James P. Scanlan, Attorney at Law

Home Page

Curriculum Vitae

Publications

Published Articles

Conference Presentations

Working Papers

page1

Journal Comments

Truth in Justice Articles

Measurement Letters

Measuring Health Disp

Outline and Guide to MHD

Summary to MHD

Solutions

page3

Solutions Database

Irreducible Minimums

Pay for Performance

Between Group Variance

Concentration Index

Gini Coefficient

Reporting Heterogeneity

Cohort Considerations

Relative v Absolute Diff

Whitehall Studies

AHRQ's Vanderbilt Report

NHDR Measurement

NHDR Technical Issues

MHD A Articles

MHD B Conf Presentations

MHD D Journal Comments

Consensus/Non-Consensus

Spurious Contradictions

Institutional Corresp

page2

Scanlan's Rule

Outline and Guide to SR

Summary to SR

Bibliography

Semantic Issues

Employment Tests

Case Study

Case Study Answers

Case Study II

Subgroup Effects

Subgroup Effects NC

Illogical Premises

Illogical Premises II

Inevitable Interaction

Interactions by Age

Literacy Illustration

RERI

Feminization of Poverty S

Explanatory Theories

Mortality and Survival

Truncation Issues

Collected Illustrations

Income Illustrations

Framingham Illustrations

Life Table Illustrations

NHANES Illustrations

Mort/Surv Illustration

Credit Score Illustration

Intermediate Outcomes

Representational Disp

Statistical Signif SR

Comparing Averages

Meta-Analysis

Case Control Studies

Criminal Record Effects

Sears Case Illustration

Numeracy Illustration

Obesity Illusration

LIHTC Approval Disparitie

Recidivism Illustration

Consensus

Algorithm Fairness

Mortality and Survival 2

Mort/Survival Update

Measures of Association

Immunization Disparities

Race Health Initiative

Educational Disparities

Disparities by Subject

CUNY ISLG Eq Indicators

Harvard CRP NCLB Study

New York Proficiency Disp

Education Trust GC Study

Education Trust HA Study

AE Casey Profic Study

McKinsey Achiev Gap Study

California RICA

Nuclear Deterrence

Employment Discrimination

Job Segregation

Measuring Hiring Discr

Disparate Impact

Four-Fifths Rule

Less Discr Alt - Proc

Less Discr Altl - Subs

Fisher v. Transco Serv

Jones v. City of Boston

Bottom Line Issue

Lending Disparities

Inc & Cred Score Example

Disparities - High Income

Underadjustment Issues

Absolute Differences - L

Lathern v. NationsBank

US v. Countrywide

US v. Wells Fargo

Partial Picture Issues

Foreclosure Disparities

File Comparison Issues

FHA/VA Steering Study

CAP TARP Study

Disparities by Sector

Holder/Perez Letter

Federal Reserve Letter

Discipline Disparities

COPAA v. DeVos

Kerri K. V. California

Truancy Illustration

Disparate Treatment

Relative Absolute Diff

Offense Type Issues

Los Angeles SWPBS

Oakland Disparities

Richmond Disparities

Nashville Disparities

California Disparities

Denver Disparities

Colorado Disparities

Nor Carolina Disparitie

Aurora Disparities

Allegheny County Disp

Evansville Disparities

Maryland Disparities

St. Paul Disparities

Seattle Disparities

Minneapolis Disparities

Oregon Disparities

Beaverton Disparities

Montgomery County Disp

Henrico County Disparitie

Florida Disparities

Connecticut Disparities

Portland Disparities

Minnesota Disparities

Massachusetts Disparities

Rhode Island Disparities

South Bend Disparities

Utah Disparities

Loudoun Cty Disparities

Kern County Disparities

Milwaukee Disparities

Urbana Disparities

Illinois Disparities

Virginia Disparities

Behavior

Suburban Disparities

Preschool Disparities

Restraint Disparities

Disabilities - PL 108-446

Keep Kids in School Act

Gender Disparities

Ferguson Arrest Disp

NEPC Colorado Study

NEPC National Study

California Prison Pop

APA Zero Tolerance Study

Flawed Inferences - Disc

Oakland Agreement

DOE Equity Report

IDEA Data Center Guide

Duncan/Ali Letter

Crim Justice Disparities

U.S. Customs Search Disp

Deescalation Training

Career Criminal Study

Implicit Bias Training

Drawing Inferences

Diversion Programs

Minneapolis PD Investig

Offense Type Issues CJD

Innumerate Decree Monitor

Massachusetts CJ Disparit

Feminization of Poverty

Affirmative Action

Affirm Action for Women

Other Affirm Action

Justice John Paul Stevens

Statistical Reasoning

The Sears Case

Sears Case Documents

The AT&T Consent Decree

Cross v. ASPI

Vignettes

Times Higher Issues

Gender Diff in DADT Term

Adjustment Issues

Percentage Points

Odds Ratios

Statistical Signif Vig

Journalists & Statistics

Multiplication Definition

Prosecutorial Misconduct

Outline and Guide

Misconduct Summary

B1 Agent Cain Testimony

B1a Bev Wilsh Diversion

B2 Bk Entry re Cain Call

B3 John Mitchell Count

B3a Obscuring Msg Slips

B3b Missing Barksdale Int

B4 Park Towers

B5 Dean 1997 Motion

B6 Demery Testimony

B7 Sankin Receipts

B7a Sankin HBS App

B8 DOJ Complicity

B9 Doc Manager Complaints

B9a Fabricated Gov Exh 25

B11a DC Bar Complaint

Letters (Misconduct)

