IDEAS home Printed from https://ideas.repec.org/a/bla/ajarec/v66y2022i3p690-712.html
   My bibliography  Save this article

Spatial diffusion of efficient irrigation systems: a study of São Paulo, Brazil

Author

Listed:
  • Daniel Morales Martínez
  • Alexandre Gori Maia
  • Junior Ruiz Garcia

Abstract

Finding ways to stimulate the diffusion of water‐saving irrigation systems is essential to mitigate the negative impacts of climate change on water supply. We analyse the spatial diffusion of more efficient irrigation strategies in São Paulo, Brazil, comparing the two most common irrigation technologies: conventional sprinkler irrigation and the localised irrigation. We use longitudinal municipal‐level information for 2006 and 2017 and test different spatial panel models' specifications, representing different hypotheses about technological transfer channels. Our results highlight how the diffusion of water‐saving irrigation systems (localised irrigation) in one municipality is strongly influenced by the diffusion in neighbouring municipalities. Membership in cooperatives or farmers' associations plays a significant role in this technological transfer. On the other hand, the diffusion of less efficient systems (sprinkler irrigation) depends fundamentally on the local availability of water and unobservable factors in the neighbourhood. The discussion highlights how easing knowledge transmission may contribute to the diffusion of more sustainable agriculture practices.

