Teachers and Their Served Communities: Linking to Racial Disparities in In-School Suspension
Abstract
1. Introduction
2. Literature
2.1. Disproportionality in School Discipline
2.2. Ethnoracial (Mis)Match in School Discipline
3. Data and Methods
4. Findings
5. Discussion and Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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M (SD) | Min | Max | ||
---|---|---|---|---|
School (N = 1538) | ||||
Incidents with in-school suspension (%) | ||||
White | 60.84 | (36.40) | 0.00 | 100.00 |
Non-White | 39.16 | (36.40) | 0.00 | 100.00 |
African American | 29.39 | (34.90) | 0.00 | 100.00 |
Hispanic/Latine/x | 6.31 | (12.44) | 0.00 | 100.00 |
Risk Ratios | ||||
African American | 1.06 | (2.53) | 0.00 | 51.50 |
Hispanic/Latine/x | 0.55 | (1.49) | 0.00 | 28.39 |
Non-White | 0.97 | (1.74) | 0.00 | 25.75 |
Risk Differences | ||||
African American | −0.02 | (0.08) | −0.99 | 0.67 |
Hispanic/Latine/x | −0.04 | (0.10) | −1.66 | 0.23 |
Non-White | 0.01 | (0.08) | −0.97 | 0.68 |
Students by race and ethnicity (%) | ||||
White | 62.91 | (33.49) | 0.00 | 100.00 |
Non-White | 37.09 | (33.49) | 0.00 | 100.00 |
African American | 25.32 | (30.64) | 0.00 | 100.00 |
Hispanic/Latine/x | 9.50 | (11.63) | 0.00 | 100.00 |
Students eligible for free or reduced lunch (%) | 40.55 | (19.93) | 0.00 | 100.00 |
School district (N = 140) | ||||
Teachers by race and ethnicity (%) | ||||
White | 92.05 | (9.83) | 26.69 | 100.00 |
Non-White | 7.95 | (9.83) | 0.00 | 73.31 |
African American | 3.81 | (0.69) | 0.00 | 54.84 |
Hispanic/Latine/x | 0.69 | (0.70) | 0.00 | 3.33 |
Populations by race and ethnicity (%) | ||||
White | 83.92 | (17.69) | 30.91 | 99.58 |
Non-White | 16.08 | (17.69) | 0.42 | 69.09 |
African American | 13.95 | (16.60) | 0.26 | 64.49 |
Hispanic/Latine/x | 4.84 | (3.05) | 0.00 | 16.88 |
Logged instructional expenditure per pupil | 8.65 | (0.09) | 8.44 | 9.02 |
Populations 25 years and over without degree (%) | 68.39 | (12.13) | 28.53 | 87.51 |
Unemployed populations 16 years and over (%) | 6.00 | (1.91) | 1.63 | 15.02 |
Logged housing price | 10.81 | (26.13) | 9.88 | 11.70 |
African American | Hispanic or Latine/x | Non-White | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Null | Full | Null | Full | Null | Full | |||||||
β | SE | β | SE | β | SE | β | SE | β | SE | β | SE | |
Risk Ratios | ||||||||||||
Intercept | 0.177 | (0.102) | 33.933 ** | (10.406) | −0.650 *** | (0.123) | 16.923 | (12.278) | 0.072 | (0.091) | 36.015 *** | (9.124) |
Racial match | −0.670 *** | (0.158) | −0.521 ** | (0.159) | −0.408 * | (0.184) | −0.235 | (0.189) | −0.433 ** | (0.140) | −0.322 * | (0.140) |
School-level | ||||||||||||
White students (%) | −0.902 *** | (0.271) | −0.257 | (0.314) | −0.577 ** | (0.224) | ||||||
High school | 0.364 *** | (0.104) | 0.637 *** | (0.110) | 0.357 *** | (0.082) | ||||||
