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Understanding constraints on private irrigation adoption decisions under uncertainty in data constrained settings: A novel empirical approach tested on Ecuadorian Cocoa cultivations

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Listed:
  • Gonzalo Villa‐Cox
  • Francesco Cavazza
  • Cristian Jordan
  • Mijail Arias‐Hidalgo
  • Paúl Herrera
  • Ramon Espinel
  • Davide Viaggi
  • Stijn Speelman

Abstract

In rural areas of LatinAmerican Countries, irrigation requirements for perennial crops, like cocoa are expected to increase. This paper develops a novel holistic approach to model private investment decisions in irrigation adoption by small and mid‐sized cocoa farmers that face competing sources of uncertainty. In agricultural studies data collection through surveys often leads to issues of missing information on key measured variables. Our approach deals simultaneously with the issue of endogeneity of considering diverse risk sources and with the missing values in key covariates. The study considers multiple levels of irrigation adoption in a context where traditional and modern irrigation systems might coexist. The main contributions of this paper are both its methodological approach and its empirical application filling a knowledge gap on irrigation adoption.

Suggested Citation

  • Gonzalo Villa‐Cox & Francesco Cavazza & Cristian Jordan & Mijail Arias‐Hidalgo & Paúl Herrera & Ramon Espinel & Davide Viaggi & Stijn Speelman, 2021. "Understanding constraints on private irrigation adoption decisions under uncertainty in data constrained settings: A novel empirical approach tested on Ecuadorian Cocoa cultivations," Agricultural Economics, International Association of Agricultural Economists, vol. 52(6), pages 985-999, November.
  • Handle: RePEc:bla:agecon:v:52:y:2021:i:6:p:985-999
    DOI: 10.1111/agec.12661
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    1. George Frisvold & Charles Sanchez & Noel Gollehon & Sharon B. Megdal & Paul Brown, 2018. "Evaluating Gravity-Flow Irrigation with Lessons from Yuma, Arizona, USA," Sustainability, MDPI, vol. 10(5), pages 1-27, May.
    2. Zhang, Biao & Fu, Zetian & Wang, Jieqiong & Zhang, Lingxian, 2019. "Farmers’ adoption of water-saving irrigation technology alleviates water scarcity in metropolis suburbs: A case study of Beijing, China," Agricultural Water Management, Elsevier, vol. 212(C), pages 349-357.
    3. Sébastien Foudi & Katrin Erdlenbruch, 2012. "The role of irrigation in farmers’ risk management strategies in France," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 39(3), pages 439-457, July.
    4. Simtowe, Franklin & Zeller, Manfred & Phiri, Alexander, 2006. "Determinants of Moral hazard in Microfinance: Empirical Evidence from Joint Liability Lending Schemes in Malawi," 2006 Annual Meeting, August 12-18, 2006, Queensland, Australia 25287, International Association of Agricultural Economists.
    5. Alam, Khorshed, 2015. "Farmers’ adaptation to water scarcity in drought-prone environments: A case study of Rajshahi District, Bangladesh," Agricultural Water Management, Elsevier, vol. 148(C), pages 196-206.
    6. César Salazar & John Rand, 2016. "Production risk and adoption of irrigation technology: evidence from small-scale farmers in Chile," Latin American Economic Review, Springer;Centro de Investigaciòn y Docencia Económica (CIDE), vol. 25(1), pages 1-37, December.
    7. Anne M. Cafer & J. Sanford Rikoon, 2018. "Adoption of new technologies by smallholder farmers: the contributions of extension, research institutes, cooperatives, and access to cash for improving tef production in Ethiopia," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 35(3), pages 685-699, September.
    8. Levidow, Les & Zaccaria, Daniele & Maia, Rodrigo & Vivas, Eduardo & Todorovic, Mladen & Scardigno, Alessandra, 2014. "Improving water-efficient irrigation: Prospects and difficulties of innovative practices," Agricultural Water Management, Elsevier, vol. 146(C), pages 84-94.
    9. Rebecca Taylor & David Zilberman, 2017. "Diffusion of Drip Irrigation: The Case of California," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 39(1), pages 16-40.
    10. Kazushi Takahashi & Rie Muraoka & Keijiro Otsuka, 2020. "Technology adoption, impact, and extension in developing countries’ agriculture: A review of the recent literature," Agricultural Economics, International Association of Agricultural Economists, vol. 51(1), pages 31-45, January.
    11. McDonough, Ian K. & Millimet, Daniel L., 2017. "Missing data, imputation, and endogeneity," Journal of Econometrics, Elsevier, vol. 199(2), pages 141-155.
    12. Gedikoglu, Haluk & Parcell, Joseph L., 2012. "Implications of Missing Data Imputation for Agricultural Household Surveys: An Application to Technology Adoption," 2012 Annual Meeting, August 12-14, 2012, Seattle, Washington 124333, Agricultural and Applied Economics Association.
    13. Jordán, Cristian & Speelman, Stijn, 2020. "On-farm adoption of irrigation technologies in two irrigated valleys in Central Chile: The effect of relative abundance of water resources," Agricultural Water Management, Elsevier, vol. 236(C).
    14. Graveline, Nina & Grémont, Marine, 2021. "The role of perceptions, goals and characteristics of wine growers on irrigation adoption in the context of climate change," Agricultural Water Management, Elsevier, vol. 250(C).
