Transfers, diversification and household risk strategies : experimental evidence with lessons for climate change adaptation
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- Karen Macours & Patrick Premand & Renos Vakis, 2022. "Transfers, Diversification and Household Risk Strategies: Can Productive Safety Nets Help Households Manage Climatic Variability?," PSE-Ecole d'économie de Paris (Postprint) halshs-03672313, HAL.
- Karen Macours & Patrick Premand & Renos Vakis, 2022. "Transfers, Diversification and Household Risk Strategies: Can Productive Safety Nets Help Households Manage Climatic Variability?," Post-Print halshs-03672313, HAL.
- Macours, Karen & Premand, Patrick & Vakis, Renos, 2012. "Transfers, Diversification and Household Risk Strategies: Experimental evidence with lessons for climate change adaptation," CEPR Discussion Papers 8940, C.E.P.R. Discussion Papers.
References listed on IDEAS
- Karen Macours & Norbert Schady & Renos Vakis, 2012.
"Cash Transfers, Behavioral Changes, and Cognitive Development in Early Childhood: Evidence from a Randomized Experiment,"
American Economic Journal: Applied Economics, American Economic Association, vol. 4(2), pages 247-273, April.
- Macours, Karen & Schady, Norbert & Vakis, Renos, 2008. "Cash transfers, behavioral changes, and cognitive development in early childhood : evidence from a randomized experiment," Policy Research Working Paper Series 4759, The World Bank.
- Karen Macours & Norbert Schady & Renos Vakis, 2012. "Cash Transfers, Behavioral Changes, and Cognitive Development in Early Childhood: Evidence from a Randomized Experiment," Post-Print halshs-00754593, HAL.
- Macours, Karen & Schady, Norbert & Vakis, Renos, 2012. "Cash Transfers, Behavioral Changes, and Cognitive Development in Early Childhood: Evidence from a Randomized Experiment," IDB Publications (Working Papers) 3834, Inter-American Development Bank.
- Karen Macours & Norbert Schady & Renos Vakis, 2012. "Cash Transfers, Behavioral Changes, and Cognitive Development in Early Childhood: Evidence from a Randomized Experiment," PSE-Ecole d'économie de Paris (Postprint) halshs-00754593, HAL.
- Karen Macours & Norbert Schady & Renos Vakis, 2011. "Cash Transfers, Behavioral Changes, and Cognitive Development in Early Childhood: Evidence from a Randomized Experiment," Working Papers 2011-007, Human Capital and Economic Opportunity Working Group.
- Chris Elbers & Jan Willem Gunning & Bill Kinsey, 2007.
"Growth and Risk: Methodology and Micro Evidence,"
The World Bank Economic Review, World Bank, vol. 21(1), pages 1-20.
- Chris Elbers & Jan Willem Gunning & Bill Kinsey, 2003. "Growth and Risk: Methodology and Micro Evidence," Tinbergen Institute Discussion Papers 03-068/2, Tinbergen Institute, revised 19 Sep 2006.
- Chris Elbers & Jan Willem Gunning & Bill Kinsey, 2004. "Growth and Risk: Methodology and Micro Evidence," Development and Comp Systems 0408014, University Library of Munich, Germany.
- Fafchamps, Marcel & Udry, Christopher & Czukas, Katherine, 1998.
"Drought and saving in West Africa: are livestock a buffer stock?,"
Journal of Development Economics, Elsevier, vol. 55(2), pages 273-305, April.
- Marcel Fafchamps & Chris Udry & Katherine Czukas, "undated". "Drought and Saving in West Africa: Are Livestock a Buffer Stock?," Working Papers 97013, Stanford University, Department of Economics.
- Fafchamps, Marcel & McKenzie, David & McKenzie, David & Quinn, Simon & Woodruff, Christopher, 2011. "When is capital enough to get female enterprises growing ? evidence from a randomized experiment in Ghana," Policy Research Working Paper Series 5706, The World Bank.
- Stefan Dercon & Pramila Krishnan, 2003.
"Food aid and informal insurance,"
CSAE Working Paper Series
2003-01, Centre for the Study of African Economies, University of Oxford.
- Stefan Dercon & Pramila Krishnan, 2004. "Food Aid and Informal Insurance," Development and Comp Systems 0409026, University Library of Munich, Germany.
- Stefan Dercon & Pramila Krishnan, 2003. "Food Aid and Informal Insurance," WIDER Working Paper Series DP2003-09, World Institute for Development Economic Research (UNU-WIDER).
- Maluccio, John A. & Flores, Rafael, 2005.
"Impact evaluation of a conditional cash transfer program: the Nicaraguan Red de Protección Social,"
Research reports
141, International Food Policy Research Institute (IFPRI).
- Wolfram Schlenker & W. Michael Hanemann & Anthony C. Fisher, 2006. "The Impact of Global Warming on U.S. Agriculture: An Econometric Analysis of Optimal Growing Conditions," The Review of Economics and Statistics, MIT Press, vol. 88(1), pages 113-125, February.
