Using repeated cross-sections to explore movements into and out of poverty
Movements in and out of poverty are of core interest to both policymakers and economists. Yet the panel data needed to analyze such movements are rare. In this paper we build on the methodology used to construct poverty maps to show how repeated cross-sections of household survey data can allow inferences to be made about movements in and out of poverty. We illustrate that the method permits the estimation of bounds on mobility, and provide non-parametric and parametric approaches to obtaining these bounds. We test how well the method works on data sets for Vietnam and Indonesia where we are able to compare our method to true panel estimates. Our results are sufficiently encouraging to offer the prospect of some insights into mobility and poverty duration in settings where historically it was judged that the data necessary for such analysis were unavailable.
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- Claudio A. Agostini & Philip H. Brown, 2010.
"Local Distributional Effects Of Government Cash Transfers In Chile,"
Review of Income and Wealth,
International Association for Research in Income and Wealth, vol. 56(2), pages 366-388, 06.
- Claudio Agostini & Phillip Brown, 2007. "Local Distributional Effects of Government Cash Transfers in Chile," ILADES-Georgetown University Working Papers inv181, Ilades-Georgetown University, Universidad Alberto Hurtado/School of Economics and Bussines.
- Claudio A. Agostini & Philip Brown, 2007. "Local Distributional Effects of Government Cash Transfers in Chile," William Davidson Institute Working Papers Series wp872, William Davidson Institute at the University of Michigan.
- Antman, Francisca & McKenzie, David J., 2005.
"Earnings mobility and measurement error : a pseudo-panel approach,"
Policy Research Working Paper Series
3745, The World Bank.
- Francisca Antman & David J. McKenzie, 2007. "Earnings Mobility and Measurement Error: A Pseudo-Panel Approach," Economic Development and Cultural Change, University of Chicago Press, vol. 56, pages 125-161.
- Gibson, John, 2001. "Measuring chronic poverty without a panel," Journal of Development Economics, Elsevier, vol. 65(2), pages 243-266, August.
- Deaton, A. & Paxson, C., 1993.
"Intertemporal Choice and Inequality,"
168, Princeton, Woodrow Wilson School - Development Studies.
- Ben Jann, 2007.
"Making regression tables simplified,"
German Stata Users' Group Meetings 2007
01, Stata Users Group.
- Guell, Maia & Hu, Luojia, 2006.
"Estimating the probability of leaving unemployment using uncompleted spells from repeated cross-section data,"
Journal of Econometrics,
Elsevier, vol. 133(1), pages 307-341, July.
- Maia Guell & Luojia Hu, 2003. "Estimating the Probability of Leaving Unemployment Using Uncompleted Spells from Repeated Cross-section Data," Working Papers 854, Princeton University, Department of Economics, Industrial Relations Section..
- Güell, Maia & Hu, Luojia, 2003. "Estimating the Probability of Leaving Unemployment Using Uncompleted Spells from Repeated Cross-Section Data," CEPR Discussion Papers 3957, C.E.P.R. Discussion Papers.
- Maia Güell & Luojia Hu, 2003. "Estimating the Probability of Leaving Unemployment using Uncompleted Spells from Repeated Cross-Section Data," Working Papers 41, Barcelona Graduate School of Economics.
- Güell, Maia & Hu, Luojia, 2004. "Estimating the Probability of Leaving Unemployment Using Uncompleted Spells from Repeated Cross-Section Data," IZA Discussion Papers 1079, Institute for the Study of Labor (IZA).
- Maia Güell & Luojia Hu, 2003. "Estimating the probability of leaving unemployment using uncompleted spells from repeated cross-section data," Economics Working Papers 688, Department of Economics and Business, Universitat Pompeu Fabra.
- Banks, James & Blundell, Richard & Brugiavini, Agar, 2001.
"Risk Pooling, Precautionary Saving and Consumption Growth,"
Review of Economic Studies,
Wiley Blackwell, vol. 68(4), pages 757-79, October.
- James Banks & Richard Blundell & Agar Brugiavini, 1999. "Risk pooling, precautionary saving and consumption growth," IFS Working Papers W99/19, Institute for Fiscal Studies.
- George J. Borjas, 1987.
"Self-Selection and the Earnings of Immigrants,"
NBER Working Papers
2248, National Bureau of Economic Research, Inc.
- Jurgen A Doornik & Henrik Hansen, .
"An omnibus test for univariate and multivariate normalit,"
W4&91., Economics Group, Nuffield College, University of Oxford.
- Jurgen A. Doornik & Henrik Hansen, 2008. "An Omnibus Test for Univariate and Multivariate Normality," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 70(s1), pages 927-939, December.
- Ridder, Geert & Moffitt, Robert, 2007. "The Econometrics of Data Combination," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 6, chapter 75 Elsevier.
