IDEAS home Printed from https://ideas.repec.org/p/ags/aaae16/249274.html
   My bibliography  Save this paper

The impact of urban growth on agricultural and rural non-farm growth in Kenya

Author

Listed:
  • Binswanger-Mkhize, Hans P.
  • Johnson, Timothy
  • Samboko, Paul Chimuka
  • You, Liangzhi

Abstract

To estimate the impact of urban growth on agricultural and rural nonfarm income growth we develop an urban gravity variable that reflects the economic activity of a city– total nighttime light emitted – which is a proxy income of each city. The light intensities were transformed into urban gravity variables depending on the distance of sample villages from the city, and their growth rates used for the analysis in regression equations. The key findings are as follows: Equal urban growth in all locations has an elasticity of 0.50 on agricultural income growth, and of 0.19 on rural non-farm income growth. Urban growth also has a large effect on education, followed by commercialization and then on the use of modern varieties. These in turn have a strong impact on agricultural and rural non-farm income. National urban growth has a larger impact on agricultural and rural non-farm growth than local urban growth. Once we account for the other control variables (roads, education, commercialization, modern varieties), the urban growth impact on agricultural growth is cut in half and for rural non-farm growth the urban growth impact disappears. For non-farm income almost the full impact of urban growth can be explained by its impacts on education. The elasticities of urban growth with respect to agricultural incomes via education, commercialization and HYV are 0.12, 0.10 and 0.05 respectively. Curiously, we cannot show an impact of agricultural growth on rural non-farm income growth.

