IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0253412.html
   My bibliography  Save this article

Modelling smallholder farmers’ preferences for soil fertility management technologies in Benin: A stated preference approach

Author

Listed:
  • Segla Roch Cedrique Zossou
  • Patrice Ygue Adegbola
  • Brice Tiburce Oussou
  • Gustave Dagbenonbakin
  • Roch Mongbo

Abstract

The decline of soil fertility is a major constraint which results in lower levels of crop productivity, agricultural development and food security in Sub-Saharan Africa. This study is the first to perform a focalized investigation on the most interesting technological profiles to offer to each category of producers in Benin agricultural development hubs (ADHs) using the stated preference method, more precisely, the improved choice experiment method. The investigation focused on 1047 sampled plots from 962 randomly selected producers in villages of the Smallholder Agricultural Productivity Enhancement Program in Sub-Saharan Africa of the ADHs. An analysis of the experimental choice data with the endogenous attribute attendance and the latent class models was carried out to account for the attribute non-attendance phenomenon and the heterogeneity of the producers’ preferences. However, three classes of producer with different socio-economic, demographic, and soil physicochemical characteristics were identified. Thus, the heterogeneity of preferences was correlated with the attributes linked to the cost, sustainability, and frequency of plot maintenance. All producers, regardless of the ADHs, had a strong attachment to accessibility of technologies with short time restoration of soil fertility, and the ability to obtain additional benefits. These latest attributes, added to that relating to cost, tended to have a low probability of rejection in the decision-making process. These results have implications for local decision-makers facing the complex problem of resolving land degradation and local economic development challenges. The generalizability of these findings provides useful insight and direction for future studies in Sub-Saharan Africa.

