Reposted by Julian ReifJohn Cawley @johncawley.bsky.social · 30/09/2026As of 2026-09-27, the # of total jobs listed on JOE is up 5.5% from this point last year. However, last year was a tough one, so for other comparisons this year's job listings are down 27.4% from 2024, and down 32.9% from 2023. 2/9 135
Julian Reif @julianreif.bsky.social · 30/09/2026"But in the case of basic replication requirements, other disciplines seem to be purposefully making themselves less trustworthy, relevant, and self correcting." 062
Reposted by Julian ReifJustin Wolfers @justinwolfers.bsky.social · 29/09/2026A useful political rule: don't design the rules assuming your team will always be in charge. Eventually, the big red button changes hands. newsletter.platypuseconomics.com/p/…newsletter.platypuseconomics.comMy Libertarian Friends Were RightDo economists have a political bias? What should we do about that? 1018942
Reposted by Julian ReifJeffrey Wooldridge @jmwooldridge.bsky.social · 29/09/2026In case anyone is interested, here is a new working paper on non-binary treatments with staggered interventions. Essentially, I show under what assumptions it is valid to estimate cohort x time dose-response functions. papers.ssrn.com/sol3/papers....papers.ssrn.comA Heterogeneous Slopes Approach to Difference-in-Differences with Non-Binary TreatmentsI extend the approach of Wooldridge (2023, 2025) to allow for heterogeneous gains to treatment in the context of staggered interventions for non-binary treatmen 211135
Julian Reif @julianreif.bsky.social · 28/09/2026It's starting www.nber.org/system/files...nber.org 23111
Reposted by Julian ReifPeter Nencka 📊 @peternka.bsky.social · 28/09/2026We're hiring two folks at Miami Econ this year! One health One "applied micro" Dynamic fun department in small town with big town (Cincinnati) nearby! Tell your friends and apply! www.aeaweb.org/joe/listing....,aeaweb.orgAmerican Economic Association: JOE Listings - August 1, 2026 - January 31, 2027 01514
Reposted by Julian ReifTatyana Deryugina @tderyugina.bsky.social · 21/09/2026In my latest policy brief for @econ4ua.bsky.social, Oleksandr Shepotylo and I look at the role of China in propping up Russia's war against #Ukraine. We also discuss what Europe should do to stop it. econ4ua.org/wp-content/u... 1158
Reposted by Julian ReifDariia Mykhailyshyna @handle.invalid · 19/09/2026Looking for more speakers for Workshops for Ukraine (sites.google.com/view/dariia-...), so if you want to contribute to a series by teaching a workshop on #Rstats, #Python, data analysis, while helping raise money for Ukrainian charities, drop me a message or email dmykhailyshyna@kse.org.ua #Econsky 01616
Julian Reif @julianreif.bsky.social · 18/09/2026Useful data for people interested in seeing how this year's econ job market is shaping up. 011
Julian Reif @julianreif.bsky.social · 18/09/2026AI encounters a CAPTCHA: "Ugh" www.schneier.com/blog/archive...schneier.comAre AIs Still Struggling with CAPTCHAs? - Schneier on SecurityAnthropic’s recent security-incident document contains a bit about how CAPTCHAs are still frustrating Claude. In the transcript, the Claude model that is so powerful that Anthropic is gatekeeping acce... 010
Reposted by Julian ReifTatyana Deryugina @tderyugina.bsky.social · 16/09/2026#EconSky: it’s once again time for our call for papers/proposals for the annual NBER conference+publication combo on Environmental and Energy Policy and the Economy (EEPE). Submit here by October 20th, 2026. More details below. And please spread the word! conference.nber.org/confsubmit/b...conference.nber.orgSubmission: NBER Environmental and Energy Policy and the Economy Conference, Page 1 of 2 - MyNBER 12013
Reposted by Julian ReifSarah Miller @smiller.bsky.social · 16/09/2026A public-use version of the Open Research Unconditional income Study (ORUS) dataset is now posted! This RCT paid $1000/month to a treatment group for 3 years. Test your favorite hypotheses about the effects of guaranteed income! data.openresearchlab.orgdata.openresearchlab.orgOpenResearch Unconditional Cash Study Public-Use Data – OpenResearchPublic-use data and documentation from OpenResearch’s randomized study of unconditional cash transfers. 12013
