New York: Disparate impact framework clarified

29 January 2026 1 min read

By Alison Lewandoski

At a glance

  • SB S8338, signed December 19, 2025, confirms that employment discrimination may be proven solely based on discriminatory effect, even absent intent.
  • The amendment establishes a statutory burden‑shifting framework similar to disparate‑impact analysis.
  • Employers must show job‑relatedness and business necessity once a discriminatory effect is established.
  • Employees may still prevail by demonstrating a less discriminatory alternative.
  • The amendment does not narrow protections under the New York Human Rights Law and does not shield intentional discrimination.

On December 19, 2025, Governor Hochul signed SB S8338 clarifying that employment discrimination can be established based solely on a discriminatory effect, even without discriminatory intent. Effective immediately, the statute codifies a burden-shifting framework: the complainant must show a discriminatory effect; the respondent must then prove job relatedness and business necessity; and the complainant may still prevail by showing that the business need could be met by an alternative with less discriminatory effect. A showing of business necessity does not defeat claims of intentional discrimination, and the amendment does not limit broader interpretations under the New York Human Rights Law.

More to explore

Commission for the Defense of the Rights of People with Disabilities approves bill to expand workplace inclusion for people with autism

Commission for the Defense of the Rights of People with Disabilities approves bill to expand workplace inclusion for people with autism

A new bill requiring employers to adopt measures supporting autistic workers has cleared two legislative committees.

US federal: EEOC withdraws affirmative action guidance under Title VII

US federal: EEOC withdraws affirmative action guidance under Title VII

The EEOC has withdrawn two affirmative action guidance documents, stating that they are inconsistent with Title VII.

US federal: DOJ concludes disparate-impact liability guidelines under Title VII are unconstitutional

US federal: DOJ concludes disparate-impact liability guidelines under Title VII are unconstitutional

The DOJ has challenged disparate impact liability under Title VII, but employers should continue adverse impact monitoring.

New legislation on mobbing and discrimination (update)

New legislation on mobbing and discrimination (update)

Employers will have explicit obligations to set internal rules to prevent mobbing.

Tribunal upholds claims of indirect sex discrimination and harassment related to sex and gender critical belief over trans-inclusive toilets and changing policy

Tribunal upholds claims of indirect sex discrimination and harassment related to sex and gender critical belief over trans-inclusive toilets and changing policy

Tribunal rules NHS England’s trans-inclusive facilities policy was indirect sex discrimination and not justified under UK equality law.

US Federal: Department of Justice secures first settlement under civil rights fraud initiative

US Federal: Department of Justice secures first settlement under civil rights fraud initiative

IBM pays USD17 million to settle DOJ allegations regarding anti-discrimination practices First resolution under Civil Rights Fraud Initiative .

Questions? Launch AI Assist