A scalable empathic-mindset intervention reduces group disparities in school suspensions
Open accessAbstract
Suspensions remove students from the learning environment at high rates throughout the United States. Policy and theory highlight social groups that face disproportionately high suspension rates—racial-minoritized students, students with a prior suspension, and students with disabilities. We used an active placebo-controlled, longitudinal field experiment ( N teachers = 66, N students = 5822) to test a scalable “empathic-mindset” intervention, a 45- to 70-min online exercise to refocus middle school teachers on understanding and valuing the perspectives of students and on sustaining positive relationships even when students misbehave. In preregistered analyses, this exercise reduced suspension rates especially for Black and Hispanic students, cutting the racial disparity over the school year from 10.6 to 5.9 percentage points, a 45% reduction. Significant reductions were also observed for other groups of concern. Moreover, reductions persisted through the next year when students interacted with different teachers, suggesting that empathic treatment with even one teacher in a critical period can improve students’ trajectories through school.
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In evaluating two separate empathetic mindset interventions for teachers, an interaction effect for the intervention condition and prior student suspension was statistically significant, showing benefits for students who had been suspended in the prior year.
“Another set of studies also demonstrated effects for students with prior suspensions: in evaluating two separate empathetic mindset interventions for teachers with the aim of improving student–teacher relationships, an interaction effect for the intervention condition and prior student suspension was statistically significant showing benefits for students who had been suspended in the prior year (”
From The Impact of Restorative Practices on the Use of Out-of-School Suspensions: Results from a Cluster Randomized Controlled Trial (2023) · cites this paper as Okonofua et al., 2022
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Experimental — accuracy not yet measuredOther studies have also found intervention effects for students with a prior out-of-school suspension history.
“The finding of intervention effects for those students with a prior history of OSS has been shown by others as well (Glenn et al., 2020; Okonofua et al., 2022).”
From The Impact of Restorative Practices on the Use of Out-of-School Suspensions: Results from a Cluster Randomized Controlled Trial (2023) · cites this paper as Okonofua et al., 2022
The Results section ('Additional student subgroups'; page unavailable) reports a significant intervention effect for students with at least one suspension the previous year. It does not distinguish prior out-of-school suspensions from prior in-school suspensions, so it does not establish the effect specifically for students with an OSS history. (LLM, conf=0.88)
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Cites
Skiba, R. J., Horner, R. H., Chung, C.-G., Rausch, M. K., May, S. L., & Tobin, T. (2011) · School Psychology Review · doi:10.1080/02796015.2011.12087730 · Cited by 1,593 · cited 1× · see citing works
“First, this is when suspension rates and disparities in suspensions spike for students ( 44 ).”
A meta-analysis of procedures to change implicit measures
Forscher, P. S., Lai, C. K., Axt, J. R., Ebersole, C. R., Herman, M., Devine, P. G., & Nosek, B. A. (2019) · Journal of Personality and Social Psychology · doi:10.1037/pspa0000160 · Cited by 700 · see citing works
Brief intervention to encourage empathic discipline cuts suspension rates in half among adolescents
Okonofua, J. A., Paunesku, D., & Walton, G. M. (2016) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1523698113 · Cited by 510 · see citing works
Self-citationRiddle, T., & Sinclair, S. (2019) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1808307116 · Cited by 269 · see citing works
Walton, G. M., Okonofua, J. A., Remington Cunningham, K., Hurst, D., Pinedo, A., Weitz, E., Ospina, J. P., Tate, H., & Eberhardt, J. L. (2021) · Psychological Science · doi:10.1177/09567976211013801 · Cited by 20 · cited 1× · see citing works
“To do so, we elevate an ideal self in teachers, one that prioritizes strong working relationships with students, especially when they misbehave, and a goal—to help students grow and improve—for which bias would be maladaptive ( 34 , 35 ).”
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Research works printed but not linked: 28
- [1]J. Owens, S. S. McLanahan, Unpacking the drivers of racial disparities in school suspension and expulsion. Soc. Forces 98, 1548– 1577 (2020). 34017149 PMC8133760
- [2]M. Gopalan, Understanding the linkages between racial/ethnic discipline gaps and racial/ethnic achievement gaps in the United States. Educ. Pol. Anal. Archives 27, 154 (2019).