Suggested Citation

  • Segla Roch Cedrique Zossou & Patrice Ygue Adegbola & Brice Tiburce Oussou & Gustave Dagbenonbakin & Roch Mongbo, 2021. "Modelling smallholder farmers’ preferences for soil fertility management technologies in Benin: A stated preference approach," PLOS ONE, Public Library of Science, vol. 16(6), pages 1-25, June.
    • Handle: RePEc:plo:pone00:0253412
    DOI: 10.1371/journal.pone.0253412
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0253412
    Download Restriction: no
    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0253412&type=printable
    Download Restriction: no
    File URL: https://libkey.io/10.1371/journal.pone.0253412?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. Scarpa Riccardo & Del Giudice Teresa, 2004. "Market Segmentation via Mixed Logit: Extra-Virgin Olive Oil in Urban Italy," Journal of Agricultural & Food Industrial Organization, De Gruyter, vol. 2(1), pages 1-20, August.
    2. Hole, Arne Risa, 2011. "A discrete choice model with endogenous attribute attendance," Economics Letters, Elsevier, vol. 110(3), pages 203-205, March.
    3. David L. Ortega & Patrick S. Ward, 2016. "Information processing strategies and framing effects in developing country choice experiments: results from rice farmers in India," Agricultural Economics, International Association of Agricultural Economists, vol. 47(5), pages 493-504, September.
    4. Jaffar Abbas & Jaffar Aman & Mohammad Nurunnabi & Shaher Bano, 2019. "The Impact of Social Media on Learning Behavior for Sustainable Education: Evidence of Students from Selected Universities in Pakistan," Sustainability, MDPI, vol. 11(6), pages 1-23, March.
    5. Riccardo Scarpa & Mara Thiene & David A. Hensher, 2010. "Monitoring Choice Task Attribute Attendance in Nonmarket Valuation of Multiple Park Management Services: Does It Matter?," Land Economics, University of Wisconsin Press, vol. 86(4), pages 817-839.
    6. Kunwar, Samrat B. & Bohara, Alok K. & Thacher, Jennifer, 2020. "Public preference for river restoration in the Danda Basin, Nepal: A choice experiment study," Ecological Economics, Elsevier, vol. 175(C).
    7. David Hensher & John Rose & William Greene, 2012. "Inferring attribute non-attendance from stated choice data: implications for willingness to pay estimates and a warning for stated choice experiment design," Transportation, Springer, vol. 39(2), pages 235-245, March.
    8. Mennecke, Brian & Townsend, Anthony & Hayes, Dermot J. & Lonergan, Steven, 2006. "A Study of the Factors That Influence Consumer Attitudes Toward Beef Products Using the Conjoint Market Analysis Tool," Staff General Research Papers Archive 12650, Iowa State University, Department of Economics.
    9. Junyi Shen, 2009. "Latent class model or mixed logit model? A comparison by transport mode choice data," Applied Economics, Taylor & Francis Journals, vol. 41(22), pages 2915-2924.
    10. Daniele Pacifico & Hong il Yoo, 2012. "A Stata module for estimating latent class conditional logit models via the Expectation-Maximization algorithm," Discussion Papers 2012-49, School of Economics, The University of New South Wales.
    11. Krah, Kwabena & Michelson, Hope & Perge, Emilie & Jindal, Rohit, 2019. "Constraints to adopting soil fertility management practices in Malawi: A choice experiment approach," World Development, Elsevier, vol. 124(C), pages 1-1.
    12. David Hensher & William Greene, 2003. "The Mixed Logit model: The state of practice," Transportation, Springer, vol. 30(2), pages 133-176, May.
    13. Touseef Hussain & Jaffar Abbas & Zou Wei & Mohammad Nurunnabi, 2019. "The Effect of Sustainable Urban Planning and Slum Disamenity on The Value of Neighboring Residential Property: Application of The Hedonic Pricing Model in Rent Price Appraisal," Sustainability, MDPI, vol. 11(4), pages 1-20, February.
    14. Arne Risa Hole, 2013. "Mixed logit modeling in Stata--an overview," United Kingdom Stata Users' Group Meetings 2013 23, Stata Users Group.
    15. Kelvin J. Lancaster, 1966. "A New Approach to Consumer Theory," Journal of Political Economy, University of Chicago Press, vol. 74(2), pages 132-132.
    16. Shackle,G. L. S., 2012. "Expectation in Economics," Cambridge Books, Cambridge University Press, number 9781107629141, January.
    17. Jaffar Abbas & Shahid Mahmood & Hashim Ali & Muhammad Ali Raza & Ghaffar Ali & Jaffar Aman & Shaher Bano & Mohammad Nurunnabi, 2019. "The Effects of Corporate Social Responsibility Practices and Environmental Factors through a Moderating Role of Social Media Marketing on Sustainable Performance of Business Firms," Sustainability, MDPI, vol. 11(12), pages 1-33, June.
    18. Abbasi, Kashif Raza & Abbas, Jaffar & Tufail, Muhammad, 2021. "Revisiting electricity consumption, price, and real GDP: A modified sectoral level analysis from Pakistan," Energy Policy, Elsevier, vol. 149(C).
    19. Cembalo, Luigi & Cicia, Gianni & Del Giudice, Teresa, 2009. "The influence of country of origin on German consumer preferences for peaches: a latent class choice model," 113th Seminar, September 3-6, 2009, Chania, Crete, Greece 57997, European Association of Agricultural Economists.
    20. Jaffar Abbas & Qingyu Zhang & Iftikhar Hussain & Sabahat Akram & Aneeqa Afaq & Muhammad Afzal Shad, 2020. "Sustainable Innovation in Small Medium Enterprises: The Impact of Knowledge Management on Organizational Innovation through a Mediation Analysis by Using SEM Approach," Sustainability, MDPI, vol. 12(6), pages 1-19, March.
