Mapping the DNA of Urban Neighborhoods: Clustering Longitudinal Sequences of Neighborhood Socioeconomic Change

References

• Andrienko, G., N. Andrienko, S. Bremm, T. Schreck, T. von Landesberger, P. Bak, and D. Kelm. 2010. Space-in-time and time-in-space self organizing maps for exploring spatiotemporal patterns. Computer Graphics Forum 29:913–22.
   Google Scholar
• Arribas-Bel, D. 2014. Accidental, open and everywhere: Emerging data sources for the understanding of cities. Applied Geography 49:45–53.
   Web of Science ®Google Scholar
• Barban, N., and F. C. Billari. 2012. Classifying life course trajectories: A comparison of latent class and sequence analysis. Journal of the Royal Statistical Society: Series C 61:765–84.
   Web of Science ®Google Scholar
• Brueckner, J. K., and S. S. Rosenthal. 2009. Gentrification and neighborhood housing cycles: Will America's future downtowns be rich? The Review of Economics and Statistics 91:725–43.
   Web of Science ®Google Scholar
• Burgess, E. 1925. The growth of the city. In The city, ed. R. Park, E. W. Burgess, and D. Roderick, 47–62. Chicago. Chicago University Press.
   Google Scholar
• Cooke, T., and S. Marchant. 2006. The changing intrametropolitan location of high-poverty neighbourhoods in the US, 1990–2000. Urban Studies 43:1971–89.
   Web of Science ®Google Scholar
• Dear, M. 2002. Los Angeles and the Chicago School: Invitation to a debate. City & Community 1:5–32.
   Google Scholar
• Delmelle, E. C. 2015. Five decades of neighborhood classifications and their transitions: A comparison of four U.S. cities, 1970–2010. Applied Geography 57:1–11.
   Web of Science ®Google Scholar
• Delmelle, E. C., and J.-C. Thill. 2014. Neighborhood quality-of-life dynamics and the Great Recession: The case of Charlotte, North Carolina. Environment and Planning A 46:867–84.
   Web of Science ®Google Scholar
• Delmelle, E., J.-C. Thill, O. Furuseth, and T. Ludden. 2013. Trajectories of multidimensional neighbourhood quality of life change. Urban Studies 50:923–41.
   Web of Science ®Google Scholar
• Denton, N., and D. Massey. 1991. Patterns of neighborhood transition in a multiethnic world: US metropolitan areas, 1970–1980. Demography 28:41–63.
   PubMed Web of Science ®Google Scholar
• Ellen, I. G., and K. M. O'Regan. 2011. How low income neighborhoods change: Entry, exit, and enhancement? Regional Science and Urban Economics 41:89–97.
   Web of Science ®Google Scholar
• Fuller, S., and N. Stecy-Hildebrandt. 2015. Career pathways for temporary workers: Exploring heterogeneous mobility dynamics with sequence analysis. Social Science Research 50:76–99.
   PubMed Web of Science ®Google Scholar
• Gabadinho, A., G. Ritschard, N. S. Mueller, and M. Studer. 2011. Analyzing and visualizing state sequences in R with TraMineR. Journal of Statistical Software 40:1–37.
   Web of Science ®Google Scholar
• Galster, G., J. Cutsinger, and U. Lim. 2007. Are neighbourhoods self-stabilising? Exploring endogenous dynamics. Urban Studies 44:167–85.
   Web of Science ®Google Scholar
• Glass, R. 1964. Introduction: Aspects of change. In London: Aspects of change, ed. Centre for Urban Studies, xiii–xxxi. London: MacGibbon & Kee.
   Google Scholar
• Guerrieri, V., D. Hartley, and E. Hurst. 2013. Endogenous gentrification and housing price dynamics. Journal of Public Economics 100:45–60.
   Web of Science ®Google Scholar
• Hackworth, J. 2005. Emergent urban forms, or emergent post-modernisms? A comparison of large US metropolitan areas. Urban Geography 26:484–519.
