An experiment in Ethiopia finds no evidence that loan officers discriminate against female business owners. voxdev.org/topic/finance/do-…
Shanthi Manian retweeted
Do loan officers discriminate against women entrepreneurs?
In a paper with @ketkidsheth & @ShibiruAyalew just published in @restatjournal, we use a field experiment in a large-scale, high-stakes natural context to show that they do not.
An experiment in Ethiopia finds no evidence that loan officers discriminate against female business owners. Their decisions reflect the fact that once detailed info about the business is available, accounting for gender does not help identify which businesses will perform well.
🆕 Do loan officers discriminate against women-owned businesses?
Today on VoxDev, @ketkidsheth (@UTKnoxville), @shanthim (@WorldBankGroup) & @ayalew_shibiru (Adama Science and Technology University) discuss evidence from Ethiopia: voxdev.org/topic/finance/do-…
🆕 Do loan officers discriminate against women-owned businesses?
Today on VoxDev, @ketkidsheth (@UTKnoxville), @shanthim (@WorldBankGroup) & @ayalew_shibiru (Adama Science and Technology University) discuss evidence from Ethiopia: voxdev.org/topic/finance/do-…
Shanthi Manian retweeted
How much p-hacking is happening among AI benchmark makers?
IE: Coming up with 100 model capability tests, and then only publishing results that show a nice upward slope that matches our intuitions about improving strength over time?
Shanthi Manian retweeted
Hey @AnthropicAI, I am so SO SOOO frustrated!! How do I escalate to a human agent? Fin is not helping and neither is Claude itself.
I tried to upgrade to Pro in February through claude.ai but was told the billing details didn't go through...
Shanthi Manian retweeted
AI has an insane rate of progress when we observe what it does for jobs that take place on screens.
Progress is slower for jobs in the world of atoms.
Since the intellectual class spend all their time on screens, it's easy to think "AI will do all the jobs!"
We are like 15th century farmers thinking about mechanization. If you mechanized agriculture, what other jobs could there even be?
Perhaps employment in the on-screen sector will shrink to a small percentage.
Of course stuff on screens affects things in the real world too. But the rate of progress is different. On screens (i.e. in simulation), the self-driving car problem has been solved for many years. IRL, we are still years and years away from replacement of human drivers.
I think one reason for divergent predictions on how much AI will matter is that the "6% growth" AI experts are extrapolating from stuff on screens to stuff with atoms, while the "3% growth" economists are not.
Shanthi Manian retweeted
2200 days ago, I caught COVID for the first time.
I was not vaccinated as it had just arrived so there was no vaccine. It was a mild infection, so I continued running. Nobody could have told me then, that I would develop Long Covid and cancer, and lose my life to it.
Shanthi Manian retweeted
Turn 36 today & I’ve spent my entire thirties with #LongCovid. When I turned 30 I was biking to work 10 miles a day, & since my mild covid infection — I struggle to walk more than a block or work more than a few hours a week.
Here’s 4 things I wish everyone knew:
Shanthi Manian retweeted
#49ers K Jake Moody has made 11 of his last 21 field goal attempts in the regular season.
He's out on field warming up as I type this but it's just simply not anywhere close to good enough.
Shanthi Manian retweeted
Hey #EconTwitter, Let there be no shame or stigma for candidates (and employers) going on the Scramble market: aeaweb.org/joe/scramble/
Registration is now open till March 13. For candidates, it's open to anyone who has not yet signed an offer.
Shanthi Manian retweeted
📍 Tomorrow (23.02.2024)!
Sign up for the PSDRN webinar on '#Gender discrimination in access to capital: Experimental evidence from Ethiopian SGBs', with @shanthim as speaker and Nathalie Raschka as moderator.
Don't miss it. Registration details ⏬
theigc.org/events/gender-dis…
Shanthi Manian retweeted
Register now for the PSDRN event on 23.02.2024 📍
The webinar on '#Gender discrimination in access to capital: Experimental evidence from Ethiopian SGBs' features @shanthim as speaker and Nathalie Raschka as moderator.
More details here ⏬
theigc.org/events/gender-dis…
Shanthi Manian retweeted
A new randomized controlled trial comparing breastmilk to formula among extremely preterm infants was published just yesterday. Short🧵
They found no effect whatsoever on neurodevelopmental outcomes at 22-26 months of age.
Shanthi Manian retweeted
Come work with me!
Development Economics Predoctoral Fellow - cega.berkeley.edu/career/dev…
@econ_ra
Shanthi Manian retweeted
Congratulations to Professor Claudia Goldin on winning the Nobel Peace Prize in Economics for her work on advancing the world’s understanding of women in the workforce. While Prof. Goldin has long been a trailblazer on topics around gender and economics, she’s recognized today for her work to understand the gender pay gap, a persistent barrier that inhibits women’s economic power. nytimes.com/2023/10/09/busin…
Shanthi Manian retweeted
It's almost jm season! It's 10 years post-jm for me, so here are the 10 tips that would have helped me the most.
Shanthi Manian retweeted
I get a *lot* of messages from new grads who want to work in development / @CGDev and don't know where to start.
While I love (seriously!) meeting with them, I basically say the same thing every time, so here's my five top pieces of advice...
🧵
Shanthi Manian retweeted
#EconTwitter: My coauthors and I are urgently looking for a #predoc for an exciting #RCT at scale (an entire state in India) in Andhra Pradesh. Please apply ASAP!
JD: dropbox.com/s/0vio5n18r2j62m…
@econ_ra @WomenInEcon @econgaurav @AbhiroopMukho @rchaurey @raghavrakesh @JPAL_SA
Shanthi Manian retweeted
This is so wrong. If people want to be idle it is usually because they’re choosing from a set of bad options. I’m also an educator and I don’t view my students like this in any way.

























