IDEAS home Printed from https://ideas.repec.org/a/bla/jageco/v72y2021i1p134-157.html
   My bibliography  Save this article

Understanding Filipino Rice Farmer Preference Heterogeneity for Varietal Trait Improvements: A Latent Class Analysis

Author

Listed:
  • Rio Maligalig
  • Matty Demont
  • Wendy J. Umberger
  • Alexandra Peralta

Abstract

Using an experimental methodology based on investment games, we examine whether smallholder rice farmers from Nueva Ecija, Philippines have heterogeneous preferences for improvements in 10 rice varietal traits. We use a latent class cluster approach to identify different segments of rice producing households and their distinct preferences for trait improvements. These clusters were characterised post hoc using household, farm, and marketing characteristics. On average, farmers invested the most in rice varietal trait improvements that offered opportunities to reduce losses caused by lodging, insects and diseases. We found four classes of farmers with distinct preferences for improvements in variety traits. The clusters were significantly different in terms of household and farm characteristics. These findings can guide breeding research in the development of varieties that have the traits farmers identified for improvement, and that will address the unique needs of distinct farmer segments.

Suggested Citation

  • Rio Maligalig & Matty Demont & Wendy J. Umberger & Alexandra Peralta, 2021. "Understanding Filipino Rice Farmer Preference Heterogeneity for Varietal Trait Improvements: A Latent Class Analysis," Journal of Agricultural Economics, Wiley Blackwell, vol. 72(1), pages 134-157, February.
    • Handle: RePEc:bla:jageco:v:72:y:2021:i:1:p:134-157
    DOI: 10.1111/1477-9552.12392
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/1477-9552.12392
    Download Restriction: no
    File URL: https://libkey.io/10.1111/1477-9552.12392?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. Ward, Patrick S. & Ortega, David L. & Spielman, David J. & Singh, Vartika, 2014. "Heterogeneous Demand for Drought-Tolerant Rice: Evidence from Bihar, India," World Development, Elsevier, vol. 64(C), pages 125-139.
    2. Gneezy, Uri & Guth, Werner & Verboven, Frank, 2000. "Presents or investments? An experimental analysis," Journal of Economic Psychology, Elsevier, vol. 21(5), pages 481-493, October.
    3. Stephanie Schlecht & Achim Spiller, 2012. "A Latent Class Cluster Analysis of Farmers’ Attitudes Towards Contract Design in the Dairy Industry," Agribusiness, John Wiley & Sons, Ltd., vol. 28(2), pages 121-134, March.
    4. Kurt B. Waldman & David L. Ortega & Robert B. Richardson & Daniel C. Clay & Sieglinde Snapp, 2016. "Preferences for legume attributes in maize-legume cropping systems in Malawi," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 8(6), pages 1087-1099, December.
    5. Cochard, Francois & Nguyen Van, Phu & Willinger, Marc, 2004. "Trusting behavior in a repeated investment game," Journal of Economic Behavior & Organization, Elsevier, vol. 55(1), pages 31-44, September.
    6. Briones, Roehlano M. & Dela Pena, Beulah, 2015. "Competition Reform in the Philippine Rice Sector," Discussion Papers DP 2015-04, Philippine Institute for Development Studies.
