Abstract
The disproportionate representation of students from culturally and linguistically diverse backgrounds in special education programs is a complex issue that has long troubled practitioners, educational leaders, and researchers. This article reports on a mixed-method collaborative case analysis that examined local patterns of disproportionality in an urban school district and the district’s systemic transformation effort to address disproportionality. In a close collaboration with the district’s special education leadership team, we utilized student-level quantitative data from 2006 through 2010 to examine temporal patterns of disproportionality along with qualitative data on the leadership team’s perceptions and actions. Our analyses showed that risk of overidentification was greatest for African American, American Indian, low-income, and male students. The study illustrates a method of collaborative analysis and the importance of such analyses for understanding and addressing variously localized patterns of disproportionality. The findings contribute to the literature on disproportionality and inform systemic change efforts in diverse sociocultural contexts of urban school districts.
References
|
Artiles, A. J. (2009). Re-framing disproportionality research: Outline of a cultural-historical paradigm. Multiple Voices for Ethnically Diverse Exceptional Learners, 11, 24–37. Google Scholar | |
|
Artiles, A. J., Bal, A. (2008). The next generation of disproportionality research: Toward a comparative model in the study of equity in ability differences. The Journal of Special Education, 42, 4–14. Google Scholar | SAGE Journals | ISI | |
|
Artiles, A. J., Rueda, R., Salazar, J. J., Higareda, I. (2005). Within-group diversity in minority disproportionate representation: English language learners in urban school districts. Exceptional Children, 71, 283–300. Google Scholar | SAGE Journals | ISI | |
|
Artiles, A. J., Kozleski, E., Trent, S., Osher, D., Ortiz, A. (2010). Justifying and explaining disproportionality, 1968–2008. Exceptional Children, 76, 279–299. Google Scholar | SAGE Journals | ISI | |
|
Bal, A. (2011). Culturally responsive school-wide positive behavioral interventions and supports framework. Madison: Wisconsin Department of Public Instruction. Google Scholar | |
|
Bal, A., Betters-Bubon, J., Fish, R. E. (2013, April). Predicting disproportionality in identification of emotional/behavioral disorders and in school disciplinary actions. Paper presented at the annual meeting of the American Educational Research Association (AERA), San Francisco, CA. Google Scholar | |
|
Bollmer, J., Bethel, J., Garrison-Mogren, R., Brauen, M. (2007). Using the risk ratio to assess racial/ethnic disproportionality in special education at the school-district level. The Journal of Special Education, 41, 186–198. Google Scholar | SAGE Journals | ISI | |
|
Boudett, K. P., City, E. A., Murnane, R. J. (Eds.). (2005). Data wise: A step-by-step guide to using assessment results to improve teaching and learning. Cambridge, MA: Harvard Education. Google Scholar | |
|
Buettgen, A., Richardson, J., Beckham, K., Richardson, K., Ward, M., Riemer, M. (2012). We did it together: a participatory action research study on poverty and disability. Disability & Society, 27, 603–616. Google Scholar | Crossref | ISI | |
|
City, E., Elmore, R., Fiarman, S., Teitel, L. (2009). Instructional rounds in education. Cambridge, MA: Harvard Education. Google Scholar | |
|
Coutinho, M. J., Oswald, D. P. (2000). Disproportionate representation in special education: A synthesis and recommendations. Journal of Child and Family Studies, 9, 135–156. Google Scholar | Crossref | |
|
Coutinho, M. J., Oswald, D. P., Best, A. M. (2002). The influence of sociodemographics and gender on the disproportionate identification of minority students as having learning disabilities. Remedial and Special Education, 23, 49–59. Google Scholar | SAGE Journals | ISI | |
|
