Prefatory note: This subpage is principally related to the Suburban Disparities and Preschool Disparities subpages of the Discipline Disparities page, the Income Illustrations subpage of the Scanlan’s Rule page, the Whitehall Studies subpage of the Measuring Health Disparities page Disparities – High Income subpage of the Lending Disparities page. All those pages address the pattern by which relative racial/socioeconomic/gender/etc. differences in adverse outcomes tend to be larger, while relative racial/socioeconomic/gender/etc. differences in the corresponding favorable outcomes tend to be smaller in populations or settings where the adverse outcomes are less common than in populations/settings where the adverse outcome are more common. This subject is addressed relatively succinctly in “It’s easy to misunderstand gaps and mistake good fortune for a crisis,” Minneapolis StarTribune (Feb. 8, 2014), in a way whereby Massachusetts could simply be substituted for Minnesota. It is also addressed in “Race and Mortality Revisited,” Society (July/Aug. 2014) and a host of other articles going back to 1987. "'Feminization of Poverty' is Misunderstood," Plain Dealer (Oct. 9, 1987) treated the subject particularly with respect to Massachusetts.
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In November 2014, the Lawyers' Committee for Civil Rights and Economic Justice issued a report titled “Not Measuring Up: The State of School Discipline in Massachusetts,” discussing racial and other disparities in discipline rates in Massachusetts. The report made the following points that will be treated on this subpage at this time.
At page 3, the report stated:
While Massachusetts’ overall out-of-school suspension rate was less than the national average, the same cannot be said for Massachusetts’ racial disparities in suspension. Black students in Massachusetts were 3.7 times as likely as their White peers to receive an out-of-school suspension, which is slightly worse than the national average (3.6).
On the same page it stated:
Students with disabilities were disciplined at a rate (37%) double their enrollment (18%), and were suspended out-of-school at three times the rate (8.5%) of their non-disabled peers (2.8%), a disparity much larger than the national average.
The data underlying the statements that disparities out-of-school suspension rates were larger in Massachusetts than in the nation were set in the report’s Table 6 (on page 12).[i] The suspension rates are set in Table 1 below. In order to put the data in one table, the “Type” column shows the type of comparison (i.e., between whites and blacks or between nondisabled and disabled students), with rows for Massachusetts and for the nation. For the white-black comparison the advantaged groups (AG) and disadvantaged groups (DG) are whites and blacks; for the Gen-Ed – Special Ed comparisons AG and DG are students without disabilities and students with disabilities. The column “DG/AG Ratio Susp” shows the ratios the DG suspension rates to the AG suspension rates. These are the figure on which the report’s statements about the comparative size of disparities in Massachusetts and nationally are based.
The column “AG/DG Ratio No Susp” shows ratios of AG’s rate of avoiding suspension to DG’s rate of avoiding suspension.” Together the two ratio columns show the common pattern, described in the prefatory note, whereby the setting where the adverse outcome is less common shows the larger relative difference in the adverse outcome, but the smaller relative difference in the corresponding favorable outcome, than the setting where the adverse outcome is more common.
The “EES” column, which as discussed in "Race and Mortality Revisited" is the most plausible measure of the strength of the forces causing outcome rates of AG and DG to differ, the strength of those forces in fact is smaller for the Massachusetts than the nation. The table can be compared with Table 8 or "Race and Mortality Revisited,” which examines racial differences in suspension rates in preschool and K-12, though in that case of the preschool/K-12 comparison, the EES figures were approximately equal.
Table 1: Out-of-school suspension rates for AG and DG (as identified in the text), in Massachusetts and nationally, with measures of difference [ref b7111a1]
|
Type
|
Area
|
AG
|
DG
|
DG/AG Ratio-Susp
|
AG/DG Ratio - No Susp
|
EES
|
White-Black
|
Massachusetts
|
2.70%
|
10.00%
|
3.70
|
1.08
|
0.65
|
White-Black
|
National
|
4.60%
|
16.40%
|
3.57
|
1.14
|
0.71
|
Gen Ed - Spec Ed
|
Massachusetts
|
2.80%
|
8.50%
|
3.04
|
1.06
|
0.43
|
Gen Ed - Spec Ed
|
National
|
6.00%
|
13.00%
|
2.17
|
1.08
|
0.58
|
Like most discussion of demographic difference in discipline rates the report reflects the mistaken view that generally reducing discipline rates will tend to reduce demographic differences in discipline rates and it discusses favorably the 2012 law aimed at generally reducing discipline rates (An Acct Relative to Student Access to Educational Services and Exclusion from Schools). The suspension figures in the report, however, are from a period prior to implementation of the act.
Once data are available following full implementation of the act, we can learn whether general reductions in discipline rates have led to increased demographic differences in discipline as has typically been the case across the country. See the following subpages of the Discipline Disparities page (which indicate in their titles the jurisdictions to which they pertain):
Los Angeles SWPBS, Denver Disparities, Florida Disparities, Maryland Disparities, California Disparities, Connecticut Disparities, Maryland Disparities, Minnesota Disparities, Rhode Island Disparities, St. Paul Disparities, Minneapolis Disparities, Beaverton (OR) Disparities, Portland (OR) Disparities, Montgomery County (MD) Disparities, and Henrico County (VA) Disparities.
Recent letters explaining this issue to government agencies include an August 24, 2015 letter to the Department of Health and Human Services and Department of Education and a March 9, 2015 letter to the Department of Justice (DOJ) and the City of Ferguson, Missouri. The latter explains the fact that findings in the DOJ’s March 4, 2015 report on the disparate impact of Ferguson’s police and court practices is based on the mistaken premise that reducing the frequency of adverse interactions between the police/courts and the city’s residents would tend to reduce the proportion African Americans make up of persons subject to those interactions. The letter explains that the opposite is the case.
A September 8, 2015 letter to the Chief Data Scientist of the White House Office of Science and Technology Policy and an October 8, 2015 letter to the American Statistical Association urges those entities, among things, to explain to the federal government that reducing the frequency of an outcome tends to increase, not decrease, (a) relative differences in rates of experiencing those outcome and (b) the proportion groups most susceptible to the outcomes make up of persons experiencing the outcomes. See also my October 19, 2015 letter to the House Judiciary Committee.
[i] In the statement that students with disabilities “were disciplined at a rate (37%),” the 37% figure is actually the proportion students with disabilities make up of persons disciplined. Problems of comparison between the proportion that a group makes up of persons potentially experiencing an outcome and persons experiencing are addressed, among many other place, on the IDEA Data Center Disproportionality Guide subpage of the Discipline Disparities page, in slides 97 to 108 of the October 10, 2014 University of Maryland methods workshop, and Section I.B of the November 17, 2014 amicus curiae brief in Texas Department of Housing and Community Development, et al. v. The Inclusive Communities Project, Inc., Supreme Court No. 13-1731. I do not address those issues here, though I do note that reductions in adverse outcomes will tend to increase the proportions groups most susceptible to the outcomes make up of persons experiencing the outcomes.