Sherri Rose
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sherrirose.bsky.social
Sherri Rose
@sherrirose.bsky.social

Stanford Professor | Computational Health Economics & Outcomes | Fair Machine Learning | Causality | Statistics | Health Policy | Health Equity

drsherrirose.org
Lab manual: stanfordhpds.github.io/lab_manual
Personal account .. more

Mathematics 35%
Economics 28%

Reposted by Sherri Rose

I became this much sooner in my academic career than anticipated

Reposted by Sherri Rose

my emeritus research assistant turned 15 years old and still likes to debate base R vs. tidyverse

Reposted by Sherri Rose

my cat is a third variant on this theme

Reposted by Sherri Rose

Join us virtually for a Post-PhD Health Data Science Careers Panel focused on population health and health policy!

Panelists:
Irina Degtiar, @mathematicanow.bsky.social
Jack Ching, Google
Ben Ackerman, J&J

November 21 @ 11AM Pacific

Registration: healthpolicy.fsi.stanford.edu/events/post-...
Excited to share results from a 4-year first-ever RCT across US jails. We (Crystal Yang & I) find that death rates are much higher in jails than officially reported & health care accreditation improves staff coordination, quality & save lives.
www.nber.org/papers/w33357
The Hidden Health Care Crisis Behind Bars: A Randomized Trial to Accredit U.S. Jails
Founded in 1920, the NBER is a private, non-profit, non-partisan organization dedicated to conducting economic research and to disseminating research findings among academics, public policy makers, an...
www.nber.org

The repo is still private. (My custom theme needs work. 🙃) Will share a public release!

Clarification: these were entirely different major projects published in stats, econ, and clinical journals. No LPUs! Then synthesized together in a policy brief.

Great summaries, thanks!!

Reposted by Sherri Rose

it's happening
EC 2025 will be held at Stanford from July 7-12. Itai Ashlagi and I are the chairs. The abstract deadline is February 3, and the paper deadline is February 10. The scope is inclusive of many topics across CS, economics, and operations research. Submit your best work!

Right?? Great build. Also very cute.

Adorable!

Indeed. Many successful academics are miserable because they are always trying to accumulate more high-profile successes. There is no enough.

Attn Tuxedo Cat People of Bluesky

There is a new Lego that looks like all of our cats! 🤩

@sarahgollust.bsky.social @dmaanderson.bsky.social

sorry but if we mention weather you know I have to do this. Stanford in December…
Academics from poorer socio-economic backgrounds are more likely to
- not publish
- have outstanding publication records
- introduce more novel scientific concepts
- less likely to receive recognition, as measured by citations, Nobel Prize nominations, and awards.
www.nber.org/papers/w33289

Reposted by Sherri Rose

tl;dr Healthcare access disparities cascade through the entire ML pipeline.

Check out our working paper here: arxiv.org/pdf/2412.07712

Our study, the first post-implementation evaluation of the removal of race adjustment from the eGFR equation, is discussed in this Nature feature www.nature.com/articles/d41...

We found no change in nephrology referrals & visits

Our paper, led by Marika Cusick proceedings.mlr.press/v248/cusick2...
Making kidney tests work for everyone
The United States has moved to deracialize kidney diagnostics. The move addresses major health-equity issues — but it also shines a light on a problematic clinical test.
www.nature.com

You may have already seen these, but we looked at comorbidities here, using constraints for multiple health conditions, which improved fairness metrics for 88% of other undercompensated conditions that weren't included as constraints: www.journals.uchicago.edu/doi/10.1086/...
Improving the Performance of Risk Adjustment Systems : Constrained Regressions, Reinsurance, and Variable Selection | American Journal of Health Economics: Vol 7, No 4
Abstract Modifications of risk adjustment systems used to pay health plans in individual health insurance markets typically seek to reduce selection incentives at the individual and group levels by ad...
www.journals.uchicago.edu

Was a pre-med junior when a faculty member sent me a flyer about a new program called the Summer Institute for Training in Biostatistics

Had never heard of 'biostatistics' as a field; sounded like exactly what I wanted to do

Was accepted into the program, ultimately led to a PhD in biostatistics
What's the moment of luck that's had the biggest impact for your academic career? For me, it was how I wouldn't have gotten a PhD fellowship if it wasn't for the 1st-ranked person declining, which meant that I was awarded the fellowship as 2nd-ranked applicant. That was my last shot at a PhD.
What's the moment of luck that's had the biggest impact for your academic career? For me, it was how I wouldn't have gotten a PhD fellowship if it wasn't for the 1st-ranked person declining, which meant that I was awarded the fellowship as 2nd-ranked applicant. That was my last shot at a PhD.

Here's a link to the 1st 4 chapters from our 2nd targeted learning book, which handles time-varying covs, w/longitudinal TMLE in Ch 4: drsherrirose.org/s/Ch1to4_TLB.... There are also tutorials on LTMLE (e.g., onlinelibrary.wiley.com/doi/10.1002/...) & R package: cran.r-project.org/web/packages....

I mean...it feels like this is true, but this is not correct 😆

also recommendation letters 🙃

Interested in all broad feedback. 🙂 We discuss barriers to uptake in the course and potential solutions. I wanted to hear about current challenges people face to incorporate additional issues. Every organization, field, etc has different barriers.

Collaborative writing is indeed a challenge when not everyone uses the same ecosystem. We currently use quarto, but not all collaborators do. So this might involve exporting a word file and merging those comments back into the .qmd. Not a seamless solution, but better than some others we've used.

This course is required for some of our PhD students (depends on discipline).