Reposted by Julian ReifProf Dynarski @dynarski.bsky.social · 15/09/2026Good news about international students 0164
Julian Reif @julianreif.bsky.social · 11/09/2026My coauthors and I have released a new report on how the Medicaid provisions in the One Big Beautiful Bill Act could affect Illinois’ budget and Medicaid coverage. Here are our main findings: igpa.uillinois.edu/wp-content/u...igpa.uillinois.edu 1156
Reposted by Julian ReifStephanie Wang @sweiwang.bsky.social · 08/09/2026Great idea. everyone go to thecarobtrustprize.smapply.us/prog/the_car... and nominate Data Colada @datacolada.bsky.socialthecarobtrustprize.smapply.us The Carob Trust Prize for Academic Courage - The Carob Trust 032
Reposted by Julian ReifEthan Mollick @emollick.bsky.social · 06/09/2026This is both an interesting experiment and a sign of a tsunami coming for academia. AIs retroactively reading the research and finding both opportunities and issues with published papers, then sharing those judgements publicly. d3jhl7jsny6f2h.cloudfront.net 610821
Reposted by Julian ReifAtheendar Venkataramani @atheendar.bsky.social · 02/09/2026Yes!!! I love this paper! Creative use of the Lleras Muney long mortality model and high res short run data to answer a causal question that is otherwise super hard! 182
Reposted by Julian ReifAEA Journals @aeajournals.bsky.social · 02/09/2026Forthcoming in the AER: "The Long-run Effect of Air Pollution on Survival" by Julian Reif and Tatyana Deryugina. aeaweb.orgThe Long-run Effect of Air Pollution on Survival(Forthcoming Article) - Many environmental hazards have long-run health effects, but quasi-experimental studies typically measure outcomes and treatment over short time periods. We develop a new framework for quantifying the effect of air pollution exposure on life expectancy. Using daily changes in wind direction as an instrument for air pollution, we first charac- terize the dynamic mortality effects of short-run exposure. We then incorporate these estimates into a demographic model to quantify the lifelong effects of a permanent re- duction in air pollution exposure. Ninety percent of the survival benefits accrue after the first fifty years of life. 12313
Reposted by Julian ReifJamin Speer @jaminspeer.bsky.social · 26/08/2026The School of Public Health here at Memphis is hiring a health economist! Not my department, but would love to have someone who can come collaborate with the econ department (where we have a couple of health people too). www.higheredjobs.com/faculty/deta...higheredjobs.com 0910
Reposted by Julian ReifDavid A. Jaeger (econ) @davidajaeger.bsky.social · 17/08/2026For my most recent paper, there are Stata and R packages to calculate a suite of robustness statistics. The statistics are calculated from B bootstrap estimates of the relevant parameters, where B is the number of bootstrap samples, chosen such that (B+1)\alpha is an integer. 1112
Julian Reif @julianreif.bsky.social · 16/08/2026I'm glad AJHE is owned by ASHEcon. All econ societies should own their own journals if possible. Giving up control is a bad idea. 0183
Reposted by Julian ReifRafe Meager (they/them) @economeager.bsky.social · 11/08/2026we have got to put that into a causal inference lecture 743271
Reposted by Julian ReifErzo F.P. Luttmer @erzoluttmer.bsky.social · 09/08/20261/5 AEA journals have run a pilot using Refine, and author reactions were overwhelmingly positive: >90% favored incorporating Refine into the editorial process. Think of Refine not as a referee, but as a detailed technical proofreader. @aeajournals.bsky.social #EconSky 23818
Reposted by Julian ReifLars Vilhuber @lars.vilhuber.com · 04/08/2026We are hiring at @cornelluniversity.bsky.social for the @aeadata.bsky.social / LDI Lab for the fall. Help make social sciences more reproducible! If you are a @cornelluniversity.bsky.social student with the necessary qualifications, read about it here www.ilr.cornell.edu/labor-dynami... and apply!ilr.cornell.eduLDI Replication Lab 145
Reposted by Julian ReifProf Keith Marzilli Ericson @profericson.bsky.social · 30/07/2026Should you pay $500 in premiums to lower your deductible by $250? While classic models say never do this, our new AEJ: Micro paper shows buying a dominated plan can make sense for liquidity constrained people. 1104
