.1467-8276.2006.00861.x
   Web of Science ®Google Scholar
• Benfica, R., Boughton, D., Uaiene, R., & Mouzinho, B. (2017). Food crop marketing and agricultural productivity in a high price environment: Evidence and implications for Mozambique. Food Security, 9(6), 1405–1418. https://doi.org/10.1007/s12571-017-0731-x
   Web of Science ®Google Scholar
• Bezabih, E., Mengistu, K., Jeffreyson, K. M., & Jemal, Y. (2015). Factors affecting market outlet choice of potato producers in Eastern Hararghe Zone, Ethiopia. Journal of Economics and Sustainable Development, 6(15), 159–172.
   Google Scholar
• Bezu, S., Kassie, G. T., Shiferaw, B., & Ricker‐gilbert, J. (2014). Impact of improved maize adoption on welfare of farm households in Malawi: A panel data analysis. World Development, 59, 120–131. https://doi.org/10.1016/j.worlddev.2014.01.023
   Web of Science ®Google Scholar
• Burke, W. J., Myers, R. J., & Jayne, T. S. (2015). A triple-hurdle model of production and market participation in Kenya’s dairy market. American Journal of Agricultural Economics, 97(4), 1227–1246. https://doi.org/10.1093/ajae/aav009
   Web of Science ®Google Scholar
• Bushway, S., Johnson, B. D., & Slocum, L. A. (2007). Is the magic still there? The use of theHeckman two-step correction for selection bias in criminology. Journal of Quantitative Criminology, 23(2), 151–178. https://doi.org/10.1007/s10940-007-9024-4
   Web of Science ®Google Scholar
• De Luca, G., & Perotti, V. (2011). Estimation of Ordered Response Models with Sample Selection. The Stata Journal, 11(2), 213–239. https://doi.org/10.1177/1536867X1101100204
   Web of Science ®Google Scholar
• Enete, A. A., & Igbokwe, E. M. (2009). Cassava market participation decisions on producing households in Africa. Tropicultura, 27(3), 129–136.
   Google Scholar
• Financial Express Bureau. (2019). ITC to develop value chain for chilli growers in Andhra Pradesh. October, 19, 2019.
   Google Scholar
• Gebremedhin, B., Shiferaw, K., Gizaw, S., Tegegne, A., & Hoekstra, D. (2017). A triple hurdle model of small ruminant production and marketing in the highlands of Ethiopia: Implications for commercial transformation. African Journal of Agricultural and Resource Economics Volume, 12(3), 257–270.
   Google Scholar
• Greene, W. H. (2003). Econometric Analysis (5th ed.). Prentice Hall.
   Google Scholar
• JM, W. (2020). Introductory Econometrics: A Modern Approach (7th ed.). Cengage.
   Google Scholar
• Key, N., Sadoulet, E., & Janvry, A. D. (2000). Transactions costs and agricultural household supply response. American Journal of Agricultural Economics, 82(2), 245–259. https://doi.org/10.1111/0002-9092.00022
   Web of Science ®Google Scholar
• Kondo, E., Bruce Sarpong, D., & Egyir, I. S. (2019). Production and market participation decisions of smallholder cowpea producers in the Northern Region of Ghana: A triple hurdle model approach. Proceedings of the 6th African Conference of Agricultural Economists, Abuja, Nigeria https://doi.org/10.22004/ag.econ.295654.
   Google Scholar
• Lakshmi, S.B.R. (2014). Spatial and temporal behaviour of arrivals and prices of Chillies in India. Unpublished Ph.D. Thesis, ANGRAU,
   Google Scholar
• Leung, S. F., & Yu, S. (1996). On the choice between sample selection and two-part models. Journal of Econometrics, 72(1), 197–229. https://doi.org/10.1016/0304-4076(94)01720-4
   Web of Science ®Google Scholar
• Michler, J. D., Tjernstr¨om, E., Verkaart, S., & Mausch, K. (2019). Money matters: The role of yields and profits in agricultural technology adoption. American Journal of Agricultural Economics, 101(3), 710–731.
