We estimate demand for residential broadband using high-frequency data from subscribers facing a three-part tariff. The three-part tariff makes data usage during the billing cycle a dynamic problem, thus generating variation in the (shadow) price of usage. We provide evidence that subscribers respond to this variation, and we use their dynamic decisions to estimate a flexible distribution of willingness to pay for different plan characteristics. Using the estimates, we simulate demand under alternative pricing and find that usage-based pricing eliminates low-value traffic. Furthermore, we show that the costs associated with investment in fiber-optic networks are likely recoverable in some markets, but that there is a large gap between social and private incentives to invest.

Exploiting a unique hand-built dataset, this paper finds that CEO educational attainment, both level and quality, matters for bank performance. We offer robust evidence that banks led by CEOs with MBAs outperform their peers. Such CEOs improve performance when compensation structures are geared towards greater risk-taking incentives, and when banks follow riskier or more innovative business models. Our findings suggest that management education delivers skills enabling CEOs to manage increasingly larger and complex banking firms and achieve successful performance outcomes.