Recent developments in causal inference and machine learning

JE Brand, X Zhou, Y Xie - Annual Review of Sociology, 2023 - annualreviews.org
This article reviews recent advances in causal inference relevant to sociology. We focus on
a selective subset of contributions aligning with four broad topics: causal effect identification …

Neighborhood–School structures: A new approach to the joint study of social contexts

P Rich, A Owens - Annual review of sociology, 2023 - annualreviews.org
Robust literatures separately estimate school effects and neighborhood effects on children's
educational, economic, health, and other outcomes that measure well-being. A growing …

Neighbourhood effects and beyond: Explaining the paradoxes of inequality in the changing American metropolis

RJ Sampson - Urban Studies, 2019 - journals.sagepub.com
American cities today are simultaneously the same and different from Wilson's classic
portrayal in The Truly Disadvantaged ([1987] 2012), first published over 30 years ago …

Triple disadvantage: neighborhood networks of everyday urban mobility and violence in US cities

BL Levy, NE Phillips… - American Sociological …, 2020 - journals.sagepub.com
This article develops and assesses the concept of triple neighborhood disadvantage. We
argue that a neighborhood's well-being depends not only on its own socioeconomic …

Social and spatial inequalities of educational opportunity: A portrait of schools serving high-and low-income neighbourhoods in US metropolitan areas

A Owens, J Candipan - Urban Studies, 2019 - journals.sagepub.com
Neighbourhoods and schools are both important contexts for children's wellbeing. While
often posited, little evidence documents inequalities in schools serving high-and low-income …

Long-term contextual effects in education: Schools and neighborhoods

JW Laliberté - American Economic Journal: Economic Policy, 2021 - aeaweb.org
This paper estimates the long-term impact of growing up in better neighborhoods and
attending better schools on educational attainment. First, I use a spatial regression …

The impact of inequality on intergenerational mobility

TA DiPrete - Annual Review of Sociology, 2020 - annualreviews.org
The extent and causes of trends and cross-national variation in social class and
occupational status mobility have been major topics of sociological research for decades …

Is health contagious?—Based on empirical evidence from China family panel studies' data

F Hu, X Shi, H Wang, N Nan, K Wang, S Wei… - Frontiers in Public …, 2021 - frontiersin.org
This study empirically analysed the contagion of health using data from China Family Panel
Studies. We first controlled variables related to health behaviour, medical conditions …

Neighborhood violence, peer effects, and academic achievement in Chicago

J Burdick-Will - Sociology of education, 2018 - journals.sagepub.com
Research shows that exposure to local neighborhood violence is associated with students'
behavior and engagement in the classroom. Given the social nature of schooling, these …

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

LB Perry, A Saatcioglu, RA Mickelson - Large-scale assessments in …, 2022 - Springer
Background While the relationship between school socioeconomic composition and student
academic outcomes is well established, knowledge about differential effects is not extensive …