   Web of Science ®Google Scholar
• Moser Christine, M., & Christopher, B. B. (2006). The complex dynamics of smallholder technology adoption: The case of SRI in Madagascar. Agricultural Economics, 35(3). https://doi.org/10.1111/j.1574-0862.2006.00169.x
   Web of Science ®Google Scholar
• Musara, J. P., Musemwa, L., Mutenje, M., Mushunje, A., & Pfukwa, C. (2018). Market participation and marketing channel preferences by small scale sorghum farmers in semi- arid Zimbabwe. Agrekon, 57(1), 64–77. https://doi.org/10.1080/03031853.2018.1454334
   Web of Science ®Google Scholar
• Nyein Kyaw, N., Ahn, S., & Lee, S. (2018). Soojung Ahn and Sang Hyeon Lee, Analysis of the Factors Influencing Market Participation among Smallholder Rice Farmers in Magway Region, Central Dry Zone of Myanmar. Sustainability, 10(12), 4441. https://doi.org/10.3390/su10124441
   Web of Science ®Google Scholar
• Ochieng, J., Knerr, B., George, O., & Emily, O. (2019). Food crops commercialization and household livelihoods: Evidence from rural regions in Central Africa. Agribusiness: An International Journal, 36(2), 318–338. https://doi.org/10.1002/agr.21619
   Web of Science ®Google Scholar
• Ogutu, S. O., & Qaim, M. (2019). Commercialization of the small farm sector and multidimensional poverty. World Development, 114, 281–293. https://doi.org/10.1016/j.worlddev.2018.10.012
   Web of Science ®Google Scholar
• Okoye, B. C., Abass, A., Bachwenkizi, B., Asumugha, G., Alenkhe, B., Ranaivoson, R., Randrianarivelo, R., Rabemanantsoa, N., & Ralimanana, I. (2016). Effect of transaction costs on market participation among smallholder cassava farmers in Central Madagascar. Cogent Economics & Finance, 4(1), 1–20. https://doi.org/10.1080/23322039.2016.1143597
   Google Scholar
• Okoye, B. C., Onyenweaku, C. E., & Ukoha, O. O. (2010). An Ordered Probit Model Analysis of Transaction Costs and Market Participation by Small-Holder Cassava Farmers in South-Eastern Nigeria. Nigerian Agricultural Journal, 41(2), 1–9.
   Google Scholar
• Paul, M., Jr., Tabe-Ojong, K. M., Woldeyohanes, T. B., & Heckelei, T. (2022). Three hurdles towards commercialisation: Integrating subsistence chickpea producers in the market economy. European Review of Agricultural Economics, 49(3), 668–695. https://doi.org/10.1093/erae/jbab023
   Web of Science ®Google Scholar
• Poole, N. (2017). Smallholder Agriculture and Market Participation, Practical Action Publishing. 978-92-5-109939-1. https://doi.org/10.3362/9781780449401
   Google Scholar
• Reddy, A. A. (2016). Impact of e-Markets in Karnataka. India, Indian Journal of Agricultural Marketing, 30(2), 31–44.
   Google Scholar
• Reindl, M., Gupta, P., Subramanian, S., Kaur, R., & Rani, D. (2019, May). Towards Doubling Cotton Farmer Incomes in Maharashtra. IDH and Techno Serve, 1–66. https://doi.org/10.13140/RG.2.2.11965.10724/1
   Google Scholar
• Sartori, A. E. (2003). An estimator for some binary-outcome selection models without exclusion restrictions. Political Analysis, 11(2), 111–138. https://doi.org/10.1093/pan/mpg001
   Web of Science ®Google Scholar
• Shaker, B., Madhu, R., Kumar, D. J. H., Chaitanya, D. V., Ranjitha, P. S., Kumar, D. K. R., Jagan, D. P., & Rao, M. (2019). Constraints faced by chilli farmers in production and marketing of dry chilli in Khammam district of Telangana state. Journal of Pharmacognosy and Phytochemistry, 8(5), 2143–2145.
   Google Scholar
• Shiferaw, B., Kassie, M., Jaleta, M., & Yirga, C. (2014). Adoption of improved wheat varieties and impacts on household food security in Ethiopia. Food Policy, 44, 272–284. https://doi.org/10.1016/j.foodpol.2013.09.012
   Web of Science ®Google Scholar
• Singbo, A., Badolo, F., Lokossou, J., Affognon, H., Jourdain, L., & Hippolyte, A. (2021). Market participation and technology adoption: An application of a triple-hurdle model approach to improved sorghum varieties in Mali. Scientific African, 13, e00859. https://doi.org/10.1016/j.sciaf.2021.e00859
   Google Scholar
• Siziba, S., Kefasi, N., Diagne, A., Fatunbi, A. O., & Adekunle, A. A. (2011). Determinants of cereal market participation by Sub-Saharan Africa smallholder farmers. Journal of Agriculture and Environmental Sciences Studies, 2(1), 180–193.
   Google Scholar
• Tarekegn, K., Haji, J., & Tegegne, B. (2017). Determinants of honey producer market outlet choice in Chena District, southern Ethiopia: A multivariate probit regression analysis. Agricultural and Food Economics, 5(1), 20. https://doi.org/10.1186/s40100-017-0090-0
   Google Scholar
• Verkaart, S., Mausch, K., Claessens, L., & Giller, K. (2019). A recipe for success? Learning from the rapid adoption of improved chickpea varieties in Ethiopia. International Journal of Agricultural Sustainability, 17(1), 34–48. https://doi.org/10.1080/14735903.2018.1559007
   PubMed Web of Science ®Google Scholar
• W J, B. (2019). Evidence against imposing restrictions on hurdle models as a test for simultaneous versus sequential decision making. American Journal of Agricultural Economics, 101(5), 1473–1481. https://doi.org/10.1093/ajae/aaz026
   Web of Science ®Google Scholar
• Y N, C. (2018). Triple hurdle model with zero expenditures. Quarterly Journal of Econometrics Research, 4(1), 1–9. https://doi.org/10.18488/journal.88.2018.41.1.9
   Google Scholar