[go: up one dir, main page]

IDEAS home Printed from https://ideas.repec.org/a/sae/mareco/v14y2020i2p226-246.html
   My bibliography  Save this article

Access to Credit, Farm Productivity and Market Participation in Ghana: A Conditional Mixed Process Approach

Author

Listed:
  • Hamdiyah Alhassan

    (Hamdiyah Alhassan, is at the Department of Agricultural and Resource Economics, University for Development Studies, Tamale, Ghana, email: abena567@yahoo.co.uk)

  • Benjamin Musah Abu

    (Benjamin Musah Abu is at the Department of Economics and Entrepreneurship Development, University for Development Studies, Tamale, Ghana, email: abmusah@uds.edu.gh)

  • Paul Kwame Nkegbe

    (Paul Kwame Nkegbe (corresponding author) is at the Department of Economics and Entrepreneurship Development, University for Development Studies, Tamale, Ghana.)

Abstract
This study tests the hypothesis of whether credit impacts productivity, and whether productivity in turn impacts market participation under a simultaneous modelling framework of credit, productivity and market participation, which has not been pursued in the literature. Using data from the Ghana Living Standards Survey Round 6, we applied a conditional mixed process estimation technique to correct for selectivity bias and unobserved endogeneity. We find that credit positively impacts productivity, which in turn positively impacts market participation. Furthermore, other determinants such as roads, public transport, radio and phone, and compliance with extension advice positively influence productivity while availability of markets and multiple cropping in a season increase the decision to sell maize. These findings imply that the transmission mechanism to transform the subsistence nature of Ghanaian agriculture into a sector characterized by commercial agriculture is to enhance access to credit, which in turn would stimulate productivity, which in turn would enhance market engagement. JEL Classification: Q12, Q13, Q14

Suggested Citation

  • Hamdiyah Alhassan & Benjamin Musah Abu & Paul Kwame Nkegbe, 2020. "Access to Credit, Farm Productivity and Market Participation in Ghana: A Conditional Mixed Process Approach," Margin: The Journal of Applied Economic Research, National Council of Applied Economic Research, vol. 14(2), pages 226-246, May.
  • Handle: RePEc:sae:mareco:v:14:y:2020:i:2:p:226-246
    DOI: 10.1177/0973801020904490
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/0973801020904490
    Download Restriction: no

