California Exodus? A network model of population redistribution in the United States

References

• Almquist, Z. W., & Butts, C. T. (2015). Predicting regional self-identification from spatial network models. Geographical Analysis, 47(1), 50–72. https://doi.org/10.1111/gean.12045
   PubMed Web of Science ®Google Scholar
• Anderson, J. E. (2011). The gravity model. Annual Review of Economics, 3(1), 133–160. https://doi.org/10.1146/annurev-economics-111809-125114
   Web of Science ®Google Scholar
• Azose, J. J., & Raftery, A. E. (2015). Bayesian probabilistic projection of international migration. Demography, 52(5), 1627–1650. https://doi.org/10.1007/s13524-015-0415-0
   PubMed Web of Science ®Google Scholar
• Azose, J. J., & Raftery, A. E. (2018). Estimating large correlation matrices for international migration. The Annals of Applied Statistics, 12(2), 940–970. https://doi.org/10.1214/18-AOAS1175
   PubMed Web of Science ®Google Scholar
• Bahnsen, D. L. (2021). The great California exodus. National Review, LXXIII(7). https://www.nationalreview.com/magazine/2021/04/19/the-great-california-exodus/
   Google Scholar
• Bakewell, O. (2014). Relaunching migration systems. Migration Studies, 2(3), 300–318. https://doi.org/10.1093/migration/mnt023
   Web of Science ®Google Scholar
• Bakewell, O., Engbersen, G., Fonseca, M. L., & Horst, C. (2016). Beyond networks: Feedback in international migration. Springer.
   Google Scholar
• Banerjee, S., Carlin, B. P., & Gelfand, A. E. (2014). Hierarchical modeling and analysis for spatial data. CRC Press.
   Google Scholar
• Beam, A. (2020, December 16). California’s growth rate at record low as more people leave. AP News. https://apnews.com/article/california-coronavirus-pandemic-immigration-c7c3900a3c8e4d92918acff1a83d3aa2
   Google Scholar
• Bell, M., Blake, M., Boyle, P., Duke-Williams, O., Rees, P., Stillwell, J., & Hugo, G. (2002). Cross-national comparison of internal migration: Issues and measures. Journal of the Royal Statistical Society, 165(3), 435–464. https://doi.org/10.1111/1467-985X.00247
   Google Scholar
• Bernard, H. R., Killworth, P., Kronenfeld, D., & Sailer, L. (1984). The problem of informant accuracy: The validity of retrospective data. Annual Review of Anthropology, 13(1), 495–517. https://doi.org/10.1146/annurev.an.13.100184.002431
   Web of Science ®Google Scholar
• Biagi, B., Faggian, A., & McCann, P. (2011). Long and short distance migration in Italy: The role of economic, social and environmental characteristics. Spatial Economic Analysis, 6(1), 111–131. https://doi.org/10.1080/17421772.2010.540035
   Web of Science ®Google Scholar
• Boustan, L., Cai, C., & Tseng, T. (2023). JUE insight: White flight from Asian immigration: Evidence from California public schools. Journal of Urban Economics, 103541. https://doi.org/10.1016/j.jue.2023.103541
   Google Scholar
• Boyle, P., Keith, H. H., Vaughan, R., & Vaughan, R. (2014). Exploring contemporary migration. Routledge.
   Google Scholar
• Butts, C. T. (2003). Predictability of large-scale spatially embedded networks. In R. Breiger, K. M. Carley, & P. Pattison (Eds.), Dynamic social network modeling and analysis: Workshop summary and papers (pp. 313–323). National Academies Press.
   Google Scholar
• Butts, C. T. (2009). Revisiting the foundations of network analysis. Science, 325, 414–416. https://doi.org/10.1126/science.1171022
   PubMed Web of Science ®Google Scholar
• Butts, C. T., & Acton, R. M. (2011). Spatial modeling of social networks. In T. L. Nyerges, H. Couclelis, & R. McMaster (Eds.), The SAGE handbook of GIS and society (pp. 222–250). SAGE Publications, Inc.
