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The (mis)estimation of neighborhood effects: causal inference for a practicable social epidemiology

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  1. Petri Böckerman & Mika Haapanen, 2013. "The effect of polytechnic reform on migration," Journal of Population Economics, Springer;European Society for Population Economics, vol. 26(2), pages 593-617, April.
  2. Buzzelli, Michael & Su, Jason, 2006. "Multi-level modelling in health research: A caution and rejoinder on temporally mismatched data," Social Science & Medicine, Elsevier, vol. 62(5), pages 1215-1218, March.
  3. Kapinos, Kandice A. & Yakusheva, Olga & Eisenberg, Daniel, 2014. "Obesogenic environmental influences on young adults: Evidence from college dormitory assignments," Economics & Human Biology, Elsevier, vol. 12(C), pages 98-109.
  4. Saha, Unnati Rani & Bijwaard, Govert E. & Muhajarine, Nazeem & Vrijkotte, Tanja GM., 2020. "Disadvantaged neighborhoods, birth weight, and problem behavior in five- and six-year-old pre-school children: Evidence from a cohort born in Amsterdam," Social Science & Medicine, Elsevier, vol. 265(C).
  5. Robinovich, Jossiana & Bosma, Hans & Borne, Bart van der & Ossa, Ximena & Muñoz, Sergio & Krumeich, Anja, 2021. "Is a ‘culture of plus-size women’ the independent effect of neighborhood disadvantage on female BMI? A cross-sectional study in two Chilean Municipalities," Social Science & Medicine, Elsevier, vol. 280(C).
  6. Arpino, Bruno & Mealli, Fabrizia, 2011. "The specification of the propensity score in multilevel observational studies," Computational Statistics & Data Analysis, Elsevier, vol. 55(4), pages 1770-1780, April.
  7. Agerbo, Esben & Sterne, Jonathan A.C. & Gunnell, David J., 2007. "Combining individual and ecological data to determine compositional and contextual socio-economic risk factors for suicide," Social Science & Medicine, Elsevier, vol. 64(2), pages 451-461, January.
  8. Pascual, Cruz & Regidor, Enrique & Astasio, Paloma & Ortega, Paloma & Navarro, Pedro & Domínguez, Vicente, 2007. "The association of current and sustained area-based adverse socioeconomic environment with physical inactivity," Social Science & Medicine, Elsevier, vol. 65(3), pages 454-466, August.
  9. Ullmann, S. Heidi & Goldman, Noreen & Pebley, Anne R., 2013. "Contextual factors and weight change over time: A comparison between U.S. Hispanics and other population sub-groups," Social Science & Medicine, Elsevier, vol. 90(C), pages 40-48.
  10. Grafova, Irina B. & Freedman, Vicki A. & Lurie, Nicole & Kumar, Rizie & Rogowski, Jeannette, 2014. "The difference-in-difference method: Assessing the selection bias in the effects of neighborhood environment on health," Economics & Human Biology, Elsevier, vol. 13(C), pages 20-33.
  11. Jonathan L. Blitstein & David M. Murray & Peter J. Hannan & William R. Shadish, 2005. "Increasing the Degrees of Freedom in Future Group Randomized Trials," Evaluation Review, , vol. 29(3), pages 268-286, June.
  12. Scribner, Richard Allen & Theall, Katherine P. & Simonsen, Neal R. & Mason, Karen E. & Yu, Qingzhao, 2009. "Misspecification of the effect of race in fixed effects models of health inequalities," Social Science & Medicine, Elsevier, vol. 69(11), pages 1584-1591, December.
  13. Nirav Mehta, 2019. "Measuring quality for use in incentive schemes: The case of “shrinkage” estimators," Quantitative Economics, Econometric Society, vol. 10(4), pages 1537-1577, November.
  14. Hearst, Mary O. & Sirard, John R. & Forsyth, Ann & Parker, Emily D. & Klein, Elizabeth G. & Green, Christine G. & Lytle, Leslie A., 2013. "The relationship of area-level sociodemographic characteristics, household composition and individual-level socioeconomic status on walking behavior among adults," Transportation Research Part A: Policy and Practice, Elsevier, vol. 50(C), pages 149-157.
  15. Juan Merlo & Philippe Wagner & Nermin Ghith & George Leckie, 2016. "An Original Stepwise Multilevel Logistic Regression Analysis of Discriminatory Accuracy: The Case of Neighbourhoods and Health," PLOS ONE, Public Library of Science, vol. 11(4), pages 1-31, April.