    File URL: https://libkey.io/10.1177/0973801020904490?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. Bao Duong, Pham & Izumida, Yoichi, 2002. "Rural Development Finance in Vietnam: A Microeconometric Analysis of Household Surveys," World Development, Elsevier, vol. 30(2), pages 319-335, February.
    2. Gershon Feder & Lawrence J. Lau & Justin Y. Lin & Xiaopeng Luo, 1990. "The Relationship between Credit and Productivity in Chinese Agriculture: A Microeconomic Model of Disequilibrium," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 72(5), pages 1151-1157.
    3. Abbas Ali Chandio & Yuansheng Jiang & Feng Wei & Abdul Rehman & Dan Liu, 2017. "Famers’ access to credit: Does collateral matter or cash flow matter?—Evidence from Sindh, Pakistan," Cogent Economics & Finance, Taylor & Francis Journals, vol. 5(1), pages 1369383-136, January.
    4. Barrett, Christopher B. & Bellemare, Marc F. & Hou, Janet Y., 2010. "Reconsidering Conventional Explanations of the Inverse Productivity-Size Relationship," World Development, Elsevier, vol. 38(1), pages 88-97, January.
    5. Kumar, Anjani & Mishra, Ashok K. & Saroj, Sunil & Joshi, P.K., 2017. "Institutional versus non-institutional credit to agricultural households in India: Evidence on impact from a national farmers’ survey," Economic Systems, Elsevier, vol. 41(3), pages 420-432.
    6. Mukasa Adamon N. & Anthony M. Simpasa & Adeleke Oluwole Salami, 2017. "Working Paper 247 - Credit constraints and farm productivity: Micro-level evidence from smallholder farmers in Ethiopia," Working Paper Series 2356, African Development Bank.
    7. Kimhi, Ayal, 2003. "Plot Size And Maize Productivity In Zambia: The Inverse Relationship Re-Examined," Discussion Papers 14980, Hebrew University of Jerusalem, Department of Agricultural Economics and Management.
    8. Stephan J. Goetz, 1992. "A Selectivity Model of Household Food Marketing Behavior in Sub-Saharan Africa," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 74(2), pages 444-452.
    9. Okoye, B.C & Onyenweaku, C.E & Asumugha, G.N, 2007. "Economic Efficiency of Small-Holder Cocoyam Farmers in Anambra State, Nigeria: A Translog Stochastic Frontier Cost Function Approach," MPRA Paper 16284, University Library of Munich, Germany.
    10. Daniel Ayalew Ali & Klaus Deininger & Marguerite Duponchel, 2014. "Credit Constraints and Agricultural Productivity: Evidence from rural Rwanda," Journal of Development Studies, Taylor & Francis Journals, vol. 50(5), pages 649-665, May.
    11. Mekonnen, Tigist, 2017. "Impact of agricultural technology adoption on market participation in the rural social network system," MERIT Working Papers 2017-008, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    12. Sadoulet, Elisabeth & de Janvry, Alain & Benjamin, Catherine, 1996. "Household Behavior With Imperfect Labor Markets," CUDARE Working Papers 25044, University of California, Berkeley, Department of Agricultural and Resource Economics.
    13. Anzoategui, Diego & Demirgüç-Kunt, Asli & Martínez Pería, María Soledad, 2014. "Remittances and Financial Inclusion: Evidence from El Salvador," World Development, Elsevier, vol. 54(C), pages 338-349.
    14. Donald F. Larson & Keijiro Otsuka & Tomoya Matsumoto & Talip Kilic, 2014. "Should African rural development strategies depend on smallholder farms? An exploration of the inverse-productivity hypothesis," Agricultural Economics, International Association of Agricultural Economists, vol. 45(3), pages 355-367, May.
    15. Kumar, Anjani & Mishra, Ashok K. & Saroj, Sunil & Joshi, Pramod Kumar, 2017. "Institutional versus noninstitutional credit to agricultural households in India: Evidence on impact from a national farmers’ survey," IFPRI discussion papers 1614, International Food Policy Research Institute (IFPRI).
    16. Olwande, John & Mathenge, Mary K., 2012. "Market Participation among Poor Rural Households in Kenya," 2012 Conference, August 18-24, 2012, Foz do Iguacu, Brazil 126711, International Association of Agricultural Economists.
    17. Benjamin Musah Abu & Haruna Issahaku & Paul Kwame Nkegbe, 2016. "Farmgate versus market centre sales: a multi-crop approach," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 4(1), pages 1-16, December.
    18. Sudha Narayanan, 2016. "The productivity of agricultural credit in India," Agricultural Economics, International Association of Agricultural Economists, vol. 47(4), pages 399-409, July.
    19. Onyenweaku, C.E & Okoye, B.C, 2007. "Technical Efficiency of Small-Holder Cocoyam Farmers in Anambra State, Nigeria, Using a Translog Stochastic Frontier Production Function," MPRA Paper 16282, University Library of Munich, Germany.
    20. George A. Akerlof, 1970. "The Market for "Lemons": Quality Uncertainty and the Market Mechanism," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 84(3), pages 488-500.
    21. Marc F. Bellemare & Christopher B. Barrett, 2006. "An Ordered Tobit Model of Market Participation: Evidence from Kenya and Ethiopia," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(2), pages 324-337.
    22. Holloway, Garth & Nicholson, Charles & Delgado, Chris & Staal, Steve & Ehui, Simeon, 2000. "Agroindustrialization through institutional innovation: Transaction costs, cooperatives and milk-market development in the east-African highlands," Agricultural Economics, Blackwell, vol. 23(3), pages 279-288, September.
