IDEAS home Printed from https://ideas.repec.org/a/wly/agribz/v38y2022i1p236-255.html
   My bibliography  Save this article

Mobile money adoption, input use, and farm output among smallholder rice farmers in Ghana

Author

Listed:
  • Awal Abdul‐Rahaman
  • Awudu Abdulai

Abstract

Financial exclusion continues to be a major challenge to smallholder farmers' participation in agricultural value chains in developing countries. Digitizing procurements and other forms of transactions using mobile money technology among value chain actors is essential for ensuring financial inclusion and enhancing agricultural value chain transformation. This study examines the factors influencing the adoption of mobile money technology and the impact of the technology on production input use and farm output, utilizing data from a cross‐sectional survey of smallholder rice farmers in northern Ghana. A linear regression with endogenous treatment effects method is employed to account for both observable and unobservable selection bias. The results reveal positive and significant marginal effect of mobile money technology on input use and farm output. Adopters of the technology applied 18% and 13% more fertilizer and herbicides, respectively than nonadopters. The output increased by about 4% for the adopters. The results also show that mobile money technology adoption, input use and farm output are significantly influenced by education, farmer‐based organization (FBO) membership, access to credit, input prices, and location fixed effects. Expansion of mobile technology networks, increased investment in education, credit facilities, and FBOs can be quite relevant in promoting the adoption of mobile money technology in Ghana. [EconLit citations: C34, C35, Q12, Q13]

Suggested Citation

  • Awal Abdul‐Rahaman & Awudu Abdulai, 2022. "Mobile money adoption, input use, and farm output among smallholder rice farmers in Ghana," Agribusiness, John Wiley & Sons, Ltd., vol. 38(1), pages 236-255, January.
  • Handle: RePEc:wly:agribz:v:38:y:2022:i:1:p:236-255
    DOI: 10.1002/agr.21721
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/agr.21721
    Download Restriction: no

