IDEAS home Printed from https://ideas.repec.org/a/eee/ecolec/v209y2023ics0921800923000988.html
   My bibliography  Save this article

Global and Local Spatial Spill-Overs: What Matters Most for the Diffusion of Organic Agriculture in Australia?

Author

Listed:
  • Mannaf, Maksuda
  • Wheeler, Sarah Ann
  • Zuo, Alec

Abstract

Australia has the largest area of certified organic agricultural land in the world, yet to date there has been no studies conducted on its diffusion. This study used local area census data from 2010/11 and 2015/16 across Australia with a SLX Tobit model to investigate what drove a three-fold increase in organic land area during this time-period. Overall, stronger evidence was found for local spatial spill-overs than global spill-overs, which is perhaps reflective of the difference between Australian and European agriculture. The results also found that community area attributes (e.g., larger farms with low stocking rates, higher irrigation, higher grazing and horticultural land, increased labour supply); environmental factors (located in drought affected areas, increased vegetation, good quality soil and high altitude); and socio-economic characteristics (rural areas characterised by low human population density, higher community income and proximity to urban centres) significantly increased the intensity of the diffusion process.

Suggested Citation

  • Mannaf, Maksuda & Wheeler, Sarah Ann & Zuo, Alec, 2023. "Global and Local Spatial Spill-Overs: What Matters Most for the Diffusion of Organic Agriculture in Australia?," Ecological Economics, Elsevier, vol. 209(C).
    • Handle: RePEc:eee:ecolec:v:209:y:2023:i:c:s0921800923000988
    DOI: 10.1016/j.ecolecon.2023.107835
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0921800923000988
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.ecolecon.2023.107835?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. David R. Lee, 2005. "Agricultural Sustainability and Technology Adoption: Issues and Policies for Developing Countries," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(5), pages 1325-1334.
    2. Parker, Dawn C. & Munroe, Darla K., 2007. "The geography of market failure: Edge-effect externalities and the location and production patterns of organic farming," Ecological Economics, Elsevier, vol. 60(4), pages 821-833, February.
    3. Stephen Gibbons & Henry G. Overman, 2012. "Mostly Pointless Spatial Econometrics?," Journal of Regional Science, Wiley Blackwell, vol. 52(2), pages 172-191, 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. Brian Ilbery & James Kirwan & Damian Maye, 2016. "Explaining Regional and Local Differences in Organic Farming in England and Wales: A Comparison of South West Wales and South East England," Regional Studies, Taylor & Francis Journals, vol. 50(1), pages 110-123, January.
    6. Wheeler, Sarah Ann & Zuo, Alec & Loch, Adam, 2015. "Watering the farm: Comparing organic and conventional irrigation water use in the Murray–Darling Basin, Australia," Ecological Economics, Elsevier, vol. 112(C), pages 78-85.
    7. Doris Läpple & Hugh Kelley, 2015. "Spatial dependence in the adoption of organic drystock farming in Ireland," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 42(2), pages 315-337.
    8. Andrew D. Foster & Mark R. Rosenzweig, 2010. "Microeconomics of Technology Adoption," Annual Review of Economics, Annual Reviews, vol. 2(1), pages 395-424, September.
    9. Marasteanu, I. Julia & Jaenicke, Edward C., 2016. "Hot Spots and Spatial Autocorrelation in Certified Organic Operations in the United States," Agricultural and Resource Economics Review, Cambridge University Press, vol. 45(3), pages 485-521, December.
    10. Matthias Koesling & Ola Flaten & Gudbrand Lien, 2008. "Factors influencing the conversion to organic farming in Norway," International Journal of Agricultural Resources, Governance and Ecology, Inderscience Enterprises Ltd, vol. 7(1/2), pages 78-95.
    11. Hugo Storm & Klaus Mittenzwei & Thomas Heckelei, 2015. "Direct Payments, Spatial Competition, and Farm Survival in Norway," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 97(4), pages 1192-1205.
    12. Wood, Richard & Lenzen, Manfred & Dey, Christopher & Lundie, Sven, 2006. "A comparative study of some environmental impacts of conventional and organic farming in Australia," Agricultural Systems, Elsevier, vol. 89(2-3), pages 324-348, September.
    13. James P. LeSage, 2014. "What Regional Scientists Need to Know about Spatial Econometrics," The Review of Regional Studies, Southern Regional Science Association, vol. 44(1), pages 13-32, Spring.
    14. David J. Lewis & Bradford L. Barham & Brian Robinson, 2011. "Are There Spatial Spillovers in the Adoption of Clean Technology? The Case of Organic Dairy Farming," Land Economics, University of Wisconsin Press, vol. 87(2), pages 250-267.
    15. Lohr, Luanne & Salomonsson, Lennart, 2000. "Conversion subsidies for organic production: results from Sweden and lessons for the United States," Agricultural Economics, Blackwell, vol. 22(2), pages 133-146, March.