    23. Mamudu A. Akudugu & Irene S. Egyir & Akwasi Mensah‐Bonsu, 2009. "Women farmers' access to credit from rural banks in Ghana," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 69(3), pages 284-299, November.
    24. Nigel Key & Elisabeth Sadoulet & Alain De Janvry, 2000. "Transactions Costs and Agricultural Household Supply Response," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 82(2), pages 245-259.
    25. Barrett, Christopher B., 2008. "Smallholder market participation: Concepts and evidence from eastern and southern Africa," Food Policy, Elsevier, vol. 33(4), pages 299-317, August.
    26. Foltz, Jeremy D., 2004. "Credit market access and profitability in Tunisian agriculture," Agricultural Economics, Blackwell, vol. 30(3), pages 229-240, May.
    27. Marcel Fafchamps & Ruth Vargas Hill, 2005. "Selling at the Farmgate or Traveling to Market," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(3), pages 717-734.
    28. Awotide, B.A. & Abdoulaye, Tahirou & Alene, Arega & Manyong, Victor M., 2015. "Impact of Access to Credit on Agricultural Productivity: Evidence from Smallholder Cassava Farmers in Nigeria," 2015 Conference, August 9-14, 2015, Milan, Italy 210969, International Association of Agricultural Economists.
    29. Samuel Sekyi & Benjamin Musah Abu & Paul Kwame Nkegbe, 2017. "Farm credit access, credit constraint and productivity in Ghana," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 77(4), pages 446-462, November.
    30. William J. Burke & Robert J. Myers & Thomas S. Jayne, 2015. "A Triple-Hurdle Model of Production and Market Participation in Kenya's Dairy Market," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 97(4), pages 1227-1246.
    31. Abbas Ali Chandio & Yuansheng Jiang & Feng Wei & Xu Guangshun, 2018. "Effects of agricultural credit on wheat productivity of small farms in Sindh, Pakistan," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 78(5), pages 592-610, August.
    32. David Roodman, 2011. "Fitting fully observed recursive mixed-process models with cmp," Stata Journal, StataCorp LP, vol. 11(2), pages 159-206, June.
    33. Benjamin Musah Abu & Issahaku Haruna, 2017. "Financial inclusion and agricultural commercialization in Ghana: an empirical investigation," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 77(4), pages 524-544, November.
    34. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
    35. Garth J. Holloway & Jeffrey H. Dorfman & Simeon K. Ehui, 2001. "Tobit Estimation with Unknown Point of Censoring with an Application to Milk Market Participation in the Ethiopian Highlands," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 49(3), pages 293-311, November.
    36. Rios, Ana R. & Shively, Gerald E. & Masters, William A., 2009. "Farm Productivity and Household Market Participation: Evidence from LSMS Data," 2009 Conference, August 16-22, 2009, Beijing, China 51031, International Association of Agricultural Economists.
    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. Khush Bukhat Zahid, 2023. "Household Market Participation, Access, and Farm Productivity in AJK: Evidence from Farm Household Data," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 62(3), pages 375-394.
    2. Richard Agbanyo & James Atta Peprah, 2021. "National health insurance and the choice of delivery facility among expectant mothers in Ghana," International Journal of Health Economics and Management, Springer, vol. 21(1), pages 27-49, March.
    3. Daniel Adu Ankrah & Bright Owusu Asante & Stephen Prah & Forster K. Boateng, 2024. "Impact of digital financial inclusion on the participation in farmer‐based organisations, structured market and off‐farm work in Ghana," Journal of International Development, John Wiley & Sons, Ltd., vol. 36(2), pages 1254-1273, March.
    4. Ali Sher & Saman Mazhar & Hossein Azadi & Guanghua Lin, 2020. "Smallholder Commercialization and Urban-Rural Linkages: Effect of Interest-Free Agriculture Credit on Market Participation of Rice Growers in Pakistan," Land, MDPI, vol. 10(1), pages 1-24, December.
    5. Mohammed, Kamaldeen & Batung, Evans & Saaka, Sulemana Ansumah & Kansanga, Moses Mosonsieyiri & Luginaah, Isaac, 2023. "Determinants of mechanized technology adoption in smallholder agriculture: Implications for agricultural policy," Land Use Policy, Elsevier, vol. 129(C).
    6. Khun, Channary & Lim, Sokchea, 2023. "Productivity and market participation: Cambodian rice farmers," Journal of Asian Economics, Elsevier, vol. 88(C).
    7. Simphiwe Innocentia Hlatshwayo & Rob Slotow & Mjabuliseni Simon Cloapas Ngidi, 2023. "The Role of Smallholder Farming on Rural Household Dietary Diversity," Agriculture, MDPI, vol. 13(3), pages 1-16, February.
    8. Paul Kwame Nkegbe & Abdelkrim Araar & Benjamin Musah Abu & Hamdiyah Alhassan & Yazidu Ustarz & Edinam Dope Setsoafia & Shamsia Abdul-Wahab, 2022. "Nonfarm activity and market participation by farmers in Ghana," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 10(1), pages 1-23, December.
    9. Xiaojing Li & Xianli Xia & Jiazhen Ren, 2022. "Can the Participation in Quality Certification of Agricultural Products Drive the Green Production Transition?," IJERPH, MDPI, vol. 19(17), pages 1-16, September.