   Google Scholar
• Carling, J. (2002). Migration in the age of involuntary immobility: Theoretical reflections and Cape Verdean experiences. Journal of Ethnic and Migration Studies, 28(1), 5–42. https://doi.org/10.1080/13691830120103912
   Google Scholar
• Carling, J., & Schewel, K. (2018). Revisiting aspiration and ability in international migration. Journal of Ethnic and Migration Studies, 44(6), 945–963. https://doi.org/10.1080/1369183X.2017.1384146
   Web of Science ®Google Scholar
• Crowder, K., Pais, J., & South, S. J. (2012). Neighborhood diversity, metropolitan constraints, and household migration. American Sociological Review, 77(3), 325–353. https://doi.org/10.1177/0003122412441791
   PubMed Web of Science ®Google Scholar
• Crowder, K., South, S. J., & Chavez, E. (2006). Wealth, race, and inter-neighborhood migration. American Sociological Review, 71(1), 72–94. https://doi.org/10.1177/000312240607100104
   Web of Science ®Google Scholar
• de Haas, H. (2010). The internal dynamics of migration processes: A theoretical inquiry. Journal of Ethnic and Migration Studies, 36(10), 1587–1617. https://doi.org/10.1080/1369183X.2010.489361
   Web of Science ®Google Scholar
• Dekker, D., Krackhardt, D., & Snijders, T. A. B. (2007). Sensitivity of MRQAP tests to collinearity and autocorrelation conditions. Psychometrika, 72(4), 563–581. https://doi.org/10.1007/s11336-007-9016-1
   PubMed Web of Science ®Google Scholar
• DeWaard, J., & Ha, J. T. (2019). Resituating relaunched migration systems as emergent entities manifested in geographic structures. Migration Studies, 7(1), 39–58. https://doi.org/10.1093/migration/mnx066
   PubMed Web of Science ®Google Scholar
• Dorsey, C. (2021, March 17). America’s mass migration intensifies as ‘leftugees’ flee blue states and counties for red. Forbes. https://www.forbes.com/sites/chrisdorsey/2021/03/17/americas-mass-migration-intensifies-as-leftugees-flee-blue-states-and-counties-for-red/?sh=156e0f523146
   Google Scholar
• Dye, T. R. (1990). American federalism: Competition among governments. Lexington Books.
   Google Scholar
• Fawcett, J. T. (1989). Networks, linkages, and migration systems. The International Migration Review, 23(3), 671–680. https://doi.org/10.1177/019791838902300314
   PubMed Web of Science ®Google Scholar
• Frey, W. H. (1979). Central city white flight: Racial and nonracial causes. American Sociological Review, 44(3), 425–448. https://doi.org/10.2307/2094885
   Web of Science ®Google Scholar
• Henrie, C. J., & Plane, D. A. (2008). Exodus from the California core: Using demographic effectiveness and migration impact measures to examine population redistribution within the Western United States. Population Research and Policy Review, 27(1), 43–64. https://doi.org/10.1007/s11113-007-9053-6
   Web of Science ®Google Scholar
• Hiltzik, M. (2020, December 24). California isn’t”hemorrhaging” people, but there are reasons for concern. Los Angeles Times. https://www.latimes.com/business/story/2020-12-24/california-hemmorhaging-residents
   Google Scholar
• Holland, P. W., & Leinhardt, S. (1981). An exponential family of probability distributions for directed graphs. Journal of the American Statistical Association, 76(373), 33–50. https://doi.org/10.1080/01621459.1981.10477598
   Web of Science ®Google Scholar
• Huang, P., & Butts, C. T. (2024). Parameter estimation procedures for exponential-family random graph models on count-valued networks: A comparative simulation study. Social Networks, 76, 51–67. https://doi.org/10.1016/j.socnet.2023.07.001
   Web of Science ®Google Scholar
• Huang, P., & Butts, C. T. (forthcoming). Rooted America: Immobility and segregation of the inter-county migration network. American Sociological Review.
   Google Scholar
• Krackhardt, D. (1988). Predicting with networks: Nonparametric multiple regression analysis of dyadic data. Social Networks, 10(4), 359–381. https://doi.org/10.1016/0378-8733(88)90004-4
   Web of Science ®Google Scholar
• Krackhardt, D., & Stern, R. N. (1988). Informal networks and organizational crises: An experimental simulation. Social Psychology Quarterly, 51(2), 123–140. https://doi.org/10.2307/2786835
   Web of Science ®Google Scholar
• Kritz, M. M., Lim, L. L., & Zlotnik, H. (1992). International migration systems: A global approach. Oxford University Press.
   Google Scholar
• Krivitsky, P. N. (2012). Exponential-family random graph models for valued networks. Electronic Journal of Statistics, 6, 1100–1128. https://doi.org/10.1214/12-EJS696
   PubMed Web of Science ®Google Scholar
• Kruse, K. M. (2013). White flight: Atlanta and the making of modern conservatism. In White flight. Princeton University Press.
