IDEAS home Printed from https://ideas.repec.org/a/eee/agisys/v173y2019icp151-160.html
   My bibliography  Save this article

To cluster or not to cluster farmers? Influences on network interactions, risk perceptions, and adoption of aquaculture practices

Author

Listed:
  • Joffre, Olivier M.
  • Poortvliet, P. Marijn
  • Klerkx, Laurens

Abstract

Over the course of just a few years, shrimp farming has become a major aquaculture production system in coastal areas of several developing countries across the globe. However, farmers are facing a variety of risks related to disease, market, and climate, which influence risk management strategies and adoption of new technologies. This paper looks at three practices related to pond management: (1) water quality management to ensure a good environment for shrimp growth; (2) adequate feed input; and (3) disease control practices in order to mitigate the risk of disease outbreak in the pond. We investigated adoption of these three practices in smallholder shrimp farms in the Mekong Delta, by exploring how and whether membership into a producer's cluster influences access to knowledge and perception of risk in the adoption process. The results show that, after controlling for farm characteristics, farm clustering has a positive relationship with the adoption of water quality management, feed inputs, and disease control practices. Results also indicate that increasing interaction frequency with public sector and private sector's actors, as well as the perceived degree of market risk, positively influences the adoption of the three pond management practices under study. Mediation analyses show that being a member of a farmer cluster influences adoption of farming practices via two underlying processes: frequency of interaction with public and private sector's actors, and perception of market risk, both of which ultimately promote the adoption of practices. We conclude that clustering is a promising avenue for fostering interactions between farmers and key supporting actors in aquaculture, and impacts both the formation of specific aqua-related risk perceptions and subsequent practice adoption. As such, clusters – by fostering linkages and facilitating interactions between different knowledge sources – can promote adoption of practices toward sustainable intensification. However, to more effectively deploy a cluster approach a key policy and practice implication is to take into consideration local idiosyncrasies defined by their social interactions, risk perception and spatial dimensions in order to better facilitate local linkages between farms (horizontal coordination) and a better integration with the value chain (vertical coordination).