  16. Dujardin, Claire & Farfan-Portet, Maria-Isabel & Mitchell, Richard & Popham, Frank & Thomas, Isabelle & Lorant, Vincent, 2011. "Does country influence the health burden of informal care? An international comparison between Belgium and Great Britain," Social Science & Medicine, Elsevier, vol. 73(8), pages 1123-1132.
  17. Morenoff, Jeffrey D. & House, James S. & Hansen, Ben B. & Williams, David R. & Kaplan, George A. & Hunte, Haslyn E., 2007. "Understanding social disparities in hypertension prevalence, awareness, treatment, and control: The role of neighborhood context," Social Science & Medicine, Elsevier, vol. 65(9), pages 1853-1866, November.
  18. Li, Kelin & Wen, Ming & Henry, Kevin A., 2017. "Ethnic density, immigrant enclaves, and Latino health risks: A propensity score matching approach," Social Science & Medicine, Elsevier, vol. 189(C), pages 44-52.
  19. Sergio J. Rey & Luc Anselin & David C. Folch & Daniel Arribas-Bel & Myrna L. Sastré Gutiérrez & Lindsey Interlante, 2011. "Measuring Spatial Dynamics in Metropolitan Areas," Economic Development Quarterly, , vol. 25(1), pages 54-64, February.
  20. Lutfi, Khaleeq & Trepka, Mary Jo & Fennie, Kristopher P. & Ibanez, Gladys & Gladwin, Hugh, 2015. "Racial residential segregation and risky sexual behavior among non-Hispanic blacks, 2006–2010," Social Science & Medicine, Elsevier, vol. 140(C), pages 95-103.
  21. Krølner, Rikke & Due, Pernille & Rasmussen, Mette & Damsgaard, Mogens Trab & Holstein, Bjørn E. & Klepp, Knut-Inge & Lynch, John, 2009. "Does school environment affect 11-year-olds' fruit and vegetable intake in Denmark?," Social Science & Medicine, Elsevier, vol. 68(8), pages 1416-1424, April.
  22. Ann Forsyth & J. Michael Oakes & Kathryn H. Schmitz & Mary Hearst, 2007. "Does Residential Density Increase Walking and Other Physical Activity?," Urban Studies, Urban Studies Journal Limited, vol. 44(4), pages 679-697, April.
  23. Per E Gustafsson & Miguel San Sebastian, 2014. "When Does Hardship Matter for Health? Neighborhood and Individual Disadvantages and Functional Somatic Symptoms from Adolescence to Mid-Life in the Northern Swedish Cohort," PLOS ONE, Public Library of Science, vol. 9(6), pages 1-9, June.
  24. Mitchell, Richard & Dujardin, Claire & Popham, Frank & Farfan Portet, Maria-Isabel & Thomas, Isabelle & Lorant, Vincent, 2011. "Using matched areas to explore international differences in population health," Social Science & Medicine, Elsevier, vol. 73(8), pages 1113-1122.
  25. Ivory, Vivienne C. & Collings, Sunny C. & Blakely, Tony & Dew, Kevin, 2011. "When does neighbourhood matter? Multilevel relationships between neighbourhood social fragmentation and mental health," Social Science & Medicine, Elsevier, vol. 72(12), pages 1993-2002, June.
  26. Fan, Wen & Qian, Yue, 2017. "Native-immigrant occupational segregation and worker health in the United States, 2004–2014," Social Science & Medicine, Elsevier, vol. 183(C), pages 130-141.
  27. Humphrey, Jamie L. & Root, Elisabeth D., 2017. "Spatio-temporal neighborhood impacts on internalizing and externalizing behaviors in U.S. elementary school children: Effect modification by child and family socio-demographics," Social Science & Medicine, Elsevier, vol. 180(C), pages 52-61.
  28. Qingqing Cai & Louise H Dekker & Stephan J L Bakker & Martin H de Borst & Gerjan Navis, 2019. "Intraregional differences in renal function in the Northern Netherlands: The Lifelines Cohort Study," PLOS ONE, Public Library of Science, vol. 14(10), pages 1-15, October.
  29. Engström, Karin & Mattsson, Fredrik & Järleborg, Anders & Hallqvist, Johan, 2008. "Contextual social capital as a risk factor for poor self-rated health: A multilevel analysis," Social Science & Medicine, Elsevier, vol. 66(11), pages 2268-2280, June.
  30. Cao, Xinyu (Jason) & Mokhtarian, Patricia L. & Handy, Susan L., 2009. "The relationship between the built environment and nonwork travel: A case study of Northern California," Transportation Research Part A: Policy and Practice, Elsevier, vol. 43(5), pages 548-559, June.
