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Neighborhoods, Schools, and Academic Achievement: A Formal Mediation Analysis of Contextual Effects on Reading and Mathematics Abilities

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  • Geoffrey T. Wodtke

    (University of Toronto)

  • Matthew Parbst

    (University of Toronto)

Abstract

Although evidence indicates that neighborhoods affect educational outcomes, relatively little research has explored the mechanisms thought to mediate these effects. This study investigates whether school poverty mediates the effect of neighborhood context on academic achievement. Specifically, it uses longitudinal data from the Panel Study of Income Dynamics, counterfactual methods, and a value-added modeling strategy to estimate the total, natural direct, and natural indirect effects of exposure to an advantaged rather than disadvantaged neighborhood on reading and mathematics abilities during childhood and adolescence. Contrary to expectations, results indicate that school poverty is not a significant mediator of neighborhood effects during either developmental period. Although moving from a disadvantaged neighborhood to an advantaged neighborhood is estimated to substantially reduce subsequent exposure to school poverty and improve academic achievement, school poverty does not play an important mediating role because even the large differences in school composition linked to differences in neighborhood context appear to have no appreciable effect on achievement. An extensive battery of sensitivity analyses indicates that these results are highly robust to unobserved confounding, alternative model specifications, alternative measures of school context, and measurement error, which suggests that neighborhood effects on academic achievement are largely due to mediating factors unrelated to school poverty.