    21. Adekambi, Souleimane Adeyemi & Adegbola, Patrice Ygue & Arouna, Aminou, 2010. "Perception paysanne et adoption des biopesticides et/ou extraits botaniques en production maraîchère au Bénin," 2010 AAAE Third Conference/AEASA 48th Conference, September 19-23, 2010, Cape Town, South Africa 95917, African Association of Agricultural Economists (AAAE).
    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. Evelyne Gbénou-Sissinto & Ygué P. Adegbola & Gauthier Biaou & Roch C. Zossou, 2018. "Farmers’ Willingness to Pay for New Storage Technologies for Maize in Northern and Central Benin," Sustainability, MDPI, vol. 10(8), pages 1-21, August.
    2. Gonçalves, Tânia & Lourenço-Gomes, Lina & Pinto, Lígia M. Costa, 2022. "The role of attribute non-attendance on consumer decision-making: Theoretical insights and empirical evidence," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 788-805.
    3. Macario Rodríguez‐Entrena & Anastasio J. Villanueva & José A. Gómez‐Limón, 2019. "Unraveling determinants of inferred and stated attribute nonattendance: Effects on farmers’ willingness to accept to join agri‐environmental schemes," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 67(1), pages 31-52, March.
    4. Chen, Xuqi & Shen, Meng & Gao, Zhifeng, 2017. "Impact of Intra-respondent Variations in Attribute Attendance on Consumer Preference in Food Choice," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 258509, Agricultural and Applied Economics Association.
    5. David Hensher & Andrew Collins & William Greene, 2013. "Accounting for attribute non-attendance and common-metric aggregation in a probabilistic decision process mixed multinomial logit model: a warning on potential confounding," Transportation, Springer, vol. 40(5), pages 1003-1020, September.
    6. Jun Zhang & Jiangquan Wang & Linling Zhang & Lei Zhao, 2022. "Impact of industrialization on China’s regional energy security in the New Era," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(6), pages 8418-8440, June.
    7. Stephane Hess, 2014. "Latent class structures: taste heterogeneity and beyond," Chapters, in: Stephane Hess & Andrew Daly (ed.), Handbook of Choice Modelling, chapter 14, pages 311-330, Edward Elgar Publishing.
    8. Nourhane Merabet & Lina Chouichi & Kaouther Kerboua, 2022. "Numerical design and simulation of a thermodynamic solar solution for a pilot residential building at the edge of the sun-belt region," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(11), pages 12582-12608, November.
    9. Robert J. Johnston & Kevin J. Boyle & Wiktor (Vic) Adamowicz & Jeff Bennett & Roy Brouwer & Trudy Ann Cameron & W. Michael Hanemann & Nick Hanley & Mandy Ryan & Riccardo Scarpa & Roger Tourangeau & Ch, 2017. "Contemporary Guidance for Stated Preference Studies," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 4(2), pages 319-405.
    10. Erlend Dancke Sandorf & Danny Campbell, 2019. "Accommodating satisficing behaviour in stated choice experiments," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 46(1), pages 133-162.
    11. Caputo, Vincenzina & Loo, Ellen J. Van & Scarpa, Riccardo & Nayga, Rodolfo M. Jr & Verbeke, Wim, 2014. "“Using Experiments to Address Attribute Non-attendance in Consumer Food Choices”," 2014 Annual Meeting, July 27-29, 2014, Minneapolis, Minnesota 177173, Agricultural and Applied Economics Association.
    12. Logar, Ivana & Brouwer, Roy & Campbell, Danny, 2020. "Does attribute order influence attribute-information processing in discrete choice experiments?," Resource and Energy Economics, Elsevier, vol. 60(C).
    13. Daniel R. Petrolia & Matthew G. Interis & Joonghyun Hwang, 2018. "Single-Choice, Repeated-Choice, and Best-Worst Scaling Elicitation Formats: Do Results Differ and by How Much?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 69(2), pages 365-393, February.
    14. 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.
    15. Su, Jie & Gasparatos, Alexandros, 2024. "Assessing the heterogeneity of public acceptability for mangrove restoration through a choice experiment," Ecological Economics, Elsevier, vol. 218(C).
    16. Rombach, Meike & Widmar, Nicole Olynk & Byrd, Elizabeth & Bitsch, Vera, 2018. "Do all roses smell equally sweet? Willingness to pay for flower attributes in specialized retail settings by German consumers," Journal of Retailing and Consumer Services, Elsevier, vol. 40(C), pages 91-99.
    17. Abbasi, Kashif Raza & Adedoyin, Festus Fatai & Abbas, Jaffar & Hussain, Khadim, 2021. "The impact of energy depletion and renewable energy on CO2 emissions in Thailand: Fresh evidence from the novel dynamic ARDL simulation," Renewable Energy, Elsevier, vol. 180(C), pages 1439-1450.
    18. Marit E. Kragt & J.W. Bennett, 2011. "Using choice experiments to value catchment and estuary health in Tasmania with individual preference heterogeneity," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 55(2), pages 159-179, April.
    19. Sandorf, Erlend Dancke & Crastes dit Sourd, Romain & Mahieu, Pierre-Alexandre, 2018. "The effect of attribute-alternative matrix displays on preferences and processing strategies," Journal of choice modelling, Elsevier, vol. 29(C), pages 113-132.
    20. Pascoe, Sean & Doshi, Amar & Kovac, Mladen & Austin, Angelica, 2019. "Estimating coastal and marine habitat values by combining multi-criteria methods with choice experiments," Ecosystem Services, Elsevier, vol. 38(C), pages 1-1.

    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:plo:pone00:0253412. 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: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    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.