- Schlenker, Wolfram & Hanemann, W. Michael & Fisher, Anthony C., 2004. "The Impact of Global Warming on U.S. Agriculture: An Econometric Analysis of Optimal Growing Conditions," Department of Agricultural & Resource Economics, UC Berkeley, Working Paper Series qt0801j7s0, Department of Agricultural & Resource Economics, UC Berkeley.
- Schlenker, Wolfram & Hanemann, W. Michael & Fisher, Anthony C., 2004. "The Impact of Global Warming on U.S. Agriculture: An Econometric Analysis of Optimal Growing Conditions," CUDARE Working Papers 25094, University of California, Berkeley, Department of Agricultural and Resource Economics.
- Takashi Yamano & Harold Alderman & Luc Christiaensen, 2005. "Child Growth, Shocks, and Food Aid in Rural Ethiopia," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(2), pages 273-288.
- Takashi Yamano & Harold Alderman & Luc Christiaensen, 2003. "Child growth, shocks, and food aid in rural Ethiopia," Policy Research Working Paper Series 3128, The World Bank.
- Yamano, Takashi & Alderman, Harold & Christiaensen, Luc J.M., 2003. "Child Growth, Shocks, And Food Aid In Rural Ethiopia," 2003 Annual Meeting, August 16-22, 2003, Durban, South Africa 25838, International Association of Agricultural Economists.
- Harold Alderman & Christina H. Paxson, 1994. "Do the Poor Insure? A Synthesis of the Literature on Risk and Consumption in Developing Countries," International Economic Association Series, in: Edmar L. Bacha (ed.), Economics in a Changing World, chapter 3, pages 48-78, Palgrave Macmillan.
- Alderman, H. & Paxson, C.H., 1992. "Do the Poor Insure? A Synthesis of the Literature on Risk and Consumption in Developing Countries," Papers 164, Princeton, Woodrow Wilson School - Development Studies.
- Alderman, Harold & Paxson, Christina H & DEC, 1992. "Do the poor insure? A synthesis of the literature on risk and consumption in developing countries," Policy Research Working Paper Series 1008, The World Bank.
- Blattman, Christopher & Fiala, Nathan & Martinez, Sebastian, 2011. "Employment generation in rural Africa : mid-term results from an experimental evaluation of the Youth Opportunities Program in Northern Uganda," Social Protection Discussion Papers and Notes 66523, The World Bank.
- Christopher Blattman & Nathan Fiala & Sebastian Martinez, 2012. "Employment Generation in Rural Africa: Mid-Term Results from an Experimental Evaluation of the Youth Opportunities Program in Northern Uganda," Discussion Papers of DIW Berlin 1201, DIW Berlin, German Institute for Economic Research.
- Christopher Blattman & Nathan Fiala & Sebastian Martinez, 2012. "Employment Generation in Rural Africa: Mid-term Results from an Experimental Evaluation of the Youth Opportunities Program in Northern Uganda," HiCN Working Papers 135, Households in Conflict Network.
- Paul J. Gertler & Sebastian W. Martinez & Marta Rubio-Codina, 2012. "Investing Cash Transfers to Raise Long-Term Living Standards," American Economic Journal: Applied Economics, American Economic Association, vol. 4(1), pages 164-192, January.
- Gertler, Paul & Martinez, Sebastian & Rubio-Codina, Marta, 2006. "Investing cash transfers to raise long term living standards," Policy Research Working Paper Series 3994, The World Bank.
- Shawn Cole & Xavier Gine & Jeremy Tobacman & Petia Topalova & Robert Townsend & James Vickery, 2013. "Barriers to Household Risk Management: Evidence from India," American Economic Journal: Applied Economics, American Economic Association, vol. 5(1), pages 104-135, January.
- Shawn Cole & Xavier Gine & Jeremy Tobacman & Petia Topalova & Robert M. Townsend & James Vickery, 2009. "Barriers to household risk management: evidence from India," Staff Reports 373, Federal Reserve Bank of New York.
- Robert M. Townsend & Ms. Shawn Cole & Mr. Jeremy Tobacman & Mr. Xavier Gine & Mr. James Ian Vickery & Petia Topalova, 2012. "Barriers to Household Risk Management: Evidence from India," IMF Working Papers 2012/195, International Monetary Fund.
- Petia Topalova & Shawn Cole & Xavier Gene & Jeremy Tobacman & Robert Townsend & James Vickery, 2011. "Barriers to Household Risk Management: Evidence from India," Working Papers id:4293, eSocialSciences.
- Cole, Shawn & Gine, Xavier & Tobacman, Jeremy & Topalova, Petia & Townsend, Robert & Vickery, James, 2010. "Barriers to household risk management : evidence from India," Policy Research Working Paper Series 5504, The World Bank.
- Rosenzweig, Mark R & Binswanger, Hans P, 1993. "Wealth, Weather Risk and the Composition and Profitability of Agricultural Investments," Economic Journal, Royal Economic Society, vol. 103(416), pages 56-78, January.
