The Pipeline Begins Before the Court
Inequality in American society is not abstract. It appears in schools, encounters with police, courtrooms, sentencing practices, and prisons. These systems do not merely punish individual conduct. Too often they reproduce racial hierarchies under the language of discipline, safety, discretion, and procedure.
For many young people, the first official mark of exclusion is not an arrest. It is a school suspension. From the outside, a suspension can seem small: a few days at home, a disciplinary record, a warning. But for a child who is already facing poverty, language barriers, disability, trauma, racism, bullying, or family instability, a suspension can set off a chain reaction. The child falls behind. The school sees them as a problem. The child feels rejected. The next conflict is punished more easily. The distance between the classroom and the court grows shorter.
Discipline Is Not Applied Equally
National data show that school discipline is not applied evenly. The U.S. Department of Education's 2021–22 Civil Rights Data Collection reported that roughly 2.3 million K–12 students received one or more in-school suspensions and roughly 2.4 million received one or more out-of-school suspensions. The same report found that Hispanic children made up 15 percent of K–12 enrollment, but 16 percent of those who received in-school suspensions, 16 percent of out-of-school suspensions, and 17 percent of expulsions.[1]
Those national percentages may look modest from a distance. But the disparities are often seen more sharply at the district and school level. In the Boulder Valley School District, Latino students were nearly 20 percent of the district's roughly 29,000 students, yet accounted for about 44 percent of suspensions during the 2021–22 school year. Latino students were about 3.5 times more likely to be suspended than white students.[2]
That matters because local data is where children actually live. A national average does not tell a mother what is happening in her child's hallway, cafeteria, classroom, or principal's office. The school-to-prison pipeline is not just a national theory. It is built one school decision at a time.
Suspension Casts Long Shadows
Research shows that suspension is connected to serious long-term consequences. One longitudinal study found that suspended youth were 30 percent more likely to have been arrested once, 51 percent more likely to have been arrested twice or more, and 23 percent more likely to have been imprisoned years later, compared with youth who were not suspended.[3]
These numbers force a moral question: if suspension increases risk rather than reducing harm, why do schools keep using it as a first response? If the goal is safety, exclusion cannot be the only tool. A child pushed out of school does not disappear. They carry the shame, the anger, the fear, and the academic setback back into the community. When schools remove young people without healing the underlying causes, they do not solve the problem. They relocate it.
When Disability, Trauma, and Race Meet Punishment
The pipeline becomes even more dangerous when disability, trauma, and race intersect. The same federal report found that students with disabilities under IDEA made up 17 percent of K–12 enrollment, but 27 percent of those who received in-school suspensions, 29 percent of out-of-school suspensions, and 24 percent of expulsions.[1] Students with disabilities were also overrepresented in referrals to police and school-related arrests.
For Latino and Native American youth, disability can be misread through language, culture, poverty, or stereotypes. Trauma can be labeled as disrespect. Autism can be read as defiance. Depression can be seen as laziness. Anxiety can look like avoidance. Bullying can be minimized until the victim reacts, and then the reaction becomes the disciplinary record. Once a young person is officially labeled a problem, every later mistake is judged through that label.
"When pain is read as defiance, help arrives as punishment."
Discretion in the Court and Unequal Mercy
The same logic appears in the courts. Judges, prosecutors, probation officers, police, immigration officials, and prison administrators are given enormous discretion. In theory, discretion allows justice to be individualized. In practice, discretion can allow bias to hide behind procedure.
The United States Sentencing Commission found that, examining all federal sentences imposed from fiscal years 2017 to 2021, Hispanic men received sentences 11.2 percent longer than white men, and Hispanic women received sentences 27.8 percent longer than white women. Hispanic men were also 26.6 percent less likely than white men to receive probation.[4] These figures do not prove what happened in any individual case. They do show that mercy is not distributed equally within the system.
Common Ground With Native American Communities
Latino communities share this ground of struggle with Native American peoples. The Prison Policy Initiative reports that Native American people are incarcerated in state and federal prisons at a rate of 763 per 100,000 people, more than four times the rate of white people.[5] The Department of Education also reports that American Indian or Alaska Native students are overrepresented in referrals to police and school-related arrests.[1]
This is why the struggle cannot be reduced to immigration. It is also a matter of land, school, disability, court, prison, and spirit. When a child is treated as disposable, the entire community is being taught what kind of future is permitted.
A Justice That Heals Instead of Destroys
To name these patterns does not mean denying the harm caused by individuals. It does not mean saying that every person who breaks the law should not face accountability. It means insisting that accountability without context becomes cruelty. A justice system that ignores youth, trauma, disability, poverty, racism, bullying, immigration vulnerability, and family history does not produce justice. It produces abandonment in legal language.
The answer is not to excuse harm. The answer is to ask what response reduces harm, repairs what happened, protects the community, and still refuses to throw away a young person's life. Schools need restorative practices, disability-informed discipline, culturally competent counseling, real anti-bullying enforcement, and true partnership with families. Courts need proportionality, developmental science, immigration competence, trauma-informed mitigation, and the courage to choose rehabilitation when rehabilitation is still possible.
Selected Sources
[1] U.S. Department of Education, Office for Civil Rights, 2021-22 Civil Rights Data Collection: A First Look, released January 2025. https://www.ed.gov/media/document/2021-22-crdc-first-look-report-109194.pdf
[2] Colorado Public Radio / Boulder Reporting Lab, “Boulder Valley School District punishes Black and Latino students at disproportionately higher rates than most Colorado districts,” July 21, 2022. https://www.cpr.org/2022/07/21/boulder-valley-school-district-black-latino-student-discipline/
[3] Learning Policy Institute, “Pushed Out: Trends and Disparities in Out-of-School Suspension,” September 2022. https://learningpolicyinstitute.org/product/crdc-school-suspension-report
[4] Rosenbaum, Janet E., “Educational and criminal justice outcomes 12 years after school suspension,” Youth & Society, 2018; available through PubMed Central. https://pmc.ncbi.nlm.nih.gov/articles/PMC7288849/
[5] United States Sentencing Commission, “2023 Demographic Differences in Federal Sentencing,” November 14, 2023. https://www.ussc.gov/research/research-reports/2023-demographic-differences-federal-sentencing
[6] Prison Policy Initiative, “Native incarceration in the U.S.” https://www.prisonpolicy.org/profiles/native.html