References
- Acevedo-Garcia, D., McArdle, N., Hardy, E. F., Ioana Crisan, U., Romano, B., Norris, D., Baek, M. & Reece, J. (2014) The child opportunity index: Improving collaboration between community development and public health, Health Affairs, 33, pp. 1948–1957.
- Acevedo-Garcia, D., Noelke, C., McArdle, N., Sofer, N., Hardy, E. F., Weiner, M., Baek, M., Huntington, N., Huber, R. & Reece, J. (2020) Racial and ethnic inequities in children’s neighbourhoods: Evidence from the new child opportunity index 2.0, Health Affairs, 39, pp. 1693–1701.
- Acevedo-Garcia, D., Osypuk, T. L., McArdle, N. & Williams, D. R. (2008) Toward a policy-relevant analysis of geographic and racial/ethnic disparities in child health, Health Affairs, 27, pp. 321–333.
- Acevedo‐Garcia, D., Osypuk, T. L., Werbel, R. E., Meara, E. R., Cutler, D. M. & Berkman, L. F. (2004) Does housing mobility policy improve health?, Housing Policy Debate, 15, pp. 49–98.
- Alten, R., Behar, C., Boileau, C., Merckaert, P., Afari, E., Vannier-Moreau, V., Connolly, S., Najm, A., Juge, P. A., Rai, A., Elbez, Y. & Lozenski, K. (2021) Ab0205 a novel method for predicting 1-Year retention of abatacept using machine learning techniques: Directionality and importance of predictors, Annals of the Rheumatic Diseases, 80, pp. 1127–1128.
- Antonakos, C. L., Coulton, C. J., Kaestner, R., Lauria, M., Porter, D. E. & Colabianchi, N. (2020) Built environment exposures of adults in the moving to opportunity experiment, Housing Studies, 35, pp. 703–719.
- Arcaya, M. C., Graif, C., Waters, M. C. & Subramanian, S. (2016) Health selection into neighbourhoods among families in the moving to opportunity program, American Journal of Epidemiology, 183, pp. 130–137.
- Bergman, P., Chetty, R. & DeLuca, S. (2020) Creating moves to opportunity: Experimental evidence on barriers to neighbourhood choice.
- Blumenberg, E. & Pierce, G. (2017) Car access and long-term poverty exposure: Evidence from the moving to opportunity (MTO) experiment, Journal of Transport Geography, 65, pp. 92–100.
- Briggs, XdS., Popkin, S. J. & Goering, J. (2010) Moving to Opportunity: The Story of an American Experiment to Fight Ghetto Poverty (Oxford, UK: Oxford University Press).
- Brunwasser, S. M. & Gillham, J. E. (2018) Identifying moderators of response to the penn resiliency program: A synthesis study, Prevention Science, 19, pp. 38–48.
- Casey, P., Goolsby, S., Berkowitz, C., Frank, D., Cook, J., Cutts, D., Black, M. M., Zaldivar, N., Levenson, S., Heeren, T. & Meyers, A. (2004) Maternal depression, changing public assistance, food security, and child health status, Pediatrics, 113, pp. 298–304.
- Chetty, R., Hendren, N. & Katz, L. F. (2016) The effects of exposure to better neighbourhoods on children: New evidence from the moving to opportunity experiment, The American Economic Review, 106, pp. 855–902.
- de Souza Briggs, X. (1997) Moving up versus moving out: Neighbourhood effects in housing mobility programs, Housing Policy Debate, 8, pp. 195–234.
- Desmond, M. (2016) Evicted: Poverty and Profit in the American City (New York: Crown).
- Diez Roux, A. V., Merkin, S. S., Hannan, P., Jacobs, D. R. & Kiefe, C. I. (2003) Area characteristics, individual-level socioeconomic indicators, and smoking in young adults: The coronary artery disease risk development in young adults study, American Journal of Epidemiology, 157, pp. 315–326.