    16. 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.
    17. Genius, Margarita & Pantzios, Christos J. & Tzouvelekas, Vangelis, 2006. "Information Acquisition and Adoption of Organic Farming Practices," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 31(1), pages 1-21, April.
    18. Lohr, Luanne & Park, Timothy A., 2009. "Labor Pains: Valuing Seasonal versus Year-Round Labor on Organic Farms," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 34(2), pages 1-16, August.
    19. Marasteanu, Ioana (Julia) I. & Jaenicke, Edward C., 2015. "The role of US organic certifiers in organic hotspot formation," 2015 AAEA & WAEA Joint Annual Meeting, July 26-28, San Francisco, California 205528, Agricultural and Applied Economics Association.
    20. Ellen Goddard & Alfons Weersink & Kevin Chen & Calum G. Turvey, 1993. "Economics of Structural Change in Agriculture," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 41(4), pages 475-489, December.
    21. Gilles G. Allaire & Thomas Poméon & Élise Maigné & Eric E. Cahuzac & Michel Simioni & Yann Desjeux, 2015. "Territorial analysis of the diffusion of organic farming in France : Between heterogeneity and spatial dependence," Post-Print hal-02637012, HAL.
    22. Eva Schmidtner & Christian Lippert & Barbara Engler & Anna Maria Häring & Jaochim Aurbacher & Stephan Dabbert, 2012. "Spatial distribution of organic farming in Germany: does neighbourhood matter?," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 39(4), pages 661-683, September.
    23. Case, Anne, 1992. "Neighborhood influence and technological change," Regional Science and Urban Economics, Elsevier, vol. 22(3), pages 491-508, September.
    24. Schmidtner, Eva & Lippert, Christian & Dabbert, Stephan, 2015. "Does Spatial Dependence Depend on Spatial Resolution? – An Empirical Analysis of Organic Farming in Southern Germany," German Journal of Agricultural Economics, Humboldt-Universitaet zu Berlin, Department for Agricultural Economics, vol. 64(03), September.
    25. Eva-Marie Meemken & Matin Qaim, 2018. "Organic Agriculture, Food Security, and the Environment," Annual Review of Resource Economics, Annual Reviews, vol. 10(1), pages 39-63, October.
    26. Michael Burton & Dan Rigby & Trevor Young, 1999. "Analysis of the Determinants of Adoption of Organic Horticultural Techniques in the UK," Journal of Agricultural Economics, Wiley Blackwell, vol. 50(1), pages 47-63, January.
    27. Bruce, Analena B. & Farmer, James R. & Giroux, Stacey & Dickinson, Stephanie & Chen, Xiwei & Donnell, Michael O. & Benjamin, Tamara J., 2022. "Opportunities and barriers to certified organic grain production on rented farmland in the U.S. Midwest state of Indiana," Land Use Policy, Elsevier, vol. 122(C).
    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. Delbridge, Timothy A. & Connolly, Cristina, 2017. "The Neighbor Effect: The Nature of Spatial Externalities in the Decision to Adopt Organic Production Systems," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 258358, Agricultural and Applied Economics Association.
    30. Wheeler, Sarah Ann & Marning, Angelika, 2019. "Turning water into wine: Exploring water security perceptions and adaptation behaviour amongst conventional, organic and biodynamic grape growers," Land Use Policy, Elsevier, vol. 82(C), pages 528-537.
    31. Verena Seufert & Navin Ramankutty & Jonathan A. Foley, 2012. "Comparing the yields of organic and conventional agriculture," Nature, Nature, vol. 485(7397), pages 229-232, May.
    32. Ratana Sapbamrer & Ajchamon Thammachai, 2021. "A Systematic Review of Factors Influencing Farmers’ Adoption of Organic Farming," Sustainability, MDPI, vol. 13(7), pages 1-28, March.
    33. 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.
    34. J. Elhorst, 2010. "Applied Spatial Econometrics: Raising the Bar," Spatial Economic Analysis, Taylor & Francis Journals, vol. 5(1), pages 9-28.
    35. Anselin, Luc, 2002. "Under the hood : Issues in the specification and interpretation of spatial regression models," Agricultural Economics, Blackwell, vol. 27(3), pages 247-267, November.
    36. KS Pietola & AO Lansink, 2001. "Farmer response to policies promoting organic farming technologies in Finland," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 28(1), pages 1-15, March.
    37. Sarah Ann Wheeler & Alec Zuo & Henning Bjornlund & Makarius Victor Mdemu & Andre van Rooyen & Paiva Munguambe, 2017. "An overview of extension use in irrigated agriculture and case studies in south-eastern Africa," International Journal of Water Resources Development, Taylor & Francis Journals, vol. 33(5), pages 755-769, September.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Xiaojing Li & Jing Chen, 2023. "Global or Local Spatial Spillovers? Industrial Diversity and Economic Resilience in the Middle Reaches of the Yangtze River Urban Agglomeration, China," Sustainability, MDPI, vol. 15(14), pages 1-17, July.

