Level 1 (summary)

Essence of “Discrimination and Insurance”.

  • lack of clarity in definition of “unfair discrimination”. There are differing legal approaches in the way discrimination is handled in the EU and the US.
  • gender-based pricing
    • EU
    • US
  • proposes a Two-stage framework for evaluating discrimination
  • there is a need for empirical-research to understand real-world costs of discrimination.

We require a well-nuanced1 and context-specific approach to determine what constitutes fair and just.

Two-stage framework

StageAssesmentMeaning
OneDentological assesment of fairnessConsider: CICPNP
- controllability of characteristic
- immutability
- causal relationship to risk
- predictive value
- potential for perpetuating stereotypes
- nature of discriminatory treatment
TwoConsequentialist evaluation of justiceConsider: SAIW
- social costs of discrimination
- adverse selection
- impacts on primary behaviordoubt
- welfare to the disadvantaged group

Level 2 (details)

Examples, anecdotes and justifications mentioned in “Discrimination and Insurance”.

There are various examples talked about in the paper.


Level 3 (reflections)

Major key takeaways from “Discrimination and Insurance” and connections to other concepts.

Footnotes

  1. nuanced means having subtle details that makes it complex and interesting