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Adverse Impact
Analysis

BCGi: Adverse Impact & Test
Validation Book Series
What is Adverse Impact?

 • Adverse Impact occurs when a practice, procedure, or
   test has a substantially different passing (or success) rate
   between the competing groups
 • It can also occur whenever a group’s representation in a
   workforce is substantially lower than their availability
 • Adverse Impact can be analyzed for a single event, such
   as a test, or multiple events/years combined
 • Adverse Impact is integrally tied into Civil Rights and
   EEO laws and regulations


                     www.BCGinstitute.org
Why is this Topic Important to HR/EEO Professionals?
• Why do I need to know about this topic?
  – Adverse Impact that is not justified by validity evidence is against
    federal law… “disparate impact discrimination”
  – Historically 90%+ of OFCCP settlements are related to AI
  – Other regulatory agencies (e.g., the EEOC) have also been highly
    focused on “systemic” investigations
• What are the key essentials I need to know about this topic?
  – Adverse Impact needs to be computed correctly
  – Analyses need to reflect reality, not just “push button” data
  – Analyses should be conducted annually
  – Adverse Impact comes in several different forms
• What are the consequences surrounding these issues?
  – Flagpole cases & negative press
  – Audit triggers
  – $80k to $250k is the typical “start up” cost for an AI case
                        www.BCGinstitute.org
Presentation Overview

• Adverse Impact Overview & Background
• The Concept of Adverse Impact & Statistical
  Significance
• AI for Hires, Promotions, Terminations: Selection Rate
  Comparisons for Single Events
• AI for Hires, Promotions, Terminations: Selection Rate
  Comparisons for Multiple Events
• Availability Comparisons for a Single Event
• Availability Comparisons for Multiple Event



                   www.BCGinstitute.org
Resources
• Adverse Impact and Test Validation: A Practitioner's
  Handbook by Daniel A. Biddle, Ph.D.
   – Purchase online at www.BCGinstitute.org

• Adverse Impact and Test Validation Book Series Webinars
   – Recordings available online for all BCGi Platinum Members
   – Webinar slides available online to all BCGi Standard & Platinum
     Members

• BCGi Membership
   – Free Standard Membership
   – Premium Platinum Membership



                        www.BCGinstitute.org
About Our Sponsor: Biddle Consulting Group (BCG)
 BCG is an HR firm dedicated to providing the highest products and services related to
 Equal Employment Opportunity (EEO), Affirmative Action and Employee Selection.
 • BCG’s Consulting Services
     ― Affirmative Action Plan Outsourcing
     ― Compensation Analysis
     ― EEO/AA Litigation Support (Plaintiff and Defendant)
     ― Job Analysis
     ― Test Development and Test Validation
 • BCG’s Software Products
     ― Adverse Impact Toolkit™
     ― AutoAAP® affirmative action plan development software
     ― AutoGOJA® job analysis software
     ― C4 call center testing software
     ― COMPARE™ compensation analysis software
     ― CritiCall® dispatcher/call-taker personnel selection software
     ― ENCOUNTER soft skills video situational judgment testing software
     ― OPAC® office skills testing software
     ― TVAP™ Test Validation & Analysis Program software
                                www.Biddle.com

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Adverse Impact Analysis (Overview)

  • 1. Adverse Impact Analysis BCGi: Adverse Impact & Test Validation Book Series
  • 2. What is Adverse Impact? • Adverse Impact occurs when a practice, procedure, or test has a substantially different passing (or success) rate between the competing groups • It can also occur whenever a group’s representation in a workforce is substantially lower than their availability • Adverse Impact can be analyzed for a single event, such as a test, or multiple events/years combined • Adverse Impact is integrally tied into Civil Rights and EEO laws and regulations www.BCGinstitute.org
  • 3. Why is this Topic Important to HR/EEO Professionals? • Why do I need to know about this topic? – Adverse Impact that is not justified by validity evidence is against federal law… “disparate impact discrimination” – Historically 90%+ of OFCCP settlements are related to AI – Other regulatory agencies (e.g., the EEOC) have also been highly focused on “systemic” investigations • What are the key essentials I need to know about this topic? – Adverse Impact needs to be computed correctly – Analyses need to reflect reality, not just “push button” data – Analyses should be conducted annually – Adverse Impact comes in several different forms • What are the consequences surrounding these issues? – Flagpole cases & negative press – Audit triggers – $80k to $250k is the typical “start up” cost for an AI case www.BCGinstitute.org
  • 4. Presentation Overview • Adverse Impact Overview & Background • The Concept of Adverse Impact & Statistical Significance • AI for Hires, Promotions, Terminations: Selection Rate Comparisons for Single Events • AI for Hires, Promotions, Terminations: Selection Rate Comparisons for Multiple Events • Availability Comparisons for a Single Event • Availability Comparisons for Multiple Event www.BCGinstitute.org
  • 5. Resources • Adverse Impact and Test Validation: A Practitioner's Handbook by Daniel A. Biddle, Ph.D. – Purchase online at www.BCGinstitute.org • Adverse Impact and Test Validation Book Series Webinars – Recordings available online for all BCGi Platinum Members – Webinar slides available online to all BCGi Standard & Platinum Members • BCGi Membership – Free Standard Membership – Premium Platinum Membership www.BCGinstitute.org
  • 6. About Our Sponsor: Biddle Consulting Group (BCG) BCG is an HR firm dedicated to providing the highest products and services related to Equal Employment Opportunity (EEO), Affirmative Action and Employee Selection. • BCG’s Consulting Services ― Affirmative Action Plan Outsourcing ― Compensation Analysis ― EEO/AA Litigation Support (Plaintiff and Defendant) ― Job Analysis ― Test Development and Test Validation • BCG’s Software Products ― Adverse Impact Toolkit™ ― AutoAAP® affirmative action plan development software ― AutoGOJA® job analysis software ― C4 call center testing software ― COMPARE™ compensation analysis software ― CritiCall® dispatcher/call-taker personnel selection software ― ENCOUNTER soft skills video situational judgment testing software ― OPAC® office skills testing software ― TVAP™ Test Validation & Analysis Program software www.Biddle.com