- Diez-Roux, A. V., Nieto, F. J., Muntaner, C., Tyroler, H. A., Comstock, G. W., Shahar, E., Cooper, L. S., Watson, R. L. & Szklo, M. (1997) Neighbourhood environments and coronary heart disease: A multilevel analysis, American Journal of Epidemiology, 146, pp. 48–63.
- Feaster, D. J., Mikulich-Gilbertson, S. & Brincks, A. M. (2011) Modeling site effects in the design and analysis of multi-site trials, The American Journal of Drug and Alcohol Abuse, 37, pp. 383–391.
- Feins, J. D., McInnis, D. & Popkin, S. J. (1997) Counseling in the Moving to Opportunity Demonstration Program (Washington, DC: US Department of Housing and Urban Development).
- Finkel, M. & Buron, L. (2001) Study on Section 8 voucher success rates. Volume I. Quantitative study of success rates in metropolitan areas. in: prepared by Abt Associates for the US Department of Housing and Urban Development, 2–3.
- Friedman, J., Hastie, T. & Tibshirani, R. (2001) The Elements of Statistical Learning (New York, NY: Springer).
- Galster, G. C. & Killen, S. P. (1995) The geography of metropolitan opportunity: A reconnaissance and conceptual framework, Housing Policy Debate, 6, pp. 7–43.
- Garge, N. R., Eggleston, B., Bobashev, G., Carper, B., Jones, K., Hothorn, T., Hornik, K., Strobl, C. & Zeileis, A. (2019) Package ‘Mobforest’.
- Goering, J. (2003) The impacts of new neighbourhoods on poor families: Evaluating the policy implications of the moving to opportunity demonstration, Economic Policy Review, 9, pp. 113–140.
- Gupta, S. K. (2011) Intention-to-treat concept: A review, Perspectives in Clinical Research, 2, pp. 109–112.
- Hothorn, T. & Zeileis, A. (2015) Partykit: A modular toolkit for recursive partytioning in R, The Journal of Machine Learning Research, 16, pp. 3905–3909.
- HUD (US Department of Housing and Urban Development). (2021a) Payment standard amount and schedule. Code of Federal Regulations, Government Printing Office, pp. 544–547.
- HUD (US Department of Housing and Urban Development). (2021b) Section 8 Management Assessment Program (SEMAP). Code of Federal Regulations, Government Printing Office, pp. 637–638.
- James, G., Witten, D., Hastie, T. & Tibshirani, R. (2017) An Introduction to Statistical Learning: With Applications in R (New York: Springer).
- Jeon, J. S., Dawkins, C. & Pendall, R. (2018) How vehicle access enables low-income households to live in better neighbourhoods, Housing Policy Debate, 28, pp. 920–939.
- Keels, M., Duncan, G. J., DeLuca, S., Mendenhall, R. & Rosenbaum, J. (2005) Fifteen years later: Can residential mobility programs provide a long-term escape from neighbourhood segregation, crime, and poverty, Demography, 42, pp. 51–73.
- Kim, D. (2008) Blues from the neighbourhood? Neighbourhood characteristics and depression, Epidemiologic Reviews, 30, pp. 101–117.
- Kim, H. (2022) Failing the least advantaged: An unintended consequence of local implementation of the housing choice voucher program, Housing Policy Debate, 32, pp. 369–385.
- Kim, H., Burgard, S. A. & Seefeldt, K. S. (2017) Housing assistance and housing insecurity: A study of renters in southeastern Michigan in the wake of the great recession, Social Service Review, 91, pp. 41–70.
- Krzykalla, J., Benner, A. & Kopp‐Schneider, A. (2020) Exploratory identification of predictive biomarkers in randomized trials with normal endpoints, Statistics in Medicine, 39, pp. 923–939.
- Kuhlthau, K., Hill, K. S., Yucel, R. & Perrin, J. M. (2005) Financial burden for families of children with special health care needs, Maternal and Child Health Journal, 9, pp. 207–218.
- Leventhal, T. & Brooks-Gunn, J. (2000) The neighbourhoods they live in: the effects of neighbourhood residence on child and adolescent outcomes, Psychological Bulletin, 126, pp. 309–337.