- Rosenzweig, Mark R. & Binswanger, Hans P., 1989. "Wealth, Weather Risk and the Composition and Profitability of Agricultural Investments," Bulletins 7455, University of Minnesota, Economic Development Center.
- Rosenzweig, Mark R. & Binswanger, Hans P., 1992. "Wealth, weather risk, and the composition and profitability of agricultural investments," Policy Research Working Paper Series 1055, The World Bank.
- Marcel Fafchamps, 2003. "Rural Poverty, Risk and Development," Books, Edward Elgar Publishing, number 3127.
- de Janvry, Alain & Finan, Frederico & Sadoulet, Elisabeth & Vakis, Renos, 2006. "Can conditional cash transfer programs serve as safety nets in keeping children at school and from working when exposed to shocks?," Journal of Development Economics, Elsevier, vol. 79(2), pages 349-373, April.
- Dercon, Stefan, 1996. "Risk, Crop Choice, and Savings: Evidence from Tanzania," Economic Development and Cultural Change, University of Chicago Press, vol. 44(3), pages 485-513, April.
- Stefan Dercon, 1993. "Risk, crop choice and saving: evidence from Tanzania," CSAE Working Paper Series 1993-02, Centre for the Study of African Economies, University of Oxford.
- Ariel Fiszbein & Norbert Schady & Francisco H.G. Ferreira & Margaret Grosh & Niall Keleher & Pedro Olinto & Emmanuel Skoufias, 2009. "Conditional Cash Transfers : Reducing Present and Future Poverty," World Bank Publications - Books, The World Bank Group, number 2597.
- Skoufias, Emmanuel, 2007. "Poverty alleviation and consumption insurance: Evidence from PROGRESA in Mexico," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 36(4), pages 630-649, August.
- Orazio Attanasio & Adriana Kugler & Costas Meghir, 2011. "Subsidizing Vocational Training for Disadvantaged Youth in Colombia: Evidence from a Randomized Trial," American Economic Journal: Applied Economics, American Economic Association, vol. 3(3), pages 188-220, July.
- Karen Macours & Norbert Schady & Renos Vakis, 2012. "Cash Transfers, Behavioral Changes, and Cognitive Development in Early Childhood: Evidence from a Randomized Experiment," American Economic Journal: Applied Economics, American Economic Association, vol. 4(2), pages 247-273, April.
- Macours, Karen & Schady, Norbert & Vakis, Renos, 2008. "Cash transfers, behavioral changes, and cognitive development in early childhood : evidence from a randomized experiment," Policy Research Working Paper Series 4759, The World Bank.
- Karen Macours & Norbert Schady & Renos Vakis, 2012. "Cash Transfers, Behavioral Changes, and Cognitive Development in Early Childhood: Evidence from a Randomized Experiment," IDB Publications (Working Papers) 62638, Inter-American Development Bank.
- Karen Macours & Norbert Schady & Renos Vakis, 2012. "Cash Transfers, Behavioral Changes, and Cognitive Development in Early Childhood: Evidence from a Randomized Experiment," PSE - Labex "OSE-Ouvrir la Science Economique" halshs-00754593, HAL.
- Karen Macours & Norbert Schady & Renos Vakis, 2011. "Cash Transfers, Behavioral Changes, and Cognitive Development in Early Childhood: Evidence from a Randomized Experiment," Working Papers 2011-007, Human Capital and Economic Opportunity Working Group.
- Dercon, Stefan (ed.), 2004. "Insurance Against Poverty," OUP Catalogue, Oxford University Press, number 9780199276837.
- Richard Hornbeck & Pinar Keskin, 2011. "The Evolving Impact of the Ogallala Aquifer: Agricultural Adaptation to Groundwater and Climate," NBER Working Papers 17625, National Bureau of Economic Research, Inc.
- repec:bla:obuest:v:63:y:2001:i:4:p:409-36 is not listed on IDEAS
- World Bank, 2010. "World Development Report 2010," World Bank Publications - Books, The World Bank Group, number 4387.
- Macours, Karen & Vakis, Renos, 2009. "Changing households'investments and aspirations through social interactions : evidence from a randomized transfer program," Policy Research Working Paper Series 5137, The World Bank.
- John Hoddinott & Bill Kinsey, 2001. "Child Growth in the Time of Drought," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 63(4), pages 409-436, September. Full references (including those not matched with items on IDEAS)
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More about this item
Keywords
Safety Nets and Transfers; Regional Economic Development; Rural Poverty Reduction; Housing&Human Habitats;
All these keywords.JEL classification:
- D1 - Microeconomics - - Household Behavior
- I3 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty
- O1 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development
NEP fields
This paper has been announced in the following NEP Reports:- NEP-DEV-2012-05-02 (Development)
- NEP-ENV-2012-05-02 (Environmental Economics)
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- Wolfram Schlenker & W. Michael Hanemann & Anthony C. Fisher, 2006. "The Impact of Global Warming on U.S. Agriculture: An Econometric Analysis of Optimal Growing Conditions," The Review of Economics and Statistics, MIT Press, vol. 88(1), pages 113-125, February.