  31. Lee R. Mobley & Tzy-Mey Kuo & Lia Scott & Yamisha Rutherford & Srimoyee Bose, 2017. "Modeling Geospatial Patterns of Late-Stage Diagnosis of Breast Cancer in the US," IJERPH, MDPI, vol. 14(5), pages 1-16, May.
  32. James McDonell & Tracy Waters, 2011. "Construction and Validation of an Observational Scale of Neighborhood Characteristics," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 104(3), pages 439-457, December.
  33. Margaret Weden & Christine Peterson & Jeremy Miles & Regina Shih, 2015. "Evaluating Linearly Interpolated Intercensal Estimates of Demographic and Socioeconomic Characteristics of U.S. Counties and Census Tracts 2001–2009," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 34(4), pages 541-559, August.
  34. Stafford, Mai & Duke-Williams, Oliver & Shelton, Nicola, 2008. "Small area inequalities in health: Are we underestimating them?," Social Science & Medicine, Elsevier, vol. 67(6), pages 891-899, September.
  35. Jeong, Tay, 2022. "Contextual fallacy in MLMs with cross-level interaction: A critical review of neighborhood effects on psychiatric resilience," Social Science & Medicine, Elsevier, vol. 310(C).
  36. Debrand, Thierry & Pierre, Aurélie & Allonier, Caroline & Lucas-Gabrielli, Véronique, 2012. "Critical urban areas, deprived areas and neighbourhood effects on health in France," Health Policy, Elsevier, vol. 105(1), pages 92-101.
  37. Arcaya, Mariana C. & Tucker-Seeley, Reginald D. & Kim, Rockli & Schnake-Mahl, Alina & So, Marvin & Subramanian, S.V., 2016. "Research on neighborhood effects on health in the United States: A systematic review of study characteristics," Social Science & Medicine, Elsevier, vol. 168(C), pages 16-29.
  38. Intravia, Jonathan & Stewart, Eric A. & Warren, Patricia Y. & Wolff, Kevin T., 2016. "Neighborhood disorder and generalized trust: A multilevel mediation examination of social mechanisms," Journal of Criminal Justice, Elsevier, vol. 46(C), pages 148-158.
  39. Spielman, Seth E. & Yoo, Eun-hye, 2009. "The spatial dimensions of neighborhood effects," Social Science & Medicine, Elsevier, vol. 68(6), pages 1098-1105, March.
  40. Per E Gustafsson & Miguel San Sebastian & Urban Janlert & Töres Theorell & Hugo Westerlund & Anne Hammarström, 2013. "Residential Selection across the Life Course: Adolescent Contextual and Individual Determinants of Neighborhood Disadvantage in Mid-Adulthood," PLOS ONE, Public Library of Science, vol. 8(11), pages 1-11, November.
  41. Shai Mulinari & Sol Pia Juárez & Philippe Wagner & Juan Merlo, 2015. "Does Maternal Country of Birth Matter for Understanding Offspring’s Birthweight? A Multilevel Analysis of Individual Heterogeneity in Sweden," PLOS ONE, Public Library of Science, vol. 10(5), pages 1-19, May.
  42. Merlo, Juan & Ohlsson, Henrik & Chaix, Basile & Lichtenstein, Paul & Kawachi, Ichiro & Subramanian, S.V., 2013. "Revisiting causal neighborhood effects on individual ischemic heart disease risk: A quasi-experimental multilevel analysis among Swedish siblings," Social Science & Medicine, Elsevier, vol. 76(C), pages 39-46.
  43. Michael R. Kramer & Eric B. Schneider & Jennifer B. Kane & Claire Margerison-Zilko & Jessica Jones-Smith & Katherine King & Pamela Davis-Kean & Joseph G. Grzywacz, 2017. "Getting Under the Skin: Children’s Health Disparities as Embodiment of Social Class," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 36(5), pages 671-697, October.
  44. Margherita Silan & Pietro Belloni & Giovanna Boccuzzo, 2023. "Identification of neighborhood clusters on data balanced by a poset-based approach," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 32(4), pages 1295-1316, October.
  45. Erin York Cornwell & Kathleen A Cagney, 2017. "Aging in Activity Space: Results From Smartphone-Based GPS-Tracking of Urban Seniors," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 72(5), pages 864-875.
  46. Barber, Sharrelle & Diez Roux, Ana V. & Cardoso, Letícia & Santos, Simone & Toste, Veronica & James, Sherman & Barreto, Sandhi & Schmidt, Maria & Giatti, Luana & Chor, Dora, 2018. "At the intersection of place, race, and health in Brazil: Residential segregation and cardio-metabolic risk factors in the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil)," Social Science & Medicine, Elsevier, vol. 199(C), pages 67-76.