- [4]W. C. Jacobsen, School punishment and interpersonal exclusion: Rejection, withdrawal, and separation from friends. Crim. 58, 35– 69 (2020). PMC8439433 34526730
- [5]W. C. Jacobsen, G. T. Pace, N. G. Ramirez, Punishment and inequality at an early age: Exclusionary discipline in elementary school. Soc. Forces 97, 973– 998 (2019). 31258199 PMC6599586
- [8]T. González, A. Etow, C. De La Vega, Health equity, school discipline reform, and restorative justice. J. Law Med. Ethics 47 (Suppl. 2), 47– 50 (2019). 31298124
- [9]T. J. Mowen, J. J. Brent, J. H. Boman IV, The effect of school discipline on offending across time. Justice Quart. 37, 739– 760 (2020). PMC8277153 34262239
- [10]P. Hemez, J. J. Brent, T. J. Mowen, Exploring the school-to-prison pipeline: How school suspensions influence incarceration during young adulthood. Youth Violence Juvenile Justice 18, 235– 255 (2020). 34262407 PMC8277150
- [12]R. O. Welsh, S. Little, The school discipline dilemma: A comprehensive review of disparities and alternative approaches. Rev. Educ. Res. 88, 752– 794 (2018).
- [16]L. Sutcher, L. Darling-Hammond, D. Carver-Thomas, Understanding teacher shortages: An analysis of teacher supply and demand in the United States. Educ. Pol. Anal. Arch. 27, 35 (2019).
- [18]J. A. Okonofua, J. L. Eberhardt, Two strikes: Race and the disciplining of young students. Psychol. Sci. 26, 617– 624 (2015). 25854276
- [22]C. K. Lai, M. Marini, S. A. Lehr, C. Cerruti, J. E. L. Shin, J. A. Joy-Gaba, B. A. Nosek, Reducing implicit racial preferences: I. A comparative investigation of 17 interventions. J. Exp. Psychol. Gen. 143, 1765 (2014). 24661055
- [23]C. K. Lai, A. L. Skinner, E. Cooley, S. Murrar, M. Brauer, T. Devos, B. A. Nosek, Reducing implicit racial preferences: II. Intervention effectiveness across time. J. Exp. Psychol. Gen. 145, 1001 (2016). 27454041
- [27]Pupil discipline: Suspensions and expulsions: Willful defiance. Cal. Assemb. B, 420 (2013–2014), Chapter 660 (Cal. Stat. 2014).
- [29]W. Sailor, G. Dunlap, G. Sugai, R. Horner, Handbook of Positive Behavior Support (Springer, 2009).
- [30]C. G. Vincent, J. R. Sprague, M. Pavel, T. J. Tobin, J. M. Gau, Effectiveness of schoolwide positive behavior interventions and supports in reducing racially inequitable disciplinary exclusion, in Closing the School Discipline Gap: Equitable Remedies for Excessive Exclusion (Teachers College Press, 2015), pp. 207.
- [32]J. P. Goyer, G. L. Cohen, J. E. Cook, A. Master, N. Apfel, W. Lee, A. G. Henderson, S. L. Reeves, J. A. Okonofua, G. M. Walton, Targeted identity-safety interventions cause lasting reductions in discipline citations among negatively stereotyped boys. J. Pers. Soc. Psychol. 117, 229– 259 (2019). 30920278
- [33]J. A. Okonofua, G. M. Walton, J. L. Eberhardt, A vicious cycle: A social–psychological account of extreme racial disparities in school discipline. Persp. Psychol. Sci. 11, 381– 398 (2016). 27217251
- [34]J. A. Okonofua, A. D. Perez, S. Darling-Hammond, When policy and psychology meet: Mitigating the consequences of bias in schools. Sci. Adv. 6, eabb9479 (2020). PMC7567593 33067225
- [37]A. Gregory, J. P. Allen, A. Y. Mikami, C. A. Hafen, R. C. Pianta, The promise of a teacher professional development program in reducing racial disparity in classroom exclusionary discipline. In D. J. Losen (Ed.), Closing the school discipline gap: Equitable remedies for excessive exclusion (NY: Teachers College Press, New York, 2014), pp. 166–179.