    7. Buchan, Nancy R. & Croson, Rachel T.A. & Solnick, Sara, 2008. "Trust and gender: An examination of behavior and beliefs in the Investment Game," Journal of Economic Behavior & Organization, Elsevier, vol. 68(3-4), pages 466-476, December.
    8. Dalton, Timothy J. & Yesuf, Mahmud & Muhammad, Lutta, 2011. "Demand for Drought Tolerance in Africa: Selection of Drought Tolerant Maize Seed using Framed Field Experiments," 2011 Annual Meeting, July 24-26, 2011, Pittsburgh, Pennsylvania 103712, Agricultural and Applied Economics Association.
    9. Kelvin J. Lancaster, 1966. "A New Approach to Consumer Theory," Journal of Political Economy, University of Chicago Press, vol. 74(2), pages 132-132.
    10. Matty Demont & Pieter Rutsaert & Maïmouna Ndour & Wim Verbeke & Papa A. Seck & Eric Tollens, 2013. "Experimental auctions, collective induction and choice shift: willingness-to-pay for rice quality in Senegal-super- †," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 40(2), pages 261-286, March.
    11. Maredia, Mywish K. & Raitzer, David A., 2012. "Review and analysis of documented patterns of agricultural research impacts in Southeast Asia," Agricultural Systems, Elsevier, vol. 106(1), pages 46-58.
    12. Adam Drucker, 2007. "Measuring Heterogeneous Preferences for Cattle Traits among Cattle-Keeping Households in East Africa," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 89(4), pages 1005-1019.
    13. Kassie, Girma T. & Abdulai, Awudu & Greene, William H. & Shiferaw, Bekele & Abate, Tsedeke & Tarekegne, Amsal & Sutcliffe, Chloe, 2017. "Modeling Preference and Willingness to Pay for Drought Tolerance (DT) in Maize in Rural Zimbabwe," World Development, Elsevier, vol. 94(C), pages 465-477.
    14. Pingali, Prabhu L & Rozelle, Scott D & Gerpacio, Roberta V, 2001. "The Farmer's Voice in Priority Setting: A Cross-Country Experiment in Eliciting Technological Preferences," Economic Development and Cultural Change, University of Chicago Press, vol. 49(3), pages 591-609, April.
    15. Kline, Jeffrey & Wichelns, Dennis, 1998. "Measuring heterogeneous preferences for preserving farmland and open space," Ecological Economics, Elsevier, vol. 26(2), pages 211-224, August.
    16. 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.
    17. Lunduka, Rodney & Fisher, Monica & Snapp, Sieglinde, 2012. "Could farmer interest in a diversity of seed attributes explain adoption plateaus for modern maize varieties in Malawi?," Food Policy, Elsevier, vol. 37(5), pages 504-510.
    18. Wendy J. Umberger & Thomas Reardon & Randy Stringer & Simone Mueller Loose, 2015. "Market-Channel Choices of Indonesian Potato Farmers: A Best-Worst Scaling Experiment," Bulletin of Indonesian Economic Studies, Taylor & Francis Journals, vol. 51(3), pages 461-477, December.
    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. Mary Ng’endo & Julien Nduwimana & Donald Villanueva & Matty Demont, 2023. "How Can Pairing Quantitative With Qualitative Data Collection Methods Better Elicit Rice Varietal Selection? Evidence From Burundi," SAGE Open, , vol. 13(4), pages 21582440231, December.

