Migration Decision-making: A Hierarchical Regression Approach
While 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.
Volume (Year): 35 (2005)
Issue (Month): 2 ()
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- 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 189-194, May.
- Mincer, Jacob, 1978.
"Family Migration Decisions,"
Journal of Political Economy,
University of Chicago Press, vol. 86(5), pages 749-773, October.
- Jacob Mincer, 1977. "Family Migration Decisions," NBER Working Papers 0199, National Bureau of Economic Research, Inc.
- 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.
- Kennan,J. & Walker,J.R., 2003. "The effect of expected income on individual migration decisions," Working papers 7, Wisconsin Madison - Social Systems.
- 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.
- 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.
- James Tarver & William Gurley, 1965. "A Stochastic analysis of geographic mobility and population projections of the census divisions in the United States," Demography, Springer;Population Association of America (PAA), vol. 2(1), pages 134-139, March.
- Bartel, Ann P, 1979. "The Migration Decision: What Role Does Job Mobility Play?," American Economic Review, American Economic Association, vol. 69(5), pages 775-786, December.
- Kwang-Koo Kim & David W. Marcouiller & Steven C. Deller, 2005. "Natural Amenities and Rural Development: Understanding Spatial and Distributional Attributes," Growth and Change, Wiley Blackwell, vol. 36(2), pages 273-297.
- Barbara Entwisle & Albert Hermalin & Peerasit Kamnuansilpa & Apichat Chamratrithirong, 1984. "A multilevel model of family planning availability and contraceptive use in rural Thailand," Demography, Springer;Population Association of America (PAA), vol. 21(4), pages 559-574, November.
- Glenn Fuguitt & David Brown, 1990. "Residential preferences and population redistribution: 1972–1988," Demography, Springer;Population Association of America (PAA), vol. 27(4), pages 589-600, November.
- 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.
- Robert Hodge, 1966. "Occupational mobility as a probability process," Demography, Springer;Population Association of America (PAA), vol. 3(1), pages 19-34, March.
- 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.
- 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. Full references (including those not matched with items on IDEAS)