IDEAS home Printed from https://ideas.repec.org/a/eee/marpol/v62y2015icp102-115.html

Understanding socio-ecological drivers of spatial allocation choice in a multi-species artisanal fishery: A Bayesian network modeling approach

Author

Listed:
  • Naranjo-Madrigal, Helven
  • van Putten, Ingrid
  • Norman-López, Ana

Abstract

Effective management of artisanal fisheries requires understanding fishers, their behaviors, and the drivers that underpin their choices. Behavioral drivers are critical links in understanding the interactions between social and ecological systems and can help inform effective management approaches. A Bayesian Belief Network modeling approach was used to investigate a diverse range of qualitative and quantitative social and ecological drivers of spatial location choice in a multi-species artisanal dive fishery in Costa Rica. Empirical and observer data used to populate the BBN showed the influence of economic factors, environmental conditions as well as social interactions on the decision-making process of spatial location choice. Good governance scenarios represented by Responsible Fisheries Marine Areas Management were analyzed for both hookah and free diving methods to assess the effects of responsible fishing on the fishers and the fishery. Model based-scenario analysis suggests that management interventions should consider the fisher's potential behavioral responses in the context of environmental variability, dependence on cultural assets, and food security. The results show that there is a need to understand fisher's decisions based on broad socio-ecological system understanding and consider the environmental outcomes alongside food security and the cultural significance of different marine species to fishing communities.

Suggested Citation

  • Naranjo-Madrigal, Helven & van Putten, Ingrid & Norman-López, Ana, 2015. "Understanding socio-ecological drivers of spatial allocation choice in a multi-species artisanal fishery: A Bayesian network modeling approach," Marine Policy, Elsevier, vol. 62(C), pages 102-115.
    • Handle: RePEc:eee:marpol:v:62:y:2015:i:c:p:102-115
    DOI: 10.1016/j.marpol.2015.09.003
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0308597X15002547
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.marpol.2015.09.003?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

    for a different version of it.

    References listed on IDEAS

    as
    1. Crilly, R. & Esteban, A., 2013. "Small versus large-scale, multi-fleet fisheries: The case for economic, social and environmental access criteria in European fisheries," Marine Policy, Elsevier, vol. 37(C), pages 20-27.
    2. Paterson, B. & Isaacs, M. & Hara, M. & Jarre, A. & Moloney, C.L., 2010. "Transdisciplinary co-operation for an ecosystem approach to fisheries: A case study from the South African sardine fishery," Marine Policy, Elsevier, vol. 34(4), pages 782-794, July.
    3. Busilacchi, Sara & Russ, Garry R. & Williams, Ashley J. & Sutton, Stephen G. & Begg, Gavin A., 2013. "The role of subsistence fishing in the hybrid economy of an indigenous community," Marine Policy, Elsevier, vol. 37(C), pages 183-191.
    4. Trimble, Micaela & Johnson, Derek, 2013. "Artisanal fishing as an undesirable way of life? The implications for governance of fishers' wellbeing aspirations in coastal Uruguay and southeastern Brazil," Marine Policy, Elsevier, vol. 37(C), pages 37-44.
    5. Steven J. Lade & Alessandro Tavoni & Simon A. Levin & Maja Schl�ter, 2013. "Regime shifts in a social-ecological system," GRI Working Papers 105, Grantham Research Institute on Climate Change and the Environment.
    6. Mahon, Robin & McConney, Patrick & Roy, Rathindra N., 2008. "Governing fisheries as complex adaptive systems," Marine Policy, Elsevier, vol. 32(1), pages 104-112, January.
    7. Pérez-Ramírez, Mónica & Phillips, Bruce & Lluch-Belda, Daniel & Lluch-Cota, Salvador, 2012. "Perspectives for implementing fisheries certification in developing countries," Marine Policy, Elsevier, vol. 36(1), pages 297-302, January.
    8. Reed, Matt & Courtney, Paul & Urquhart, Julie & Ross, Natalie, 2013. "Beyond fish as commodities: Understanding the socio-cultural role of inshore fisheries in England," Marine Policy, Elsevier, vol. 37(C), pages 62-68.
    9. Ota, Yoshitaka & Just, Roger, 2008. "Fleet sizes, fishing effort and the 'hidden' factors behind statistics: An anthropological study of small-scale fisheries in UK," Marine Policy, Elsevier, vol. 32(3), pages 301-308, May.
    10. Allison, Edward H. & Ellis, Frank, 2001. "The livelihoods approach and management of small-scale fisheries," Marine Policy, Elsevier, vol. 25(5), pages 377-388, September.
    11. Sanchirico, James N. & Wilen, James E., 2001. "A Bioeconomic Model of Marine Reserve Creation," Journal of Environmental Economics and Management, Elsevier, vol. 42(3), pages 257-276, November.
    12. Sanchirico, James N. & Wilen, James E., 1999. "Bioeconomics of Spatial Exploitation in a Patchy Environment," Journal of Environmental Economics and Management, Elsevier, vol. 37(2), pages 129-150, March.
    13. Teh, Lydia C.L. & Teh, Louise S.L. & Pitcher, Tony J., 2012. "A tool for site prioritisation of marine protected areas under data poor conditions," Marine Policy, Elsevier, vol. 36(6), pages 1290-1300.
    14. Al-Subhi, Khalid Khalifa Nasser & Bose, Shekar & Al-Masroori, Hussein Samh, 2013. "Fishers’ compliance motivations: A case study of the Sultanate of Oman," Marine Policy, Elsevier, vol. 37(C), pages 141-148.
    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. Huang, Dan & Jin, Xin & Coghlan, Alexandra, 2021. "Advances in consumer innovation resistance research: A review and research agenda," Technological Forecasting and Social Change, Elsevier, vol. 166(C).
    2. Sean Pascoe & Renae Tobin & Jill Windle & Toni Cannard & Nadine Marshall & Zobaidul Kabir & Nicole Flint, 2016. "Developing a Social, Cultural and Economic Report Card for a Regional Industrial Harbour," PLOS ONE, Public Library of Science, vol. 11(2), pages 1-19, February.
    3. Jorge Ramos & Benjamin Drakeford & Ana Madiedo & Joana Costa & Francisco Leitão, 2024. "A Bayesian Approach to Infer the Sustainable Use of Artificial Reefs in Fisheries and Recreation," Sustainability, MDPI, vol. 16(2), pages 1-16, January.