    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. Vroege, Willemijn & Meraner, Manuela & Polman, Nico & Storm, Hugo & Heijman, Wim & Finger, Robert, 2020. "Beyond the single farm – A spatial econometric analysis of spill-overs in farm diversification in the Netherlands," Land Use Policy, Elsevier, vol. 99(C).
    2. Bonfiglio, Andrea & Arzeni, Andrea, 2019. "Spatial distribution of organic farms and territorial context: An application to an Italian rural region," Bio-based and Applied Economics Journal, Italian Association of Agricultural and Applied Economics (AIEAA), vol. 8(3), December.
    3. Wollni, Meike & Andersson, Camilla, 2014. "Spatial patterns of organic agriculture adoption: Evidence from Honduras," Ecological Economics, Elsevier, vol. 97(C), pages 120-128.
    4. 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.
    5. Lu, Chen-Fu & Cheng, Chia-Yi, 2023. "Exploring the distribution of organic farming: Findings from certified rice in Taiwan," Ecological Economics, Elsevier, vol. 212(C).
    6. Storm, Hugo & Heckelei, Thomas, 2016. "Using Multiple Neighboring Interaction Effects In Spatial Regression Specifications To Reduce Omitted Variable Bias," 56th Annual Conference, Bonn, Germany, September 28-30, 2016 244763, German Association of Agricultural Economists (GEWISOLA).
    7. Storm, Hugo & Heckelei, Thomas, 2016. "Local and regional spatial interactions of Norwegian farm growth," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 235576, Agricultural and Applied Economics Association.
    8. 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.
    9. Niedermayr, Andreas & Kapfer, Martin & Kantelhardt, Jochen, 2016. "Using Econometric Models To Analyse The Spatial Distribution Of Oil Pumpkin Cultivation In Austria," 56th Annual Conference, Bonn, Germany, September 28-30, 2016 244886, German Association of Agricultural Economists (GEWISOLA).
    10. Blaće, Ante & Čuka, Anica & Šiljković, Željka, 2020. "How dynamic is organic? Spatial analysis of adopting new trends in Croatian agriculture," Land Use Policy, Elsevier, vol. 99(C).
    11. Daniele Mozzato & Paola Gatto & Edi Defrancesco & Lucia Bortolini & Francesco Pirotti & Elena Pisani & Luigi Sartori, 2018. "The Role of Factors Affecting the Adoption of Environmentally Friendly Farming Practices: Can Geographical Context and Time Explain the Differences Emerging from Literature?," Sustainability, MDPI, vol. 10(9), pages 1-23, August.
    12. Loic Levi & Obafemi Philippe Koutchade & Laure Latruffe & Aude Ridier, 2018. "Spatial effects in investment decisions: Evidence from French dairy farms," Post-Print hal-02024077, HAL.
    13. Storm, Hugo & Heckelei, Thomas, 2015. "Local and regional spatial interactions in the analysis of Norwegian farm growth," 150th Seminar, October 22-23, 2015, Edinburgh, Scotland 212648, European Association of Agricultural Economists.
    14. Delbridge, Timothy A. & Connolly, Cristina, 2017. "The Neighbor Effect: The Nature of Spatial Externalities in the Decision to Adopt Organic Production Systems," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 258358, Agricultural and Applied Economics Association.
    15. Wollni, Meike & Andersson, Camilla I.M., 2013. "Spatial effects in organic agriculture adoption in Honduras: the role of social conformity, positive externalities, and information," 2013 Annual Meeting, August 4-6, 2013, Washington, D.C. 149911, Agricultural and Applied Economics Association.
    16. Jose Funes & Laixiang Sun & Fernando Sedano & Giovanni Baiocchi & Todd Benson, 2022. "Social interaction and geographic diffusion of iron‐biofortified beans in Rwanda," Agricultural Economics, International Association of Agricultural Economists, vol. 53(4), pages 503-528, July.
    17. Cuong Le Van & Nguyen To The, 2019. "Farmers’ adoption of organic production," Asia-Pacific Journal of Regional Science, Springer, vol. 3(1), pages 33-59, February.
    18. 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.
    19. Veldstra, Michael D. & Alexander, Corinne E. & Marshall, Maria I., 2014. "To certify or not to certify? Separating the organic production and certification decisions," Food Policy, Elsevier, vol. 49(P2), pages 429-436.
    20. Nguyen Cong Dinh & Takeshi Mizunoya & Vo Hoang Ha & Pham Xuan Hung & Nguyen Quang Tan & Le Thanh An, 2023. "Factors influencing farmer intentions to scale up organic rice farming: preliminary findings from the context of agricultural production in Central Vietnam," Asia-Pacific Journal of Regional Science, Springer, vol. 7(3), pages 749-774, September.

    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:eee:ecolec:v:209:y:2023:i:c:s0921800923000988. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/ecolecon .

    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.