    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. Maligalig, R. & Umbeger, W. & Demont, M. & Peralta, A., 2018. "Farmer preferences for rice varietal trait improvements in Nueva Ecija, Philippines: A latent class cluster approach," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277476, International Association of Agricultural Economists.
    2. Meressa, Abrha Megos & Navrud, Stale, 2020. "Not my cup of coffee: Farmers’ preferences for coffee variety traits – Lessons for crop breeding in the age of climate change," Bio-based and Applied Economics Journal, Italian Association of Agricultural and Applied Economics (AIEAA), vol. 9(3), December.
    3. Timothy R. Silberg & Robert B. Richardson & Maria Claudia Lopez, 2020. "Maize farmer preferences for intercropping systems to reduce Striga in Malawi," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 12(2), pages 269-283, April.
    4. Teferi, Ermias Tesfaye & Kassie, Girma T. & Pe, Mario Enrico & Fadda, Carlo, 2020. "Are farmers willing to pay for climate related traits of wheat? Evidence from rural parts of Ethiopia," Agricultural Systems, Elsevier, vol. 185(C).
    5. Cindybell Gamboa & Goedele Van den Broeck & Miet Maertens, 2018. "Smallholders’ Preferences for Improved Quinoa Varieties in the Peruvian Andes," Sustainability, MDPI, vol. 10(10), pages 1-22, October.
    6. Gamboa, Cindybell & Van Den Broeck, Goedele & Maertens, Miet, 2018. "Adoption of improved quinoa varieties among smallholder farmers in the Peruvian Andes," Working Papers 277984, Katholieke Universiteit Leuven, Centre for Agricultural and Food Economics.
    7. Abedullah, A. & Kouser, S. & Ibrahim, M., 2018. "Consumer preferences and willingness to pay for Aflatoxin- Free Milk in Pakistan," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 275957, International Association of Agricultural Economists.
    8. Khan, Md. Tajuddin & Kishore, Avinash & Joshi, Pramod Kumar, 2016. "Gender dimensions on farmers’ preferences for direct-seeded rice with drum seeder in India:," IFPRI discussion papers 1550, International Food Policy Research Institute (IFPRI).
    9. Ortega, David L. & Wang, H. Holly & Wu, Laping & Olynk, Nicole J., 2011. "Modeling heterogeneity in consumer preferences for select food safety attributes in China," Food Policy, Elsevier, vol. 36(2), pages 318-324, April.
    10. Caroline Roussy & Aude Ridier & Karim Chaïb, 2014. "Adoption d’innovations par les agriculteurs : rôle des perceptions et des préférences," Post-Print hal-01123427, HAL.
    11. Faruque As Sunny & Linlin Fu & Md Sadique Rahman & Zuhui Huang, 2022. "Determinants and Impact of Solar Irrigation Facility (SIF) Adoption: A Case Study in Northern Bangladesh," Energies, MDPI, vol. 15(7), pages 1-17, March.
    12. Muunda, Emmanuel & Mtimet, Nadhem & Schneider, Franziska & Wanyoike, Francis & Dominguez-Salas, Paula & Alonso, Silvia, 2021. "Could the new dairy policy affect milk allocation to infants in Kenya? A best-worst scaling approach," Food Policy, Elsevier, vol. 101(C).
    13. Goedele Van den Broeck & Kaat Van Hoyweghen & Miet Maertens, 2016. "Employment Conditions in the Senegalese Horticultural Export Industry: A Worker Perspective," Development Policy Review, Overseas Development Institute, vol. 34(2), pages 301-319, March.
    14. Carnegie, Rachel & Wang, Holly & Widmar, Nicole & Ortega, David, 2014. "Consumer Preferences for Quality and Safety Attributes of Duck in Restaurant Entrees: Is China A Viable Market for The U.S. Duck Industry?," 2014 Annual Meeting, July 27-29, 2014, Minneapolis, Minnesota 170717, Agricultural and Applied Economics Association.
    15. Greiner, Ben & Vittoria Levati, M., 2005. "Indirect reciprocity in cyclical networks: An experimental study," Journal of Economic Psychology, Elsevier, vol. 26(5), pages 711-731, October.
    16. Richartz, P. Christoph & Abdulai, Awudu & Kornher, Lukas, 2020. "Attribute Non Attendance and Consumer Preferences for Online Food Products in Germany," German Journal of Agricultural Economics, Humboldt-Universitaet zu Berlin, Department for Agricultural Economics, vol. 69(1), March.
    17. Ortega, David L. & Waldman, Kurt B. & Richardson, Robert B. & Clay, Daniel C. & Snapp, Sieglinde, 2016. "Sustainable Intensification and Farmer Preferences for Crop System Attributes: Evidence from Malawi’s Central and Southern Regions," World Development, Elsevier, vol. 87(C), pages 139-151.
    18. Francesco Bogliacino & Laura Jiménez & Gianluca Grimalda, 2015. "Consultative, Democracy and Trust," Documentos de Trabajo, Escuela de Economía 12696, Universidad Nacional de Colombia, FCE, CID.
    19. Apurba Shee & Calum G. Turvey & Ana Marr, 2021. "Heterogeneous Demand and Supply for an Insurance‐linked Credit Product in Kenya: A Stated Choice Experiment Approach," Journal of Agricultural Economics, Wiley Blackwell, vol. 72(1), pages 244-267, February.
    20. Shimelis Araya Geda & Rainer Kühl, 2021. "Exploring Smallholder Farmers’ Preferences for Climate-Smart Seed Innovations: Empirical Evidence from Southern Ethiopia," Sustainability, MDPI, vol. 13(5), pages 1-17, March.

    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:jageco:v:72:y:2021:i:1:p:134-157. 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: http://www.blackwellpublishing.com/journal.asp?ref=0021-857X .

    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.