Francesco Del Prato (@fdelprato) header
Francesco Del Prato (@fdelprato) profile picture

Assistant professor of Economics at @AarhusUni_int. Trying to understand how labor markets work.

Joined March 2012
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Francesco Del Prato retweeted
The fatal challenge to heterodox economics is that there isn't actually orthodox economics. Just take a few recent Nobels: behavioral, information failure, institutions, bubbles, financial fragility, labor monopsony (sort of), Schumpeterian creative destruction, etc. Not to mention RCTs which are emblematic of how much economic research is empirical and only lightly if at all structural. The real difference is methods. Heterodox economics is an avowedly political project not a social scientific effort to better understand the world. And I have nothing against political projects just shouldn't confuse the two.
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I thank @GiorgiaMeloni for the support and a clear, unequivocal, principled stance. Thank you for understanding who the aggressor is and what it means to build a dignified and lasting peace. This is possible only through strength and joint efforts for our security.
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This week, @eacabbi (UMannheim) presented “Who Bears the Markdown?”. With @alatiandre (Bank of England) & @fdelprato (@AarhusUni_int), they show markdowns vary within firms, rise with occupational rank, and increase after shocks as claims outpace pay.
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A call to all entrepreneurs, founders, small business owners in Europe and anyone else who aspires to star a company at some point. This is the moment to act and let your voice be heard on EU Inc. EU Inc is the proposed legislation to make it easier to start and grow a company across Europe. It is now in front of the European Parliament and also being negotiated by governments. The objective should be very clear: you should be able to start and grow your company in Europe as your home market. What this should mean is, I think, at a minimum this: 1, You should be able to start a company online and cheaply. 2. You should be able to have a simple registration that you can fill out by yourself, with secure identity checks built in. You should not be forced to hire and pay a notary for this process. 3. The basic rules should be the same across Europe and should be common. There should be one registry with common rules and you shouldn't have to go to the lawyers of each country to set up different subsidiaries. 4. There should be a simple way to give employees a share in what they are helping you build, through stock options. They should only pay the tax when they sell those shares and when they receive the money. 5. The paperwork should be much simplified. There should be one channel for doing the VAT across borders and use the time saved to do your job and not to do paperwork. 6. The rules should support the entire life of the business; raising money, growing, going public, and also liquidating a failed business should all be done under the European common rules. Opening a bank account in another country, hiring across borders should be seemless. The European Commission made an initial proposal that was not sufficiently ambitious in my view but that was a useful start: it had online registration in 48 hours for less than €100 and measures to facilitate the taxation of employee stock options. It had some rules on common liquidation of the companies. In my view it was not ambitious enough because it allowed national authorities to impose further requirements, such as notaries. It was already falling short on tax and employment, but the reforms that the other institutions are introducing are making it even less ambitious. The draft that is being discussed by the governments eliminates the European company register and replaces it with a website that is just a portal to underlying national systems. This does not improve the creation of companies in any way. They're also eliminating the common procedures to liquidate failed companies, which was very useful because it facilitates the financing of these companies. The danger in the legislation is that it will require so many national exceptions that the founders will, in fact, end up facing still all the different regimes and it will make absolutely no difference. What I suggest here is that you write to your member of the European Parliament this week. Tell them about the obstacles your business is facing: the paperwork, the difficulty of giving shares, of raising money across borders. Explain what it costs and why it makes it difficult to create employment. Ask them what they will do to help you to make this legislation useful. Your MEPs work for you. Here are their contact details: competecentre.eu/the-launch-… The MEP leading Parliament’s work is René Repasi. The other political-group negotiators are Axel Voss, Pascale Piera, Mario Mantovani, Pascal Canfin, Sergey Lagodinsky, Kira Marie Peter-Hansen, Arash Saeidi and Marcin Sypniewski. Share this with other entrepreneurs. Help make sure that the people writing the law hear from the people that the law is meant to help.