- Nayoung Lee & Geert Ridder & John Strauss, 2010.
"Estimation of Poverty Transition Matrices with Noisy Data,"
Textos para discussão
576, Department of Economics PUC-Rio (Brazil).
- John Strauss & Nayoung Lee & Geert Ridder, 2010. "Estimation of Poverty Transition Matrices with Noisy Data," Working Papers id:2796, eSocialSciences.
- Demombynes, Gabriel & Elbers, Chris & Lanjouw, Jenny & Lanjouw, Peter & Mistiaen, Johan & Ozler, Berk, 2002. "Producing an Improved Geographic Profile of Poverty: Methodology and Evidence from Three Developing Countries," Working Paper Series UNU-WIDER Research Paper , World Institute for Development Economic Research (UNU-WIDER).
- Elbers, Chris & Fujii, Tomoki & Lanjouw, Peter & Ozler, Berk & Yin, Wesley, 2007.
"Poverty alleviation through geographic targeting: How much does disaggregation help?,"
Journal of Development Economics,
Elsevier, vol. 83(1), pages 198-213, May.
- Elbers, Chris & Tomoki Fujii & Lanjouw, Peter & Ozler, Berk & Yin, Wesley, 2004. "Poverty alleviation through geographic targeting : how much does disaggregation help?," Policy Research Working Paper Series 3419, The World Bank.
- Hojman, Daniel & Kast, Felipe, 2009.
"On the Measurement of Poverty Dynamics,"
Working Paper Series
rwp09-035, Harvard University, John F. Kennedy School of Government.
- Deaton, Angus, 1985. "Panel data from time series of cross-sections," Journal of Econometrics, Elsevier, vol. 30(1-2), pages 109-126.
- Fields, Gary S. & Duval Hernández, Robert & Freije-Rodriguez, Samuel & Sanchez Puerta, Maria Laura, 2007. "Earnings Mobility in Argentina, Mexico, and Venezuela: Testing the Divergence of Earnings and the Symmetry of Mobility Hypotheses," IZA Discussion Papers 3184, Institute for the Study of Labor (IZA).
- Josh Lerner & Antoinette Schoar, 2010. "International Differences in Entrepreneurship," NBER Books, National Bureau of Economic Research, Inc, number lern08-2, December.
- de Mel, Suresh & McKenzie, David & Woodruff, Christopher, 2008.
"Who Are the Microenterprise Owners? Evidence from Sri Lanka on Tokman v. de Soto,"
IZA Discussion Papers
3511, Institute for the Study of Labor (IZA).
- de Mel, Suresh & McKenzie, David & Woodruff, Christopher, 2008. "Who are the microenterprise owners ? Evidence from Sri Lanka on Tokman v. de Soto," Policy Research Working Paper Series 4635, The World Bank.
- Berney, L. R. & Blane, D. B., 1997. "Collecting retrospective data: Accuracy of recall after 50 years judged against historical records," Social Science & Medicine, Elsevier, vol. 45(10), pages 1519-1525, November.
- Chris Elbers & Jean O. Lanjouw & Peter Lanjouw, 2003. "Micro--Level Estimation of Poverty and Inequality," Econometrica, Econometric Society, vol. 71(1), pages 355-364, January.
- Philip J. Cross & Charles F. Manski, 2002.
"Regressions, Short and Long,"
Econometric Society, vol. 70(1), pages 357-368, January.
- Philip Cross & Charles F. Manski, 2000. "Regressions, Short and Long," Econometric Society World Congress 2000 Contributed Papers 0385, Econometric Society.
- Demombynes, Gabriel & Ozler, Berk, 2002.
"Crime and local inequality in South Africa,"
Policy Research Working Paper Series
2925, The World Bank.
- Bourguignon, Francois & Goh, Chor-ching & Kim, Dae Il, 2004. "Estimating individual vulnerability to poverty with pseudo-panel data," Policy Research Working Paper Series 3375, The World Bank.
- Roger Newson, 2003. "Confidence intervals and p-values for delivery to the end user," Stata Journal, StataCorp LP, vol. 3(3), pages 245-269, September.
- James P. Smith & Duncan Thomas, 2004.
"Remembrances of Things Past: Test-Retest Reliability of Retrospective Migration Histories,"
Labor and Demography
- James P. Smith & Duncan Thomas, 2003. "Remembrances of things past: test-retest reliability of retrospective migration histories," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 166(1), pages 23-49.
- Demirguc-Kunt, Asli & Klapper, Leora F. & Panos, Georgios A., 2009. "Entrepreneurship in post-conflict transition : the role of informality and access to finance," Policy Research Working Paper Series 4935, The World Bank.
- David McKenzie, 2005. "Measuring inequality with asset indicators," Journal of Population Economics, Springer, vol. 18(2), pages 229-260, 06.
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