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Moving Up or Moving Out? Insights into Rural Development and Poverty Reduction in Senegal

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  • Van den Broeck, Goedele
  • Maertens, Miet

Abstract

While worldwide progress in poverty reduction has been impressive, Sub-Saharan Africa is lagging behind with slow growth and a high-poverty headcount ratio. There are fierce debates on how Sub-Saharan Africa can foster pro-poor growth and the role of agriculture and small- versus large-scale farming in poverty reduction. We contribute to this debate with micro-economic empirical evidence from the Senegal River Delta, an area that recently experienced rapid rural development. We use household survey data from two panel rounds in 2006 and 2013 and a cluster analysis to investigate livelihood, income, and poverty dynamics in the region. We find that with 4.3% annual growth in average household income, 29.5 percentage points’ poverty reduction, and 4.2 percentage points’ inequality reduction over the period 2006–13, development in the Senegal River Delta region has been remarkably pro-poor. Income growth and poverty reduction have been most impressive among households moving into wage employment on large-scale horticultural export farms and in an emerging service sector. Income growth in small-scale agriculture and non-farm businesses has been more modest but has affected the largest number of households. Transformation in both farm and non-farm sectors has driven rural development in the Senegal River Delta region, and investments in both large- and small-scale agriculture have contributed importantly to household income growth and poverty reduction. Our findings imply that (foreign) investments in large-scale commercial and export-oriented farming can trigger pro-poor growth—directly through employment effects and indirectly through investment and consumption linkages with the small-scale farm and non-farm sector.