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Francesco Del Prato retweeted
Today we are announcing the new DeepMind Institute, a forum dedicated to interdisciplinary, evidence-led debate on the societal and economic questions surrounding AGI. As part of the launch, @JulianDJacobs and I have a new essay and working paper: “Economic Policy for AGI.” bit.ly/economic-policy-for-A… 🧵1/n
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Francesco Del Prato retweeted
I work at OpenAI and personally think AI has been and will continue to be an extremely beneficial technology to humanity The conversation should be around how many billions of lives it will save
I resigned from Anthropic today. I spent the last three years doing pretraining research at both OpenAI and Anthropic. Neither company is acting responsibly. They are racing straight to self-improving superintelligence and gambling with our lives. More thoughts below.
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An announcement: Under the leadership of Mario Draghi and @patrickc we have set up the Rhine Group: policymakers, economists, entrepreneurs and business people pushing European reforms and the Draghi agenda. rhinegroup.eu/
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Today I read the new Stanford Encyclopedia entry on Capitalism by @chiaracordelli. It is, simply put, a bad piece of scholarship. I will illustrate it with just one passage using one of my most popular posts ever: “A guide for students of economics: Ten statements that demonstrate that someone does not understand modern economics or what an equilibrium is, and that you can safely ignore everything else they say.” xitter.gq/JesusFerna7026/status/… I quote from the entry when it talks about Hayek and Friedman. “From all these exchanges, an “equilibrium,” perhaps a “general equilibrium,” spontaneously arises in a capitalist economy.” Compare with my explanation (which builds on the tradition of Hayek and Friedman): “Equilibrium is not meant to describe the daily state of the world. It is a conceptual device used to understand the outcome of our models under the assumptions we make.” The entry continues: “This in turn means that the factors of production that are capital and labor are employed in their most efficient proportions. Also, produced goods and services flow through markets to where, at the margin, they are most valued, making these markets efficient, too.” Compare with my explanation: “Equilibrium is often conflated with efficiency, but equilibrium merely reflects decentralized consistency, not welfare maximization. Market power, externalities, incomplete markets, nominal rigidities, and frictions routinely produce inefficient equilibria. I often teach a first-year macro graduate course, and not a single one of the equilibria I define is efficient.” The article continues: “Inherently, it has no real crisis tendencies that it cannot self-correct. Capitalism goes wrong when it is politically interfered with” Compare with my explanation: “Equilibrium is sometimes misinterpreted as a static state in which nothing evolves. In fact, many equilibria are sequences of probability distributions over states driven by shocks, policy rules, and endogenous responses. Learning dynamics (Bayesian updating, adaptive rules, experience-based expectations) can occur within equilibrium if the evolution of beliefs is self-consistent.” And finally: “Capitalism goes wrong when it is politically interfered with” Compare with my explanation: “Some interpret equilibrium as a laissez-faire concept. In fact, equilibrium analysis is the foundation of modern policy evaluation. Fiscal, monetary, and regulatory interventions work through equilibrium responses (prices, wages, interest rates, quantities) and must satisfy equilibrium conditions to be credible. Equilibrium is a tool for policy design, not a barrier to it.” None of this is deep. I knew it as an undergraduate student in college. Hayek and Friedman were subtle economists who, yes, defended market economies but who understood economics much better than the author of the entry. I recently argued that institutions waste their credibility by engaging in political activism instead of scholarship. How can I trust now the Stanford Encyclopedia of Philosophy’s entry on Hegel, for example, if the entry on Capitalism would fail my undergraduate course at Penn?