    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. Khun, Channary & Lim, Sokchea, 2023. "Productivity and market participation: Cambodian rice farmers," Journal of Asian Economics, Elsevier, vol. 88(C).
    2. Melkani, Aakanksha & Mason, Nicole & Mather, David & Chisanga, Brian & Jayne, Thom, 2021. "Smallholder Market Participation and Choice of Marketing Channel in the Presence of Liquidity Constraints: Evidence from Zambian Maize Markets," 2021 Conference, August 17-31, 2021, Virtual 315273, International Association of Agricultural Economists.
    3. Porgo, Mohamed & Kuwornu, John K.M. & Zahonogo, Pam & Jatoe, John Baptist D. & Egyir, Irene S., 2018. "Credit constraints and cropland allocation decisions in rural Burkina Faso," Land Use Policy, Elsevier, vol. 70(C), pages 666-674.
    4. Samuel Sekyi & Benjamin Musah Abu & Paul Kwame Nkegbe, 2020. "Effects of farm credit access on agricultural commercialization in Ghana: Empirical evidence from the northern Savannah ecological zone," African Development Review, African Development Bank, vol. 32(2), pages 150-162, June.
    5. Benjamin Musah Abu & Haruna Issahaku & Paul Kwame Nkegbe, 2016. "Farmgate versus market centre sales: a multi-crop approach," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 4(1), pages 1-16, December.
    6. Catherine Guirkinger & Stephen R. Boucher, 2008. "Credit constraints and productivity in Peruvian agriculture," Agricultural Economics, International Association of Agricultural Economists, vol. 39(3), pages 295-308, November.
    7. Balana, Bedru & Oyeyemi, Motunrayo, 2021. "Credit Constraints and Adoption of Agricultural Technologies in Developing Countries? Evidence from Nigeria," 2021 Conference, August 17-31, 2021, Virtual 315347, International Association of Agricultural Economists.
    8. Yitayew, Asresu & Kassie, Girma T. & Yigezu, Yigezu A., 2023. "Market participation and pastoral welfare in drought-prone areas: A dose-response analysis," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1415-1429.
    9. Tabe-Ojong, M.P.J. & Mausch, K. & Woldeyohanes, T. & Heckelei, T., 2018. "A Triple-Hurdle Model of the Impacts of Improved Chickpea Adoption on Smallholder Production and Commercialization in Ethiopia," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277287, International Association of Agricultural Economists.
    10. Momanyi, Denis & Lagat, Prof. Job K. & Ayuya, Dr. Oscar I., 2016. "Analysis of the Marketing Behaviour of African Indigenous Leafy Vegetables among Smallholder Farmers in Nyamira County, Kenya," MPRA Paper 69202, University Library of Munich, Germany, revised 27 Jan 2016.
    11. 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.
    12. Mignouna, D.B. & Abdoulaye, T. & Alene, A. & Akinola, A.A. & Manyong, V.M., 2015. "Drivers of Market Participation Decisions among Small-scale Farmers in Yam Growing Areas of Nigeria and Ghana," 2015 Conference, August 9-14, 2015, Milan, Italy 230219, International Association of Agricultural Economists.
    13. Paswel P. Marenya & Christopher B. Barrett, 2009. "Soil quality and fertilizer use rates among smallholder farmers in western Kenya," Agricultural Economics, International Association of Agricultural Economists, vol. 40(5), pages 561-572, September.
    14. Seng, Kimty, 2016. "The Effects of Market Participation on Farm Households’ Food Security in Cambodia: An endogenous switching approach," MPRA Paper 69669, University Library of Munich, Germany.
    15. Reyes, Byron & Donovan, Cynthia & Bernsten, Richard H. & Maredia, Mywish K., 2012. "Market participation and sale of potatoes by smallholder farmers in the central highlands of Angola: A Double Hurdle approach," 2012 Conference, August 18-24, 2012, Foz do Iguacu, Brazil 126655, International Association of Agricultural Economists.
    16. B.C. Okoye & A. Abass & B. Bachwenkizi & G. Asumugha & B. Alenkhe & R. Ranaivoson & R. Randrianarivelo & N. Rabemanantsoa & I. Ralimanana, 2016. "Effect of transaction costs on market participation among smallholder cassava farmers in Central Madagascar," Cogent Economics & Finance, Taylor & Francis Journals, vol. 4(1), pages 1143597-114, December.
    17. Anh, Nguyen Tuan & Gan, Christopher & Anh, Dao Le Trang, 2022. "Multi-market credit rationing: The determinants of and impacts on farm performance in Vietnam," Economic Analysis and Policy, Elsevier, vol. 75(C), pages 159-173.
    18. Jisha, K K & Palakkeel, Prashobhan, 2023. "Availability of agricultural credit: determinants, marginal effect, and predicted probability," Agricultural and Resource Economics: International Scientific E-Journal, Agricultural and Resource Economics: International Scientific E-Journal, vol. 9(4), December.
    19. CAMARA, Alhassane, 2017. "Market participation of smallholders and the role of the upstream segment: evidence from Guinea," MPRA Paper 78903, University Library of Munich, Germany, revised May 2017.
    20. Mukasa Adamon N. & Anthony M. Simpasa & Adeleke Oluwole Salami, 2017. "Working Paper 247 - Credit constraints and farm productivity: Micro-level evidence from smallholder farmers in Ethiopia," Working Paper Series 2356, African Development Bank.

    More about this item

    Keywords

    Access to Credit; Productivity; Market Participation; Conditional Mixed Process; Ghana;
    All these keywords.

    JEL classification:

    • Q12 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Micro Analysis of Farm Firms, Farm Households, and Farm Input Markets
    • Q13 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Markets and Marketing; Cooperatives; Agribusiness
    • Q14 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Finance

    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:sae:mareco:v:14:y:2020:i:2:p:226-246. 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: SAGE Publications (email available below). General contact details of provider: http://www.ncaer.org/ .

    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.