IDEAS home Printed from https://ideas.repec.org/a/ebl/ecbull/eb-24-00416.html
   My bibliography  Save this article

Towards food security in developing economies: a purposive household survey of credit accessibility and rice productivity in North East Nigeria

Author

Listed:
  • Obukohwo Oba Efayena

    (University of Nigeria)

  • Patricia Ngozi Buzugbe

    (University of Nigeria)

Abstract

This study investigated the influence of credit accessibility on rice productivity in North East Nigeria. The study used a multistage sampling strategy to choose 865 rice farming households. We analyzed the data using the endogenous switching regression model (ESRM) and inverse probability weighted regression adjustment (IPWRA). According to the conditional treatment effect, having access to financing increases the average farmer's yield by 0.731 times. The conditional treatment effect, which measures the impact of credit availability on rice yield, was 0.739 and statistically significant. As a result, the average farmer with credit would produce 0.739 times more than he or she would without credit. After accounting for both observable and unobservable variables, the study discovered that access to finance improves rice productivity among farmers in North East Nigeria. The study concludes by proposing policy options to improve rice productivity in North East Nigeria, and other rice-production regions in Nigeria generally.

Suggested Citation

  • Obukohwo Oba Efayena & Patricia Ngozi Buzugbe, 2025. "Towards food security in developing economies: a purposive household survey of credit accessibility and rice productivity in North East Nigeria," Economics Bulletin, AccessEcon, vol. 45(1), pages 344-356.
  • Handle: RePEc:ebl:ecbull:eb-24-00416
    as

