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Learning From Success to Disrupt Disparities

Exploring Inclusive Disciplinary Districts in the United States

Bibliographic Data

ID9729148
AuthorsR O Welsh (0000-0001-6079-4111, Vanderbilt University, Nashville, TN, USA, corresponding author), Blaise Joseph (New York University, NY, USA), Luis A Rodríguez (0000-0002-4877-2056, New York University, NY, USA)
Year2026
Volume58
Issue3
Pages404-431
Publication date2026-03-01
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueEducation and Urban Society (JOURNAL)
Journal identifiersISSN: 0013-1245 • E-ISSN: 1552-3535
PublisherSAGE Publications (PUBLISHER • US)
DOI10.1177/00131245251372937
OpenAlexW4415501718
LanguageEN
References cited47

Racial inequality in school discipline is an important topic in education. Using nationwide data, this study identifies and examines “Inclusive Disciplinary Districts” (IDDs) in the United States. We use data from the Civil Rights Data Collection (CRDC) that provides district-level data for the years 2011 to 2012, 2013 to 2014, 2015 to 2016, and 2017 to 2018. The results indicate that suspension rates for Black students, the geographic region, student composition, and economic and social characteristics of IDDs differ from those of High Disciplinary Districts (HDDs) and Median Disciplinary Districts (MDDs). The South has a disproportionately lower share of IDDs and higher share of HDDs. IDDs tend to serve a lower proportion of low-income and Black students than HDDs. Income, racial income inequality, poverty and unemployment rates, crime rates, education levels, the proportion of single-mother households and the proportion of Black residents vary significantly across the neighborhoods of IDDs, MDDs, and HDDs. Differences between IDDs and HDDs are similar even when the sample of districts is limited to predominantly Black districts, predominantly Latinx districts, or predominantly low-income districts. There is notable variation in disciplinary outcomes across regions in the U.S and the findings raise concerns about school discipline policies and practices in the South

Civil rights · Discipline · Educational attainment · Higher education · Inequality · Poverty · Racial bias · Sample (material · Socioeconomic status · Unemployment · Disability Education and Employment · Education Discipline and Inequality · Legal Issues in Education

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  • Relationship Between School Suspension and Student Outcomes

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  • Improving Schools in Socioeconomically Disadvantaged Areas ? A Review of Research Evidence

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  • Disproportionality Reduction in Exclusionary School Discipline

    Open Access•D Massey, Allison R Firestone et al.•Review of Educational Research•2021

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    Open Access•R O Welsh, Luis A Rodríguez et al.•Journal of School Psychology•2024

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    Open Access•F Chris Curran, Maida A Finch•Educational Administration…•2021

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    Open Access•R O Welsh•Children and Youth Services Review•2023

  • School Discipline in the Age of Covid-19

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    Open Access•H R Milner•Urban Education•2012

  • Trajectories of externalizing behavior from age 2 to age 9

    Jennifer L Miner, K Alison Clarke‐stewart et al.•Developmental Psychology•2008

  • A Randomized Study of Neighborhood Effects on Low-Income Children's Educational Outcomes

    Tama Leventhal, Jeanne Brooks-Gunn•Developmental Psychology•2004

  • School Discipline and Racial Disparities in Early Adulthood

    Open Access•Miles Davison, Andrew M Penner et al.•Educational Researcher•2022

  • Troublemakers? The Role of Frequent Teacher Referrers in Expanding Racial Disciplinary Disproportionalities

    Open Access•Jing Liu, Emily K Penner et al.•Educational Researcher•2023

  • The Achievement Gap and the Discipline Gap

    Open Access•Andrea Gregory, Anne Gregory et al.•Educational Researcher•2010

  • Improving Student Behavior and School Discipline with Family and Community Involvement

    Open Access•Steven B Sheldon, Jodie Levin Epstein et al.•Education and Urban Society•2002

  • Potential Racial Threat on Student In-School Suspensions in Segregated U.S. Neighborhoods

    Open Access•Jin Lee•Education and Urban Society•2023

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  • Unraveling the Contextual Effects on Student Suspension and Juvenile Arrest

    Open Access•David S Kirk•Criminology•2009

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    Kelly Welch, Allison Ann Payne•Social Problems•2010

  • Adverse Childhood Experiences, Family Social Capital, and Externalizing Behavior Problems

    Open Access•Ashleigh Kysar‐moon•Journal of Family Issues•2022

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    Open Access•R O Welsh, Luis A Rodríguez et al.•Sociology of Education•2025

  • Latino/a Student Threat and School Disciplinary Policies and Practices

    Open Access•Kelly Welch, Allison Ann Payne•Sociology of Education•2018

  • Do Differences in School Quality Matter More Than We Thought? New Evidence on Educational Opportunity in the Twenty-first Century

    Open Access•Jennifer L Jennings, David Deming et al.•Sociology of Education•2015

  • Gentrified Discipline

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