National patterns of vulnerable decision points in school discipline

Area of Science:

• Educational Psychology
• Sociology of Education
• Discipline Disparities Research

Background:

• Racial disparities in school discipline are a persistent issue in the United States.
• Understanding specific decision points that lead to these disparities is crucial for effective intervention.

Purpose of the Study:

• To identify vulnerable decision points (VDPs) contributing most to racial discipline disparities.
• To quantify the contribution of VDPs to overall discipline disparities.
• To examine the consistency of VDPs within schools and compare them to general discipline referral patterns.

Main Methods:

• Analysis of discipline data from a sample of 2020 schools across the United States.
• Identification and ranking of VDPs based on their contribution to racial disparities.
• Comparison of VDPs with the highest rates of office discipline referrals (ODRs).

Main Results:

• Subjective behaviors (e.g., defiance, disruption) were the most common VDPs.
• Physical aggression ODRs were notable among the top 10 VDPs contributing to disparities.
• The strongest single VDP accounted for 17% of racial disparities, and the top three accounted for 37% on average.
• Strongest VDPs showed consistency across behavior and location within schools.
• Moderate agreement (63%) existed between VDPs driving disparities and situations with the most ODRs.

Conclusions:

• Subjective classroom behaviors represent key vulnerable decision points contributing to racial discipline disparities.
• Precise intervention targets can be identified by analyzing school-specific VDP data.
• These findings offer school leaders and researchers actionable insights to advance educational equity.