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BIG DATA AND THE AMERICANS
WITH DISABILITIES ACT
PROFESSOR SHARONAHOFFMAN
CASE WESTERN RESERVEUNIVERSITY
HOW EMPLOYERS OBTAIN MEDICAL BIG DATA
• TRADITIONAL -MEDICAL EXAMINATIONS AND INQUIRIES
• SOCIAL MEDIA
• WELLNESS PROGRAMS
• DATA BROKERS
DATA DE-IDENTIFICATION
• RISK OF RE-IDENTIFICATION CANNOT BE COMPLETELY
ELIMINATED
• DE-IDENTIFIED DATA ITSELF CAN ALLOW EMPLOYERS TO
DETERMINE THAT CERTAIN ATTRIBUTES ARE UNDESIRABLE
DISEASE PREDICTION
• CAUSAL LINK BETWEEN BEHAVIORS OR TRAITS AND
DISEASE VULNERABILITY
• BIOMARKERS
• DATA ALGORITHMS
• OTHER PREDICTORS – E.G. BICYCLE PURCHASES, VOTING,
CREDIT SCORES
THE AMERICANS WITH DISABILITIES ACT
• DEFINITION OF “DISABILITY”
• PHYSICAL OR MENTAL IMPAIRMENT THAT SUBSTANTIALLY
LIMITS ONE OR MORE MAJOR LIFE ACTIVITIES
• RECORD OF SUCH IMPAIRMENT
• BEING REGARDED AS HAVING IMPAIRMENT
RECOMMENDED ADA REVISIONS
• EXPAND “REGARDED AS” PROVISION TO PROTECT
INDIVIDUALS PERCEIVED AS LIKELY TO DEVELOP PHYSICAL
OR MENTAL IMPAIRMENT IN FUTURE
• CONSISTENT WITH GENETIC INFORMATION
NONDISCRIMINATION ACT (GINA)
RECOMMENDED ADA REVISIONS
• EXCEPTIONS FOR RISK-TAKING BEHAVIORS (SMOKING,
EXCESSIVE DRINKING)
• NO EXCEPTION FOR OBESITY
• DISCLOSE DATA MINING PRACTICES

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Sharona Hoffman, "Big Data and the Americans with Disabilities Act: Amending the Law to Cover Discrimination Based on Data-Driven Predictions of Future Illnesses"

  • 1. BIG DATA AND THE AMERICANS WITH DISABILITIES ACT PROFESSOR SHARONAHOFFMAN CASE WESTERN RESERVEUNIVERSITY
  • 2. HOW EMPLOYERS OBTAIN MEDICAL BIG DATA • TRADITIONAL -MEDICAL EXAMINATIONS AND INQUIRIES • SOCIAL MEDIA • WELLNESS PROGRAMS • DATA BROKERS
  • 3. DATA DE-IDENTIFICATION • RISK OF RE-IDENTIFICATION CANNOT BE COMPLETELY ELIMINATED • DE-IDENTIFIED DATA ITSELF CAN ALLOW EMPLOYERS TO DETERMINE THAT CERTAIN ATTRIBUTES ARE UNDESIRABLE
  • 4. DISEASE PREDICTION • CAUSAL LINK BETWEEN BEHAVIORS OR TRAITS AND DISEASE VULNERABILITY • BIOMARKERS • DATA ALGORITHMS • OTHER PREDICTORS – E.G. BICYCLE PURCHASES, VOTING, CREDIT SCORES
  • 5. THE AMERICANS WITH DISABILITIES ACT • DEFINITION OF “DISABILITY” • PHYSICAL OR MENTAL IMPAIRMENT THAT SUBSTANTIALLY LIMITS ONE OR MORE MAJOR LIFE ACTIVITIES • RECORD OF SUCH IMPAIRMENT • BEING REGARDED AS HAVING IMPAIRMENT
  • 6. RECOMMENDED ADA REVISIONS • EXPAND “REGARDED AS” PROVISION TO PROTECT INDIVIDUALS PERCEIVED AS LIKELY TO DEVELOP PHYSICAL OR MENTAL IMPAIRMENT IN FUTURE • CONSISTENT WITH GENETIC INFORMATION NONDISCRIMINATION ACT (GINA)
  • 7. RECOMMENDED ADA REVISIONS • EXCEPTIONS FOR RISK-TAKING BEHAVIORS (SMOKING, EXCESSIVE DRINKING) • NO EXCEPTION FOR OBESITY • DISCLOSE DATA MINING PRACTICES