We test for skewness preferences in a large set of observational panel data on online poker games (n=4,450,585). Each observation refers to a choice between a safe option and a binary risk of winning or losing the game. Our setting offers a real-world choice situation with substantial incentives...

Little is known about how gamblers estimate probabilities from multiple information sources. This paper reports on a preregistered study that administered an incentivized Bayesian choice task to n=465 participants (self-reported gamblers and non-gamblers). Our data failed to support our main...

During the COVID-19 pandemic, many new individual investors globally entered the stock markets, often pursuing speculative investment strategies that resemble gambling. A concern is that trading as a form of gambling can become addictive for some people, as documented by several recent studies...

We analyze a market-wide panel dataset on retail options trading from India, a market with an 80% share in option contracts traded worldwide. Retail traders both concentrated in and dominate index options trading. They exhibit short-term speculative behavior with significant day trading, short-...

In industries where consumption generates negative externalities and internalities, governments can attempt to curb excess demand by restricting supply. However, this strategy may simply shift consumption to substitutes with similar negative consequences. We explore this issue in the Finnish...

In industries where consumption generates negative externalities and internalities, governments can attempt to curb excess demand by restricting supply. However, this strategy may simply shift consumption to substitutes with similar negative consequences. We explore this issue in the Finnish...

Betting exchanges match people to take opposite sides of a bet. We present a model of a betting exchange in which participants disagree about outcome probabilities but are, on average, correct. Traders maximize subjective expected profits and equilibrium emerges from a simple matching process....

There are many evidences which prove that cartels’ price leads to an economic inefficiency, due to the reduced consumers welfare. Antitrust authorities have set up different ways to defeat and prevent collusive agreements, but as widely showed by the literature, deterring collusion may have...

This study examines how centralized-admission school lotteries affect between-school racial and ethnic segregation in the largest U.S. public school districts. Using original nationwide panel data and a difference-in-differences design with staggered adoption, the research analyzes effects on...

The H-1B program allows firms in the United States to temporarily hire foreign workers in specialty occupations. Demand outstrips supply, and the government allocates status through a random lottery. In September 2025, The United States Department of Homeland Security (DHS) proposed a new...

Close to 20% of secondary school students in Amsterdam - and elsewhere - transfer between secondary schools at some point, even when initially placed in their most-preferred school. School switching is costly for the students involved and disrupts the learning environment of their former and new...

I study how access to foreign-born workers impacts firms and local economics in times of acute crisis. The 2020 H-2B visa lottery randomly gave some U.S. firms the chance to hire low-wage, migrant workers during the height of the COVID-19 pandemic. Using administrative data across three...

We analyze a market-wide panel dataset on retail options trading from India, a market with an 80% share in option contracts traded worldwide. Retail traders both concentrated in and dominate index options trading. They exhibit short-term speculative behavior with significant day trading, short-...

This study investigates the interplay between parental circumstances, talent, and luck in shaping long-term socioeconomic success through an agent-based simulation model. Building on prior research on the influence of socioeconomic status (SES) and parental circumstances on educational outcomes,...

Since 2021, Kalshi has operated as the only licensed prediction market in the United States. We show that Kalshi's contract prices are relatively accurate predictors of outcomes and their accuracy increases as markets come closer to closing. However, the prices also display a systematic...

While sports betting markets share similarities with traditional financial markets, they are more accessible for empirical research thanks to availability of high-quality data, straightforward betting procedures, and the finite duration of events. As a result, they are often analyzed for market...

Markets are information aggregators. But how do they incorporate new data into their pricing? We examine the response of prediction markets to a novel information shock in a quasi-natural experiment: How did the absence announcements of elite soccer players influence the betting odds of affected...

In this paper, we investigate whether better schools can compensate for the effects of children’s genetic differences. To this end, we combine data from the Norwegian Mother, Father, and Child Cohort Study (MoBa) with Norwegian register data to estimate the interaction between genetic...

We investigate whether better schools can compensate for the effects of children's genetic differences. To this end, we combine data from the Norwegian Mother, Father, and Child Cohort Study (MoBa) with Norwegian register data to estimate the interaction between genetic endowments and school...