    15. Guevara, C. Angelo, 2015. "Critical assessment of five methods to correct for endogeneity in discrete-choice models," Transportation Research Part A: Policy and Practice, Elsevier, vol. 82(C), pages 240-254.
    16. Hunecke, Claudia & Engler, Alejandra & Jara-Rojas, Roberto & Poortvliet, P. Marijn, 2017. "Understanding the role of social capital in adoption decisions: An application to irrigation technology," Agricultural Systems, Elsevier, vol. 153(C), pages 221-231.
    17. Jianjun Tang & Henk Folmer & Jianhong Xue, 2016. "Adoption of farm-based irrigation water-saving techniques in the Guanzhong Plain, China," Agricultural Economics, International Association of Agricultural Economists, vol. 47(4), pages 445-455, July.
    18. Leiva, Akssell J. & Skees, Jerry R., 2008. "Using Irrigation Insurance to Improve Water Usage of the Rio Mayo Irrigation System in Northwestern Mexico," World Development, Elsevier, vol. 36(12), pages 2663-2678, December.
    19. Useche, Pilar & Blare, Trent, 2013. "Traditional vs. modern production systems: Price and nonmarket considerations of cacao producers in Northern Ecuador," Ecological Economics, Elsevier, vol. 93(C), pages 1-10.
    20. Ta Nhat Linh & Hoang Thanh Long & Le Van Chi & Le Thanh Tam & Philippe Lebailly, 2019. "Access to Rural Credit Markets in Developing Countries, the Case of Vietnam: A Literature Review," Sustainability, MDPI, vol. 11(5), pages 1-18, March.
    21. Maddison, David, 2007. "The perception of and adaptation to climate change in Africa," Policy Research Working Paper Series 4308, The World Bank.
    22. Mariano, Marc Jim & Villano, Renato & Fleming, Euan, 2012. "Factors influencing farmers’ adoption of modern rice technologies and good management practices in the Philippines," Agricultural Systems, Elsevier, vol. 110(C), pages 41-53.
    23. Abdulai, Awudu & Owusu, Victor & Bakang, John-Eudes A., 2011. "Adoption of safer irrigation technologies and cropping patterns: Evidence from Southern Ghana," Ecological Economics, Elsevier, vol. 70(7), pages 1415-1423, May.
    24. Villacis, Alexis & Alwang, Jeffrey & Barrera, Victor, "undated". "Does the Use of Specialty Varieties and Post-Harvest Practices Benefit Farmers? Cocoa Value Chains in Ecuador," 2020 Annual Meeting, February 1-4, 2020, Louisville, Kentucky 302303, Southern Agricultural Economics Association.
    25. Rajagopal, 2014. "Technology Diffusion and Adoption," Palgrave Macmillan Books, in: Architecting Enterprise, chapter 6, pages 148-173, Palgrave Macmillan.
    26. Margarita Genius & Phoebe Koundouri & Céline Nauges & Vangelis Tzouvelekas, 2014. "Information Transmission in Irrigation Technology Adoption and Diffusion: Social Learning, Extension Services, and Spatial Effects," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 96(1), pages 328-344.
    27. Simtowe, Franklin & Zeller, Manfred, 2006. "Determinants of Moral Hazard in Microfinance: Empirical Evidence from Joint Liability Lending Programs in Malawi," MPRA Paper 461, University Library of Munich, Germany.
    28. Priscilla Wainaina & Songporne Tongruksawattana & Matin Qaim, 2016. "Tradeoffs and complementarities in the adoption of improved seeds, fertilizer, and natural resource management technologies in Kenya," Agricultural Economics, International Association of Agricultural Economists, vol. 47(3), pages 351-362, May.
    29. Phoebe Koundouri & Céline Nauges & Vangelis Tzouvelekas, 2006. "Technology Adoption under Production Uncertainty: Theory and Application to Irrigation Technology," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(3), pages 657-670.
    30. Zhong, Hua & Hu, Wuyang & Penn, Jerrod M., 2018. "Application of Multiple Imputation in Dealing with Missing Data in Agricultural Surveys: The Case of BMP Adoption," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 43(1), January.
    31. Huang, Qiuqiong & Xu, Ying & Kovacs, Kent & West, Grant, 2017. "Analysis Of Factors That Influence The Use Of Irrigation Technologies And Water Management Practices In Arkansas," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 49(2), pages 159-185, May.
    32. Bradford L. Barham & Jean-Paul Chavas & Dylan Fitz & Vanessa Ríos-Salas & Laura Schechter, 2015. "Risk, learning, and technology adoption," Agricultural Economics, International Association of Agricultural Economists, vol. 46(1), pages 11-24, January.
    33. Gonzalo Villa-Cox & Paul Herrera & Ramón Villa-Cox & Elvia Merino-Gaibor, 2017. "Small and Mid-Sized Farmer Irrigation Adoption in the Context of Public Provision of Hydric Infrastructure in Latin America and Caribbean," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 31(14), pages 4617-4631, November.
    34. Sunil Sapra, 2005. ""A regression error specification test (RESET) for generalized linear models"," Economics Bulletin, AccessEcon, vol. 3(1), pages 1-6.
    35. Jinxia Wang & Henning Bjornlund & K. K. Klein & Lijuan Zhang & Wencui Zhang, 2016. "Factors that Influence the Rate and Intensity of Adoption of Improved Irrigation Technologies in Alberta, Canada," Water Economics and Policy (WEP), World Scientific Publishing Co. Pte. Ltd., vol. 2(03), pages 1-32, September.
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