Suggested Citation

  • Binswanger-Mkhize, Hans P. & Johnson, Timothy & Samboko, Paul Chimuka & You, Liangzhi, 2016. "The impact of urban growth on agricultural and rural non-farm growth in Kenya," 2016 Fifth International Conference, September 23-26, 2016, Addis Ababa, Ethiopia 249274, African Association of Agricultural Economists (AAAE).
    • Handle: RePEc:ags:aaae16:249274
    DOI: 10.22004/ag.econ.249274
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/249274/files/329.%20Urban%20growth%20on%20agricultural%20and%20non-farm%20income%20in%20Kenya.pdf
    Download Restriction: no
    File URL: https://libkey.io/10.22004/ag.econ.249274?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. Haggblade, Steven & Hazell, Peter & Brown, James, 1989. "Farm-nonfarm linkages in rural sub-Saharan Africa," World Development, Elsevier, vol. 17(8), pages 1173-1201, August.
    2. Lanjouw, Peter, 1999. "Rural Nonagricultural Employment and Poverty in Ecuador," Economic Development and Cultural Change, University of Chicago Press, vol. 48(1), pages 91-122, October.
    3. Paul Winters & Timothy Essam & Alberto Zezza & Benjamin Davis & Calogero Carletto, 2010. "Patterns of Rural Development: A Cross‐Country Comparison using Microeconomic Data," Journal of Agricultural Economics, Wiley Blackwell, vol. 61(3), pages 628-651, September.
    4. J. Vernon Henderson & Adam Storeygard & David N. Weil, 2012. "Measuring Economic Growth from Outer Space," American Economic Review, American Economic Association, vol. 102(2), pages 994-1028, April.
    5. Lanjouw, Jean O. & Lanjouw, Peter, 2001. "The rural non-farm sector: issues and evidence from developing countries," Agricultural Economics, Blackwell, vol. 26(1), pages 1-23, October.
    6. Christiaensen, Luc & Todo, Yasuyuki, 2014. "Poverty Reduction During the Rural–Urban Transformation – The Role of the Missing Middle," World Development, Elsevier, vol. 63(C), pages 43-58.
    7. Barrett, C. B. & Reardon, T. & Webb, P., 2001. "Nonfarm income diversification and household livelihood strategies in rural Africa: concepts, dynamics, and policy implications," Food Policy, Elsevier, vol. 26(4), pages 315-331, August.
    8. Haggblade, Steven & Hazell, Peter, 1989. "Agricultural technology and farm-nonfarm growth linkages," Agricultural Economics, Blackwell, vol. 3(4), pages 345-364, December.
    9. Deichmann, Uwe & Shilpi, Forhad & Vakis, Renos, 2009. "Urban Proximity, Agricultural Potential and Rural Non-farm Employment: Evidence from Bangladesh," World Development, Elsevier, vol. 37(3), pages 645-660, March.
    10. Haggblade, Steven & Hazell, Peter & Reardon, Thomas, 2010. "The Rural Non-farm Economy: Prospects for Growth and Poverty Reduction," World Development, Elsevier, vol. 38(10), pages 1429-1441, October.
    11. Alberto Isgut, 2004. "Non-farm Income and Employment in Rural Honduras: Assessing the Role of Locational Factors," Journal of Development Studies, Taylor & Francis Journals, vol. 40(3), pages 59-86.
    12. Reardon, Thomas & Berdegue, Julio & Escobar, German, 2001. "Rural Nonfarm Employment and Incomes in Latin America: Overview and Policy Implications," World Development, Elsevier, vol. 29(3), pages 395-409, March.
    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. Juan Soto & Milena Vargas & Julio A. Berdegué, 2018. "How Large Are the Contributions of Cities to the Development of Rural Communities? A Market Access Approach for a Quarter Century of Evidence from Chile," Documentos de Trabajo 17060, The Latin American and Caribbean Economic Association (LACEA).
    2. Vandercasteelen, Joachim & Beyene, Seneshaw Tamru & Minten, Bart & Swinnen, Johan, 2018. "Cities and agricultural transformation in Africa: Evidence from Ethiopia," World Development, Elsevier, vol. 105(C), pages 383-399.
    3. Li Ma & Shijun Wang & Anders Wästfelt, 2022. "The Poverty of Farmers in a Main Grain-Producing Area in Northeast China," Land, MDPI, vol. 11(5), pages 1-16, April.
    4. Diao, Xinshen & Magalhaes, Eduardo & Silver, Jed, 2019. "Cities and rural transformation: A spatial analysis of rural livelihoods in Ghana," World Development, Elsevier, vol. 121(C), pages 141-157.
    5. Qianwen Duan & Minghong Tan, 2019. "Spatial and Temporal Variations of Forest Cover in Developing Countries," Sustainability, MDPI, vol. 11(6), pages 1-15, March.
    6. Sabyasachi Tripathi & Chetana Rani, 2018. "The impact of agricultural activities on urbanization: evidence and implications for India," International Journal of Urban Sciences, Taylor & Francis Journals, vol. 22(1), pages 123-144, January.
    7. Diao, Xinshen & Fang, Peixun & Magalhaes, Eduardo & Pahl, Stefan & Silver, Jed, 2017. "Cities and rural transformation: A spatial analysis of rural youth livelihoods in Ghana," IFPRI discussion papers 1599, International Food Policy Research Institute (IFPRI).
    8. Sheng, Yu & Zhao, Yuhan & Zhang, Qian & Dong, Wanlu & Huang, Jikun, 2022. "Boosting rural labor off-farm employment through urban expansion in China," World Development, Elsevier, vol. 151(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. Jan Fałkowski & Maciej Jakubowski & Paweł Strawiński, 2014. "Returns from income strategies in rural Poland," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 22(1), pages 139-178, January.
