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Should We Track Migrant Households When Collecting Household Panel Data?:Household Relocation, Economic Mobility and Attrition Biases in the Rural Philippines

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  • Fuwa, Nobuhiko

Abstract

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.

Suggested Citation

  • Fuwa, Nobuhiko, 2010. "Should We Track Migrant Households When Collecting Household Panel Data?:Household Relocation, Economic Mobility and Attrition Biases in the Rural Philippines," MPRA Paper 28787, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:28787
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    1. Duncan Thomas & Elizabeth Frankenberg & James P. Smith, 2001. "Lost but Not Forgotten: Attrition and Follow-up in the Indonesia Family Life Survey," Journal of Human Resources, University of Wisconsin Press, vol. 36(3), pages 556-592.
    2. Dercon, Stefan, 2004. "Growth and shocks: evidence from rural Ethiopia," Journal of Development Economics, Elsevier, vol. 74(2), pages 309-329, August.
    3. John Fitzgerald & Peter Gottschalk & Robert Moffitt, 1998. "An Analysis of Sample Attrition in Panel Data: The Michigan Panel Study of Income Dynamics," Journal of Human Resources, University of Wisconsin Press, vol. 33(2), pages 251-299.
    4. Quisumbing, Agnes R. & McNiven, Scott, 2005. "Migration and the rural-urban continuum: Evidence from the Rural Philippines," FCND discussion papers 197, International Food Policy Research Institute (IFPRI).
    5. Anand, Sudhir & Kanbur, S M R, 1985. "Poverty under the Kuznets Process," Economic Journal, Royal Economic Society, vol. 95(380a), pages 42-50, Supplemen.
    6. J. Edward Taylor & Antonio Yunez-Naude, 2000. "The Returns from Schooling in a Diversified Rural Economy," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 82(2), pages 287-297.
    7. Ravallion, Martin & Datt, Gaurav, 1996. "How Important to India's Poor Is the Sectoral Composition of Economic Growth?," World Bank Economic Review, World Bank Group, vol. 10(1), pages 1-25, January.
    8. Thomas, Duncan & Witoelar, Firman & Frankenberg, Elizabeth & Sikoki, Bondan & Strauss, John & Sumantri, Cecep & Suriastini, Wayan, 2012. "Cutting the costs of attrition: Results from the Indonesia Family Life Survey," Journal of Development Economics, Elsevier, vol. 98(1), pages 108-123.
    9. Lalonde, Robert J. & Topel, Robert H., 1993. "Economic impact of international migration and the economic performance of migrants," Handbook of Population and Family Economics, in: M. R. Rosenzweig & Stark, O. (ed.), Handbook of Population and Family Economics, edition 1, volume 1, chapter 14, pages 799-850, Elsevier.
    10. Becketti, Sean & Gould, William & Lillard, Lee & Welch, Finis, 1988. "The Panel Study of Income Dynamics after Fourteen Years: An Evaluatio n," Journal of Labor Economics, University of Chicago Press, vol. 6(4), pages 472-492, October.
    11. Falaris, Evangelos M., 2003. "The effect of survey attrition in longitudinal surveys: evidence from Peru, Cote d'Ivoire and Vietnam," Journal of Development Economics, Elsevier, vol. 70(1), pages 133-157, February.
    12. Lucas, Robert E B & Stark, Oded, 1985. "Motivations to Remit: Evidence from Botswana," Journal of Political Economy, University of Chicago Press, vol. 93(5), pages 901-918, October.
    13. Kathleen Beegle & Joachim De Weerdt & Stefan Dercon, 2011. "Migration and Economic Mobility in Tanzania: Evidence from a Tracking Survey," The Review of Economics and Statistics, MIT Press, vol. 93(3), pages 1010-1033, August.
    14. Hausman, Jerry A & Wise, David A, 1979. "Attrition Bias in Experimental and Panel Data: The Gary Income Maintenance Experiment," Econometrica, Econometric Society, vol. 47(2), pages 455-473, March.
    15. Harold Alderman & Jere Behrman & Hans-Peter Kohler & John A. Maluccio & Susan Watkins, 2001. "Attrition in Longitudinal Household Survey Data," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 5(4), pages 79-124.
    16. Lucas, Robert E.B., 1993. "Internal migration in developing countries," Handbook of Population and Family Economics, in: M. R. Rosenzweig & Stark, O. (ed.), Handbook of Population and Family Economics, edition 1, volume 1, chapter 13, pages 721-798, Elsevier.
    17. Rosenzweig, Mark R & Stark, Oded, 1989. "Consumption Smoothing, Migration, and Marriage: Evidence from Rural India," Journal of Political Economy, University of Chicago Press, vol. 97(4), pages 905-926, August.
    18. Mark R. Rosenzweig, 2003. "Payoffs from Panels in Low-Income Countries: Economic Development and Economic Mobility," American Economic Review, American Economic Association, vol. 93(2), pages 112-117, May.
    19. Taylor, J. Edward & Martin, Philip L., 2001. "Human capital: Migration and rural population change," Handbook of Agricultural Economics, in: B. L. Gardner & G. C. Rausser (ed.), Handbook of Agricultural Economics, edition 1, volume 1, chapter 9, pages 457-511, Elsevier.
    20. John A. Maluccio, 2004. "Using Quality of Interview Information to Assess Nonrandom Attrition Bias in Developing‐Country Panel Data," Review of Development Economics, Wiley Blackwell, vol. 8(1), pages 91-109, February.
    21. Jyotsna Jalan & Martin Ravallion, 1998. "Geographic Poverty Traps?," Boston University - Institute for Economic Development 86, Boston University, Institute for Economic Development.
    22. Nobuhiko Fuwa, 2007. "Pathways out of rural poverty: a case study in socio-economic mobility in the rural Philippines," Cambridge Journal of Economics, Oxford University Press, vol. 31(1), pages 123-144, January.
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    Cited by:

    1. John Gibson & David McKenzie, 2012. "The Economic Consequences of ‘Brain Drain’ of the Best and Brightest: Microeconomic Evidence from Five Countries," Economic Journal, Royal Economic Society, vol. 122(560), pages 339-375, May.

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    More about this item

    Keywords

    domestic migration; household relocation; panel data analysis; Philippines; poverty dynamics; sample attrition; urbanization;
    All these keywords.

    JEL classification:

    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers
    • C42 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Survey Methods
    • O12 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Microeconomic Analyses of Economic Development

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