Migration Decision-making: A Hierarchical Regression Approach
AbstractWhile migration decision-making has long been studied using mover-stayer models and standard regression models, they do not well handle small- and large-scale heterogeneities (migration propensities). The hierarchical regression model can help solve this problem, because it deals with data organized hierarchically and studies variation at different levels of the hierarchy simultaneously. Using Wisconsinâ€™s 5% Public Use Microdata Sample (PUMS) file from Census 2000 for a two-level hierarchy â€“ individual/household level and Public Use Microdata Area (PUMA) level, we take a fresh look at how a hierarchical logit model can improve migration studies by including demographic, socio-economic, and biogeophysical factors. The findings indicate that the hierarchical regression approach provides significant advantages in studying migration decisionmaking.
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Bibliographic InfoArticle provided by Mid-Continent Regional Science Association in its journal Journal of Regional Analysis and Policy.
Volume (Year): 35 (2005)
Issue (Month): 2 ()
Research and Development/Tech Change/Emerging Technologies; Research Methods/ Statistical Methods;
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- Si-ming Li & Fulong Wu, 2004. "Contextualizing residential mobility and housing choice: evidence from urban China," Environment and Planning A, Pion Ltd, London, vol. 36(1), pages 1-6, January.
- Kennan,J. & Walker,J.R., 2003.
"The effect of expected income on individual migration decisions,"
7, Wisconsin Madison - Social Systems.
- John Kennan & James R. Walker, 2011. "The Effect of Expected Income on Individual Migration Decisions," Econometrica, Econometric Society, vol. 79(1), pages 211-251, 01.
- John Kennan & James R. Walker, 2003. "The Effect of Expected Income on Individual Migration Decisions," NBER Working Papers 9585, National Bureau of Economic Research, Inc.
- Tunali, Insan, 2000. "Rationality of Migration," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 41(4), pages 893-920, November.
- Bartel, Ann P, 1979. "The Migration Decision: What Role Does Job Mobility Play?," American Economic Review, American Economic Association, vol. 69(5), pages 775-86, December.
- Greenwood, Michael J, 1969. "An Analysis of the Determinants of Geographic Labor Mobility in the United States," The Review of Economics and Statistics, MIT Press, vol. 51(2), pages 189-94, May.
- Glenn Fuguitt & David Brown, 1990. "Residential preferences and population redistribution: 1972–1988," Demography, Springer, vol. 27(4), pages 589-600, November.
- Greenwood, Michael J, 1975. "Research on Internal Migration in the United States: A Survey," Journal of Economic Literature, American Economic Association, vol. 13(2), pages 397-433, June.
- James Tarver & William Gurley, 1965. "A Stochastic analysis of geographic mobility and population projections of the census divisions in the United States," Demography, Springer, vol. 2(1), pages 134-139, March.
- Barbara Entwisle & Albert Hermalin & Peerasit Kamnuansilpa & Apichat Chamratrithirong, 1984. "A multilevel model of family planning availability and contraceptive use in rural Thailand," Demography, Springer, vol. 21(4), pages 559-574, November.
- Robert Hodge, 1966. "Occupational mobility as a probability process," Demography, Springer, vol. 3(1), pages 19-34, March.
- Graves, Philip E. & Linneman, Peter D., 1979. "Household migration: Theoretical and empirical results," Journal of Urban Economics, Elsevier, vol. 6(3), pages 383-404, July.
- Kwang-Koo Kim & David W. Marcouiller & Steven C. Deller, 2005. "Natural Amenities and Rural Development: Understanding Spatial and Distributional Attributes," Growth and Change, Gatton College of Business and Economics, University of Kentucky, vol. 36(2), pages 273-297.
- Mincer, Jacob, 1978. "Family Migration Decisions," Journal of Political Economy, University of Chicago Press, vol. 86(5), pages 749-73, October.
- Richard Cebula & Usha Nair-Reichert, 2012. "Migration and public policies: a further empirical analysis," Journal of Economics and Finance, Springer, vol. 36(1), pages 238-248, January.
- Cebula, Richard & Clark, Jeff, 2012. "An Extension of the Tiebout Hypothesis of Voting with One's Feet: The Medicaid Magnet Hypothesis," MPRA Paper 52431, University Library of Munich, Germany.
- Vladimir Otrachshenko & Olga Popova, 2012.
"Life (Dis)satisfaction and the Decision to Migrate: Evidence from Central and Eastern Europe,"
CERGE-EI Working Papers
wp460, The Center for Economic Research and Graduate Education - Economic Institute, Prague.
- Vladimir Otrachshenko & Olga Popova, 2012. "Life (Dis)satisfaction and the Decision to Migrate: Evidence from Central and Eastern Europe," FEUNL Working Paper Series wp570, Universidade Nova de Lisboa, Faculdade de Economia.
- Vladimir Otrachshenko & Olga Popova, 2011. "Life (Dis)satisfaction and the Decision to Migrate: Evidence from Central and Eastern Europe," Working Papers 306, Institut für Ost- und Südosteuropaforschung (Institute for East and South-East European Studies).
- Cebula, Richard & Clark, Jeff, 2010. "Migration, Economic Freedom, and Personal Freedom: An Empirical Analysis," MPRA Paper 50957, University Library of Munich, Germany, revised 20 Apr 2010.
- Guangqing Chi & Jun Zhu, 2008. "Spatial Regression Models for Demographic Analysis," Population Research and Policy Review, Springer, vol. 27(1), pages 17-42, February.
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