    File URL: https://libkey.io/10.1002/agr.21721?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. Abdul-Rahaman, Awal & Abdulai, Awudu, 2018. "Do farmer groups impact on farm yield and efficiency of smallholder farmers? Evidence from rice farmers in northern Ghana," Food Policy, Elsevier, vol. 81(C), pages 95-105.
    2. James Atta Peprah & Clement Oteng & Joshua Sebu, 2020. "Mobile Money, Output and Welfare Among Smallholder Farmers in Ghana," SAGE Open, , vol. 10(2), pages 21582440209, June.
    3. Heckman, James J, 1978. "Dummy Endogenous Variables in a Simultaneous Equation System," Econometrica, Econometric Society, vol. 46(4), pages 931-959, July.
    4. Awudu Abdulai & Wallace Huffman, 2014. "The Adoption and Impact of Soil and Water Conservation Technology: An Endogenous Switching Regression Application," Land Economics, University of Wisconsin Press, vol. 90(1), pages 26-43.
    5. William Jack & Tavneet Suri, 2014. "Risk Sharing and Transactions Costs: Evidence from Kenya's Mobile Money Revolution," American Economic Review, American Economic Association, vol. 104(1), pages 183-223, January.
    6. Awal Abdul‐Rahaman & Awudu Abdulai, 2020. "Vertical coordination mechanisms and farm performance amongst smallholder rice farmers in northern Ghana," Agribusiness, John Wiley & Sons, Ltd., vol. 36(2), pages 259-280, April.
    7. Beck, Thorsten & Pamuk, Haki & Ramrattan, Ravindra & Uras, Burak R., 2018. "Payment instruments, finance and development," Journal of Development Economics, Elsevier, vol. 133(C), pages 162-186.
    8. 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.
    9. Salimata Traore, 2020. "Farmer organizations and maize productivity in rural Burkina Faso: The effects of the diversion strategy on cotton input loans," Review of Development Economics, Wiley Blackwell, vol. 24(3), pages 1150-1166, August.
    10. Isaac Mbiti & David N. Weil, 2015. "Mobile Banking: The Impact of M-Pesa in Kenya," NBER Chapters, in: African Successes, Volume III: Modernization and Development, pages 247-293, National Bureau of Economic Research, Inc.
    11. Enoch M Kikulwe & Elisabeth Fischer & Matin Qaim, 2014. "Mobile Money, Smallholder Farmers, and Household Welfare in Kenya," PLOS ONE, Public Library of Science, vol. 9(10), pages 1-13, October.
    12. Kirui, Oliver K. & Okello, Julius J. & Nyikal, Rose A. & Njiraini, Georgina W., 2013. "Impact of Mobile Phone-Based Money Transfer Services in Agriculture: Evidence from Kenya," Quarterly Journal of International Agriculture, Humboldt-Universitaat zu Berlin, vol. 52(2), pages 1-22, May.
    13. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    14. Reardon, Thomas & Barrett, Christopher B. & Berdegué, Julio A. & Swinnen, Johan F.M., 2009. "Agrifood Industry Transformation and Small Farmers in Developing Countries," World Development, Elsevier, vol. 37(11), pages 1717-1727, November.
    15. Wanglin Ma & Awudu Abdulai, 2017. "The economic impacts of agricultural cooperatives on smallholder farmers in rural China," Agribusiness, John Wiley & Sons, Ltd., vol. 33(4), pages 537-551, September.
    16. Danso-Abbeam, Gideon & Baiyegunhi, Lloyd J.S., 2018. "Welfare impact of pesticides management practices among smallholder cocoa farmers in Ghana," Technology in Society, Elsevier, vol. 54(C), pages 10-19.
    17. Awal Abdul‐Rahaman & Awudu Abdulai, 2020. "Social networks, rice value chain participation and market performance of smallholder farmers in Ghana," African Development Review, African Development Bank, vol. 32(2), pages 216-227, June.
    18. Jeffrey M. Wooldridge, 2015. "Control Function Methods in Applied Econometrics," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 420-445.
    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. Yue Wang & Feilong Weng & Xuexi Huo, 2023. "Can Digital Finance Promote Professional Farmers’ Income Growth in China?—An Examination Based on the Perspective of Income Structure," Agriculture, MDPI, vol. 13(5), pages 1-22, May.
    2. Hongyun Zheng & Wanglin Ma & Yanzhi Guo, 2023. "Does nutrition knowledge training improve dietary diversity and nutrition intake? Insights from rural China," Agribusiness, John Wiley & Sons, Ltd., vol. 39(S1), pages 1417-1436, December.
    3. Nyanzu, Frederick & Baylis, Kathy, 2023. "Mobile Money Service, Financial Inclusion, and Ag-Investment in Developing Countries: Evidence from Ghana," 2023 Annual Meeting, July 23-25, Washington D.C. 335719, Agricultural and Applied Economics Association.
    4. Olumeh, Dennis Etemesi & Mithöfer, Dagmar, 2023. "Gender gaps in the collection and marketing of an underutilized plant species – Baobab in Malawi," Forest Policy and Economics, Elsevier, vol. 152(C).

