[go: up one dir, main page]

IDEAS home Printed from https://ideas.repec.org/p/fpr/nsspwp/67.html
   My bibliography  Save this paper

Variability in agricultural productivity and rural household consumption inequality: Evidence from Nigeria and Uganda

Author

Listed:
  • Amare, Mulubrhan
  • Shiferaw, Bekele
  • Takeshima, Hiroyuki
  • Mavrotas, George
Abstract
This paper uses multiple rounds of household survey panel data to assess the distributional implications of variability in agricultural productivity in Nigeria and Uganda. It uses both a conventional decomposition and a regression-based inequality decomposition to estimate the impact of climate-induced variability in agricultural productivity. To mitigate the endogeneity associated with unobserved time-invariant and time-variant household fixed effects, we use rainfall shocks as a proxy for estimating the exogenous variability in agricultural productivity that affects consumption. Results suggest that a 10 percent increase in the variability of agricultural productivity tends to decrease household consumption by 38 and 52 percent on average for Nigeria and Uganda, respectively. Controlling for other factors, variability in agricultural productivity contributed to between 25 and 43 percent of consumption inequality between 2010 and 2015 for Nigeria; and 16 and 31 percent of consumption inequality between 2009 and 2011 for Uganda. We also show that variability in agricultural productivity increases changes in consumption inequality over time.

Suggested Citation

  • Amare, Mulubrhan & Shiferaw, Bekele & Takeshima, Hiroyuki & Mavrotas, George, 2021. "Variability in agricultural productivity and rural household consumption inequality: Evidence from Nigeria and Uganda," NSSP working papers 67, International Food Policy Research Institute (IFPRI).
  • Handle: RePEc:fpr:nsspwp:67
    as