    2. Kazi Iqbal & Md Nahid Ferdous Pabon & Md Wahid Ferdous Ibon, 2023. "Examining rural income and employment in Bangladesh: A case of structural changes in the rural nonfarm sector in a developing country," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 67(3), pages 364-387, July.
    3. Davis, Benjamin & Covarrubias, Katia & Stamoulis, Kostas G. & Winters, Paul C. & Carletto, Calogero & Quinones, Esteban & Zezza, Alberto & Di Giuseppe, Stefania, 2007. "Rural Income Generating Activities: A Cross Country Comparison," 106th Seminar, October 25-27, 2007, Montpellier, France 7913, European Association of Agricultural Economists.
    4. Davis, Benjamin & Winters, Paul & Carletto, Gero & Covarrubias, Katia & Quiñones, Esteban J. & Zezza, Alberto & Stamoulis, Kostas & Azzarri, Carlo & DiGiuseppe, Stefania, 2010. "A Cross-Country Comparison of Rural Income Generating Activities," World Development, Elsevier, vol. 38(1), pages 48-63, January.
    5. Davis,Benjamin K. & Di Giuseppe,Stefania & Zezza,Alberto & Davis,Benjamin K. & Di Giuseppe,Stefania & Zezza,Alberto, 2014. "Income diversification patterns in rural Sub-Saharan Africa : reassessing the evidence," Policy Research Working Paper Series 7108, The World Bank.
    6. Benjamin Davis & Paul Winters & Thomas Reardon & Kostas Stamoulis, 2009. "Rural nonfarm employment and farming: household‐level linkages," Agricultural Economics, International Association of Agricultural Economists, vol. 40(2), pages 119-123, March.
    7. Bezu, Sosina & Barrett, Christopher B., 2010. "Activity Choice in Rural Non-farm Employment (RNFE): Survival versus accumulative strategy," MPRA Paper 55034, University Library of Munich, Germany.
    8. Dedehouanou, Sènakpon Fidèle Ange & Araar, Abdelkrim & Ousseini, Aichatou & Harouna, Abdoulaziz Laouali & Jabir, Maimounata, 2018. "Spillovers from off-farm self-employment opportunities in rural Niger," World Development, Elsevier, vol. 105(C), pages 428-442.
    9. Almeida, Alexandre N. & Bravo-Ureta, Boris E., 2019. "Agricultural productivity, shadow wages and off-farm labor decisions in Nicaragua," Economic Systems, Elsevier, vol. 43(1), pages 99-110.
    10. Zeeshan & Geetilaxmi Mohapatra & Arun Kumar Giri, 2022. "How Farm Household Spends Their Non-farm Incomes in Rural India? Evidence from Longitudinal Data," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 34(4), pages 1967-1996, August.
    11. Rahman, Andaleeb, 2018. "Does off-farm income affect food security? Evidence from India," 2018 Annual Meeting, August 5-7, Washington, D.C. 273882, Agricultural and Applied Economics Association.
    12. Andaleeb Rahman & Sumit Mishra, 2020. "Does Non-farm Income Affect Food Security? Evidence from India," Journal of Development Studies, Taylor & Francis Journals, vol. 56(6), pages 1190-1209, June.
    13. Juan Soto & Milena Vargas & Julio A. Berdegué, 2018. "How Large Are the Contributions of Cities to the Development of Rural Communities? A Market Access Approach for a Quarter Century of Evidence from Chile," Documentos de Trabajo 17060, The Latin American and Caribbean Economic Association (LACEA).
    14. Jonasson, Erik & Helfand, Steven, 2008. "Locational Determinants of Rural Non-Agricultural Employment: Evidence from Brazil," Working Papers 2008:3, Lund University, Department of Economics.
    15. Diao, Xinshen & Magalhaes, Eduardo & Silver, Jed, 2019. "Cities and rural transformation: A spatial analysis of rural livelihoods in Ghana," World Development, Elsevier, vol. 121(C), pages 141-157.
    16. Marwan Benali & Bernhard Brümmer & Victor Afari‐Sefa, 2018. "Smallholder participation in vegetable exports and age‐disaggregated labor allocation in Northern Tanzania," Agricultural Economics, International Association of Agricultural Economists, vol. 49(5), pages 549-562, September.
    17. Peter Richards & Tom Reardon & David Tschirley & Thom Jayne & Jim Oehmke & David Atwood, 2016. "Cities and the future of agriculture and food security: a policy and programmatic roundtable," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 8(4), pages 871-877, August.
    18. Adugna Lemi, "undated". "The Dynamics of Income Diversification in Ethiopia: Evidence from Panel data," Working Papers 3, University of Massachusetts Boston, Economics Department.
    19. Talip Kilic & Calogero Carletto & Juna Miluka & Sara Savastano, 2009. "Rural nonfarm income and its impact on agriculture: evidence from Albania," Agricultural Economics, International Association of Agricultural Economists, vol. 40(2), pages 139-160, March.
    20. Deininger, Klaus & Jin, Songqing & Sur, Mona, 2007. "Sri Lanka's Rural Non-Farm Economy: Removing Constraints to Pro-Poor Growth," World Development, Elsevier, vol. 35(12), pages 2056-2078, December.

    More about this item

    Keywords

    Community/Rural/Urban Development; Land Economics/Use;

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:ags:aaae16:249274. 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: AgEcon Search (email available below). General contact details of provider: https://edirc.repec.org/data/aaaeaea.html .

    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.