    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. Yao, B. & Shanoyan, A., 2018. "The Use of Mobile Money Application and Smallholder Farmer Market Participation: Evidence form Cote d Ivoire and Tanzania," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277259, International Association of Agricultural Economists.
    2. Awal Abdul‐Rahaman & Gazali Issahaku & Wanglin Ma, 2023. "Agrifood system participation and production efficiency among smallholder vegetable farmers in Northern Ghana," Agribusiness, John Wiley & Sons, Ltd., vol. 39(3), pages 812-835, July.
    3. Aron, Janine, "undated". "'Leapfrogging': a Survey of the Nature and Economic Implications of Mobile Money," INET Oxford Working Papers 2017-02, Institute for New Economic Thinking at the Oxford Martin School, University of Oxford, revised Jan 2017.
    4. Chiara, De Gasperin & Valentina, Rotondi & Luca, Stanca, 2019. "Mobile Money and the Labor Market: Evidence from Developing Countries," Working Papers 403, University of Milano-Bicocca, Department of Economics, revised Mar 2019.
    5. Valentina Rotondi & Francesco C. Billari, 2022. "Mobile Money and School Participation: Evidence from Africa," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 41(1), pages 343-362, February.
    6. Valentina Rotondi & Francesco Billari, 2017. "Mobile Money and School Participation: Evidence from Low Income Countries," Working Papers 109, "Carlo F. Dondena" Centre for Research on Social Dynamics (DONDENA), Università Commerciale Luigi Bocconi.
    7. Amadu, Festus O. & McNamara, Paul E. & Davis, Kristin E., 2021. "Soil health and grain yield impacts of climate resilient agriculture projects: Evidence from southern Malawi," Agricultural Systems, Elsevier, vol. 193(C).
    8. Shahzad, Muhammad Faisal & Abdulai, Awudu, 2020. "Adaptation to extreme weather conditions and farm performance in rural Pakistan," Agricultural Systems, Elsevier, vol. 180(C).
    9. Weisong Qiu & Tieqi Wu & Peng Xue, 2022. "Can Mobile Payment Increase Household Income and Mitigate the Lower Income Condition Caused by Health Risks? Evidence from Rural China," IJERPH, MDPI, vol. 19(18), pages 1-15, September.
    10. Haseeb Ahmed & Benjamin W. Cowan, 2019. "Mobile Money and Healthcare Use: Evidence from East Africa," NBER Working Papers 25669, National Bureau of Economic Research, Inc.
    11. Wanglin Ma & Awal Abdul‐Rahaman & Gazali Issahaku, 2023. "Welfare implications of participating in agri‐value chains among vegetable farmers in Northern Ghana," Agribusiness, John Wiley & Sons, Ltd., vol. 39(3), pages 793-811, July.
    12. Krone Madlen & Dannenberg Peter, 2018. "Analysing the effects of information and communication technologies (ICTs) on the integration of East African farmers in a value chain context," ZFW – Advances in Economic Geography, De Gruyter, vol. 62(1), pages 65-81, March.
    13. Awal Abdul‐Rahaman & Awudu Abdulai, 2020. "Vertical coordination mechanisms and farm performance amongst smallholder rice farmers in northern Ghana," Agribusiness, John Wiley & Sons, Ltd., vol. 36(2), pages 259-280, April.
    14. Owusu-Sekyere, Enoch & Bibariwiah, Cindy & Owusu, Victor & Donkor, Emmanuel, 2021. "Farming under irrigation management transfer scheme and its impact on yield and net returns in Ghana," Land Use Policy, Elsevier, vol. 102(C).
    15. Martinson Ankrah Twumasi & Yuansheng Jiang & Bismark Addai & Zhao Ding & Abbas Ali Chandio & Prince Fosu & Dennis Asante & Anthony Siaw & Frank Osei Danquah & Bright Asiamah Korankye & Gideon Ntim-Amo, 2021. "The Impact of Cooperative Membership on Fish Farm Households’ Income: The Case of Ghana," Sustainability, MDPI, vol. 13(3), pages 1-16, January.
    16. Gazali Issahaku & Awudu Abdulai, 2020. "Can Farm Households Improve Food and Nutrition Security through Adoption of Climate‐smart Practices? Empirical Evidence from Northern Ghana," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 42(3), pages 559-579, September.
    17. Carlos Sakyi‐Nyarko & Ahmad Hassan Ahmad & Christopher J. Green, 2022. "Investigating the well‐being implications of mobile money access and usage from a multidimensional perspective," Review of Development Economics, Wiley Blackwell, vol. 26(2), pages 985-1009, May.
    18. Amadu, Festus O. & McNamara, Paul E. & Miller, Daniel C., 2020. "Yield effects of climate-smart agriculture aid investment in southern Malawi," Food Policy, Elsevier, vol. 92(C).
    19. Neubauer, Florian & Songsermsawas, Tisorn & Kámiche-Zegarra, Joanna & Bravo-Ureta, Boris E., 2022. "Technical efficiency and technological gaps correcting for selectivity bias: Insights from a value chain project in Nepal," Food Policy, Elsevier, vol. 112(C).
    20. Ahmed, Haseeb & Cowan, Benjamin, 2021. "Mobile money and healthcare use: Evidence from East Africa," World Development, Elsevier, vol. 141(C).

    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:wly:agribz:v:38:y:2022:i:1:p:236-255. 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://onlinelibrary.wiley.com/journal/10.1002/(ISSN)1520-6297 .

    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.