Fuwa, Nobuhiko (2010): Should We Track Migrant Households When Collecting Household Panel Data?:Household Relocation, Economic Mobility and Attrition Biases in the Rural Philippines. Forthcoming in: American Journal of Agricultural Economics (2011)
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Based on household panel data that tracked migrant households (with an additional survey cost of 17 percent), this article describes behavior of household relocation and quantifies the extent of attrition biases in estimating the determinants of percapita household consumption and of its growth rate. Many households relocate for non-economic reasons, and to rural destinations, while the small number of urban migrants improved their wellbeing faster than did others. Such heterogeneity among migrants may be a reason behind the negligible attrition biases caused by the omission of migrants, in the inference on the average behavioral coefficients among the original population.
|Item Type:||MPRA Paper|
|Original Title:||Should We Track Migrant Households When Collecting Household Panel Data?:Household Relocation, Economic Mobility and Attrition Biases in the Rural Philippines|
|Keywords:||domestic migration; household relocation; panel data analysis; Philippines; poverty dynamics; sample attrition; urbanization|
|Subjects:||O - Economic Development, Technological Change, and Growth > O1 - Economic Development > O15 - Human Resources; Human Development; Income Distribution; Migration
C - Mathematical and Quantitative Methods > C2 - Single Equation Models; Single Variables > C23 - Models with Panel Data; Longitudinal Data; Spatial Time Series
J - Labor and Demographic Economics > J6 - Mobility, Unemployment, and Vacancies > J61 - Geographic Labor Mobility; Immigrant Workers
C - Mathematical and Quantitative Methods > C4 - Econometric and Statistical Methods: Special Topics > C42 - Survey Methods
O - Economic Development, Technological Change, and Growth > O1 - Economic Development > O12 - Microeconomic Analyses of Economic Development
|Depositing User:||Nobuhiko Fuwa|
|Date Deposited:||14. Feb 2011 20:35|
|Last Modified:||15. Feb 2013 05:25|
Alderman, H, J.R. Behrman, H-P. Kohler, J.A. Maluccio, and S.C. Watkins. 2001. Attrition in Longitudinal Household Survey Data: Some Tests for Three Developing-Country Samples. Demographic Research 5(article 4):79-124.
Anand, S. and S.M.R. Kanbur. 1985. Poverty under the Kuznets Process. Economic Journal 95 (supplement): 42-50.
Anderson, J.N. 1964. Land and Society in a Pangasinan Community. In S C. Espiritu and C.L. Hunt, eds. Social Foundations of Community Development. Manila: R.M. Garcia Publishing.
Balisacan, A.M. and N. Fuwa. 2003. Growth, Inequality, and Politics Revisited: a developing-country case. Economics Letters 79(1):53-58.
Barro, R. and X. Sala-i-Martin. 2000. Economic Growth. Cambridge: MIT Press.
Becketti, S., W. Gould, L. Lillard, and F. Welch. 1988. The Panel Study of Income Dynamics after Fourteen Years: An Evaluation. Journal of Labor Economics 6: 472-92.
Beegle, K., J. De Weerdt and S. Dercon. 2010. Migration and Economic Mobility in Tanzania: Evidence from a tracking survey. Review of Economics and Statistics. Forthcoming.
David, C. C. and K. Otsuka, eds. 1994. Modern Rice Technology and Income Distribution in Asia. Boulder: Lynne Rienner Publishers.
Dercon, S. 2004. Growth and Shocks: Evidence from rural Ethiopia. Journal of Development Economics 74(2): 309-329.
Deaton, A. 1997. The Analysis of Household Surveys: A Microeconometric Approach to Development Policy. Baltimore: Johns Hopkins University Press.
Estudillo, J.P. Y. Sawada and K. Otsuka. 2008. Poverty and Income Dynamics in Philippine Village, 1985-2004. Review of Development Economics 12(4): 877-890.
Falaris, E. 2003. The Effect of Survey Attrition in Longitudinal Surveys: Evidence from Peru, Cote d’Ivoire and Vietnam. Journal of Development Economics 70(1): 133-157.
Fitzgerald, J., P. Gottschalk and R. Moffitt. 1998. An Analysis of Sample Attrition in Panel Data: The Michigan Panel Study of Income Dynamics. Journal of Human Resources 32(2): 251-299.
Foster, A. D. and M. R. Rosentzweig. 2002. Household Division and Rural Economic Growth. Review of Economic Studies 69(4): 839-869
Frankenberg, E., P. Hamilton, S. Polich, W. Suriastini and D. Thomas. 2000. Use’s Guide for the Indonesia Family Life Survey, Wave 2. RAND Labor and Population Program. DRU-2238/2-NIA/NICHD.