    Download full text from publisher

    File URL: http://www.accessecon.com/Pubs/EB/2025/Volume45/EB-25-V45-I1-P32.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. James J. Heckman, 1976. "The Common Structure of Statistical Models of Truncation, Sample Selection and Limited Dependent Variables and a Simple Estimator for Such Models," NBER Chapters, in: Annals of Economic and Social Measurement, Volume 5, number 4, pages 475-492, National Bureau of Economic Research, Inc.
    2. Wooldridge, Jeffrey M., 2007. "Inverse probability weighted estimation for general missing data problems," Journal of Econometrics, Elsevier, vol. 141(2), pages 1281-1301, December.
    3. Jeffrey M. Wooldridge, 2003. "Cluster-Sample Methods in Applied Econometrics," American Economic Review, American Economic Association, vol. 93(2), pages 133-138, May.
    4. Arega Alene & V. Manyong, 2007. "The effects of education on agricultural productivity under traditional and improved technology in northern Nigeria: an endogenous switching regression analysis," Empirical Economics, Springer, vol. 32(1), pages 141-159, April.
    5. Obukohwo Oba Efayena & Hyacinth Eme Ichoku, 2024. "The Disability Gap In Employment In Developing Economies: Evidence From The Nigerian Labour Market," Economic Annals, Faculty of Economics and Business, University of Belgrade, vol. 69(242), pages 129-153, July – Se.
    6. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    7. de Brauw, Alan & Rozelle, Scott, 2008. "Migration and household investment in rural China," China Economic Review, Elsevier, vol. 19(2), pages 320-335, June.
    8. Michael Lokshin & Zurab Sajaia, 2004. "Maximum likelihood estimation of endogenous switching regression models," Stata Journal, StataCorp LLC, vol. 4(3), pages 282-289, September.
    9. Lee, Lung-Fei, 1978. "Unionism and Wage Rates: A Simultaneous Equations Model with Qualitative and Limited Dependent Variables," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 19(2), pages 415-433, June.
    10. Camillus Abawiera Wongnaa & Alhassan Abudu & Awal Abdul-Rahaman & Ernest Amegawovor Akey & Stephen Prah, 2023. "Input credit scheme, farm productivity and food security nexus among smallholder rice farmers: evidence from North East Ghana," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 83(4/5), pages 691-719, September.
    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. Sant’Anna, Pedro H.C. & Zhao, Jun, 2020. "Doubly robust difference-in-differences estimators," Journal of Econometrics, Elsevier, vol. 219(1), pages 101-122.
    2. Martin Huber, 2012. "Identification of Average Treatment Effects in Social Experiments Under Alternative Forms of Attrition," Journal of Educational and Behavioral Statistics, , vol. 37(3), pages 443-474, June.
    3. Song, Chunxiao & Liu, Ruifeng & Oxley, Oxley & Ma, Hengyun, 2018. "The adoption and impact of engineering-type measures to address climate change: evidence from the major grain-producing areas in China," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 62(4), October.
    4. Murtazashvili, Irina & Wooldridge, Jeffrey M., 2016. "A control function approach to estimating switching regression models with endogenous explanatory variables and endogenous switching," Journal of Econometrics, Elsevier, vol. 190(2), pages 252-266.
    5. Giorgio Calzolari & Antonino Di Pino, 2017. "Self-selection and direct estimation of across-regime correlation parameter," Journal of Applied Statistics, Taylor & Francis Journals, vol. 44(12), pages 2142-2160, September.
    6. Ojo, Temitope O. & Baiyegunhi, Lloyd J.S & Adetoro, Adetoso A. & Ogundeji, Abiodun A., 2021. "Adoption of Soil and Water Conservation Technology and Its Impact on the Productivity of Smallholder Rice Farmers in Southwest, Nigeria," 2021 Conference, August 17-31, 2021, Virtual 314981, International Association of Agricultural Economists.
    7. Tufa, Adane Hirpa & Alene, Arega D. & Manda, Julius & Akinwale, M.G. & Chikoye, David & Feleke, Shiferaw & Wossen, Tesfamicheal & Manyong, Victor, 2019. "The productivity and income effects of adoption of improved soybean varieties and agronomic practices in Malawi," World Development, Elsevier, vol. 124(C), pages 1-1.
    8. Boris Kaiser, 2016. "Decomposing differences in arithmetic means: a doubly robust estimation approach," Empirical Economics, Springer, vol. 50(3), pages 873-899, May.
    9. Malabayabas, Maria Luz L. & Mishra, Ashok K. & Pede, Valerien O., 2023. "Joint decision-making, technology adoption and food security: Evidence from rice varieties in eastern India," World Development, Elsevier, vol. 171(C).
    10. Kehinde, Ayodeji Damilola, 2021. "Impact of Credit Access and Cooperative Membership on Cocoa Productivity in Southwestern Nigeria," 2021 Conference, August 17-31, 2021, Virtual 315855, International Association of Agricultural Economists.
    11. T. O Ojo & L.J. S Baiyegunhi & A. O Salami, 2019. "Impact of Credit Demand on the Productivity of Rice Farmers in South West Nigeria," Journal of Economics and Behavioral Studies, AMH International, vol. 11(1), pages 166-180.
    12. Huber, Martin & Lechner, Michael & Wunsch, Conny, 2013. "The performance of estimators based on the propensity score," Journal of Econometrics, Elsevier, vol. 175(1), pages 1-21.
    13. Shaibu Baanni Azumah & William Adzawla & Augustine Logoti Tiweh, 2015. "Analysing the effect of microenterprise development on rural households` savings in the Tolon district of Ghana: A switching regression approach," Journal of Asian Business Strategy, Asian Economic and Social Society, vol. 5(6), pages 99-108, June.
    14. Armbruster, Kathrin & Beckmann, Michael & Kuhn, Dieter, 2012. "Task Allocation and Corporate Performance : is There a First-Mover Advantage?," Working papers 2012/07, Faculty of Business and Economics - University of Basel.
    15. Huber, Martin & Lechner, Michael & Wunsch, Conny, 2010. "How to Control for Many Covariates? Reliable Estimators Based on the Propensity Score," IZA Discussion Papers 5268, Institute of Labor Economics (IZA).
    16. Sènakpon Fidèle A. Dedehouanou & Luca Tiberti & Hilaire G. Houeninvo & Djohodo Inès Monwanou, 2019. "Working while studying: Employment premium or penalty for youth in Benin?," Working Papers PMMA 2019-03, PEP-PMMA.
    17. Tambo, Justice A. & Wünscher, Tobias, 2016. "Beyond adoption: welfare effects of farmer innovation behavior in Ghana," Discussion Papers 235297, University of Bonn, Center for Development Research (ZEF).
    18. Melaku, Astewale Bimr & Qaim, Matin & Debela, Bethelhem Legesse, 2024. "Maternal employment in high-value agriculture and child nutrition: Evidence from the Ethiopian cut-flower industry," Food Policy, Elsevier, vol. 128(C).
    19. N'dri, Lasme Mathieu & Kakinaka, Makoto, 2020. "Financial inclusion, mobile money, and individual welfare: The case of Burkina Faso," Telecommunications Policy, Elsevier, vol. 44(3).
    20. Trottmann, Maria & Zweifel, Peter & Beck, Konstantin, 2012. "Supply-side and demand-side cost sharing in deregulated social health insurance: Which is more effective?," Journal of Health Economics, Elsevier, vol. 31(1), pages 231-242.

    More about this item

    Keywords

    rice; accessibility; credit; welfare; household;
    All these keywords.

    JEL classification:

    • D1 - Microeconomics - - Household Behavior
    • Q1 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture

    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:ebl:ecbull:eb-24-00416. 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: John P. Conley (email available below). General contact details of provider: .

    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.