Donovan, M. S. (2013). Generating improvement through research and development in education systems. Science, 340, 317–319. Google Scholar | Crossref | Medline | ISI | |
|
Donovan, M. S., Cross, C. T. (Eds.). (2002). Minority students in special and gifted education. Washington, DC: National Academies. Google Scholar | |
|
Dunn, L. (1968). Special education for the mildly retarded: Is much of it justifiable? Exceptional Children, 35, 5–22. Google Scholar | SAGE Journals | ISI | |
|
Engeström, Y. (2009). The future of activity theory. In Sannino, A., Daniels, H., Gutierrez, K. (Eds.), Learning and expanding with activity theory (pp. 303–328). New York, NY: Cambridge University Press. Google Scholar | Crossref | |
|
Engeström, Y., Sannino, A. (2010). Studies of expansive learning: Foundations, findings and future challenges. Educational Research Review, 5, 1–24. Google Scholar | Crossref | ISI | |
|
Erickson, F. (1986). Qualitative methods in research on teaching. In Wittrock, M. (Ed.), Handbook of research on teaching (3rd ed., pp. 119–161). New York, NY: Macmillan. Google Scholar | |
|
Fink, S., Markholt, A. (2011). Leading for instructional improvement: How successful leaders develop teaching and learning expertise. San Francisco, CA: Jossey-Bass. Google Scholar | |
|
Frattura, E., Capper, C. A. (2007). Leading for social justice: Transforming schools for all learners. Thousand Oaks, CA: Corwin. Google Scholar | |
|
Freire, P. (2000). Pedagogy of the oppressed. New York, NY: Continuum. Google Scholar | |
|
Fullan, M. (2003). Change forces with a vengeance. London, England: Routledge Falmer. Google Scholar | Crossref | |
|
Guskey, T. R. (1989). Attitude and perceptual change in teachers. International Journal of Educational Research, 13, 439–453. Google Scholar | Crossref | |
|
Gutiérrez, K. D. (2006). White innocence: A framework and methodology for rethinking educational discourse and inquiry. The International Journal of Learning, 12, 1–7. Google Scholar | |
|
Gutiérrez, K. D., Vossoughi, S. (2010). “Lifting off the ground to return anew”: Documenting and designing for equity and transformation through social design experiments. Journal of Teacher Education, 61, 100–117. Google Scholar | SAGE Journals | ISI | |
|
Harry, B., Klingner, J. K. (2006). Why are so many minority students in education? Understanding race and disability in schools. New York, NY: Teachers College Press. Google Scholar | |
|
Heifetz, R. A., Linsky, M. (2002). Leadership on the line: Staying alive through the dangers of leading. Cambridge, MA: Harvard Business Press. Google Scholar | |
|
IBM . (2010). SPSS Statistics 19 [Computer software and manual]. Chicago, IL: Author. Google Scholar | |
|
Klingner, J. K., Artiles, A. J., Kozleski, E., Harry, B., Zion, S., Tate, W., . . . Riley, D. (2005). Addressing the disproportionate representation of culturally and linguistically diverse students in special education through culturally responsive educational systems. Education Policy Analysis Archives, 13(38). Retrieved from http://epaa.asu.edu/epaa/v13n38 Google Scholar | |
|
Kozleski, E. B., Sullivan, A., Waitoller, F. (2008). Wisconsin: A state profile of efforts to create culturally responsive educational systems. Tempe, AZ: Author. Retrieved from http://ea.niusileadscape.org/docs/FINAL_PRODUCTS/LearningCarousel/WisconsinProfile.pdf Google Scholar | |
|
Ladson-Billings, G. J. (1995). Toward a theory of culturally relevant pedagogy. American Education Research Journal, 35, 465–491. Google Scholar | SAGE Journals | ISI | |
|
Lincoln, Y. S., Guba, E. G. (1985). Naturalistic inquiry. Beverly Hills, CA: SAGE. Google Scholar | |
|
Mason, C. A., Scott, K. G., Chapman, D. A., Tu, S. (2000). A review of some individual- and community-level effect size indices for the study of risk factors for child and adolescent development. Educational and Psychological Measurement, 60, 3, 385–410. Google Scholar | SAGE Journals | ISI | |
|
Mertens, D. M. (2010). Transformative mixed methods research. Qualitative Inquiry, 16, 469–474. Google Scholar | SAGE Journals | ISI | |
|