Urbanity | −0.060 | (0.140) | −0.234 | (0.158) | −0.116 | (0.116) | ||||||
Community-level | ||||||||||||
Expenditure | −1.678 | (0.888) | −3.026 ** | 1.064 | −2.259 ** | (0.791) | ||||||
No degree (%) | −4.690 ** | (1.436) | −1.771 | (1.647) | −4.231 *** | (1.249) | ||||||
Unemployed (%) | −2.758 | (4.257) | 7.334 | (5.410) | 2.211 | (3.728) | ||||||
Housing price | −1.284 ** | (0.455) | 0.795 | (0.557) | −1.117 ** | (0.399) | ||||||
Random effects | ||||||||||||
Between districts | 0.363 | 0.322 | 0.547 | 0.494 | 0.353 | 0.303 | ||||||
ICC | 0.312 | 0.290 | 0.296 | 0.277 | 0.277 | 0.248 | ||||||
AIC | 4186.700 | 4159.600 | 2950.500 | 2912.600 | 4093.800 | 4063.300 | ||||||
Conditional R2 | 0.056 | 0.073 | 0.052 | 0.071 | 0.099 | 0.116 | ||||||
Risk Differences | ||||||||||||
Intercept | −0.008 * | (0.004) | 1.114 ** | (0.409) | −0.032 *** | (0.005) | −0.496 | (0.419) | 0.015 *** | (0.004) | 1.030 ** | (0.384) |
Racial match | −0.020 ** | (0.006) | −0.014 * | (0.006) | −0.014 * | (0.007) | −0.013 * | (0.006) | −0.017 ** | (0.006) | −0.014 * | (0.006) |
School-level | ||||||||||||
White students (%) | −0.021 | (0.011) | 0.082 *** | (0.012) | −0.017 | (0.011) | ||||||
High school | −0.014 ** | (0.005) | −0.034 *** | (0.005) | 0.009 | (0.005) | ||||||
Urbanity | −0.010 | (0.006) | 0.003 | (0.007) | −0.012 | (0.006) | ||||||
Community-level | ||||||||||||
Expenditure | −0.054 | (0.036) | −0.015 | (0.037) | −0.094 ** | (0.034) | ||||||
No degree (%) | −0.185 ** | (0.056) | 0.014 | (0.057) | −0.103 | (0.052) | ||||||
Unemployed (%) | 0.121 | (0.180) | 0.112 | (0.192) | 0.221 | (0.173) | ||||||
Housing price | −0.043 * | (0.018) | 0.044 * | (0.019) | −0.011 | (0.017) | ||||||
Random effects | ||||||||||||
Between districts | 0.000 | 0.000 | 0.001 | 0.000 | 0.000 | 0.000 | ||||||
ICC | 0.076 | 0.065 | 0.076 | 0.061 | 0.044 | 0.042 | ||||||
AIC | −3508.700 | −3522.900 | −2955.200 | −3033.400 | −3441.600 | −3447.200 | ||||||
Conditional R2 | 0.091 | 0.105 | 0.060 | 0.134 | 0.055 | 0.070 |
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Lee, J.; Crumlish, S.B.; Growe, R. Teachers and Their Served Communities: Linking to Racial Disparities in In-School Suspension. Educ. Sci. 2025, 15, 940. https://doi.org/10.3390/educsci15080940
Lee J, Crumlish SB, Growe R. Teachers and Their Served Communities: Linking to Racial Disparities in In-School Suspension. Education Sciences. 2025; 15(8):940. https://doi.org/10.3390/educsci15080940
Chicago/Turabian StyleLee, Jin, Shannon Barrett Crumlish, and Roslin Growe. 2025. "Teachers and Their Served Communities: Linking to Racial Disparities in In-School Suspension" Education Sciences 15, no. 8: 940. https://doi.org/10.3390/educsci15080940
APA StyleLee, J., Crumlish, S. B., & Growe, R. (2025). Teachers and Their Served Communities: Linking to Racial Disparities in In-School Suspension. Education Sciences, 15(8), 940. https://doi.org/10.3390/educsci15080940