   Web of Science ®Google Scholar
• Hanlon, B. 2009. Once the American dream: Inner-ring suburbs of the metropolitan United States. Philadelphia: Temple University Press.
   Google Scholar
• Hanlon, B., and T. J. Vicino. 2007. The fate of inner suburbs: Evidence from metropolitan Baltimore. Urban Geography 28:249–75.
   Web of Science ®Google Scholar
• Harris, C. D., and E. L. Ullman. 1945. The nature of cities. The Annals of the American Academy of Political and Social Science 242:7–17.
   Web of Science ®Google Scholar
• Hollister, M. 2009. Is optimal matching suboptimal? Sociological Methods & Research 38:235–64.
   Web of Science ®Google Scholar
• Hoover, E. M., and R. Vernon. 1959. Anatomy of a metropolis. Cambridge, MA: Harvard University Press.
   Google Scholar
• Hoyt, H. 1939. The structure and growth of residential neighborhoods in American cities. Washington, DC: U.S. Federal Housing Administration.
   Google Scholar
• Hwang, J., and R. J. Sampson. 2014. Divergent pathways of gentrification racial inequality and the social order of renewal in Chicago neighborhoods. American Sociological Review 79:726–51.
   Web of Science ®Google Scholar
• Kim, K. 2014. Discrepancy analysis of activity sequences. Transportation Research Record: Journal of the Transportation Research Board 2413:24–33.
   Web of Science ®Google Scholar
• Kitchen, P., and A. Williams. 2009. Measuring neighborhood social change in Saskatoon, Canada: A geographic analysis. Urban Geography 30:261–88.
   Web of Science ®Google Scholar
• Kwan, M.-P., N. Xiao, and G. Ding. 2014. Assessing activity pattern similarity with multidimensional sequence alignment based on a multiobjective optimization evolutionary algorithm. Geographical Analysis 46:297–320.
   Web of Science ®Google Scholar
• Lee, A. C.-D., and C. Rinner. 2015. Visualizing urban social change with self-organizing maps: Toronto neighbourhoods, 1996–2006. Habitat International 45:92–98.
   Web of Science ®Google Scholar
• Lee, S., and N. G. Leigh. 2007. Intrametropolitan spatial differentiation and decline of inner-ring suburbs: A comparison of four US metropolitan areas. Journal of Planning Education and Research 27:146–64.
   Web of Science ®Google Scholar
• Logan, J. R., Z. Xu, and B. J. Stults. 2014. Interpolating US decennial census tract data from as early as 1970 to 2010: A longitudinal tract database. The Professional Geographer 66:412–20.
   PubMed Web of Science ®Google Scholar
• Logan, J., and C. Zhang. 2010. Global neighborhoods: New pathways to diversity and separation. American Journal of Sociology 115:1069–109.
   PubMed Web of Science ®Google Scholar
• McKinnish, T., R. Walsh, and K. White. 2010. Who gentrifies low-income neighborhoods? Journal of Urban Economics 67:180–93.
   PubMed Web of Science ®Google Scholar
• Meyer, W. B., and C. R. Esposito. 2015. Burgess and Hoyt in Los Angeles: Testing the Chicago models in an automotive-age American city. Urban Geography 36:314–25.
   Web of Science ®Google Scholar
• Mikelbank, B. A. 2011. Neighborhood déjà vu: Classification in metropolitan Cleveland, 1970–2000. Urban Geography 32:317–33.
   Web of Science ®Google Scholar
• Morenoff, J. D., and M. Tienda. 1997. Underclass neighborhoods in temporal and ecological perspective. The Annals of the American Academy of Political and Social Science 551:59–72.
   Web of Science ®Google Scholar
• Muth, R. F. 1969. Cities and housing: The spatial pattern of urban residential land use. Chicago: University of Chicago Press.
   Google Scholar
• Needleman, S. B., and C. D. Wunsch. 1970. A general method applicable to the search for similarities in the amino acid sequence of two proteins. Journal of Molecular Biology 48:443–53.