- Leventhal, T., Dupéré, V. & Brooks-Gunn, J. (2009) Neighbourhood influences on adolescent development, in: Handbook of Adolescent Psychology (Hoboken, NJ: Wiley), vol. 2, pp. 411–443.
- Lipkovich, I., Dmitrienko, A. & D’Agostino, B. R. (2017) Tutorial in biostatistics: Data‐driven subgroup identification and analysis in clinical trials, Statistics in Medicine, 36, pp. 136–196.
- Logan, J. R. (2013) The persistence of segregation in the 21st century metropolis, City & Community, 12, pp. 160–168.
- Lundberg, S. M. & Lee, S.-I. (2017) A unified approach to interpreting model predictions, in: Advances in neural information processing systems (Cambridge, MA: MIT Press), pp. 4765–4774.
- Lung–Amam, W. S., Knaap, E., Dawkins, C. & Knaap, G. (2018) Opportunity for whom? The diverse definitions of neighbourhood opportunity in Baltimore, City & Community, 17, pp. 636–657.
- Mair, C., Roux, A. D. & Galea, S. (2008) Are neighbourhood characteristics associated with depressive symptoms? A review of evidence, Journal of Epidemiology & Community Health, 62, pp. 940–946.
- Massey, D. & Denton, N. A. (1993) American apartheid: Segregation and the making of the underclass (Cambridge, MA: Harvard University Press).
- Massey, D. S. (2013) Inheritance of poverty or inheritance of place? The emerging consensus on neighbourhoods and stratification, Contemporary Sociology: A Journal of Reviews, 42, pp. 690–695.
- Massey, D. S. (2015) The legacy of the 1968 fair housing act, Sociological Forum, 30, pp. 571–588.
- Molnar, C. (2022) Interpretable Machine Learning: A Guide for Making Black Box Models Explainable (Morrisville, NC: Lulu Press).
- Nguyen, Q. C., Acevedo-Garcia, D., Schmidt, N. M. & Osypuk, T. L. (2017) The effects of a housing mobility experiment on participants’ residential environments, Housing Policy Debate, 27, pp. 419–448.
- Nguyen, Q. C., Rehkopf, D. H., Schmidt, N. M. & Osypuk, T. L. (2016) Heterogeneous effects of housing vouchers on the mental health of Us adolescents, American Journal of Public Health, 106, pp. 755–762.
- Noelke, C., McArdle, N., Baek, M. H., Huber, N. R., Hardy, E. & Acevedo-Garcia, D. (2020) Child Opportunity Index 2.0 Technical Documentation.
- Orr, L., Feins, J. D., Jacob, R., Beecroft, E., Sanbonmatsu, L., Katz, L. F., Liefman, J. F. & Kling, J. R. (2003) Moving to opportunity for fair housing demonstration program interim impacts evaluation; Us Department of Housing and Urban Development. Office of Policy Development & Research.
- Osypuk, T. L. & Acevedo-Garcia, D. (2010) Beyond individual neighbourhoods: A geography of opportunity perspective for understanding racial/ethnic health disparities, Health & Place, 16, pp. 1113–1123.
- Osypuk, T. L., Schmidt, N. M., Bates, L. M., Tchetgen-Tchetgen, E. J., Earls, F. J. & Glymour, M. M. (2012) Gender and crime victimization modify neighbourhood effects on adolescent mental health, Pediatrics, 130, pp. 472–481.
- Owens, A. (2016) Inequality in children’s contexts: Income segregation of households with and without children, American Sociological Review, 81, pp. 549–574.
- Park, H. J. & Choi, K. (2021) Affordable housing program tenants and their access to public transportation and employment, Journal of Housing and the Built Environment, 36, pp. 1119–1139.
- Pendall, R. (2000) Why voucher and certificate users live in distressed neighbourhoods, Housing Policy Debate, 11, pp. 881–910.