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  • 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.
  • Handle: RePEc:eee:wdevel:v:99:y:2017:i:c:p:95-109
    DOI: 10.1016/j.worlddev.2017.07.009
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    as
    1. Sanzidur Rahman & Shaheen Akter, 2014. "Determinants of Livelihood Choices," Journal of South Asian Development, , vol. 9(3), pages 287-308, December.
    2. Hazell, Peter & Poulton, Colin & Wiggins, Steve & Dorward, Andrew, 2010. "The Future of Small Farms: Trajectories and Policy Priorities," World Development, Elsevier, vol. 38(10), pages 1349-1361, October.
    3. Simon Maxwell & Rachel Slater, 2003. "Food Policy Old and New," Development Policy Review, Overseas Development Institute, vol. 21(5-6), pages 531-553, December.
    4. Van den Broeck, Goedele & Swinnen, Johan & Maertens, Miet, 2017. "Global value chains, large-scale farming, and poverty: Long-term effects in Senegal," Food Policy, Elsevier, vol. 66(C), pages 97-107.
    5. Ansoms, An & McKay, Andrew, 2010. "A quantitative analysis of poverty and livelihood profiles: The case of rural Rwanda," Food Policy, Elsevier, vol. 35(6), pages 584-598, December.
    6. 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.
    7. Stefan Dercon, 2009. "Rural Poverty: Old Challenges in New Contexts," The World Bank Research Observer, World Bank, vol. 24(1), pages 1-28, April.
    8. World Bank, 2015. "World Development Indicators 2015," World Bank Publications - Books, The World Bank Group, number 21634, December.
    9. 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.
    10. Ravallion, Martin & Chen, Shaohua, 2003. "Measuring pro-poor growth," Economics Letters, Elsevier, vol. 78(1), pages 93-99, January.
    11. Ellis, Frank, 2000. "Rural Livelihoods and Diversity in Developing Countries," OUP Catalogue, Oxford University Press, number 9780198296966, Decembrie.
    12. Miet Maertens, 2009. "Horticulture exports, agro‐industrialization, and farm–nonfarm linkages with the smallholder farm sector: evidence from Senegal," Agricultural Economics, International Association of Agricultural Economists, vol. 40(2), pages 219-229, March.
    13. Sarah Alobo Loison, 2015. "Rural Livelihood Diversification in Sub-Saharan Africa: A Literature Review," Journal of Development Studies, Taylor & Francis Journals, vol. 51(9), pages 1125-1138, September.
    14. Rigg, Jonathan, 2006. "Land, farming, livelihoods, and poverty: Rethinking the links in the Rural South," World Development, Elsevier, vol. 34(1), pages 180-202, January.
    15. Michael Carter & Christopher Barrett, 2006. "The economics of poverty traps and persistent poverty: An asset-based approach," Journal of Development Studies, Taylor & Francis Journals, vol. 42(2), pages 178-199.
    16. Adjognon, Serge G. & Liverpool-Tasie, Lenis Saweda O. & Reardon, Thomas A., 2017. "Agricultural input credit in Sub-Saharan Africa: Telling myth from facts," Food Policy, Elsevier, vol. 67(C), pages 93-105.
    17. Delgado, Christopher L. & Hopkins, Jane & Kelly , Valerie & Hazell, P. B. R. & McKenna, Anna A. & Gruhn, Peter & Hojjati, Behjat & Sil, Jayashree & Courbois, Claude, 1998. "Agricultural growth linkages in Sub-Saharan Africa:," Research reports 107, International Food Policy Research Institute (IFPRI).
    18. Mellor, John W. & Malik, Sohail J., 2017. "The Impact of Growth in Small Commercial Farm Productivity on Rural Poverty Reduction," World Development, Elsevier, vol. 91(C), pages 1-10.
    19. 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.
    20. Derek Byerlee & Klaus Deininger, 2013. "The Rise of Large Farms in Land-Abundant Countries: Do They Have a Future?," Palgrave Macmillan Books, in: Stein T. Holden & Keijiro Otsuka & Klaus Deininger (ed.), Land Tenure Reform in Asia and Africa, chapter 14, pages 333-353, Palgrave Macmillan.
    21. van den Berg, Marrit, 2010. "Household income strategies and natural disasters: Dynamic livelihoods in rural Nicaragua," Ecological Economics, Elsevier, vol. 69(3), pages 592-602, January.
    22. Yann de Mey & Matty Demont & Mandiaye Diagne, 2012. "Estimating Bird Damage to Rice in Africa: Evidence from the Senegal River Valley," Journal of Agricultural Economics, Wiley Blackwell, vol. 63(1), pages 175-200, February.
    23. 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.
    24. Bruno Losch & Sandrine Fréguin-Gresh & Eric Thomas White, 2012. "Structural Transformation and Rural Change Revisited : Challenges for Late Developing Countries in a Globalizing World [Transformations rurales et développement : Les défis du changement structurel," World Bank Publications - Books, The World Bank Group, number 12482, December.
    25. 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.
    26. Sabina Alkire, Maria Emma Santos, 2010. "Acute Multidimensional Poverty: A New Index for Developing Countries," OPHI Working Papers 38, Queen Elizabeth House, University of Oxford.
    27. Babulo, Bedru & Muys, Bart & Nega, Fredu & Tollens, Eric & Nyssen, Jan & Deckers, Jozef & Mathijs, Erik, 2008. "Household livelihood strategies and forest dependence in the highlands of Tigray, Northern Ethiopia," Agricultural Systems, Elsevier, vol. 98(2), pages 147-155, September.
    28. Pernia, Ernesto & Kakwani, Nanak, 2000. "What is Pro-poor Growth?," MPRA Paper 104987, University Library of Munich, Germany.
    29. Frank Ellis, 2000. "The Determinants of Rural Livelihood Diversification in Developing Countries," Journal of Agricultural Economics, Wiley Blackwell, vol. 51(2), pages 289-302, May.
    30. Xavier Irz & Lin Lin & Colin Thirtle & Steve Wiggins, 2001. "Agricultural Productivity Growth and Poverty Alleviation," Development Policy Review, Overseas Development Institute, vol. 19(4), pages 449-466, December.
    31. Miet Maertens & Liesbeth Colen & Johan F. M. Swinnen, 2011. "Globalisation and poverty in Senegal: a worst case scenario?," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 38(1), pages 31-54, March.
    32. Hans G. P. Jansen & John Pender & Amy Damon & Willem Wielemaker & Rob Schipper, 2006. "Policies for sustainable development in the hillside areas of Honduras: a quantitative livelihoods approach," Agricultural Economics, International Association of Agricultural Economists, vol. 34(2), pages 141-153, March.
    33. 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.
    34. Takeshi Sakurai, 2016. "On the Determinants of High Productivity in Rice Farming in Irrigated Areas in Senegal: Efficiency of Large-Scale vs. Small-Scale Irrigation Schemes," Natural Resource Management and Policy, in: Keijiro Otsuka & Donald F. Larson (ed.), In Pursuit of an African Green Revolution, edition 1, chapter 0, pages 119-143, Springer.
    35. Keijiro Otsuka & Donald F. Larson (ed.), 2016. "In Pursuit of an African Green Revolution," Natural Resource Management and Policy, Springer, edition 1, number 978-4-431-55693-0, December.
    36. Xinshen Diao & Paul Dorosh, 2007. "Demand Constraints on Agricultural Growth in East and Southern Africa: A General Equilibrium Analysis," Development Policy Review, Overseas Development Institute, vol. 25(3), pages 275-292, May.
    37. Agnes Andersson Djurfeldt & G�ran Djurfeldt, 2013. "Structural Transformation and African Smallholders: Drivers of Mobility within and between the Farm and Non-farm Sectors for Eight Countries," Oxford Development Studies, Taylor & Francis Journals, vol. 41(3), pages 281-306, September.
    38. Wiggins, Steve & Kirsten, Johann & Llambí, Luis, 2010. "The Future of Small Farms," World Development, Elsevier, vol. 38(10), pages 1341-1348, October.
    39. Carlos Oya, 2013. "Rural wage employment in Africa: methodological issues and emerging evidence," Review of African Political Economy, Taylor & Francis Journals, vol. 40(136), pages 251-273, June.
    40. Chuan Liao & Christopher Barrett & Karim-Aly Kassam, 2015. "Does Diversification Improve Livelihoods? Pastoral Households in Xinjiang, China," Development and Change, International Institute of Social Studies, vol. 46(6), pages 1302-1330, November.
    41. International Food Policy Research Institute, 2015. "2014–2015 Global Food Policy Report," IFPRI books, International Food Policy Research Institute (IFPRI), number 978-0-89629-575-9.
    42. Matty Demont & Amy C. Rizzotto, 2012. "Policy Sequencing and the Development of Rice Value Chains in Senegal," Development Policy Review, Overseas Development Institute, vol. 30(4), pages 451-472, July.
    43. Diao, Xinshen & Hazell, Peter & Thurlow, James, 2010. "The Role of Agriculture in African Development," World Development, Elsevier, vol. 38(10), pages 1375-1383, October.
    44. Petrovici, D.A. & Gorton, M., 2005. "An evaluation of the importance of subsistence food production for assessments of poverty and policy targeting: Evidence from Romania," Food Policy, Elsevier, vol. 30(2), pages 205-223, April.
    45. Derek Byerlee & Alain de Janvry & Elisabeth Sadoulet, 2009. "Agriculture for Development: Toward a New Paradigm," Annual Review of Resource Economics, Annual Reviews, vol. 1(1), pages 15-31, September.
    46. repec:wbk:wbpubs:12481 is not listed on IDEAS
    47. Collier, Paul & Dercon, Stefan, 2014. "African Agriculture in 50Years: Smallholders in a Rapidly Changing World?," World Development, Elsevier, vol. 63(C), pages 92-101.
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