  47. Gailey, Samantha, 2022. "Moving to greener pastures: Health selection into neighborhood green space among a highly mobile and diverse population in California," Social Science & Medicine, Elsevier, vol. 315(C).
  48. Shankardass, Ketan & McConnell, Rob S. & Milam, Joel & Berhane, Kiros & Tatalovich, Zaria & Wilson, John P. & Jerrett, Michael, 2007. "The association between contextual socioeconomic factors and prevalent asthma in a cohort of Southern California school children," Social Science & Medicine, Elsevier, vol. 65(8), pages 1792-1806, October.
  49. Ann Forsyth & Mary Hearst & J. Michael Oakes & Kathryn H. Schmitz, 2008. "Design and Destinations: Factors Influencing Walking and Total Physical Activity," Urban Studies, Urban Studies Journal Limited, vol. 45(9), pages 1973-1996, August.
  50. Laura Gottlieb & Howard Waitzkin & Jeanne Miranda, 2011. "Depressive Symptoms and Their Social Contexts: a Qualitative Systematic Literature Review of Contextual Interventions," International Journal of Social Psychiatry, , vol. 57(4), pages 402-417, July.
  51. Anna Maria Santiago & Kristen A. Berg & Joffré Leroux, 2021. "Assessing the Impact of Neighborhood Conditions on Neurodevelopmental Disorders during Childhood," IJERPH, MDPI, vol. 18(17), pages 1-14, August.
  52. Astell-Burt, Thomas & Feng, Xiaoqi & Kolt, Gregory S. & Jalaludin, Bin, 2015. "Does rising crime lead to increasing distress? Longitudinal analysis of a natural experiment with dynamic objective neighbourhood measures," Social Science & Medicine, Elsevier, vol. 138(C), pages 68-73.
  53. Sundquist, Jan & Johansson, Sven-Erik & Yang, Min & Sundquist, Kristina, 2006. "Low linking social capital as a predictor of coronary heart disease in Sweden: A cohort study of 2.8 million people," Social Science & Medicine, Elsevier, vol. 62(4), pages 954-963, February.
  54. Sharifian, Neika & Spivey, Briana N. & Zaheed, Afsara B. & Zahodne, Laura B., 2020. "Psychological distress links perceived neighborhood characteristics to longitudinal trajectories of cognitive health in older adulthood," Social Science & Medicine, Elsevier, vol. 258(C).
  55. Yan Jiang & Yongping Yuan & Anne Neale & Laura Jackson & Megan Mehaffey, 2016. "Association between Natural Resources for Outdoor Activities and Physical Inactivity: Results from the Contiguous United States," IJERPH, MDPI, vol. 13(8), pages 1-12, August.
  56. Johnson, Rucker C. & Schoeni, Robert F. & Rogowski, Jeannette A., 2012. "Health disparities in mid-to-late life: The role of earlier life family and neighborhood socioeconomic conditions," Social Science & Medicine, Elsevier, vol. 74(4), pages 625-636.
  57. Murayama, Hiroshi & Wakui, Tomoko & Arami, Reiko & Sugawara, Ikuko & Yoshie, Satoru, 2012. "Contextual effect of different components of social capital on health in a suburban city of the greater Tokyo area: A multilevel analysis," Social Science & Medicine, Elsevier, vol. 75(12), pages 2472-2480.
  58. Murayama, Hiroshi & Nofuji, Yu & Matsuo, Eri & Nishi, Mariko & Taniguchi, Yu & Fujiwara, Yoshinori & Shinkai, Shoji, 2015. "Are neighborhood bonding and bridging social capital protective against depressive mood in old age? A multilevel analysis in Japan," Social Science & Medicine, Elsevier, vol. 124(C), pages 171-179.
  59. Xiaoming Lin & Ruodan Lu & Liang Guo & Bing Liu, 2019. "Social Capital and Mental Health in Rural and Urban China: A Composite Hypothesis Approach," IJERPH, MDPI, vol. 16(4), pages 1-16, February.
  60. Aleksey Oshchepkov & Anna Shirokanova, 2020. "Multilevel Modeling For Economists: Why, When And How," HSE Working papers WP BRP 233/EC/2020, National Research University Higher School of Economics.
  61. Sirven, Nicolas & Debrand, Thierry, 2008. "Social participation and healthy ageing: An international comparison using SHARE data," Social Science & Medicine, Elsevier, vol. 67(12), pages 2017-2026, December.
  62. Votruba, Mark Edward & Kling, Jeffrey R., 2009. "Effects of neighborhood characteristics on the mortality of black male youth: Evidence from Gautreaux, Chicago," Social Science & Medicine, Elsevier, vol. 68(5), pages 814-823, March.