- Reardon, S. F., Bischoff, K., Owens, A. & Townsend, J. B. (2018) Has income segregation really increased? Bias and bias correction in sample-based segregation estimates, Demography, 55, pp. 2129–2160.
- Reina, V. J. & Aiken, C. (2022) Moving to opportunity, or aging in place? The changing profile of low income and subsidized households and where they live, Urban Affairs Review, 58, pp. 454–492.
- Rosenbaum, J. E. (1995) Changing the geography of opportunity by expanding residential choice: Lessons from the gautreaux program, Housing Policy Debate, 6, pp. 231–269.
- Rosenblatt, P. & DeLuca, S. (2012) We don’t live outside, We live in here: Neighbourhood and residential mobility decisions among low‐income families, City & Community, 11, pp. 254–284.
- Rudolph, K., Schmidt, N., Glymour, M., Crowder, R., Galin, J., Ahern, J. & Osypuk, T. (2018) Composition or context: Using transportability to understand drivers of site differences in a large-scale housing experiment, Epidemiology (Cambridge, Mass.), 29, pp. 199–206.
- Sampson, R. J. (2012) Great American City (Chicago, IL: University of Chicago Press).
- Sanbonmatsu, L., Katz, L. F., Ludwig, J., Gennetian, L. A., Duncan, G. J., Kessler, R. C., Adam, E. K., McDade, T. & Lindau, S. T. (2011) Moving to opportunity for fair housing demonstration program: final impacts evaluation.
- Schmidt, N. M., Glymour, M. M. & Osypuk, T. L. (2021) Does the temporal pattern of moving to a higher-quality neighbourhood across a 5-year period predict psychological distress among adolescents? Results from a federal housing experiment, American Journal of Epidemiology, 190, pp. 998–1008.
- Schmidt, N. M., Tchetgen Tchetgen, E. J., Ehntholt, A., Almeida, J., Nguyen, Q. C., Molnar, B. E., Azrael, D. & Osypuk, T. L. (2014) Does neighbourhood collective efficacy for families change over time? The boston neighbourhood survey, Journal of Community Psychology, 42, pp. 61–79.
- Strobl, C., Malley, J. & Tutz, G. (2009) An introduction to recursive partitioning: Rationale, application, and characteristics of classification and regression trees, bagging, and random forests, Psychological Methods, 14, pp. 323–348.
- Su, X., Tsai, C.-L., Wang, H., Nickerson, D. M. & Li, B. (2009) Subgroup analysis via recursive partitioning, Journal of Machine Learning Research, 10, pp. 141–158.
- Talen, E. & Koschinsky, J. (2014) The neighbourhood quality of subsidized housing, Journal of the American Planning Association, 80, pp. 67–82.
- Tian, L., Alizadeh, A. A., Gentles, A. J. & Tibshirani, R. (2014) A simple method for estimating interactions between a treatment and a large number of covariates, Journal of the American Statistical Association, 109, pp. 1517–1532.
- Truong, K. D. & Ma, S. (2006) A systematic review of relations between neighbourhoods and mental health, Journal of Mental Health Policy and Economics, pp. 137–154.
- Turner, M. A., Comey, J., Kuehn, D. & Nichols, A. (2011) Helping Poor Families Gain and Sustain Access to High-Opportunity Neighbourhoods (Washington, DC: The Urban Institute).
- Varady, D. (2010) What should housing vouchers do? A review of the recent literature, Journal of Housing and the Built Environment, 25, pp. 391–407.
- Wang, R., Larsen, K. & Ray, A. (2015) Rethinking locational outcomes for housing choice vouchers: a case study in duval county, Florida, Housing Policy Debate, 25, pp. 715–738.
- Wood, H. (2014) When only a house makes a home: How home selection matters in the residential mobility decisions of Lower-Income, Inner-City african American families, Social Service Review, 88, pp. 264–294.
- Zeileis, A., Hothorn, T. & Hornik, K. (2008) Model-based recursive partitioning, Journal of Computational and Graphical Statistics, 17, pp. 492–514.