How Biased Data Is Used to Reinforce Racism, Sexism, and the Status Quo episode artwork

EPISODE · Jul 20, 2026 · 48 MIN

How Biased Data Is Used to Reinforce Racism, Sexism, and the Status Quo

from Messy Liberation: Feminist Conversations about Politics and Pop Culture · host Becky Mollenkamp and Taina Brown

In this episode of Messy Liberation, hosts Becky Mollenkamp and Taina Brown sit down with data and analytics professional Millie to explore why data is never as neutral as it looks — and why that matters for everyone. From biased medical studies and skewed incarceration stats to the politics of AI, the census, and your personal data being sold without your consent, this conversation connects the dots between numbers on a screen and the power structures shaping our lives.In This Episode, We Get Into:• Why data isn't neutral, and how human bias gets baked in at every stage of collection, analysis, and presentation• How manipulated charts, skewed infographics, and decontextualized research statistics mislead the public• Real-world examples of data bias causing serious harm: medication dosages, Plan B effectiveness, census undercounting, and school funding• The deeply troubling way incarceration data is used to reinforce racist narratives about Black and brown communities• How AI inherits and amplifies data bias, and why "garbage in, garbage out" is a phrase everyone should know• What data literacy actually looks like, and how to become a smarter, more critical consumer of statistics and studies• The GDPR, browser cookies, and why your personal data is already a product being sold without your cut• How to use public open data resources (like NYC Open Data) to engage with information in your community🎤 JOIN US IN THE FEMINIST PODCASTERS COLLECTIVE: http://feministpodcastcollective.com/

Episode metadata supplied by the publisher feed · Published Jul 20, 2026

Embed this episode

NOW PLAYING

How Biased Data Is Used to Reinforce Racism, Sexism, and the Status Quo

0:00 48:29

No transcript for this episode yet

We transcribe on demand. Request one and we'll notify you when it's ready — usually under 10 minutes.

No similar episodes found.

No similar podcasts found.

Frequently Asked Questions

How long is this episode of Messy Liberation: Feminist Conversations about Politics and Pop Culture?

This episode is 48 minutes long.

When was this Messy Liberation: Feminist Conversations about Politics and Pop Culture episode published?

This episode was published on July 20, 2026.

Can I download this Messy Liberation: Feminist Conversations about Politics and Pop Culture episode?

Yes. Use the download control on the episode player to save the publisher-provided media file.
URL copied to clipboard!