Digital Redlining and the Distributional Effects of AI-enabled Promotional Targeting

Funded Research Proposal

In recent years, firms have started to incorporate new techniques from artificial intelligence into their decision making processes. However, these techniques come with a novel set of reputational and legal risks relating to algorithmic bias and digital discrimination. Read More

Risk Sharing Agreements for New Medical Treatments

Working Papers

The clinical-trial data used to make approval decisions for medical therapies are collected from a relatively small patient sub-populations. Given small sample sizes, trial data may suggest that treatments are medically or economically nonviable, even though they ultimately may be, or vice versa. Read More

The Added Value of Analytics and Impact of Exposure to Business Benchmarks

Funded Research Proposal

What is the impact of deploying an analytics solution on firm output? How is this impact generated by the firm? We use data from over 1,000 firms to estimate the causal impact of analytics and benchmarking on firm performance.Read More

Information Provision in the Housing Market

Funded Research Proposal

Improvements in information technology in recent decades has changed our lives and upended industries. One of its major impacts is to make previously inaccessible information accessible, reduce information asymmetries and improve market efficiencies.Read More

Do Consumers Value Price Transparency?

Published Research

We examine the role of price transparency in consumer preferences and demand. We assemble a detailed dataset on the driving school industry in Portugal to quantify how firms present the price of the course of instruction, and its individual components, to potential students.Read More

Price Effects in Online Product Reviews: An Analytical Model and Empirical Analysis

Published Research

Consumer reviews may reflect not only perceived quality but also the difference between quality and price (perceived value). In markets where product prices change frequently, these price-influenced reviews may be biased as a signal of product quality when used by consumers possessing no knowledge of historical prices.Read More

Music for a Song: An Empirical Look at Uniform Pricing and Its Alternatives

Published Research

Economists have well-developed theories that challenge the wisdom of the common practice of uniform pricing. With digital music as its context, this paper explores the profit and welfare implications of various alternatives, including song-specific pricing, various forms of bundling, two-part tariffs, nonlinear pricing, and third-degree price discrimination.Read More