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Comment by IanCal

8 days ago

Case studies are done with consent, typically. That’s pretty different.

In principle, anonymized case studies do not require consent and historically, they were often published without. Without personally identifiable information, this is and always has been 100% legal. But in modern practice, many journals acknowledge that making a case fully anonymous in the age of the internet might not even be possible without taking away everything noteworthy, so they require some form of consent nowadays.

  • Alternatively they can do what Scott Alexander did and change irrelevant details.

    • That's not so easy, especially for clinical case studies. If any data points are irrelevant, they should not be stated at all, because they actually might not be irrelevant after all and by arbitrarily changing them, you could confound results. On the other hand, it has been shown that three or more indirect data points can already be enough to unmask you in an anonymized report. And most reports usually contain many more than that. So it's not surprising that journals would cover their backs by requiring consent, even if the law does not explicitly demand it.

  • It’s been known since at least the 90s that it’s really hard to fully anonymize patient records. You can’t be certain but you can infer probabilities from very little information.

    • For anyone who disagrees with this statement there’s been a lot of research done in the area.

I don’t know how typical it is, but HIPAA explicitly doesn’t cover patient data after anonymization, and anecdotally I’ve had an anonymous case study published about me without my consent (although I was notified after).