    Download full text from publisher

    File URL: https://www.ifpri.org/cdmref/p15738coll2/id/134237/filename/134447.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Stefan Dercon & Douglas Gollin, 2014. "Agriculture in African Development: Theories and Strategies," Annual Review of Resource Economics, Annual Reviews, vol. 6(1), pages 471-492, October.
    2. Thirtle, Colin & Lin, Lin & Piesse, Jenifer, 2003. "The Impact of Research-Led Agricultural Productivity Growth on Poverty Reduction in Africa, Asia and Latin America," World Development, Elsevier, vol. 31(12), pages 1959-1975, December.
    3. Rocha, Rudi & Soares, Rodrigo R., 2015. "Water scarcity and birth outcomes in the Brazilian semiarid," Journal of Development Economics, Elsevier, vol. 112(C), pages 72-91.
    4. J. Behrman & T.N. Srinivasan (ed.), 1995. "Handbook of Development Economics," Handbook of Development Economics, Elsevier, edition 1, volume 3, number 4.
    5. Mike Brewer & Liam Wren-Lewis, 2016. "Accounting for Changes in Income Inequality: Decomposition Analyses for the UK, 1978–2008," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 78(3), pages 289-322, June.
    6. Dercon, Stefan & Christiaensen, Luc, 2011. "Consumption risk, technology adoption and poverty traps: Evidence from Ethiopia," Journal of Development Economics, Elsevier, vol. 96(2), pages 159-173, November.
    7. Marrero, Gustavo A. & Rodríguez, Juan G., 2013. "Inequality of opportunity and growth," Journal of Development Economics, Elsevier, vol. 104(C), pages 107-122.
    8. Frank Cowell & Carlo Fiorio, 2011. "Inequality decompositions—a reconciliation," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 9(4), pages 509-528, December.
    9. Hans P. Binswanger & Klaus Deininger, 1997. "Explaining Agricultural and Agrarian Policies in Developing Countries," Journal of Economic Literature, American Economic Association, vol. 35(4), pages 1958-2005, December.
    10. Mulubrhan Amare & Bekele Shiferaw, 2017. "Nonfarm employment, agricultural intensification, and productivity change: empirical findings from Uganda," Agricultural Economics, International Association of Agricultural Economists, vol. 48(S1), pages 59-72, November.
    11. Berg, Andrew & Ostry, Jonathan D. & Zettelmeyer, Jeromin, 2012. "What makes growth sustained?," Journal of Development Economics, Elsevier, vol. 98(2), pages 149-166.
    12. Angrist, Joshua D & Evans, William N, 1998. "Children and Their Parents' Labor Supply: Evidence from Exogenous Variation in Family Size," American Economic Review, American Economic Association, vol. 88(3), pages 450-477, June.
    13. Markus Brückner & Antonio Ciccone, 2011. "Rain and the Democratic Window of Opportunity," Econometrica, Econometric Society, vol. 79(3), pages 923-947, May.
    14. Douglas Gollin & David Lagakos & Michael E. Waugh, 2014. "Agricultural Productivity Differences across Countries," American Economic Review, American Economic Association, vol. 104(5), pages 165-170, May.
    15. Richard Tiffin & Xavier Irz, 2006. "Is agriculture the engine of growth?," Agricultural Economics, International Association of Agricultural Economists, vol. 35(1), pages 79-89, July.
    16. Sharon Maccini & Dean Yang, 2009. "Under the Weather: Health, Schooling, and Economic Consequences of Early-Life Rainfall," American Economic Review, American Economic Association, vol. 99(3), pages 1006-1026, June.
    17. Yonas Alem & Mintewab Bezabih & Menale Kassie & Precious Zikhali, 2010. "Does fertilizer use respond to rainfall variability? Panel data evidence from Ethiopia," Agricultural Economics, International Association of Agricultural Economists, vol. 41(2), pages 165-175, March.
    18. Stefan Dercon & Douglas Gollin, 2014. "Agriculture in African Development: A Review of Theories and Strategies," CSAE Working Paper Series 2014-22, Centre for the Study of African Economies, University of Oxford.
    19. Douglas Gollin & Stephen Parente & Richard Rogerson, 2002. "The Role of Agriculture in Development," American Economic Review, American Economic Association, vol. 92(2), pages 160-164, May.
    20. Deaton, Angus, 1995. "Data and econometric tools for development analysis," Handbook of Development Economics, in: Hollis Chenery & T.N. Srinivasan (ed.), Handbook of Development Economics, edition 1, volume 3, chapter 33, pages 1785-1882, Elsevier.
    21. Gaurav Datt & Martin Ravallion, 1998. "Farm productivity and rural poverty in India," Journal of Development Studies, Taylor & Francis Journals, vol. 34(4), pages 62-85.
    22. Ravallion, Martin & Datt, Gaurav, 1996. "How Important to India's Poor Is the Sectoral Composition of Economic Growth?," The World Bank Economic Review, World Bank, vol. 10(1), pages 1-25, January.
    23. Sahn, David E. & Stifel, David C., 2000. "Poverty Comparisons Over Time and Across Countries in Africa," World Development, Elsevier, vol. 28(12), pages 2123-2155, December.
    24. Havlík,Petr & Valin,Hugo Jean Pierre & Gusti,Mykola & Schmid,Erwin & Forsell,Nicklas & Herrero,Mario & Khabarov,Nikolay & Mosnier,Aline & Cantele,Matthew & Obersteiner,Michael, 2015. "Climate change impacts and mitigation in the developing world : an integrated assessment of the agriculture and forestry sectors," Policy Research Working Paper Series 7477, The World Bank.
    25. Juhn, Chinhui & Murphy, Kevin M & Pierce, Brooks, 1993. "Wage Inequality and the Rise in Returns to Skill," Journal of Political Economy, University of Chicago Press, vol. 101(3), pages 410-442, June.