- [38]A. Gregory, E. Ruzek, C. A. Hafen, A. Y. Mikami, J. P. Allen, R. C. Pianta, My teaching partner-secondary: A video-based coaching model. Theory Pract. 56, 38– 45 (2017). 28845060 PMC5571870
- [39]D. S. Yeager, R. Johnson, B. J. Spitzer, K. H. Trzesniewski, J. Powers, C. S. Dweck, The far-reaching effects of believing people can change: Implicit theories of personality shape stress, health, and achievement during adolescence. J. Pers. Soc. Psychol. 106, 867– 884 (2014). 24841093
- [42]D. B. Bugental, P. C. Ellerson, E. K. Lin, B. Rainey, A. Kokotovic, N. O’Hara, A cognitive approach to child abuse prevention. J. Fam. Psychol. 1, 84– 106 (2010). 12238408
- [43]K. Schumann, J. Zaki, C. S. Dweck, Addressing the empathy deficit: Beliefs about the malleability of empathy predict effortful responses when empathy is challenging. J. Pers. Soc. Psychol. 107, 475 (2014). 25133727
- [48]G. M. Walton, D. S. Yeager, Seed and soil: Psychological affordances in contexts help to explain where wise interventions succeed or fail. Curr. Dir. Psychol. Sci. 29, 219– 226 (2020). 32719574 PMC7384695
- [49]C. J. Bryan, E. Tipton, D. S. Yeager, Behavioural science is unlikely to change the world without a heterogeneity revolution. Nat. Hum. Behav. 5, 980– 989 (2021). 34294901 PMC8928154
- [50]K. Lewin, Group decision and social change, in, Readings in Social Psychology, E. Maccoby, T. M. Newcombe, E. L. Hartley, Eds. (Holt, Rinehart, & Winston, 1958), pp. 197–211.
- [51]E. Chen, G. H. Brody, T. Yu, L. C. Hoffer, A. Russak-Pribble, G. E. Miller, Disproportionate school punishment and significant life outcomes: A prospective analysis of Black youths. Psychol. Sci. 32, 1375– 1390 (2021). 34387518 PMC8726585
- [53]D. S. Yeager, V. Purdie-Vaughns, S. Y. Hooper, G. L. Cohen, Loss of institutional trust among racial and ethnic minority adolescents: A consequence of procedural injustice and a cause of life-span outcomes. Child Dev. 88, 658– 676 (2017). 28176299 PMC10782852
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Huang, F. L., Gregory, A., & Ward-Seidel, A. R. (2023) · Prevention Science · doi:10.1007/s11121-023-01507-3 · Cited by 21 · see citing works
“Another set of studies also demonstrated effects for students with prior suspensions: in evaluating two separate empathetic mindset interventions for teachers with the aim of improving student–teacher relationships, an interaction effect for the intervention condition and prior student suspension was statistically sig…”
Background
- Authors
- Okonofua, J. A., Goyer, J. P., Lindsay, C. A., Haugabrook, J., & Walton, G. M.
- Affiliations
- University of California, Berkeley (US)
- Stanford University (US)
- University of North Carolina at Chapel Hill (US)
- Multi-Tiered System of Supports, Largo, FL, USA.
- Corresponding author
- Okonofua, Jason A.
- Venue
- Science Advances
- Published
- 2022-03-25
- Volume
- 8
- Issue
- 12
- Pages
- eabj0691-eabj0691
- ISSN
- 2375-2548 (ISSN-L)
- PMC
- PMC8942350
- OpenAlex
- W4220935676
- Cited by
- 57
- References
- 5
- Citations by year
- 2026: 7 · 2025: 14 · 2024: 12 · 2023: 19 · 2022: 5
- FWCI
- 27.51
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by
- Locations
- Science Advances (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- eScholarship (California Digital Library) (submittedVersion, cc-by)
- Topics
- Social Sciences › Education › Education Discipline and Inequality
- Social Sciences › Education › Early Childhood Education and Development
- Social Sciences › Education › School Choice and Performance
- Keywords
- school suspension, racial disparities in discipline, teacher empathy, teacher-student relationship, junior high school students, Black and Hispanic students, students with disabilities, scalable interventions, online exercises
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