Reposted by Julian ReifJuan Moreno-Cruz @jmorenocruz.bsky.social · 02/08/2026Using LLMs should allow us to think bigger, harder to grasp, difficult to execute, longer to develop, ideas. That idea that’s been in you brain since forever but you hadn’t had the time because you had to retool and what not. Trust yourself. Go for that shit. Now is the fucking time. 17714
Reposted by Julian ReifSaloni @scientificdiscovery.dev · 28/07/2026I'm interested in finding and potentially supporting people who are interested in doing long-form writing on the big efforts in global health: Gavi, Global Fund, PEPFAR, etc. If this is you or someone you know, please make yourself known! 58274
Julian Reif @julianreif.bsky.social · 29/07/2026“Two teams can find nearly the same fact. The paper with the higher general-interest ceiling may not have a dramatically more credible estimate. It may instead ask the estimate to do more.” 085
Reposted by Julian ReifTatyana Deryugina @tderyugina.bsky.social · 27/07/2026Writing a paper introduction is more art than science, but a good formula gets you most of the way there. Today's blog post: a paragraph-by-paragraph template that is used pretty commonly, plus the mistakes I see most often. 🧵 #EconSky deryugina.com/a-two-for-on...deryugina.comA two-for-one blog post on writing introductions – Tatyana Deryugina 26822
Reposted by Julian ReifShooshan Danagoulian @shooshan.bsky.social · 24/07/2026The narrative about the smallpox box is riveting. 051
Reposted by Julian ReifTravis Roach @troach.bsky.social · 21/07/2026We know that hot days lead to worsening health outcomes. Surprisingly, we have very little info on the fiscal impact these hot days have on government programs like Medicaid. In this new paper, we match over a million Medicaid records across nearly 16,000 U.S. ZIP codes to daily temperature data (🧵)static.klipy.comWhy? Scrubs SceneALT: Why? Scrubs Scene 15023
Reposted by Julian ReifJoshua Goodman @joshua-goodman.com · 16/07/2026The AEA is seeking nominations for journal coeditors and board members, and is deliberately trying to widen its search beyond the existing team's social networks. Nominate yourself or others! Nominations are simple (basically just names). You can submit them here: survey.sogolytics.com/r/QmAiqd 1119
Julian Reif @julianreif.bsky.social · 12/07/2026"The most efficient way to fund ambulance services would simply be to pay for the option the way that options are normally paid for: with a premium, collected from everyone the service stands ready to rescue. That’s how it’s done in the rest of the rich world." davidoks.blog/p/why-americ...davidoks.blogWhy American ambulance rides are so expensiveThe unfortunately botched economics of emergency care 092
Reposted by Julian ReifAlexander Wuttke @kunkakom.bsky.social · 08/07/2026Genuinely interested in your views: What is the future of teaching statistical programming language for data science in the age of AI? Will we even still teach programming R or Python? 154719
Reposted by Julian ReifPaul Goldsmith-Pinkham @paulgp.com · 03/07/2026Recorded my last Markus Academy video on AI and Economics research! In this capstone, I talked with Markus about how to use tools like git and Github to make workflows that help manage the verification debt come with supercharged tools like AI. substack.com/home/post/p-...substack.comIntegration and Collaboration in AI Research WorkVideo 8 in a series on Claude Code 0306
Reposted by Julian ReifThe Review of Economic Studies (REStud) @reveconstudies.bsky.social · 01/07/2026🚨🚨 NEW ECONOMICS JOURNAL 🚨🚨 We are excited to announce the launch of The Review of Economic Studies: Insights, a new open-access journal in the REStud family. Mission: publish concise, high-quality research on important questions across economics and economic policy.🧵1/13 17941
Reposted by Julian ReifAtheendar Venkataramani @atheendar.bsky.social · 26/06/2026This is perhaps the most impressive #medical study I have seen in years: www.nature.com/articles/s41... It will save a lot of lives.nature.comAn ECG biomarker for sudden cardiac death discovered with deep learning - NatureA deep-learning model trained on electrocardiogram (ECG) waveforms identifies an easily visible biomarker that predicts sudden cardiac death more accurately than the current clinical state of the art. 22614
