Sam Roods
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samuelcroods.bsky.social
Sam Roods
@samuelcroods.bsky.social
policy, privacy, compliance in #healthIT and health tech. posts on #privacy, DnD, albany. previously: grants, standards. opinions are my own. he/him.
Please DM me all criticisms privately. I am a fragile Victorian child living in a health policy professional's body.

TYSM.
December 15, 2025 at 9:54 PM
Policy recommendations from the blog: require PETs like tokenization in high risk data sharing, move toward a unified federal de identification standard grounded in expert determination, and build PET expectations into grants, contracts, and procurement to make privacy operational.
December 15, 2025 at 9:54 PM
We describe #tokenization as one practical PET. Direct identifiers stay behind the firewall and are converted to irreversible tokens, with site specific keys and bilateral approval for cross organization linkage. That enables record linkage for care and research *without* exposing identifiers / PII.
December 15, 2025 at 9:54 PM
In the piece, we also focus on surveillance risk. Aggregated health data can be repurposed in ways that feel deeply intrusive, including underwriting, employment/hiring, or even legal proceedings. Privacy by design has to be engineered into technical infrastructure, not left to notice and consent.
December 15, 2025 at 9:54 PM
One core issue we highlight is the HIPAA gap. HIPAA protects data held by covered entities and business associates. Once data moves to third party apps, devices, or other non-HIPAA regulated entities, it often falls under weaker or fragmented rules, even for highly sensitive information.
December 15, 2025 at 9:54 PM
IMHO, the webinar offers one of the most comprehensive overviews--including challenges & opportunities from policy, operational, AND technical perspectives--of the health data privacy and consent landscape.

You can watch the recording at the the link: www.youtube.com/watch?v=gJd_...
Moving Towards Computable Consent: Findings and Next Steps
YouTube video by Sequoia Project
www.youtube.com
July 17, 2025 at 2:43 PM
This webinar recap is part of a weeklong series for #HealthDataWeek where we’re highlighting the power of health data to drive better care and outcomes for patients.
June 3, 2025 at 11:24 PM
👇 Check out the key takeaways from the conversation I co-led with Kyle Probst on the evolving state policy landscape and what it means for the use of health data.

www.datavant.com/hipaa-privac...
State Policy Trends Reshaping Health Data and AI in 2025 | Datavant
In a fragmented and fast-moving policy environment, state legislatures are taking the lead on issues once governed almost exclusively at the federal level. From new rules on health data access and pri...
www.datavant.com
June 3, 2025 at 11:24 PM
9/ For all of my tired and overused self-deprecation, it’s a serious topic that deserves serious attention. I hope you can join us.
#HealthPolicy #DataPrivacy
May 20, 2025 at 1:50 PM
8/ 🧭 Practical strategies for tracking and responding to a rapidly evolving landscape
#RegulatoryCompliance #HealthPrivacy
May 20, 2025 at 1:50 PM
7/ 📣 Best practices for communicating state-level changes to staff, leadership, and customers
#HealthcareCompliance #HealthIT
May 20, 2025 at 1:50 PM
6/ 🏛️ Topics to monitor across states: AI, sensitive data segmentation, record retrieval pricing, and consumer privacy
#HealthPolicy #AIinHealthcare
May 20, 2025 at 1:50 PM
5/ ❓ Common areas of uncertainty—like how states define “health data” and treat de-identified data
#HealthIT #DataPrivacy
May 20, 2025 at 1:50 PM
4/ 🔐 How emerging privacy laws impact health data both within and beyond HIPAA
#HealthPrivacy #RegulatoryCompliance
May 20, 2025 at 1:50 PM
3/ 📜 Key state legislative trends, including consumer privacy laws and efforts to regulate AI in healthcare
#HealthAI #AIinHealthcare
May 20, 2025 at 1:50 PM
2/ If you want to understand how state legislatures are reshaping the future of health data privacy (and can tolerate me getting a smidge too excited about policy), join me and my much more qualified colleague Kyle Probst for a webinar on:
#DataPrivacy #HealthcareCompliance
May 20, 2025 at 1:50 PM