# Special Ed Bias: Accountability, Placement Challenges, and the Data Gap Page: https://stenobird.com/podcast/educate-u-s-6415748/special-ed-bias-accountability-placement-challenges-and-the-data-gap Text version: https://stenobird.com/podcast/educate-u-s-6415748/special-ed-bias-accountability-placement-challenges-and-the-data-gap.md Podcast: [Educate U.S.](https://stenobird.com/podcast/educate-u-s-6415748) Published: 2025-12-08T05:00:00+00:00 Episode link: https://shows.acast.com/educate-us/episodes/special-ed-bias-accountability-placement-challenges-and-the Audio file: https://sphinx.acast.com/p/open/s/647a3f3d7b38dd00117a5013/e/693626ddeab4d846e03e92ad/media.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/educate-u-s-6415748/episodes/special-ed-bias-accountability-placement-challenges-and-the-data-gap Duration seconds: 1419 ## Resource The US Department of Education has ended accountability measures for disproportionality in special education, bringing to light the systemic bias in student placement. This episode explores the critical challenges this creates: risks of misallocated resources, increased student stigma, and links to the school-to-prison pipeline.  The Educate U.S. podcast is presented by our friends over at Fresh Roasted Coffee LLC. & Positively Tea.  Enjoy a cup of the best tasting coffee (and tea!) while listening to Stacey & Patrice break down the latest from the world of education & beyond! Visit this link - https://lddy.no/1k3n0 & use their promo code EDUCATEUS for 20% off your first purchase! Hosted on Acast. See acast.com/privacy for more information. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/educate-u-s-6415748/episodes/special-ed-bias-accountability-placement-challenges-and-the-data-gap/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/educate-u-s-6415748/special-ed-bias-accountability-placement-challenges-and-the-data-gap.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.