Fuwa, N. 2007. Pathways out of Rural Poverty: A Case Study in Socio-economic Mobility in the Rural Philippines. Cambridge Journal of Economics 31: 123-144.
Fuwa, N., with E.B. Marciano and J. Reaño 2005. Report on the 2003 Livelihood System of Rural Household Survey in the Philippines. International Rice Research Institute.
Harris, J.R. and M. Todaro. 1970. Migration, Unemployment and Development: a Two-Sector Model. American Economic Review 60: 126-142.
Hausman, J. and D. Wise. 1979. Attrition Bias in Experimental and Panel Data: The Gary Income Maintenance Experiment. Econometrica 47(2): 455-473.
Hossain, M., F. Gascon and E.B. Marciano. 2000. Income Distribution and Poverty in Rural Philippines: Insights from repeat village study. Economic and Political Weekly December 30: 4650–4656.
Jalan, J. and M.Ravallion. 2002. Geographic Poverty Traps? A micro model of consumption growth in rural China. Journal of Applied Econometrics 17(4): 329-346.
Lalonde, R. J. and R. H. Topel. 1997. Economic Impact of International Migration and the Economic Performance of Migrants. In M.R. Rosenzweig and O. Stark, eds. Handbook of Population and Family Economics. Elsevier Science B.V.
Lucas, R.E.B. 1997. Internal Migration in Developing Countries. In M.R. Rosenzweig and O. Stark, eds. Handbook of Population and Family Economics. Elsevier Science B.V.
Lucas, R.E.B. and O. Stark. 1985. Motivations to Remit: Evidence from Botswana. Journal of Political Economy 93: 901-918.
Maluccio, J. 2004. Using Quality of Interview Information to Assess Nonrandom Atrition Bias in Developing Country Panel Data. Review of Development Economics 8(1): 91-109.
Mora, J. and J. E. Taylor. 2006. Determinants of Migration, Destination, and Sector Choice: Disentangling individual, household, and community effects. in Özden, Ç. and M. Schiff, eds. International Migration, Remittances, and the Brain Drain. New York: Palgrave Macmillan.
Nelson, J.M. 1976. Sojourners versus Urbanites: Causes and Consequeces of Temporary versus Permanent Cityward Migration in Developing Countries. Economic Development and Cultural Change 24: 721-757.
Quisumbing, A. and S. McNiven. 2005. Migration and the Rural-Urban Continuum: Evidence from the rural Philippines. FCND Discussion Paper 197. Washington D.C.: IFPRI.
Ravallion, M. and G. Datt. 1996. How Important to India’s Poor Is the Sectoral Composition of Economic Growth. World Bank Economic Review 10(1): 1-25.
Rosentzweig, M. R.. 2003. Payoffs from Panels in Low-Income Countries: Economic development and economic mobility. American Economic Review 93(2): 112-117.
Rosenzweig, M.R. and O. Stark. 1989. Consumption Smoothing, Migration and Marriage: Evidence from Rural India. Journal of Political Economy 97: 905-926.
Sjaastad, L.A. 1962. The Costs and Returns of Human Migration. Journal of Political Economy 70(supplement): 80-93.
Taylor, J. E. 1987. Undocumented Mexico-U.S. Migration and the Returns to Households in Rural Mexico. American Journal of Agricultural Economics 69: 626-638.
Taylor, J. E. and P. L. Martin. 2001. Human Capital: Migration and rural population change. In B. Gardner and G. Rausser, eds. Handbook of Agricultural Economics Vol. 1. Elsevier Science B.V.
Taylor, J. E. and A. Yunez-Naude. 2000. The Returns from Schooling in a Diversified Rural Economy. American Journal of Agricultural Economics 82: 287-297.
Timmer, C.P. and S. Akkus. 2008. The Structural Transformation as a Pathways out of Poverty: Analytics, Empirics and Politics. Washington D.C.: Center for Global Development Working Paper No. 150.
Thomas, D., E. Frankenberg and J.P. Smith. 2001. Lost but not Forgotten: Attrition and follow-up in the Indonesia family life survey. Journal of Human Resources 36(3): 556-592.
Thomas, D., F. Witoelar, E. Frankenberg, B. Sikoki, J. Strauss, C. Sumantri and W. Suriastini 2010. Cutting the Costs of Attrition: Results from the Indonesia Family Life Survey. Bureau for Research and Economic Analysis of Development Working Paper No. 259.
Witoelar, F. 2009. Note on the Construction of the IFLS Consumption Expenditure Aggregates. Mimeo. Washington, D.C.: World Bank.
World Bank. World Development Indicators. Washington DC: World Bank.