A guide for students of economics: Ten statements that demonstrate that someone does not understand modern economics or what an equilibrium is, and that you can safely ignore everything else they say. 1. “Equilibrium means the economy is stable or at rest.” Many assume that an equilibrium is a peaceful state with no forces at play. Instead, an equilibrium is just an arrangement of actions and expectations over time that are mutually consistent. It can be locally unstable, explosive, or fragile. Nothing in the definition of equilibrium implies stability. 2. “Equilibrium implies optimality or social efficiency.” Equilibrium is often conflated with efficiency, but equilibrium merely reflects decentralized consistency, not welfare maximization. Market power, externalities, incomplete markets, nominal rigidities, and frictions routinely produce inefficient equilibria. I often teach a first-year macro graduate course, and not a single one of the equilibria I define is efficient. 3. “Equilibrium is a unique outcome.” Many often expect models to have one equilibrium. In reality, multiple equilibria arise naturally in dynamic, strategic, and incomplete-market environments. Models of coordination failures, self-fulfilling expectations, bubbles, overlapping generations, and liquidity traps all hinge on the existence of equilibrium multiplicity. 4. “Equilibrium requires perfect foresight or perfect information.” Equilibrium does not assume agents know the future. In fact, equilibria are often stochastic. The definition of equilibrium only requires that beliefs are consistent with the (perceived) stochastic laws of motion implied by the model. Bayesian learning, noisy signals, ambiguity, and subjective uncertainty all fit well within an equilibrium framework, provided beliefs converge to an internally consistent (but possibly incorrect) distribution. Bonus point: equilibria are compatible with agents having diverging beliefs that never converge to a single Dirac distribution. 5. “Real economies are rarely in equilibrium, so the concept is unrealistic.” Equilibrium is not meant to describe the daily state of the world. It is a conceptual device used to understand the outcome of our models under the assumptions we make. Also, see point 1 above. 6. “Equilibrium requires agents to be fully rational in a psychological sense.” Equilibrium only assumes internal consistency: agents optimize given preferences and constraints. It does not assume realism about human cognition. We can and do define equilibria in models with behavioral biases, bounded rationality, inattention, or rule-of-thumb behavior. We only need to ensure that the resulting actions and beliefs are mutually compatible. 7. “Equilibrium eliminates dynamics or learning.” Equilibrium is sometimes misinterpreted as a static state in which nothing evolves. In fact, many equilibria are sequences of probability distributions over states driven by shocks, policy rules, and endogenous responses. Learning dynamics (Bayesian updating, adaptive rules, experience-based expectations) can occur within equilibrium if the evolution of beliefs is self-consistent. 8. “Equilibrium renders expectations unimportant.” A common misconception is that equilibrium mechanically determines outcomes. In reality, expectations are often central: they determine investment, consumption, asset prices, and policy responses. Many equilibria differ only in their expectations. This is why communication, credibility, and forward guidance matter even in fully rational models. 9. “Equilibrium excludes policy intervention.” Some interpret equilibrium as a laissez-faire concept. In fact, equilibrium analysis is the foundation of modern policy evaluation. Fiscal, monetary, and regulatory interventions work through equilibrium responses (prices, wages, interest rates, quantities) and must satisfy equilibrium conditions to be credible. Equilibrium is a tool for policy design, not a barrier to it. 10. “Equilibriums…” Aequilibrium is a Latin neuter noun of the second declension, which forms a nominative plural in “a”. It is composed of aequus (equal; the same root as equality or equity) and libra (balance or scales or the name of several currencies over history). A final thought: “equilibrium” is a term of art. Its meaning in economics differs from its use in the natural sciences or in everyday language. Terms of art are ubiquitous across academic disciplines, and the first act of intellectual diligence when one starts studying a discipline is to learn what they mean.
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Francesco Del Prato retweeted
I don't know what Piketty, Stiglitz, and co. are smoking. Global poverty rates have never been lower. Progress on basic global health and wellbeing measures has been amazing over the past few decades. "End of the road"?!? Come again!?! theguardian.com/commentisfre…
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And again, and again, and again, the market proves to be more flexible and adaptable than the engineers, extrapolating, with their calculators expect. When prices change, behaviour changes. Believe in substitution, in elasticity, in human ingenuity, that is, in the market, and you will get a closer approximation than all doom-mongers. For this of course, a market must exist (e.g., does not apply to the fertility collapse).
CHART OF THE DAY: On Apr 16, the IEA made a headline-grabbing warning: Europe had "maybe 6 weeks or so of jet fuel left." It's week seven; the planes are still flying. Since those headlines, European wholesale jet fuel prices have fallen ~30% to a ~3-month low.