Suggested Citation

  • Joffre, Olivier M. & Poortvliet, P. Marijn & Klerkx, Laurens, 2019. "To cluster or not to cluster farmers? Influences on network interactions, risk perceptions, and adoption of aquaculture practices," Agricultural Systems, Elsevier, vol. 173(C), pages 151-160.
  • Handle: RePEc:eee:agisys:v:173:y:2019:i:c:p:151-160
    DOI: 10.1016/j.agsy.2019.02.011
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0308521X18307947
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.agsy.2019.02.011?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 Spielman & Kristin Davis & Martha Negash & Gezahegn Ayele, 2011. "Rural innovation systems and networks: findings from a study of Ethiopian smallholders," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 28(2), pages 195-212, June.
    2. Hatanaka, Maki, 2010. "Certification, Partnership, and Morality in an Organic Shrimp Network: Rethinking Transnational Alternative Agrifood Networks," World Development, Elsevier, vol. 38(5), pages 706-716, May.
    3. Thuy T.H. Nguyen & Andrew Ford, 2010. "Learning from the Neighbors: Economic and Environmental Impacts from Intensive Shrimp Farming in the Mekong Delta of Vietnam," Sustainability, MDPI, vol. 2(7), pages 1-19, July.
    4. Case, S.D.C. & Oelofse, M. & Hou, Y. & Oenema, O. & Jensen, L.S., 2017. "Farmer perceptions and use of organic waste products as fertilisers – A survey study of potential benefits and barriers," Agricultural Systems, Elsevier, vol. 151(C), pages 84-95.
    5. Rajagopal, 2014. "The Human Factors," Palgrave Macmillan Books, in: Architecting Enterprise, chapter 9, pages 225-249, Palgrave Macmillan.
    6. Hishamunda, Nathanael & Ridler, Neil B. & Bueno, Pedro & Yap, Wilfredo G., 2009. "Commercial aquaculture in Southeast Asia: Some policy lessons," Food Policy, Elsevier, vol. 34(1), pages 102-107, February.
    7. Marra, Michele & Pannell, David J. & Abadi Ghadim, Amir, 2003. "The economics of risk, uncertainty and learning in the adoption of new agricultural technologies: where are we on the learning curve?," Agricultural Systems, Elsevier, vol. 75(2-3), pages 215-234.
    8. Le, Thuy Ngan & Bregt, Arnold K. & van Halsema, Gerardo E. & Hellegers, Petra J.G.J. & Nguyen, Lam-Dao, 2018. "Interplay between land-use dynamics and changes in hydrological regime in the Vietnamese Mekong Delta," Land Use Policy, Elsevier, vol. 73(C), pages 269-280.
    9. Isaac, Marney E., 2012. "Agricultural information exchange and organizational ties: The effect of network topology on managing agrodiversity," Agricultural Systems, Elsevier, vol. 109(C), pages 9-15.
    10. 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.
    11. Mary Thuo & Alexandra Bell & Boris Bravo-Ureta & Michée Lachaud & David Okello & Evelyn Okoko & Nelson Kidula & Carl Deom & Naveen Puppala, 2014. "Effects of social network factors on information acquisition and adoption of improved groundnut varieties: the case of Uganda and Kenya," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 31(3), pages 339-353, September.
    12. Hao, Jinghui & Bijman, Jos & Gardebroek, Cornelis & Heerink, Nico & Heijman, Wim & Huo, Xuexi, 2018. "Cooperative membership and farmers’ choice of marketing channels – Evidence from apple farmers in Shaanxi and Shandong Provinces, China," Food Policy, Elsevier, vol. 74(C), pages 53-64.
    13. Vandergeest, Peter, 2007. "Certification and Communities: Alternatives for Regulating the Environmental and Social Impacts of Shrimp Farming," World Development, Elsevier, vol. 35(7), pages 1152-1171, July.
    14. Jan Van der Lee & Laurens Klerkx & Bockline Omedo Bebe & Ashenafi Mengistu & Simon Oosting, 2018. "Intensification and Upgrading Dynamics in Emerging Dairy Clusters in the East African Highlands," Sustainability, MDPI, vol. 10(11), pages 1-24, November.