  63. Curtis, Sarah & Setia, Maninder S. & Quesnel-Vallee, Amelie, 2009. "Socio-geographic mobility and health status: A longitudinal analysis using the National Population Health Survey of Canada," Social Science & Medicine, Elsevier, vol. 69(12), pages 1845-1853, December.
  64. Do, D. Phuong & Dubowitz, Tamara & Bird, Chloe E. & Lurie, Nicole & Escarce, Jose J. & Finch, Brian K., 2007. "Neighborhood context and ethnicity differences in body mass index: A multilevel analysis using the NHANES III survey (1988-1994)," Economics & Human Biology, Elsevier, vol. 5(2), pages 179-203, July.
  65. Ohlsson, Henrik & Merlo, Juan, 2011. "Place effects for areas defined by administrative boundaries: A life course analysis of mortality and cause specific morbidity in Scania, Sweden," Social Science & Medicine, Elsevier, vol. 73(8), pages 1145-1151.
  66. De Clercq, B. & Vyncke, V. & Hublet, A. & Elgar, F.J. & Ravens-Sieberer, U. & Currie, C. & Hooghe, M. & Ieven, A. & Maes, L., 2012. "Social capital and social inequality in adolescents’ health in 601 Flemish communities: A multilevel analysis," Social Science & Medicine, Elsevier, vol. 74(2), pages 202-210.
  67. Samantha Gailey, 2023. "Changes in Residential Greenspace and Birth Outcomes among Siblings: Differences by Maternal Race," IJERPH, MDPI, vol. 20(18), pages 1-22, September.
  68. Shawnita Sealy-Jefferson & Dawn P. Misra, 2019. "Neighborhood Tax Foreclosures, Educational Attainment, and Preterm Birth among Urban African American Women," IJERPH, MDPI, vol. 16(6), pages 1-13, March.
  69. Kawachi, Ichiro & Subramanian, S.V., 2018. "Social epidemiology for the 21st century," Social Science & Medicine, Elsevier, vol. 196(C), pages 240-245.
  70. Shelton, Nicola Jane, 2009. "Regional risk factors for health inequalities in Scotland and England and the "Scottish effect"," Social Science & Medicine, Elsevier, vol. 69(5), pages 761-767, September.
  71. Yang Shu, 2018. "Propensity Score Weighting for Causal Inference with Clustered Data," Journal of Causal Inference, De Gruyter, vol. 6(2), pages 1-19, September.
  72. Petrelli, Alessio & Gnavi, Roberto & Marinacci, Chiara & Costa, Giuseppe, 2006. "Socioeconomic inequalities in coronary heart disease in Italy: A multilevel population-based study," Social Science & Medicine, Elsevier, vol. 63(2), pages 446-456, July.
  73. Root, Elisabeth Dowling & Humphrey, Jamie L., 2014. "Neighborhood racial composition and trajectories of child self-rated health: An application of longitudinal propensity scores," Social Science & Medicine, Elsevier, vol. 120(C), pages 31-39.
  74. Kramer, Michael R. & Cooper, Hannah L. & Drews-Botsch, Carolyn D. & Waller, Lance A. & Hogue, Carol R., 2010. "Metropolitan isolation segregation and Black-White disparities in very preterm birth: A test of mediating pathways and variance explained," Social Science & Medicine, Elsevier, vol. 71(12), pages 2108-2116, December.
  75. Jennifer B. Kane & Claire Margerison-Zilko, 2017. "Theoretical Insights into Preconception Social Conditions and Perinatal Health: The Role of Place and Social Relationships," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 36(5), pages 639-669, October.
  76. James G. Gimpel & Iris Hui, 2017. "Inadvertent and intentional partisan residential sorting," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 58(3), pages 441-468, May.
  77. Schempf, Ashley & Strobino, Donna & O'Campo, Patricia, 2009. "Neighborhood effects on birthweight: An exploration of psychosocial and behavioral pathways in Baltimore, 1995-1996," Social Science & Medicine, Elsevier, vol. 68(1), pages 100-110, January.
  78. Paul L Delamater & Joseph P Messina & Sue C Grady & Vince WinklerPrins & Ashton M Shortridge, 2013. "Do More Hospital Beds Lead to Higher Hospitalization Rates? A Spatial Examination of Roemer’s Law," PLOS ONE, Public Library of Science, vol. 8(2), pages 1-16, February.
  79. Wang, Chih-Hao & Chen, Na, 2017. "A geographically weighted regression approach to investigating the spatially varied built-environment effects on community opportunity," Journal of Transport Geography, Elsevier, vol. 62(C), pages 136-147.
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