    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. Sterner, Thomas, 2007. "Unobserved diversity, depletion and irreversibility The importance of subpopulations for management of cod stocks," Ecological Economics, Elsevier, vol. 61(2-3), pages 566-574, March.
    2. Costello, Christopher & Molina, Renato, 2021. "Transboundary marine protected areas," Resource and Energy Economics, Elsevier, vol. 65(C).
    3. Abbott, Joshua K., 2004. "Spatial Competition In Overlapping Seasonal Fisheries: A Bioeconomic Model Of Fishermen And Regulators," 2004 Annual meeting, August 1-4, Denver, CO 20383, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    4. R. Quentin Grafton & Tom Kompas & Pham Van Ha, 2006. "The Economic Payoffs from Marine Reserves: Resource Rents in a Stochastic Environment," The Economic Record, The Economic Society of Australia, vol. 82(259), pages 469-480, December.
    5. Brock, W. A. & Xepapadeas, A., "undated". "Modeling Coupled Climate, Ecosystems, and Economic Systems," Climate Change and Sustainable Development 206837, Fondazione Eni Enrico Mattei (FEEM).
    6. Santos, Anna N., 2015. "Fisheries as a way of life: Gendered livelihoods, identities and perspectives of artisanal fisheries in eastern Brazil," Marine Policy, Elsevier, vol. 62(C), pages 279-288.
    7. Anastasios Xepapadeas, "undated". "Diffusion and Spatial Aspects," DEOS Working Papers 1232, Athens University of Economics and Business.
    8. Brock, William & Xepapadeas, Anastasios, 2010. "Pattern formation, spatial externalities and regulation in coupled economic-ecological systems," Journal of Environmental Economics and Management, Elsevier, vol. 59(2), pages 149-164, March.
    9. Albers, Heidi J. & Fischer, Carolyn & Sanchirico, James N., 2010. "Invasive species management in a spatially heterogeneous world: Effects of uniform policies," Resource and Energy Economics, Elsevier, vol. 32(4), pages 483-499, November.
    10. Guanais, José Hugo Gondim & Medeiros, Rodrigo Pereira & McConney, Patrick A., 2015. "Designing a framework for addressing bycatch problems in Brazilian small-scale trawl fisheries," Marine Policy, Elsevier, vol. 51(C), pages 111-118.
    11. Anastasios Xepapadeas, 2010. "Modeling complex systems," Agricultural Economics, International Association of Agricultural Economists, vol. 41(s1), pages 181-191, November.
    12. Kaffine Daniel T & Costello Christopher, 2011. "Unitization of Spatially Connected Renewable Resources," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 11(1), pages 1-31, March.
    13. Schnier, Kurt E. & Anderson, Christopher M., 2006. "Decision making in patchy resource environments: Spatial misperception of bioeconomic models," Journal of Economic Behavior & Organization, Elsevier, vol. 61(2), pages 234-254, October.
    14. Smith, Martin D. & Wilen, James E., 2003. "Economic impacts of marine reserves: the importance of spatial behavior," Journal of Environmental Economics and Management, Elsevier, vol. 46(2), pages 183-206, September.
    15. William Brock & Anastasios Xepapadeas, 2005. "Spatial Analysis in Descriptive Models of Renewable Resource Management," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 141(3), pages 331-354, September.
    16. Tom Kompas & Pham Van Ha & R. Quentin Grafton, 2004. "Saving the Seas: The Economic Justification for Marine Reserves," International and Development Economics Working Papers idec04-3, International and Development Economics.
    17. Janmaat, Johannus A., 2005. "Sharing clams: tragedy of an incomplete commons," Journal of Environmental Economics and Management, Elsevier, vol. 49(1), pages 26-51, January.
    18. Sanchirico, James N. & Wilen, James E., 2005. "Optimal spatial management of renewable resources: matching policy scope to ecosystem scale," Journal of Environmental Economics and Management, Elsevier, vol. 50(1), pages 23-46, July.
    19. Costello, Christopher & Polasky, Stephen, 2008. "Optimal harvesting of stochastic spatial resources," Journal of Environmental Economics and Management, Elsevier, vol. 56(1), pages 1-18, July.
    20. Michael Finus & Raoul Schneider & Pedro Pintassilgo, 2019. "The Role of Social and Technical Excludability for the Success of Impure Public Good and Common Pool Agreements: The Case of International Fisheries," Graz Economics Papers 2019-12, University of Graz, Department of Economics.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;

    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:eee:marpol:v:62:y:2015:i:c:p:102-115. 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/marpol .

    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.