Riley Acton
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riacton.bsky.social
Riley Acton
@riacton.bsky.social
education economist
ap at miami university (yes, the one in ohio)
https://www.rileyacton.com/
Gemini, my new best colleague
November 24, 2025 at 11:18 PM
Reposted by Riley Acton
Looks like we're in the worst year in since 2015.
November 24, 2025 at 3:53 PM
Great paper! Congrats to you both!!
November 23, 2025 at 9:26 PM
Despite temporary test score gains, Jiee finds that “third grade retention significantly reduces annual earnings at age 26 by $3,477 (19%)” — driven by increased absenteeism, violent behavior, and juvenile crime, and reduced likelihood of H.S. graduation.

Super important findings for policymakers!
November 21, 2025 at 1:28 PM
Just wait until you say something about the Great Recession and they’re like “yeah, I was in preschool then” 🙃
November 21, 2025 at 1:05 AM
I focus way more on the learning process than on the final results (null effects, pre-trends that can’t be killed, bad first stage, etc. are all fine!).

I also don’t stress about a large or novel contribution to the literature. A minor tweak or new application of existing work is great!
November 20, 2025 at 7:22 PM
I don’t have PhD students, so I advise undergrad and masters theses regularly!

To me, success looks like:
- Cleaned & appropriately structured data
- Appropriate, but often simple, methodology (descriptive regressions, diff in diff, maybe an IV)
- Clearly written/explained results
November 20, 2025 at 7:22 PM