Airbnb and Rental Markets: Evidence from Berlin
(joint with Tomaso Duso, Claus Michelsen, and Maximilian Schäfer)Regional Science and Urban Economics, 2024, Vol. 106, 104007
[Older versions: DIW Discussion Paper 1890, Bristol Discussion Paper 21/746, CEPR DP16150, CESifo Working Paper No. 9089]
Non-academic publication (German): DIW Wochenbericht 7 / 2021; Press coverage (German): taz, heise online, Spiegel, n-tv; Spiegel+, Audio (German): Man lernt nie aus; Deutschlandfunk; TV (German): mex - das Marktmagazin (hr), Live nach Neun (ARD) (starts at minute 12:14); NDR Doku
We exploit the differential responses of Airbnb hosts to two distinct policy interventions in Berlin to shed light on the optimal design of policies targeting short-term rental platforms to mitigate rental market inflation. The first intervention, which affected commercial listings, significantly impacted long-term rental markets, unlike the second intervention, which mainly affected non-commercial listings. Leveraging these policy variations, we estimate the marginal impact of Airbnb on rental supply and rents. Each additional commercial Airbnb listing displaces 0.23 to 0.37 rental units and increases rent per square meter by 1.3 to 2.4 percent. This underscores the importance of targeting commercial listings when regulating short-term rental markets.
Journal of European Competition Law & Practice, 2022, Vol. 13(7), pages 509–515
Do Laws Shape Attitudes? Evidence From Same-Sex Relationship Recognition Policies in Europe
(joint with Cevat G. Aksoy, Christopher S. Carpenter, and Ralph De Haas)European Economic Review, 2020, Vol. 124, 103399
Understanding whether laws shape or simply reflect citizens’ attitudes is important but empirically difficult. We provide new evidence on this question by studying the relation between legal same-sex relationship recognition policies (SSRRPs) and attitudes toward sexual minorities in Europe. Using data from the European Social Surveys covering 2002–2016 and exploiting variation in the timing of SSRRPs across countries, we show that legal relationship recognition is associated with statistically significant improvements in attitudes toward sexual minorities. These effects are widespread across demographic groups but are consistently larger for more conservative groups in countries with less gender equality. Our results suggest that laws can exert a powerful influence in shaping societal attitudes.
Partitioned Pricing and Consumer Welfare
Partitioned pricing is a price obfuscation strategy in which the price is split into a base price and add-on fees. While empirical evidence suggests that partitioned pricing affects consumer decisions through salience effects, its consumer welfare consequences are largely unexplored. I provide a quantification of the welfare impact of partitioned pricing on eBay Germany. I employ a discrete choice model that jointly allows for behavioral reactions to marginal changes in the add-on fees as well as a discontinuous effect of a zero fee. I estimate the model parameters using web scraped data of posted price transactions on eBay Germany. The results suggest some under-reaction to marginal changes in the shipping fee and a discontinuous positive effect of free shipping on consumer demand. The combined impact of these effects on consumer welfare is not larger than six percent of consumer surplus.
Airbnb, Hotels, and Localized Competition
(joint with Maximilian Schäfer)Winner of CRESSE 2026 Best Paper Award for Young Researchers
Using data from Paris in 2017, we estimate demand for short-term accommodations, explicitly accounting for localized variation in demand across the city. Our counterfactual simulations show that Airbnb increases total consumer surplus by 924 million euros, affords Airbnb hosts a surplus of 21 million euros, while reducing total hotel profits by 778 million euros, resulting in an overall welfare gain of 167 million euros. Airbnb's value to consumers is highest when demand is high and hotels operate close to capacity constraints. The impact of Airbnb on consumers and hotels is heterogeneous across the city: Hotels in outer districts would gain most from a ban of Airbnb. Conversely, consumer surplus would be reduced the most from a ban of Airbnb in these outer districts.
Value for Money and Selection: How Pricing Affects Airbnb Ratings
(joint with Christoph Carnehl, Maximilian Schäfer, and André Stenzel)
We study Airbnb hosts' strategic pricing incentives when prices affect ratings. Two channels determine the price-rating interaction: higher prices reduce the value for money, worsening ratings, but increase the taste-based valuation of travelers, improving ratings. The price further determines the frequency of rating updates through its effect on demand. Our empirical results show a dominant value-for-money effect and that hosts lower their prices to surpass rating thresholds. We provide evidence that hosts benefit from low entry prices: offering a median entry discount of seven percent improves medium-run monthly revenues by three percent.
Cleanin' It Up: Unshrouding Hidden Fees on a Peer-to-Peer Platform
(joint with Leonardo Madio, Michelangelo Rossi, and Mark J. Tremblay)
Non-technical summary | Non-academic publication (Italian): lavoce.info | Press coverage (German): Die Presse
Price-transparency mandates are usually motivated by a demand-side logic: When consumers underweight hidden fees, making total prices salient should reduce fee shrouding. We show that, when pricing authority is delegated to heterogeneous sellers, transparency also operates as a supply-side information shock: Price displays inform sellers about their competitors, not only buyers about products. Under fee shrouding, sellers who use hidden add-ons display lower base prices, so an inattentive seller who benchmarks against displayed prices underestimates the true cost of competing listings. Revealing fee-inclusive prices corrects this misperception and can lead such sellers to raise posted prices. Using Airbnb's 2019 introduction of fee-inclusive price displays for EU users, we test this mechanism. Zero-fee listings whose relative affordability improves most when competitors' fees become visible raise base prices by about 17 GBP per night, or 17 percent. The effect is absent in New York City, where the display did not change, concentrated among non-Superhosts, and unaccompanied by any differential increase in bookings for these listings. By contrast, fee-charging hosts more exposed to EU travelers modestly reduce cleaning fees, by 0.50-0.55 GBP, in response to a salience shock affecting only guests searching from within the EU. Therefore, fee transparency in decentralized markets can reduce fees of some products while increasing prices of others.
2021 - Present
Industrial Economics (Final-year UG)
Unit Director from 2024
University of Bristol
2021 - Present
Markets and Competition (PGT)
[formerly Competitive Strategy]
Unit Director from 2022
University of Bristol
2024 - Present
Dissertation (Group Project) (PGT)
Unit Director2019, 2022
Short Course on Web Scraping
Initially designed and taught jointly with Julian Harke
View on GitHub
DIW Berlin
2021
Introduction to Web Scraping (Short course)
ifo Institute
2017, 2018
Preparatory Math Course (Ph.D. level)
Teaching Assistant in exercise sessions accompanying the lecture
DIW Berlin
2015
Bachelorseminar Rechnungswesen (Bachelor's Thesis Seminar Accounting)
Supervised students in the seminar to prepare them for work on their Bachelor's thesis
Humboldt-Universität zu Berlin
2010, 2012, 2013, 2014
Externes Rechnungswesen (Financial Accounting, undergraduate level)
Teaching Assistant in weekly exercise sessions accompanying the lecture
Humboldt-Universität zu Berlin
Empirical IO, Digital Economy, Online Platforms
2020 - Present
Lecturer in Economics
School of Economics, University of Bristol
2020
Ph.D. in Economics (Dr. rer. oec.)
German Institute for Economic Research (DIW Berlin) joint with Technische Universität Berlin and Berlin School of Economics
2019
Research Visit
Haas School of Business, University of California at Berkeley
2015
Master of Science in Economics and Management Science
Humboldt-Universität zu Berlin
2012
Bachelor of Science in Business Administration
Humboldt-Universität zu Berlin