    26. F. Bourguignon & M. Fournier & M. Gurgand, 2001. "Fast Development With a Stable Income Distribution: Taiwan, 1979–94," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 47(2), pages 139-163, June.
    27. Diao, Xinshen & Hazell, Peter & Thurlow, James, 2010. "The Role of Agriculture in African Development," World Development, Elsevier, vol. 38(10), pages 1375-1383, October.
    28. Bekele Shiferaw & Tewodros Kebede & Menale Kassie & Monica Fisher, 2015. "Market imperfections, access to information and technology adoption in Uganda: challenges of overcoming multiple constraints," Agricultural Economics, International Association of Agricultural Economists, vol. 46(4), pages 475-488, July.
    29. Jacoby, Hanan C, 2000. "Access to Markets and the Benefits of Rural Roads," Economic Journal, Royal Economic Society, vol. 110(465), pages 713-737, July.
    30. World Bank, 2014. "World Development Indicators 2014," World Bank Publications - Books, The World Bank Group, number 18237.
    31. Amare, Mulubrhan & Jensen, Nathaniel D. & Shiferaw, Bekele & Cissé, Jennifer Denno, 2018. "Rainfall shocks and agricultural productivity: Implication for rural household consumption," Agricultural Systems, Elsevier, vol. 166(C), pages 79-89.
    32. Halvarsson, Daniel & Korpi, Martin & Wennberg, Karl, 2018. "Entrepreneurship and income inequality," Journal of Economic Behavior & Organization, Elsevier, vol. 145(C), pages 275-293.
    33. Paul Evangelista & Nicholas Young & Jonathan Burnett, 2013. "How will climate change spatially affect agriculture production in Ethiopia? Case studies of important cereal crops," Climatic Change, Springer, vol. 119(3), pages 855-873, August.
    34. Christopher B. Barrett & Michael R. Carter, 2013. "The Economics of Poverty Traps and Persistent Poverty: Empirical and Policy Implications," Journal of Development Studies, Taylor & Francis Journals, vol. 49(7), pages 976-990, July.
    35. repec:bla:revinw:v:47:y:2001:i:2:p:139-63 is not listed on IDEAS
    36. Belloumi, Mounir, 2014. "Investigating the linkage between climate variables and food security in ESA countries," AGRODEP working papers 4, International Food Policy Research Institute (IFPRI).
    37. Gbemisola Oseni & Paul Winters, 2009. "Rural nonfarm activities and agricultural crop production in Nigeria," Agricultural Economics, International Association of Agricultural Economists, vol. 40(2), pages 189-201, March.
    38. Kathleen Beegle & Luc Christiaensen & Andrew Dabalen & Isis Gaddis, 2016. "Poverty in a Rising Africa," World Bank Publications - Books, The World Bank Group, number 22575.
    39. Monica Fisher & Tsedeke Abate & Rodney Lunduka & Woinishet Asnake & Yoseph Alemayehu & Ruth Madulu, 2015. "Drought tolerant maize for farmer adaptation to drought in sub-Saharan Africa: Determinants of adoption in eastern and southern Africa," Climatic Change, Springer, vol. 133(2), pages 283-299, November.
    40. J. Behrman & T.N. Srinivasan (ed.), 1995. "Handbook of Development Economics," Handbook of Development Economics, Elsevier, edition 1, volume 3, number 3.
    41. Christiaensen, Luc & Demery, Lionel & Kuhl, Jesper, 2011. "The (evolving) role of agriculture in poverty reduction--An empirical perspective," Journal of Development Economics, Elsevier, vol. 96(2), pages 239-254, November.
    42. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    43. repec:hal:pseose:halshs-01313784 is not listed on IDEAS
    44. Collier, Paul & Dercon, Stefan, 2014. "African Agriculture in 50Years: Smallholders in a Rapidly Changing World?," World Development, Elsevier, vol. 63(C), pages 92-101.
    45. Felix Naschold, 2009. "Microeconomic Determinants of Income Inequality in Rural Pakistan," Journal of Development Studies, Taylor & Francis Journals, vol. 45(5), pages 746-768.
    46. Shorrocks, A F, 1982. "Inequality Decomposition by Factor Components," Econometrica, Econometric Society, vol. 50(1), pages 193-211, January.
    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. Mulubrhan Amare & Priyanka Parvathi & Trung Thanh Nguyen, 2023. "Micro insights on the pathways to agricultural transformation: Comparative evidence from Southeast Asia and Sub‐Saharan Africa," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 71(1), pages 69-87, March.
    2. Edeh, Hyacinth O. & Mavrotas, George & Balana, Bedru B., 2022. "Land tenure security and preferences to dispute resolution pathways among landholders in Nigeria," Land Use Policy, Elsevier, vol. 119(C).
    3. Villacis, Alexis H. & Mayorga, Joaquin & Mishra, Ashok K., 2022. "Experience-based food insecurity and agricultural productivity in Nigeria," Food Policy, Elsevier, vol. 113(C).
    4. Li, Junpeng & Ma, Wanglin & Gong, Binlei, 2023. "Market participation and subjective well-being of maize farmers," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 941-960.
    5. Mulubrhan Amare & Kibrom A. Abay & Patrick Hatzenbuehler, 2024. "Spatial market integration during a pandemic: Evidence from food markets in Nigeria," Agricultural Economics, International Association of Agricultural Economists, vol. 55(1), pages 86-103, January.
    6. Amina Ika Micah, 2022. "Three essays on access to credit and financial shock in Nigeria," Economics PhD Theses 0422, Department of Economics, University of Sussex Business School.