Nardi, B. A. (Ed.). (1996). Context and consciousness: Activity theory and human computer interaction. Cambridge, MA: The MIT Press. Google Scholar | |
|
Oswald, D. P., Coutinho, M. J., Best, A. M., Singh, N. N. (1999). Ethnic representation in special education: The influence of school-related economic and demographic variables. The Journal of Special Education, 32, 194–206. Google Scholar | SAGE Journals | ISI | |
|
Rose, D. H., Meyer, A. (Ed.). (2006). A practical reader in universal design for learning. Cambridge, MA: Harvard Education. Google Scholar | |
|
Shulha, L. M., Wilson, R. J. (2003). Collaborative mixed-methods research. In Tashakkori, A., Teddlie, C. (Eds.), Handbook of mixed methods in social & behavioral research (pp. 639–670). Thousand Oaks, CA: SAGE. Google Scholar | |
|
Singer, J. D., Palfrey, J. S., Butler, J. A., Walker, D. K. (1989). Variation in special education classification across school districts: How does where you live affect what you are labeled? American Education Research Journal, 26, 261–281. Google Scholar | SAGE Journals | ISI | |
|
Skiba, R. J., Simmons, A. B., Ritter, S., Gibb, A. C., Rauch, M. K., . . . Chung, C.-G. (2008). Achieving equity in special education: History, status, and current challenges. Exceptional Children, 74, 264–288. Google Scholar | SAGE Journals | ISI | |
|
Sullivan, A., Bal, A. (2013). Beyond simple disproportionality: Effects of individual and school variables on disability risk. Exceptional Children, 79, 475–494. Google Scholar | SAGE Journals | ISI | |
|
Sullivan, A. L. (2011). Disproportionality in special education identification and placement of English language learners. Exceptional Children, 77, 317–334. Google Scholar | SAGE Journals | ISI | |
|
Sullivan, A. L. (2013, April). Underidentified and underserved? Prevalence of and racial disproportionality in school-based identification of autism. Paper presentation at the annual meeting of the American Educational Research Association, San Francisco, CA. Google Scholar | |
|
Sullivan, A. L., Artiles, A. J. (2011). Theorizing racial inequity in special education: Applying structural theory to disproportionality. Urban Education, 46, 1526–1552. Google Scholar | SAGE Journals | ISI | |
|
Vanneman, A., Hamilton, L., Baldwin Anderson, J., Rahman, T. (2009). Achievement gaps: How Black and White students in public schools perform in mathematics and reading on the national assessment of educational progress. Washington, DC: National Center for Education Statistics. Google Scholar | |
|
Waitoller, F., Artiles, A. J., Cheney, D. (2010). The miner’s canary: A review of overrepresentation research and explanations. The Journal of Special Education, 44, 29–49. Google Scholar | SAGE Journals | ISI | |
|
Wallerstein, N., Duran, B. (2003). The conceptual, historical and practice roots of community based participatory research and related participatory traditions. In Minkler, M., Wallerstein, N. (Eds.), Community-based participatory research for health (pp. 27–52). Toronto, Ontario, Canada: John Wiley. Google Scholar | |
|
Wisconsin Department of Administration . (2010). Demographic services center’s 2010 final estimates summary. Madison, WI: Division of Intergovernmental Relations. Retrieved from http://www.doa.state.wi.us/docview.asp?locid=9&docid=7269 Google Scholar | |
|
Wisconsin Department of Health Services . (2012). Wisconsin health facts. Madison, WI: Author. Retrieved from http://www.dhs.wisconsin.gov/publications/p0/p00381.pdf Google Scholar | |
|
Wisconsin Department of Public Instruction . (2011). What is the enrollment by student group? [WINSS Data Analysis]. Retrieved from http://data.dpi.state.wi.us/data Google Scholar | |
|
Ysseldyke, J. E., Algozzine, B., Richey, L., Graden, J. (1982). Declaring students eligible for learning disability services: Why bother with the data? Learning Disability Quarterly, 5, 37–44. Google Scholar | SAGE Journals | ISI | |
|
Zhang, D., Katsiyannis, A. (2002). Minority representation in special education. Remedial and Special Education, 23, 180–187. Google Scholar | SAGE Journals | ISI |