    15. Aguilar-Gallegos, Norman & Muñoz-Rodríguez, Manrrubio & Santoyo-Cortés, Horacio & Aguilar-Ávila, Jorge & Klerkx, Laurens, 2015. "Information networks that generate economic value: A study on clusters of adopters of new or improved technologies and practices among oil palm growers in Mexico," Agricultural Systems, Elsevier, vol. 135(C), pages 122-132.
    16. George Hendrikse & Jos Bijman, 2002. "Ownership Structure in Agrifood Chains: The Marketing Cooperative," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 84(1), pages 104-119.
    17. Solano, C. & Leon, H. & Perez, E. & Herrero, M., 2003. "The role of personal information sources on the decision-making process of Costa Rican dairy farmers," Agricultural Systems, Elsevier, vol. 76(1), pages 3-18, April.
    18. Amir K. Abadi Ghadim & David J. Pannell & Michael P. Burton, 2005. "Risk, uncertainty, and learning in adoption of a crop innovation," Agricultural Economics, International Association of Agricultural Economists, vol. 33(1), pages 1-9, July.
    19. Dewan Ali Ahsan, 2011. "Farmers' motivations, risk perceptions and risk management strategies in a developing economy: Bangladesh experience," Journal of Risk Research, Taylor & Francis Journals, vol. 14(3), pages 325-349, March.
    20. Greiner, Romy & Patterson, Louisa & Miller, Owen, 2009. "Motivations, risk perceptions and adoption of conservation practices by farmers," Agricultural Systems, Elsevier, vol. 99(2-3), pages 86-104, February.
    21. Catherine Kilelu & Laurens Klerkx & Amos Omore & Isabelle Baltenweck & Cees Leeuwis & Julius Githinji, 2017. "Value Chain Upgrading and the Inclusion of Smallholders in Markets: Reflections on Contributions of Multi-Stakeholder Processes in Dairy Development in Tanzania," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 29(5), pages 1102-1121, November.
    22. Roger E. Kasperson & Ortwin Renn & Paul Slovic & Halina S. Brown & Jacque Emel & Robert Goble & Jeanne X. Kasperson & Samuel Ratick, 1988. "The Social Amplification of Risk: A Conceptual Framework," Risk Analysis, John Wiley & Sons, vol. 8(2), pages 177-187, June.
    23. Poulton, Colin & Dorward, Andrew & Kydd, Jonathan, 2010. "The Future of Small Farms: New Directions for Services, Institutions, and Intermediation," World Development, Elsevier, vol. 38(10), pages 1413-1428, October.
    24. Kam, S.P. & Badjeck, M.C. & Teh, L. & Teh, L. & Tran, N., 2012. "Autonomous adaptation to climate change by shrimp and catfish farmers in Vietnam’s Mekong River delta," Monographs, The WorldFish Center, number 40061, April.
    25. Nicky J. Welton & Howard H. Z. Thom, 2015. "Value of Information," Medical Decision Making, , vol. 35(5), pages 564-566, July.
    26. Jane Mills & Peter Gaskell & Julie Ingram & Janet Dwyer & Matt Reed & Christopher Short, 2017. "Engaging farmers in environmental management through a better understanding of behaviour," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 34(2), pages 283-299, June.
    27. Burger, Kees & Kameo, Daniel & Sandee, Henry, 1999. "Clustering Of Small Agro-Processing Firms In Indonesia," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 2(3-4), pages 1-11.
    28. P. Marijn Poortvliet & Anne Marike Lokhorst, 2016. "The Key Role of Experiential Uncertainty when Dealing with Risks: Its Relationships with Demand for Regulation and Institutional Trust," Risk Analysis, John Wiley & Sons, vol. 36(8), pages 1615-1629, August.