Suggested Citation

  • Geoffrey T. Wodtke & Matthew Parbst, 2017. "Neighborhoods, Schools, and Academic Achievement: A Formal Mediation Analysis of Contextual Effects on Reading and Mathematics Abilities," Demography, Springer;Population Association of America (PAA), vol. 54(5), pages 1653-1676, October.
  • Handle: RePEc:spr:demogr:v:54:y:2017:i:5:d:10.1007_s13524-017-0603-1
    DOI: 10.1007/s13524-017-0603-1
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    1. Steven G. Rivkin & Eric A. Hanushek & John F. Kain, 2005. "Teachers, Schools, and Academic Achievement," Econometrica, Econometric Society, vol. 73(2), pages 417-458, March.
    2. Mary A. Burke & Tim R. Sass, 2013. "Classroom Peer Effects and Student Achievement," Journal of Labor Economics, University of Chicago Press, vol. 31(1), pages 51-82.
    3. James Heckman & Flavio Cunha, 2007. "The Technology of Skill Formation," American Economic Review, American Economic Association, vol. 97(2), pages 31-47, May.
    4. Daniel Aaronson, 1998. "Using Sibling Data to Estimate the Impact of Neighborhoods on Children's Educational Outcomes," Journal of Human Resources, University of Wisconsin Press, vol. 33(4), pages 915-946.
    5. Lisa Sanbonmatsu & Jeffrey R. Kling & Greg J. Duncan & Jeanne Brooks-Gunn, 2006. "Neighborhoods and Academic Achievement: Results from the Moving to Opportunity Experiment," Journal of Human Resources, University of Wisconsin Press, vol. 41(4).
    6. Raj Chetty & John N. Friedman & Jonah E. Rockoff, 2014. "Measuring the Impacts of Teachers I: Evaluating Bias in Teacher Value-Added Estimates," American Economic Review, American Economic Association, vol. 104(9), pages 2593-2632, September.
    7. Card, David & Rothstein, Jesse, 2007. "Racial segregation and the black-white test score gap," Journal of Public Economics, Elsevier, vol. 91(11-12), pages 2158-2184, December.
    8. Flavio Cunha & James J. Heckman & Susanne M. Schennach, 2010. "Estimating the Technology of Cognitive and Noncognitive Skill Formation," Econometrica, Econometric Society, vol. 78(3), pages 883-931, May.
    9. Hanushek, Eric A., 2011. "The economic value of higher teacher quality," Economics of Education Review, Elsevier, vol. 30(3), pages 466-479, June.
    10. Michael D. M. Bader & Marnie Purciel & Paulette Yousefzadeh & Kathryn M. Neckerman, 2010. "Disparities in Neighborhood Food Environments: Implications of Measurement Strategies," Economic Geography, Taylor & Francis Journals, vol. 86(4), pages 409-430, October.
    11. Geoffrey Wodtke, 2013. "Duration and Timing of Exposure to Neighborhood Poverty and the Risk of Adolescent Parenthood," Demography, Springer;Population Association of America (PAA), vol. 50(5), pages 1765-1788, October.
    12. M. Christopher Auld & Nirmal Sidhu, 2005. "Schooling, cognitive ability and health," Health Economics, John Wiley & Sons, Ltd., vol. 14(10), pages 1019-1034, October.
    13. Kate H. Choi & R. Kelly Raley & Chandra Muller & Catherine Riegle‐Crumb, 2008. "Class Composition: Socioeconomic Characteristics of Coursemates and College Enrollment," Social Science Quarterly, Southwestern Social Science Association, vol. 89(4), pages 846-866, December.
    14. C. Kirabo Jackson, 2012. "Non-Cognitive Ability, Test Scores, and Teacher Quality: Evidence from 9th Grade Teachers in North Carolina," NBER Working Papers 18624, National Bureau of Economic Research, Inc.
    15. Christopher Winship & Larry Radbill, 1994. "Sampling Weights and Regression Analysis," Sociological Methods & Research, , vol. 23(2), pages 230-257, November.
    16. Michael D. M. Bader & Marnie Purciel & Paulette Yousefzadeh & Kathryn M. Neckerman, 2010. "Disparities in Neighborhood Food Environments: Implications of Measurement Strategies," Economic Geography, Clark University, vol. 86(4), pages 409-430, October.
    17. Raj Chetty & Nathaniel Hendren & Lawrence F. Katz, 2016. "The Effects of Exposure to Better Neighborhoods on Children: New Evidence from the Moving to Opportunity Experiment," American Economic Review, American Economic Association, vol. 106(4), pages 855-902, April.
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    2. Bailwal, Neha & Paul, Sourabh Bikas, 2024. "Village dominance and learning gaps in rural India," Journal of Economic Behavior & Organization, Elsevier, vol. 219(C), pages 52-73.
    3. Trinidad, Jose Eos, 2021. "Childhood adversity and deviant peers: Considering behavioral selection and cultural socialization pathways," Children and Youth Services Review, Elsevier, vol. 121(C).
    4. Jason Fletcher & Jinho Kim & Jenna Nobles & Stephen Ross & Irina Shaorshadze, 2021. "The Effects of Foreign-Born Peers in US High Schools and Middle Schools," Journal of Human Capital, University of Chicago Press, vol. 15(3), pages 432-468.
    5. Jean-William Laliberté, "undated". "Long-term Contextual Effects in Education: Schools and Neighborhoods," Working Papers 2019-01, Department of Economics, University of Calgary.
    6. José Mauricio Chávez Charro & Isabel Neira & Maricruz Lacalle-Calderon, 2021. "Scientific Competence in Developing Countries: Determinants and Relationship to the Environment," Sustainability, MDPI, vol. 13(22), pages 1-16, November.
    7. Nieuwenhuis, Jaap & Kleinepier, Tom & van Ham, Maarten, 2019. "Neighbourhood and School Poverty Simultaneously Predicting Educational Achievement, Taking into Account Timing and Duration of Exposure," IZA Discussion Papers 12396, Institute of Labor Economics (IZA).
    8. Sourabh Balgi & Adel Daoud & Jose M. Pe~na & Geoffrey T. Wodtke & Jesse Zhou, 2024. "Deep Learning With DAGs," Papers 2401.06864, arXiv.org.
    9. Joeke Kuyvenhoven & Willem R. Boterman, 2021. "Neighbourhood and school effects on educational inequalities in the transition from primary to secondary education in Amsterdam," Urban Studies, Urban Studies Journal Limited, vol. 58(13), pages 2660-2682, October.
    10. 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).
    11. Jonathan J. B. Mijs & Jaap Nieuwenhuis, 2022. "Adolescents' future in the balance of family, school, and the neighborhood: A multidimensional application of two theoretical perspectives," Social Science Quarterly, Southwestern Social Science Association, vol. 103(3), pages 534-549, May.
    12. Pablo Santiago Serrati, 2024. "School and residential segregation in the reproduction of urban segregation: A case study in Buenos Aires," Urban Studies, Urban Studies Journal Limited, vol. 61(2), pages 313-330, February.
    13. Ann Owens & Jennifer Candipan, 2019. "Social and spatial inequalities of educational opportunity: A portrait of schools serving high- and low-income neighbourhoods in US metropolitan areas," Urban Studies, Urban Studies Journal Limited, vol. 56(15), pages 3178-3197, November.

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