» Articles » PMID: 28755275

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

Overview
Journal Demography
Specialty Public Health
Date 2017 Jul 30
PMID 28755275
Citations 10
Authors
Affiliations
Soon will be listed here.
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.

Citing Articles

Recent Developments in Causal Inference and Machine Learning.

Brand J, Zhou X, Xie Y Annu Rev Sociol. 2024; 49:81-110.

PMID: 38911356 PMC: 11192458. DOI: 10.1146/annurev-soc-030420-015345.


The Role of Environmental Chemicals in the Etiology of Learning Difficulties: A Novel Theoretical Framework.

Margolis A, Greenwood P, Dranovsky A, Rauh V Mind Brain Educ. 2024; 17(4):301-311.

PMID: 38389544 PMC: 10881209. DOI: 10.1111/mbe.12354.


Role of School Quality and Neighborhood Disadvantage in Educational Attainment: Do They Vary by Race?.

Joo Y, Kim Y Child Sch. 2023; 45(4):211-221.

PMID: 37781500 PMC: 10541081. DOI: 10.1093/cs/cdad016.


Effects of prenatal polycyclic aromatic hydrocarbons and childhood material hardship on reading achievement in school-age children: A preliminary study.

Greenwood P, Cohen J, Liu R, Hoepner L, Rauh V, Herbstman J Front Psychol. 2023; 13():933177.

PMID: 36687992 PMC: 9845780. DOI: 10.3389/fpsyg.2022.933177.


Does school SES matter less for high-performing students than for their lower-performing peers? A quantile regression analysis of PISA 2018 Australia.

Perry L, Saatcioglu A, Mickelson R Large Scale Assess Educ. 2022; 10(1):17.

PMID: 36406643 PMC: 9649409. DOI: 10.1186/s40536-022-00137-5.


References
1.
Weiss C, Purciel M, Bader M, Quinn J, Lovasi G, Neckerman K . Reconsidering access: park facilities and neighborhood disamenities in New York City. J Urban Health. 2011; 88(2):297-310. PMC: 3079030. DOI: 10.1007/s11524-011-9551-z. View

2.
Crosnoe R . Low-Income Students and the Socioeconomic Composition of Public High Schools. Am Sociol Rev. 2011; 74(5):709-730. PMC: 3086272. DOI: 10.1177/000312240907400502. View

3.
Leventhal T, Brooks-Gunn J . A randomized study of neighborhood effects on low-income children's educational outcomes. Dev Psychol. 2004; 40(4):488-507. DOI: 10.1037/0012-1649.40.4.488. View

4.
Wodtke G, Harding D, Elwert F . Neighborhood Effect Heterogeneity by Family Income and Developmental Period. AJS. 2016; 121(4):1168-222. PMC: 4820764. DOI: 10.1086/684137. View

5.
Bader M, Purciel M, Yousefzadeh P, Neckerman K . Disparities in neighborhood food environments: implications of measurement strategies. Econ Geogr. 2010; 86(4):409-30. DOI: 10.1111/j.1944-8287.2010.01084.x. View