    29. Schmitz, Hubert & Nadvi, Khalid, 1999. "Clustering and Industrialization: Introduction," World Development, Elsevier, vol. 27(9), pages 1503-1514, 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. Jellason, Nugun P. & Robinson, Elizabeth J. Z. & Ogbaga, Chukwuma C., 2021. "Agriculture 4.0: is sub-Saharan Africa ready?," LSE Research Online Documents on Economics 113550, London School of Economics and Political Science, LSE Library.
    2. Md Kamruzzaman & Katherine Anne Daniell & Ataharul Chowdhury & Steven Crimp, 2021. "The Role of Extension and Advisory Services in Strengthening Farmers’ Innovation Networks to Adapt to Climate Extremes," Sustainability, MDPI, vol. 13(4), pages 1-21, February.
    3. Yang Yang & Shishuai Ge & Xianzhong Cao & Gang Zeng, 2022. "Evolutionary Mechanisms of Ecological Agriculture Innovation Systems: Evidence from Chongming Eco-Island, China," Land, MDPI, vol. 11(11), pages 1-17, October.
    4. Martin Paul Jr Tabe‐Ojong & Guyo Godana Dureti, 2023. "Are agro‐clusters pro‐poor? Evidence from Ethiopia," Journal of Agricultural Economics, Wiley Blackwell, vol. 74(1), pages 100-115, February.
    5. Hanna Tkachuk & Igor Burachek & Svitlana Biriuchenko & Kateryna Buzhymska & Volodymyr Vyhovskyi, 2022. "Management of agribusiness enterprises to ensure the sustainability of their economic activity," RIVISTA DI STUDI SULLA SOSTENIBILITA', FrancoAngeli Editore, vol. 0(2), pages 305-321.
    6. Mariska JM Bottema & Simon R Bush & Peter Oosterveer, 2021. "Territories of state-led aquaculture risk management: Thailand’s Plang Yai program," Environment and Planning C, , vol. 39(6), pages 1231-1251, September.
    7. Matteo Coronese & Martina Occelli & Francesco Lamperti & Andrea Roventini, 2024. "Towards sustainable agriculture: behaviors, spatial dynamics and policy in an evolutionary agent-based model," LEM Papers Series 2024/05, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    8. Shikuku, Kelvin Mashisia & Tran, Nhuong & Joffre, Olivier M. & Islam, Abu Hayat Md Saiful & Barman, Benoy Kumar & Ali, Shawquat & Rossignoli, Cristiano M., 2021. "Lock-ins to the dissemination of genetically improved fish seeds," Agricultural Systems, Elsevier, vol. 188(C).
    9. Pratibha Wasan & Ashwani Kumar & Sunil Luthra, 2023. "How can banks and finance companies incorporate value chain factors in their risk management strategy? The case of agro‐food firms," Business Strategy and the Environment, Wiley Blackwell, vol. 32(1), pages 858-877, January.
    10. Guyo Godana Dureti & Martin Paul Jr. Tabe‐Ojong & Enoch Owusu‐Sekyere, 2023. "The new normal? Cluster farming and smallholder commercialization in Ethiopia," Agricultural Economics, International Association of Agricultural Economists, vol. 54(6), pages 900-920, November.
    11. Natalia Molina & Gianluca Brunori & Elena Favilli & Stefano Grando & Patrizia Proietti, 2021. "Farmers’ Participation in Operational Groups to Foster Innovation in the Agricultural Sector: An Italian Case Study," Sustainability, MDPI, vol. 13(10), pages 1-27, May.
    12. Slijper, Thomas & Urquhart, Julie & Poortvliet, P. Marijn & Soriano, Bárbara & Meuwissen, Miranda P.M., 2022. "Exploring how social capital and learning are related to the resilience of Dutch arable farmers," Agricultural Systems, Elsevier, vol. 198(C).
    13. Phong, Truong Ngoc & Thang, Vo Tat & Hoai, Nguyen Trong, 2021. "What motivates farmers to accept good aquaculture practices in development policy? Results from choice experiment surveys with small-scale shrimp farmers in Vietnam," Economic Analysis and Policy, Elsevier, vol. 72(C), pages 454-469.
    14. Natalia Trusova & Petro Makarenko & Tetiana Popova & Nataliia Pochernina & Yuliia Karas, 2022. "Implementing the resource potential sustainability of small-scale agricultural entities in cooperative associations of Ukraine," RIVISTA DI STUDI SULLA SOSTENIBILITA', FrancoAngeli Editore, vol. 0(2), pages 323-345.