   Google Scholar
• Leal, D. F. (2021). Network inequalities and international migration in the Americas. American Journal of Sociology, 126(5), 1067–1126. https://doi.org/10.1086/713877
   Web of Science ®Google Scholar
• Lee, E. S. (1966). A theory of migration. Demography, 3(1), 47–57. https://doi.org/10.2307/2060063
   Web of Science ®Google Scholar
• Lichter, D. T., & Brown, D. L. (2011). Rural America in an urban Society: Changing spatial and social boundaries. Annual Review of Sociology, 37(1), 565–592. https://doi.org/10.1146/annurev-soc-081309-150208
   Web of Science ®Google Scholar
• Liu, X., Andris, C., & Desmarais, B. A. (2019). Migration and political polarization in the U.S.: An analysis of the county-level migration network. PLOS ONE, 14(11), e0225405. https://doi.org/10.1371/journal.pone.0225405
   PubMed Web of Science ®Google Scholar
• Mabogunje, A. L. (1970). Systems approach to a theory of rural-urban migration. Geographical Analysis, 2(1), 1–18. https://doi.org/10.1111/j.1538-4632.1970.tb00140.x
   Web of Science ®Google Scholar
• Partridge, M. D., Rickman, D. S., Olfert, M. R., & Ali, K. (2012). Dwindling U.S. internal migration: Evidence of spatial equilibrium or structural shifts in local labor markets? Regional Science and Urban Economics, 42(1–2), 375–388. https://doi.org/10.1016/j.regsciurbeco.2011.10.006
   Web of Science ®Google Scholar
• Patuelli, R. (2016). Spatial autocorrelation and spatial interaction. Encyclopedia of GIS, 1–7.
   Google Scholar
• Plane, D. A. (1999). Migration drift. The Professional Geographer, 51(1), 1–11. https://doi.org/10.1111/0033-0124.00140
   Web of Science ®Google Scholar
• Plane, D. A., Henrie, C. J., & Perry, M. J. (2005). Migration up and down the urban hierarchy and across the life course. Proceedings of the National Academy of Sciences, 102(43), 15313–15318.
   PubMed Web of Science ®Google Scholar
• Poot, J., Alimi, O., Cameron, M. P., & Maré, D. C. (2016). The gravity model of migration: The successful comeback of an ageing Superstar in regional Science. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.2864830
   Google Scholar
• Preuhs, R. R. (1999). State policy components of interstate migration in the United States. Political Research Quarterly, 52(3), 527–549. https://doi.org/10.1177/106591299905200304
   Web of Science ®Google Scholar
• Ravenstein, E. G. (1885). The laws of migration. Journal of the Royal Statistical Society, 48(2), 167–235. https://doi.org/10.2307/2979181
   Google Scholar
• Rees, P., Bell, M., Kupiszewski, M., Kupiszewska, D., Ueffing, P., Bernard, A., Charles-Edwards, E., & Stillwell, J. (2017). The impact of internal migration on population redistribution: An international comparison. Population, Space and Place, 23(6), e2036.
   Web of Science ®Google Scholar
• Shryock, H. S., Siegel, J. S., & Larmon, E. A. (1973). The methods and materials of Demography. U.S. Bureau of the Census.
   Google Scholar
• Song, S. (2021). Study shows California exodus, with more people leaving the state despite the pandemic. KTVU FOX 2.
   Google Scholar
• Tam Cho, W. K., Gimpel, J. G., & Hui, I. S. (2013). Voter migration and the geographic sorting of the American electorate. Annals of the Association of American Geographers, 103(4), 856–870. https://doi.org/10.1080/00045608.2012.720229
   Web of Science ®Google Scholar
• Tiebout, C. M. (1956). A pure theory of local expenditures. Journal of Political Economy, 64(5), 416–424. https://doi.org/10.1086/257839
   Web of Science ®Google Scholar
• Tolnay, S. E. (2003). The African American “Great migration” and beyond. Annual Review of Sociology, 29(1), 209–232. https://doi.org/10.1146/annurev.soc.29.010202.100009
   Google Scholar
• Treyz, G. I., Rickman, D. S., Hunt, G. L., & Greenwood, M. J. (1993). The dynamics of U.S. Internal migration. The Review of Economics and Statistics, 75(2), 209–214. https://doi.org/10.2307/2109425
   Web of Science ®Google Scholar
• Windzio, M., Teney, C., & Lenkewitz, S. (2019). A network analysis of intra-EU migration flows: How regulatory policies, economic inequalities and the network-topology shape the intra-EU migration space. Journal of Ethnic and Migration Studies, 47(5), 951–969. https://doi.org/10.1080/1369183X.2019.1643229
   Web of Science ®Google Scholar
• Woldoff, R. A. (2011). White flight/black flight: The dynamics of racial change in an American Neighborhood. Cornell University Press.
   Google Scholar
• Zipf, G. K. (1946). The P1 P2/D hypothesis: On the intercity movement of persons. American Sociological Review, 11(6), 677–686. https://doi.org/10.2307/2087063
   Web of Science ®Google Scholar