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Francesco Del Prato retweeted
🟥New Working Paper "Workplace Flexibility and the Motherhood Penalty: Evidence from the Diffusion of Remote Work" w/ @tano_basso, M. De Paola & @salva_lat We study whether the lack of workplace flexibility is a key driver of the motherhood penalty Thread👇🧵 [1/10]
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Francesco Del Prato retweeted
Il sorpasso, che un paio d’anni fa si pensava dovesse arrivare nel 2028, ci sarà già quest’anno: nel 2026, l’Italia🇮🇹 toglierà alla Grecia🇬🇷 il primato del paese con il debito pubblico più alto d’Europa. Secondo le previsioni del Fmi, quest’anno il debito dell’Italia salirà al 138,4% del pil mentre quello della Grecia scenderà al 136,9%. È il prodotto di scelte politiche dagli ultimi tre governi, che tra Pnrr e Superbonus hanno speso 450 miliardi di euro per investimenti che avrebbero dovuto trasformare il paese aumentando produttività e tasso di crescita: il risultato è che l’Italia cresce allo 0,5%, molto meno degli altri ex Pigs (Portogallo, Grecia e Spagna) che crescono al 2%. L’Italia è l’unico degli ex Pigs che, dieci anni dopo il Covid, avrà un debito pubblico più alto del 2019 e un tasso di crescita del pil uguale al 2019 (<1%). Le politiche fiscali espansive non hanno funzionato, eppure al centro dei programmi del centrosinistra e del centrodestra ci sono sempre gli “eurobond” (per finanziare un nuovo Pnrr) e la sospensione del Patto di stabilità (per finanziare un nuovo Superbonus).👇 ilfoglio.it/economia/2026/04…
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Free markets are the best way to create wealth AND reduce poverty ever discovered. One of the big puzzles of history is how the same lesson has to be learned again and again. Poland, China, India, and now Argentina are the latest experiments. Argentina with Milei: - Poverty down: 53% to 28%. - Inflation down: 200% to 33% (and continuing to fall - Growth up to: 4.4% last year. - Govt surplus: first in 123 years. washingtonpost.com/opinions/…
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Francesco Del Prato retweeted
Workplace Injury Risk and the Gender Wage Gap by @fdelprato @salva_lat How differences in injury risk contribute to gender wage gaps across occupations. rfberlin.com/wp-content/uplo…
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Francesco Del Prato retweeted
Sun Tzu actually has an entire section in The Art of War about screaming at the other side to open a strategic route on your own personal social media platform
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Francesco Del Prato retweeted
🚨New @RFBerlin working paper w/ @fdelprato Men get injured at work at ~2x the rate of women. Do compensating differentials for this risk help explain why firms pay men more? Short answer: yes — modestly but meaningfully. 1/N 📄 rfberlin.com/network-paper/w…
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🚨 New @RF_Berlin WP out co-authored with @salva_lat: Men get injured at work at twice the rate of women. If riskier jobs pay more, does this help explain why men earn more? Check this thread 👇
🚨New @RFBerlin working paper w/ @fdelprato Men get injured at work at ~2x the rate of women. Do compensating differentials for this risk help explain why firms pay men more? Short answer: yes — modestly but meaningfully. 1/N 📄 rfberlin.com/network-paper/w…
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At this point, banana republics and developing country dictators have higher standards of conduct and less corruption.
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Francesco Del Prato retweeted
I had written a piece formally working out the exact conditions you need for what the Citrini essay describes to actually happen. In short, you need very strong/strange conditions on both on preferences (satiation and no new goods) and on what happens to investment. Plus no fiscal policy. I started out with a strong intuition that this was plausible, but that's the value of economic theory: intuition is confronted with the discipline of formal logic. Often you learn something new. Going through the exercise made me conclude that this scenario is very unlikely. Here is the essay write up, with all the math in a linked technical note. open.substack.com/pub/alexim…
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Francesco Del Prato retweeted
"AI and Our Economic Future" New paper in preparation for the Journal of Economic Perspectives ==> accessible to a broad audience. web.stanford.edu/~chadj/AIan…
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