Kevin Griffith 's Avatar

Kevin Griffith

@assumenormality.bsky.social

Assistant Professor of Health Policy at Vanderbilt w/ expertise in access to care, Medicaid, Veterans' health. Formerly Boston University, Department of Defense, US Army (CIV). Views are my own. #HealthEconomics #PublicHealth

2,767 Followers  |  386 Following  |  502 Posts  |  Joined: 01.09.2023  |  2.007

Latest posts by assumenormality.bsky.social on Bluesky

Stats enthusiasts: I like to weave narratives using insights cross-tabbed from the latest poll

Stats experts: I only estimate conditional expectations and I keep a gun nearby so I can shoot them if they're from a distribution I don't recognize

12.02.2026 22:20 β€” πŸ‘ 37    πŸ” 7    πŸ’¬ 0    πŸ“Œ 2

β€˜I Felt Like a Factory Worker.’ Why VA Psychologists Are Burning Out

12.02.2026 23:33 β€” πŸ‘ 4    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
Post image

Register for our upcoming webinar with @joannespetz.bsky.social!

healtheconomics.org/events

12.02.2026 22:47 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Fused LASSO doesn't shrink coefficients towards zero; the penalties cause coefficients with similar magnitudes to move towards one another. So you end up with fewer groupings, but not too few your predictions suffer

12.02.2026 19:16 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Two reasons

1) Random effects require much stronger assumptions that are unlikely to be met

2) We aren't trying to shrink coefficients towards zero. We are trying to empirically bin coefficients with similar effect sizes in a way that maintains predictive accuracy and removes our subjectivity

12.02.2026 19:14 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
Post image

Has anyone implemented fused LASSO in Stata to group or bin coefficients for dummy variables?

pmc.ncbi.nlm.nih.gov/articles/PMC...

11.02.2026 17:19 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

One week from today!

03.02.2026 17:08 β€” πŸ‘ 7    πŸ” 10    πŸ’¬ 1    πŸ“Œ 0

I've had so many conversations with people who are worried about the direction of #healthequity research -- the lack of rigor, the lack of theory, and overstatement of findings.

Worse yet is the defiant attitude by some that any effort to push on nuance or causality undermines the project.

04.02.2026 15:44 β€” πŸ‘ 8    πŸ” 2    πŸ’¬ 1    πŸ“Œ 1
Preview
Advancing the Science and Scholarship of Health Equity Health equity research has advanced substantially during the past 2 decades and has emerged as a foundational element of population health science and scholarship.1ο»Ώ JAMA Health Forum has embraced thi...

"When researchers cannot specify and be transparent about what equity means in their work, it risks becoming an aesthetic rather than a commitment."

Sharp piece by Choi et al outling several issues with contemporary research that have increasingly troubled me.

jamanetwork.com/journals/jam...

04.02.2026 15:44 β€” πŸ‘ 12    πŸ” 6    πŸ’¬ 2    πŸ“Œ 0
Post image

Assuming our history isn't sanitized, this period will be remembered as one of national shame.

www.yahoo.com/news/article...

04.02.2026 16:19 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Five classes I took in university (that I realize most people could use right now):

Research methodology
Statistics
Logic
Epistomolgy
Abnormal psychology

31.01.2026 02:41 β€” πŸ‘ 18    πŸ” 2    πŸ’¬ 1    πŸ“Œ 0
Post image Post image Post image Post image

How it started / How it's going

18.01.2026 02:30 β€” πŸ‘ 4    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

They're trying so hard to justify a murder. And every American should know: if they kill you, this is what they'll do to you.

13.01.2026 04:20 β€” πŸ‘ 2602    πŸ” 710    πŸ’¬ 9    πŸ“Œ 3
Preview
Central bank independence in practice The Peterson Institute for International Economics held a high-level conference in October 2025 in Washington, DC, to analyze the serious issues concerning central bank independence in practice. The g...

Good time to brush up on what the experts say on the topic: Central bank independence in practice www.piie.com/publications...

12.01.2026 13:57 β€” πŸ‘ 2    πŸ” 2    πŸ’¬ 0    πŸ“Œ 0

45 minutes until markets open

12.01.2026 13:45 β€” πŸ‘ 49    πŸ” 3    πŸ’¬ 5    πŸ“Œ 0
Post image 05.01.2026 04:52 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Now would be a really great time for Congress to reassert itself as a co-equal branch of government

03.01.2026 14:03 β€” πŸ‘ 13    πŸ” 1    πŸ’¬ 1    πŸ“Œ 0
Post image

It's now multiple pages

01.01.2026 06:38 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
Post image

You know you're in the south when the walk home from #NashvilleNYE is a cacophony of (hopefully) celebratory gunfire πŸŽ‰

01.01.2026 06:25 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
Post image

Actual 2025 tariff rates are, to date, far less than statutory rates, but the costs of the tariffs are mostly borne by the US – estimated tariff pass-through to US prices in 2025 is 94%. Tariffs on imports act like a 1 to 2pp tax on US manufacturing. brentneiman.com/research/GN2...

27.12.2025 14:04 β€” πŸ‘ 353    πŸ” 147    πŸ’¬ 6    πŸ“Œ 8

THIS THIS THIS. ALL OF THIS

THIS is why faculty resist technological strategies for teaching. There is no engaging with Edtech without this context

30.12.2025 01:50 β€” πŸ‘ 907    πŸ” 391    πŸ’¬ 17    πŸ“Œ 48

Tell that to Vanderbilt University Medical Center, they've effectively barred researchers from using your product for this reason!

17.12.2025 15:47 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
Post image

Dr Russell D. Moore is a theologian, pastor, and the editor in chief of Christianity Today.

15.12.2025 18:03 β€” πŸ‘ 18351    πŸ” 4138    πŸ’¬ 637    πŸ“Œ 181

thank you!

13.12.2025 03:21 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

thank you!

13.12.2025 03:21 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

I was expecting my Google scholar and was pleasantly surprised πŸ˜„

12.12.2025 18:05 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Looking for examples of published health policy studies with clear methodological flaws. Preferably from a med or health policy journal. Send me your favorites!

12.12.2025 17:31 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 3    πŸ“Œ 0

Apparently, Vanderbilt no longer allows the use of Rev for transcription because the data are sent outside the U.S.

Qual researchers, what services for human transcription (not AI) are you using and like?

11.12.2025 13:46 β€” πŸ‘ 1    πŸ” 1    πŸ’¬ 4    πŸ“Œ 0
Video thumbnail

MAGAZINER: How many veterans have you deported?

NOEM: We haven't deported veterans

MAGAZINER: We are now joined on Zoom by a combat veteran you deported to Korea

11.12.2025 16:22 β€” πŸ‘ 52111    πŸ” 17022    πŸ’¬ 2160    πŸ“Œ 1773

Taken together, our results demonstrate consistently high veteran satisfaction regardless of the credentials of their anesthesia providers. FIN

11.12.2025 19:54 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

@assumenormality is following 20 prominent accounts