Suggested Citation

  • Daniel Morales Martínez & Alexandre Gori Maia & Junior Ruiz Garcia, 2022. "Spatial diffusion of efficient irrigation systems: a study of São Paulo, Brazil," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 66(3), pages 690-712, July.
    • Handle: RePEc:bla:ajarec:v:66:y:2022:i:3:p:690-712
    DOI: 10.1111/1467-8489.12483
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/1467-8489.12483
    Download Restriction: no
    File URL: https://libkey.io/10.1111/1467-8489.12483?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Stephen Gibbons & Henry G. Overman, 2012. "Mostly Pointless Spatial Econometrics?," Journal of Regional Science, Wiley Blackwell, vol. 52(2), pages 172-191, May.
    2. Waldman, Kurt B. & Richardson, Robert B., 2018. "Confronting Tradeoffs Between Agricultural Ecosystem Services and Adaptation to Climate Change in Mali," Ecological Economics, Elsevier, vol. 150(C), pages 184-193.
    3. Bramoullé, Yann & Djebbari, Habiba & Fortin, Bernard, 2009. "Identification of peer effects through social networks," Journal of Econometrics, Elsevier, vol. 150(1), pages 41-55, May.
    4. Wollni, Meike & Andersson, Camilla, 2014. "Spatial patterns of organic agriculture adoption: Evidence from Honduras," Ecological Economics, Elsevier, vol. 97(C), pages 120-128.
    5. Yang, Huan & Klerkx, Laurens & Leeuwis, Cees, 2014. "Functions and limitations of farmer cooperatives as innovation intermediaries: Findings from China," Agricultural Systems, Elsevier, vol. 127(C), pages 115-125.
    6. Hovardas, Tasos, 2016. "Two paradoxes with one stone: A critical reading of ecological modernization," Ecological Economics, Elsevier, vol. 130(C), pages 1-7.
    7. Bernard Fingleton, 2008. "A Generalized Method of Moments Estimator for a Spatial Panel Model with an Endogenous Spatial Lag and Spatial Moving Average Errors," Spatial Economic Analysis, Taylor & Francis Journals, vol. 3(1), pages 27-44.
    8. Stern,Nicholas, 2007. "The Economics of Climate Change," Cambridge Books, Cambridge University Press, number 9780521700801.
    9. Paul Goldsmith-Pinkham & Guido W. Imbens, 2013. "Social Networks and the Identification of Peer Effects," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 31(3), pages 253-264, July.
    10. Jeff Connor & Kurt Schwabe & Darran King & David Kaczan & Mac Kirby, 2009. "Impacts of climate change on lower Murray irrigation ," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 53(3), pages 437-456, July.
    11. Salazar, Cesar & Jaime, Marcela & Pinto, Cristian & Acuna, Andres, 2019. "Interaction between crop insurance and technology adoption decisions: The case of wheat farmers in Chile," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 63(3), July.
    12. Iglesias, Ana & Garrote, Luis, 2015. "Adaptation strategies for agricultural water management under climate change in Europe," Agricultural Water Management, Elsevier, vol. 155(C), pages 113-124.
    13. Yannis M. Ioannides & Giorgio Topa, 2010. "Neighborhood Effects: Accomplishments And Looking Beyond Them," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 343-362, February.
    14. Chokri Dridi & Madhu Khanna, 2005. "Irrigation Technology Adoption and Gains from Water Trading under Asymmetric Information," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(2), pages 289-301.
    15. Salvatore Di Falco & Marcella Veronesi & Mahmud Yesuf, 2011. "Does Adaptation to Climate Change Provide Food Security? A Micro-Perspective from Ethiopia," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 93(3), pages 825-842.
    16. Libecap, Gary D., 2009. "The tragedy of the commons: property rights and markets as solutions to resource and environmental problems," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 53(1), pages 1-16.
    17. Tsusaka, Takuji W. & Kajisa, Kei & Pede, Valerien O. & Aoyagi, Keitaro, 2015. "Neighborhood effects and social behavior: The case of irrigated and rainfed farmers in Bohol, the Philippines," Journal of Economic Behavior & Organization, Elsevier, vol. 118(C), pages 227-246.
    18. Pramila Krishnan & Manasa Patnam, 2014. "Neighbors and Extension Agents in Ethiopia: Who Matters More for Technology Adoption?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 96(1), pages 308-327.
    19. Olivier Deschênes & Michael Greenstone, 2007. "The Economic Impacts of Climate Change: Evidence from Agricultural Output and Random Fluctuations in Weather," American Economic Review, American Economic Association, vol. 97(1), pages 354-385, March.
    20. Corinne Autant‐Bernard & James P. LeSage, 2011. "Quantifying Knowledge Spillovers Using Spatial Econometric Models," Journal of Regional Science, Wiley Blackwell, vol. 51(3), pages 471-496, August.
    21. Ayu Pratiwi & Aya Suzuki, 2017. "Effects of farmers’ social networks on knowledge acquisition: lessons from agricultural training in rural Indonesia," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 6(1), pages 1-23, December.
    22. Dong, Shide & Wan, Shuqin & Kang, Yaohu & Li, Xiaobin, 2020. "Prospects of using drip irrigation for ecological conservation and reclaiming highly saline soils at the edge of Yinchuan Plain," Agricultural Water Management, Elsevier, vol. 239(C).
    23. Macarena Dagnino & Frank Ward, 2012. "Economics of Agricultural Water Conservation: Empirical Analysis and Policy Implications," International Journal of Water Resources Development, Taylor & Francis Journals, vol. 28(4), pages 577-600.
    24. Peter Richards, 2018. "It’s not just where you farm; it’s whether your neighbor does too. How agglomeration economies are shaping new agricultural landscapes," Journal of Economic Geography, Oxford University Press, vol. 18(1), pages 87-110.
    25. Angrist, Joshua D., 2014. "The perils of peer effects," Labour Economics, Elsevier, vol. 30(C), pages 98-108.
    26. Geroski, P. A., 2000. "Models of technology diffusion," Research Policy, Elsevier, vol. 29(4-5), pages 603-625, April.
    27. Patrick S. Ward & Valerien O. Pede, 2015. "Capturing social network effects in technology adoption: the spatial diffusion of hybrid rice in Bangladesh," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 59(2), pages 225-241, April.
    28. Charles F. Manski, 1993. "Identification of Endogenous Social Effects: The Reflection Problem," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(3), pages 531-542.
    29. 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.
    30. Miyata, Sachiko & Fujii, Tomoki, 2007. "Examining the socioeconomic impacts of irrigation in the Southeast Anatolia Region of Turkey," Agricultural Water Management, Elsevier, vol. 88(1-3), pages 247-252, March.
    31. Gary D. Libecap, 2009. "The tragedy of the commons: property rights and markets as solutions to resource and environmental problems," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 53(1), pages 129-144, January.
    32. 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.