    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. María Isabel Palacios-Rangel & Juan Manuel Vargas-Canales & Jorge Aguilar-Ávila & Joaquín Huitzilihuitl Camacho-Vera & Jorge Gustavo Ocampo-Ledesma & Sergio Ernesto Medina-Cuellar, 2018. "Efficiency of small enterprises of protected agriculture in the adoption of innovations in Mexico," Estudios Gerenciales, Universidad Icesi, vol. 34(146), pages 52-62, February.
    2. Aguilar-Gallegos, Norman & Muñoz-Rodríguez, Manrrubio & Santoyo-Cortés, Horacio & Aguilar-Ávila, Jorge & Klerkx, Laurens, 2015. "Information networks that generate economic value: A study on clusters of adopters of new or improved technologies and practices among oil palm growers in Mexico," Agricultural Systems, Elsevier, vol. 135(C), pages 122-132.
    3. Annosi, Maria Carmela & Ráez, Rosa María Oliva & Appio, Francesco Paolo & Del Giudice, Teresa, 2022. "An integrative review of innovations in the agricultural sector: The roles of agency, structure, and their dynamic interplay," Technological Forecasting and Social Change, Elsevier, vol. 185(C).
    4. Hermans, Frans & Sartas, Murat & van Schagen, Boudy & van Asten, Piet & Schut, Marc, 2017. "Social network analysis of multi-stakeholder platforms in agricultural research for development: Opportunities and constraints for innovation and scaling," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 12(2), pages 1-21.
    5. Till Rockenbauch & Patrick Sakdapolrak & Harald Sterly, 2019. "Do translocal networks matter for agricultural innovation? A case study on advice sharing in small-scale farming communities in Northeast Thailand," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 36(4), pages 685-702, December.
    6. Gaitán-Cremaschi, Daniel & Klerkx, Laurens & Aguilar-Gallegos, Norman & Duncan, Jessica & Pizzolón, Alejandro & Dogliotti, Santiago & Rossing, Walter A.H., 2022. "Public food procurement from family farming: A food system and social network perspective," Food Policy, Elsevier, vol. 111(C).
    7. Blazquez-Soriano, Amparo & Ramos-Sandoval, Rosmery, 2022. "Information transfer as a tool to improve the resilience of farmers against the effects of climate change: The case of the Peruvian National Agrarian Innovation System," Agricultural Systems, Elsevier, vol. 200(C).
    8. Caroline Roussy & Aude Ridier & Karim Chaïb, 2014. "Adoption d’innovations par les agriculteurs : rôle des perceptions et des préférences," Post-Print hal-01123427, HAL.
    9. Micheels, Eric T. & Nolan, James F., 2016. "Examining the effects of absorptive capacity and social capital on the adoption of agricultural innovations: A Canadian Prairie case study," Agricultural Systems, Elsevier, vol. 145(C), pages 127-138.
    10. Canales Medina, Elizabeth & Bergtold, Jason S. & Williams, Jeffery R., 2017. "Modeling the factors affecting farmers’ timing of adoption of in-field conservation cropping practices," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 258558, Agricultural and Applied Economics Association.
    11. Benitez-Altuna, Francisco & Trienekens, Jacques & Materia, Valentina C. & Bijman, Jos, 2021. "Factors affecting the adoption of ecological intensification practices: A case study in vegetable production in Chile," Agricultural Systems, Elsevier, vol. 194(C).
    12. Petr Matous & Yasuyuki Todo & Ayu Pratiwi, 2015. "The role of motorized transport and mobile phones in the diffusion of agricultural information in Tanggamus Regency, Indonesia," Transportation, Springer, vol. 42(5), pages 771-790, September.
    13. Kirstie Cadger & Andrews K. Quaicoo & Evans Dawoe & Marney E. Isaac, 2016. "Development Interventions and Agriculture Adaptation: A Social Network Analysis of Farmer Knowledge Transfer in Ghana," Agriculture, MDPI, vol. 6(3), pages 1-14, July.
    14. François J Dessart & Jesús Barreiro-Hurlé & René van Bavel, 2019. "Behavioural factors affecting the adoption of sustainable farming practices: a policy-oriented review," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 46(3), pages 417-471.
    15. Md Kamruzzaman & Katherine Anne Daniell & Ataharul Chowdhury & Steven Crimp, 2021. "The Role of Extension and Advisory Services in Strengthening Farmers’ Innovation Networks to Adapt to Climate Extremes," Sustainability, MDPI, vol. 13(4), pages 1-21, February.
    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. Youssef Beni Houd & Mohamed El Amrani, 2022. "Social Network Analysis: A useful tool for studying Innovation diffusion processes," Economia agro-alimentare, FrancoAngeli Editore, vol. 24(1), pages 1-59.
    18. Asci, Serhat & Borisova, Tatiana & VanSickle, John J., 2015. "Role of economics in developing fertilizer best management practices," Agricultural Water Management, Elsevier, vol. 152(C), pages 251-261.
    19. Greiner, Romy & Miller, Owen & Patterson, Louisa, 2008. "The role of grazier motivations and risk attitudes in the adoption of grazing best management practices," 2008 Conference (52nd), February 5-8, 2008, Canberra, Australia 6002, Australian Agricultural and Resource Economics Society.
    20. Bishu, Kinfe & O'Reilly, Seamus & Lahiff, Edward & Steiner, Bodo, 2016. "Cattle farmers’ perceptions of risk and risk management strategies," MPRA Paper 74954, University Library of Munich, Germany.

    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:agisys:v:173:y:2019:i:c:p:151-160. 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/agsy .

    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.