    7. Amare, Mulubrhan & Balana, Bedru, 2023. "Climate change, income sources, crop mix, and input use decisions: Evidence from Nigeria," Ecological Economics, Elsevier, vol. 211(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. Amare, Mulubrhan & Jensen, Nathaniel D. & Shiferaw, Bekele & Cissé, Jennifer Denno, 2018. "Rainfall shocks and agricultural productivity: Implication for rural household consumption," Agricultural Systems, Elsevier, vol. 166(C), pages 79-89.
    2. Díaz, Juan-José & Saldarriaga, Victor, 2023. "A drop of love? Rainfall shocks and spousal abuse: Evidence from rural Peru," Journal of Health Economics, Elsevier, vol. 89(C).
    3. Bannor, Frank & Dikgang, Johane & Kutela Gelo, Dambala, 2021. "Interdependence between research and development, climate variability and agricultural production: evidence from sub-Saharan Africa," MPRA Paper 105697, University Library of Munich, Germany.
    4. Dorosh, Paul & Thurlow, James, 2018. "Beyond Agriculture Versus Non-Agriculture: Decomposing Sectoral Growth–Poverty Linkages in Five African Countries," World Development, Elsevier, vol. 109(C), pages 440-451.
    5. Amare, Mulubrhan & Balana, Bedru, 2023. "Climate change, income sources, crop mix, and input use decisions: Evidence from Nigeria," Ecological Economics, Elsevier, vol. 211(C).
    6. Biggeri, Mario & Carraro, Alessandro & Ciani, Federico & Romano, Donato, 2022. "Disentangling the impact of a multiple-component project on SDG dimensions: The case of durum wheat value chain development in Oromia (Ethiopia)," World Development, Elsevier, vol. 153(C).
    7. Dorinet, Elizavetta & Jouvet, Pierre-André & Wolfersberger, Julien, 2021. "Is the agricultural sector cursed too? Evidence from Sub-Saharan Africa," World Development, Elsevier, vol. 140(C).
    8. Ligon, Ethan & Sadoulet, Elisabeth, 2018. "Estimating the Relative Benefits of Agricultural Growth on the Distribution of Expenditures," World Development, Elsevier, vol. 109(C), pages 417-428.
    9. Dorinet, Elizavetta & Jouvet, Pierre-André & Wolfersberger, Julien, 2021. "Is the agricultural sector cursed too? Evidence from Sub-Saharan Africa," World Development, Elsevier, vol. 140(C).
    10. Peter Warr & Waleerat Suphannachart, 2021. "Agricultural Productivity Growth and Poverty Reduction: Evidence from Thailand," Journal of Agricultural Economics, Wiley Blackwell, vol. 72(2), pages 525-546, June.
    11. Daniel Francois Meyer, 2019. "An Assessment Of The Importance Of The Agricultural Sector On Economic Growth And Development In South Africa," Proceedings of International Academic Conferences 9912288, International Institute of Social and Economic Sciences.
    12. Matchaya, Greenwell C. & Tadesse, Getaw & Kuteya, Auckland N., 2022. "Rainfall shocks and crop productivity in Zambia: Implication for agricultural water risk management," Agricultural Water Management, Elsevier, vol. 269(C).
    13. Van den Broeck, Goedele & Maertens, Miet, 2017. "Moving Up or Moving Out? Insights into Rural Development and Poverty Reduction in Senegal," World Development, Elsevier, vol. 99(C), pages 95-109.
    14. McCullough, Ellen B., 2015. "Understanding Agricultural Labor Exits in Tanzania," 2015 AAEA & WAEA Joint Annual Meeting, July 26-28, San Francisco, California 206080, Agricultural and Applied Economics Association.
    15. Shikur, Zewdie Habte, 2021. "Potato and Tomato Supply and Yield Responses to Policy in Ethiopia," African Journal of Economic Review, African Journal of Economic Review, vol. 9(4), September.
    16. Jayne, Thomas S. & Chamberlin, Jordan & Traub, Lulama & Sitko, N. & Muyanga, Milu & Yeboah, Felix & Nkonde, Chewe & Anseeuw, Ward & Chapoto, Anthony & Kachule, Richard, 2015. "Africa's Changing Farmland Ownership: The Rise of the Emergent Investor Farmer," 2015 Conference, August 9-14, 2015, Milan, Italy 212028, International Association of Agricultural Economists.
    17. RAMDE, Fousseni & LO, Sérigne Bassirou, 2015. "Le Role Du Secteur Agricole Dans L’Economie Du Senegal [The Role Of The Agricultural Sector In The Senegal Economy]," MPRA Paper 81906, University Library of Munich, Germany.
    18. Lwin Lwin Aung & Peter Warr, 2021. "Decomposing changes in inequality: Evidence from Myanmar," Review of Development Economics, Wiley Blackwell, vol. 25(3), pages 1172-1196, August.
    19. Jourdain C. Lokossou & Hippolyte D. Affognon & Alphonse Singbo & Michel B. Vabi & Ayoni Ogunbayo & Paul Tanzubil & Alcade C. Segnon & Geoffrey Muricho & Haile Desmae & Hakeem Ajeigbe, 2022. "Welfare impacts of improved groundnut varieties adoption and food security implications in the semi-arid areas of West Africa," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 14(3), pages 709-728, June.
    20. Sauk-Hee Park & Kwang-Min Moon, 2019. "The Economic Effects of Research-led Agricultural Development Assistance: The Case of Korean Programs on International Agriculture," Sustainability, MDPI, vol. 11(19), pages 1-15, September.

    More about this item

    Keywords

    NIGERIA; WEST AFRICA; AFRICA SOUTH OF SAHARA; AFRICA; UGANDA; EAST AFRICA; agricultural productivity; household consumption; rural areas; climate; shock; consumption; equality; inequality;
    All these keywords.

    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:fpr:nsspwp:67. 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: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/ifprius.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.