Reposted by Julian ReifStandard Error Research Editors @standarderror.bsky.social · 23/06/2026We were delighted to select and present the Best Paper Prize for the 2nd time at the @cinchessen.bsky.social Economics of Mental Health Workshop, this year at @univdauphine.bsky.social to prizewinner Alden Chang for research with Martin Hackmann 1/9 stderr-editors.com/blog/cheng-a...stderr-editors.comCheng and Hackmann receive mental health economics workshop Best Paper Prize for research on mortality effects of nursing home room assignmentsThe prize recognizes the authors’ outstanding empirical work and the direct applicability of their findings for improving patients’ health outcomes. 1127
Julian Reif @julianreif.bsky.social · 19/06/2026Observational evidence can be deeply misleading in health settings. In our study of workplace wellness programs, RCT and observational analyses reached opposite conclusions, despite having access to rich administrative data. www.nytimes.com/2018/08/06/u...nytimes.comWorkplace Wellness Programs Don’t Work Well. Why Some Studies Show Otherwise. (Published 2018) 0114
Julian Reif @julianreif.bsky.social · 18/06/2026“Elon Musk’s personal wealth has jumped to $1.3trn according to Bloomberg. Even if that was reduced by $1trn he would still be the world’s richest person.” economist.com/the-world-th...economist.comBusiness | Jun 20th 2026 EditionThe world this week 000
Reposted by Julian ReifLilly Springer @springerecon.bsky.social · 15/06/2026Are you or one of your students going on the #EconJobMarket this year? If so, you should check out two new resources that I posted to my website today. lillyspringer.github.io/JobMarket_No... lillyspringer.github.io/JobMarket_Sl... 22011
Julian Reif @julianreif.bsky.social · 15/06/2026Nice review of John List's new book. Relatedly, for those interested in experimental methods, I'm a big fan of Gerber & Green's Field Experiments book: wwnorton.com/books/978039...wwnorton.comField ExperimentsA brief, authoritative introduction to field experimentation in the social sciences., Field Experiments, Design, Analysis, and Interpretation, Alan S Gerber, Donald P Green, 9780393979954 141
Julian Reif @julianreif.bsky.social · 14/06/2026Thoughtful critique of the iPhone and fertility study 081
Julian Reif @julianreif.bsky.social · 12/06/2026SHESG submission deadline is June 15! Great health economics conference, highly recommended. 031
Reposted by Julian ReifCaitlin Myers @caitlinmyers.bsky.social · 11/06/2026Wow, I didn't expect our paper on iPhones and fertility to generate this much buzz—thanks for all the feedback! Rather than scattershot replies, here's a compilation of thoughts and new robustness checks. 🧵1/15 45819
Reposted by Julian ReifDan Ly @meddly.bsky.social · 07/06/2026Reminder, if you’re going to @ashecon.bsky.social 2026, come to our Wednesday session of creative uses of recession discontinuity with some of the best in the business, including @aschwartz.bsky.social, @vinisingh.bsky.social, @dzeltzer.bsky.social, and @mlbarnett.bsky.social! 196
Julian Reif @julianreif.bsky.social · 05/06/2026Another reminder that undertreated high blood pressure has real consequences. A physician bonus tied to blood pressure targets led to fewer medication increases for patients with borderline hypertension, and those patients then experienced more heart attacks and strokes. 081
Reposted by Julian ReifErzo F.P. Luttmer @erzoluttmer.bsky.social · 04/06/2026This is a fantastic and rare (!) example of authors of a published paper and the author of a comment on that paper working together to fix the scientific record. Kudos to all involved. This is not easy, even with good faith all around. @droodman.bsky.social @i4replication.bsky.social #EconSky 0204
Reposted by Julian ReifMichael Clemens @mclem.org · 01/06/2026Remember that recent paper claiming to show that "ideological bias" determined the results obtained by immigration policy research teams? A careful, open-code reanalysis by @kauspurg.bsky.social & Josef Brüderl finds that the result arises from a coding error. —> doi.org/10.31222/osf... 1310107