Links Page

Misconduct Profiles

Arlin M. Adams

Jo Ann Harris

Bruce C. Swartz

Swartz Addendum 2

Swartz Addendum 3

Swartz Addendum 4

Swartz Addendum 7

Robert E. O'Neill

O'Neill Addendum 7

Paula A. Sweeney

Robert J. Meyer

Lantos Hearings

Password Protected

OIC Doc Manager Material

DC Bar Materials

Temp Confidential

DV Issues

Indexes

Document Storage

Pre 1989

1989 - present

Presentations

Prosec Misc Docs

Prosec Misc Docs II

Profile PDFs

Misc Letters July 2008 on

Large Prosec Misc Docs

HUD Documents

Transcripts

Miscellaneous Documents

Unpublished Papers

Letters re MHD

Tables

MHD Comments

Figures

ASPI Documents

Web Page PDFs

Sears Documents

Pages Transfer


Florida Disparities

(Apr. 26, 2015)

This subpage is related to the Los Angeles SWPBS, Denver 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, and DOE Equity Report subpages of the Discipline Disparities page.  All but the last subpage address reports indicating that when discipline rates in public schools in the referenced jurisdiction decreased, relative differences in suspensions increased.  The last subpage addresses a Department of Education study showing that relative differences in expulsions are smaller in districts with zero tolerance policies than in districts without zero tolerance policies. 

Articles explaining why, contrary to the near universal belief that generally reducing discipline rates, will tend to increase relative differences in discipline, generally reducing discipline rates will tend to increase relative differences in discipline rates include “Race and Mortality Revisited,” Society (July/Aug. 2014), “Things government doesn’t know about racial disparities,” The Hill (Jan. 28, 2014), “The Paradox of Lowering Standards,” Baltimore Sun (Aug. 5, 2013), “Misunderstanding of Statistics Leads to Misguided Law Enforcement Policies, ” Amstat News  (Dec. 2012).  Letters of March 20, 2015, and April 1, 2013, attempting to explain this to the Senate Committee on Health, Education, Labor and Pensions may be found here and here. 

***

In December 2010, the Florida Advisory Committee to the United States Commission on Civil Rights issued a report titled “School Discipline in Florida: Discipline Disparities Leave Many Children Behind.”  Figure 2 of the report (at 11) was titled “The widening racial disparity in discipline despite reductions in out-of-school suspensions.”  The figure showed that between 2008 and 2010, a period during which (the report explained) there were substantial general reductions in suspensions, the black proportion of total suspensions increased from 71.82 percent to 73.14 percent, while the white proportion of total suspensions decreased from 20.36% to 19.50%.  A corollary to the pattern whereby general declines in an outcome tend to cause increased relative differences in experiencing the outcome is a pattern whereby general declines in an outcome tend to increase the proportion the more susceptible group comprise of persons experiencing the outcome.  Thus, unless there was a substantial increase in the proportion blacks comprised of total students, the relative difference in suspension rates increased (as one with a sound statistical background would expect).   See both both “Race and Mortality,” Society (Jan./Feb. 2000), and “Race and Mortality Revisited,” Society (July/Aug. 2014), regarding the ways observers note that increases in relative differences occurred “despite” general reductions without recognizing reasons to believe that the increase in relative differences occurred “because of” general reductions.

Two other aspect of the report warrant note.  First, to measure disparities the report relied on what it termed the “disparity index,” which is the ratio of the proportion the group comprises of students experiencing an outcome to the proportion it comprises of total students.  The problems with that measure, apart from the fact that general reductions in discipline tend to increase the ratio for groups with higher discipline rates, are addressed on the IDEA Data Center Disproportionality Guide subpage of the Discipline Disparities page (with regard to the method described identified as (d), though the reader should be mindful that method (d) employs the relative difference, which is disparity index value minus 1).  The problems are also illustrated in slides 55 to 59 of the January 20, 2015 University of California, Irvine methods workshop titled “The Mismeasure of Discrimination.”

Second, at page 12, the report notes that as disciplinary consequences grow more severe, racial disproportionality increases.   Such points are commonly made in the discussion of discipline disparities or disparities in the criminal justice system.  But those making them virtually never recognize the one will find relative differences in rates of experiencing adverse outcome will tend almost invariably to increase (while relative difference in avoiding the outcome will tend almost invariably to decrease) as the outcome grow less common (are restricted toward the tail of the distributions), while relative differences in avoiding the .  Consequently, inferences based on these patterns have rarely, if ever, been sound.  See "Race and Mortality Revisited."   See also “Mired in Numbers,” Legal Times (Oct. 12, 1996).