    33. Graeme J. Doole & Geoff Kaine & Zack Dorner, 2019. "The optimal diffusion of mitigation options for environmental management," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 63(2), pages 354-382, April.
    34. Lung-Fei Lee, 2004. "Asymptotic Distributions of Quasi-Maximum Likelihood Estimators for Spatial Autoregressive Models," Econometrica, Econometric Society, vol. 72(6), pages 1899-1925, November.
    35. Annemie Maertens & Christopher B. Barrett, 2013. "Measuring Social Networks' Effects on Agricultural Technology Adoption," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 95(2), pages 353-359.
    36. 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.
    37. Wang, Jinxia & Mendelsohn, Robert & Dinar, Ariel & Huang, Jikun & Rozelle, Scott & Zhang, Lijuan, 2008. "Can China continue feeding itself ? the impact of climate change on agriculture," Policy Research Working Paper Series 4470, The World Bank.
    38. Xiaojing Ni & Prem B. Parajuli & Ying Ouyang, 2020. "Assessing Agriculture Conservation Practice Impacts on Groundwater Levels at Watershed Scale," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 34(4), pages 1553-1566, March.
    39. Alain de JANVRY & Elisabeth SADOULET & Manzoor DAR & Kyle EMERICK, 2016. "The Agricultural Technology Adoption Puzzle: What Can We Learn From Field Experiments?," Working Papers P178, FERDI.
    40. Maia, Alexandre Gori & Miyamoto, Bruno César Brito & Garcia, Junior Ruiz, 2018. "Climate Change and Agriculture: Do Environmental Preservation and Ecosystem Services Matter?," Ecological Economics, Elsevier, vol. 152(C), pages 27-39.
    41. Seo, S. Niggol, 2011. "An analysis of public adaptation to climate change using agricultural water schemes in South America," Ecological Economics, Elsevier, vol. 70(4), pages 825-834, February.
    42. Corinne Autant-Bernard & James Lesage, 2011. "Quantifying knowledge spillovers using spatial econometric tools," Post-Print halshs-00617709, HAL.
    43. A. Hoekstra & A. Chapagain, 2007. "Water footprints of nations: Water use by people as a function of their consumption pattern," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 21(1), pages 35-48, January.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Yanbing Wang & Niklas Möhring & Robert Finger, 2023. "When my neighbors matter: Spillover effects in the adoption of large‐scale pesticide‐free wheat production," Agricultural Economics, International Association of Agricultural Economists, vol. 54(2), pages 256-273, March.
    2. Tsusaka, Takuji W. & Kajisa, Kei & Pede, Valerien O. & Aoyagi, Keitaro, 2015. "Neighborhood effects and social behavior: The case of irrigated and rainfed farmers in Bohol, the Philippines," Journal of Economic Behavior & Organization, Elsevier, vol. 118(C), pages 227-246.
    3. Wondmagegn Tirkaso & Atakelty Hailu, 2022. "Does neighborhood matter? Spatial proximity and farmers’ technical efficiency," Agricultural Economics, International Association of Agricultural Economists, vol. 53(3), pages 374-386, May.
    4. Doris Läpple & Garth Holloway & Donald J Lacombe & Cathal O’Donoghue, 2017. "Sustainable technology adoption: a spatial analysis of the Irish Dairy Sector," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 44(5), pages 810-835.
    5. Guy Tchuente, 2019. "Weak Identification and Estimation of Social Interaction Models," Papers 1902.06143, arXiv.org.
    6. Gibbons, Steve & Overman, Henry G. & Patacchini, Eleonora, 2015. "Spatial Methods," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 115-168, Elsevier.
    7. Tessema, Yohannis Mulu & Asafu-Adjaye, John & Kassie, Menale & Mallawaarachchi, Thilak, 2016. "Do neighbours matter in technology adoption? The case of conservation tillage in northwest Ethiopia," African Journal of Agricultural and Resource Economics, African Association of Agricultural Economists, vol. 11(3).
    8. Diemer, Andreas, 2022. "Endogenous peer effects in diverse friendship networks: Evidence from Swedish classrooms," Economics of Education Review, Elsevier, vol. 89(C).
    9. Vincent Boucher & Finagnon A. Dedewanou & Arnaud Dufays, 2018. "Peer-Induced Beliefs Regarding College Participation," Cahiers de recherche 1817, Centre de recherche sur les risques, les enjeux économiques, et les politiques publiques.
    10. Ke Liu & Zhenhong Qi & Li Tan & Canwei Hu, 2023. "How Neighbors Influence Rice–Crayfish Integrated System Adoption: Evidence from 980 Farmers in the Lower and Middle Reaches of the Yangtze River," IJERPH, MDPI, vol. 20(5), pages 1-13, March.
    11. Jes?s Mur, 2013. "Causality, Uncertainty and Identification: Three Issues on the Spatial Econometrics Agenda," SCIENZE REGIONALI, FrancoAngeli Editore, vol. 2013(1), pages 5-27.
    12. Esteves, Rui & Geisler Mesevage, Gabriel, 2019. "Social Networks in Economic History: Opportunities and Challenges," Explorations in Economic History, Elsevier, vol. 74(C).
    13. Yann Bramoullé & Habiba Djebbari & Bernard Fortin, 2020. "Peer Effects in Networks: A Survey," Annual Review of Economics, Annual Reviews, vol. 12(1), pages 603-629, August.
    14. Gabriel S. Sampson & Edward D. Perry, 2019. "Peer effects in the diffusion of water‐saving agricultural technologies," Agricultural Economics, International Association of Agricultural Economists, vol. 50(6), pages 693-706, November.
    15. Martey, Edward & Etwire, Prince M. & Mockshell, Jonathan & Armah, Ralph & Akorsikumah, Eli, 2023. "Ecological shocks and children’s school attendance and farm work in Ghana," World Development Perspectives, Elsevier, vol. 31(C).
    16. Anastasia Girshina & Thomas Y. Mathä & Michael Ziegelmeyer, 2019. "Peer effects in stock market participation: Evidence from immigration," BCL working papers 137, Central Bank of Luxembourg.
    17. Chih‐Sheng Hsieh & Hans van Kippersluis, 2018. "Smoking initiation: Peers and personality," Quantitative Economics, Econometric Society, vol. 9(2), pages 825-863, July.
    18. Kuersteiner, Guido M. & Prucha, Ingmar R. & Zeng, Ying, 2023. "Efficient peer effects estimators with group effects," Journal of Econometrics, Elsevier, vol. 235(2), pages 2155-2194.
    19. Abdul Nafeo Abdulai & Awal Abdul-Rahaman & Gazali Issahaku, 2021. "Adoption and diffusion of conservation agriculture technology in Zambia: the role of social and institutional networks," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 23(4), pages 761-780, October.
    20. Patacchini, Eleonora & Rainone, Edoardo & Zenou, Yves, 2017. "Heterogeneous peer effects in education," Journal of Economic Behavior & Organization, Elsevier, vol. 134(C), pages 190-227.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:bla:ajarec:v:66:y:2022:i:3:p:690-712. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Wiley Content Delivery (email available below). General contact details of provider: https://edirc.repec.org/data/aaresea.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.