   PubMed Web of Science ®Google Scholar
• Owens, A. 2012. Neighborhoods on the rise: A typology of neighborhoods experiencing socioeconomic ascent. City & Community 11:345–69.
   Web of Science ®Google Scholar
• Park, R., E. W. Burgess, and D. Roderick. 1925. The city. Chicago: University of Chicago Press.
   Google Scholar
• Randall, J. E., and P. H. Morton. 2003. Quality of life in Saskatoon 1991 and 1996: A geographical perspective. Urban Geography 24:691–722.
   Web of Science ®Google Scholar
• Sampson, R. J. 2009. Racial stratification and the durable tangle of neighborhood inequality. The Annals of the American Academy of Political and Social Science 621:260–80.
   Web of Science ®Google Scholar
• ———. 2012. Great American city: Chicago and the enduring neighborhood effect. Chicago: University of Chicago Press.
   Google Scholar
• Schwirian, K. P. 1983. Models of neighborhood change. Annual Review of Sociology 9:83–102.
   Web of Science ®Google Scholar
• Séguin, A.-M., P. Apparicio, and M. Riva. 2012. Identifying, mapping and modelling trajectories of poverty at the neighbourhood level: The case of Montréal, 1986–2006. Applied Geography 35:265–74.
   Web of Science ®Google Scholar
• Shearmur, R., and M. Charron. 2004. From Chicago to LA and back again: A Chicago-inspired quantitative analysis of income distribution in Montreal. The Professional Geographer 56:109–26.
   Web of Science ®Google Scholar
• Shoval, N., and M. Isaacson. 2007. Sequence alignment as a method for human activity analysis. Annals of the Association of American Geographers 97:282–97.
   Web of Science ®Google Scholar
• Skupin, A., and R. Hagelman. 2005. Visualizing demographic trajectories with self-organizing maps. GeoInformatica 9:159–79.
   Web of Science ®Google Scholar
• Stehle, S., and D. J. Peuquet. 2015. Analyzing spatio-temporal patterns and their evolution via sequence alignment. Spatial Cognition & Computation: An Interdisciplinary Journal 15:68–85.
   Web of Science ®Google Scholar
• Teernstra, A., and W. P. Van Gent. 2012. Puzzling patterns in neighborhood change: Upgrading and downgrading in highly regulated urban housing markets. Urban Geography 33:91–119.
   Web of Science ®Google Scholar
• Timberlake, J. M., and J. Iceland. 2007. Changes in racial and ethnic residential inequality in American cities, 1970–2000. City & Community 6:335–65.
   Web of Science ®Google Scholar
• Van Criekingen, M., and J.-M. Decroly. 2003. Revisiting the diversity of gentrification: Neighbourhood renewal processes in Brussels and Montreal. Urban Studies 40:2451–68.
   Web of Science ®Google Scholar
• Vicino, T. J. 2008. The spatial transformation of first-tier suburbs, 1970 to 2000: The case of metropolitan baltimore. Housing Policy Debate 19:479–518.
   Web of Science ®Google Scholar
• Wei, F., and P. L. Knox. 2014. Neighborhood change in metropolitan America, 1990 to 2010. Urban Affairs Review 50:459–89.
   Web of Science ®Google Scholar
• ———. 2015. Spatial transformation of metropolitan cities. Environment and Planning A 47:50–68.
   Web of Science ®Google Scholar
• Wilson, C. 2006. Reliability of sequence-alignment analysis of social processes: Monte Carlo tests of ClustalG software. Environment and Planning A 38:187–204.
   Web of Science ®Google Scholar
• Wilson, C., A. Harvey, and J. Thompson. 1999. ClustalG: Software for analysis of activities and sequential events. Paper presented at the Workshop on Longitudinal Research in Social Science: A Canadian Focus, Windermere Manor, London, ON, Canada.
   Google Scholar
• Wyly, E. K., and D. J. Hammel. 1999. Islands of decay in seas of renewal: Housing policy and the resurgence of gentrification. Housing Policy Debate 10:711–71.
   Web of Science ®Google Scholar