This paper examines whether and how coverage from a unique crowdsourced financial estimates platform, Estimize, affects firms. Employing a difference-in-difference design comparing firms that gain coverage from Estimize with firms that do not, I find that covered firms experience decreased...

Over the past 12 years, financial analysts across the world have been optimistically wrong with their 12-month earnings forecasts by 25.3%. This study may be the first of its kind to assess analyst earnings forecast accuracy at all listed companies across the globe, covering 70 countries. A...

More than 650 U.S. public company executives predict the stock price response to their quarterly financial reports and share their prediction after under a nondisclosure agreement. Despite having full knowledge of the reports before their release, executives’ estimates differ from realized...

Theoretical models of trade (Dontoh and Ronen, 1993; Holthausen and Verrecchia, 1990; Karpoff, 1986; Kim and Verrecchia, 1997; and Varian, 1989) show that information-based trading is a consequence of four fundamental determinants: heterogeneous prior beliefs, differential interpretations, the consensus effect,...

This study proposes and validates “other information” in analysts' forecasts as a legitimate proxy for future cash flows, and examines its incremental role in explaining stock return volatility. We suggest that “other information” contains information about fundamentals beyond that...

This study examines individual analysts' relative strengths in earnings forecasting skill and stock picking skill. We define analysts with skill specialization when he has one skill substantially stronger than the other, and analysts with non-specialization when he has balanced skills. We follow...

We present evidence on the trading and performance impact of buy-side analysts. Using data provided by a large global asset manager, we relate buy-side analysts' recommendations to fund transactions on a daily basis. We show that buy-side analysts significantly influence trading decisions: Fund...

We present evidence of the impact of buy-side analysts on the behavior and performance of fund managers. Using data provided by a large global asset manager, we relate buy-side analysts' recommendations to fund transactions on a daily basis. Our results show that buy-side analysts have a...

We evaluate the influence of measurement error in analysts' forecasts on the accuracy of implied cost of capital estimates from various implementations of the ‘implied cost of capital' approach, and develop corrections for the measurement error. We document predictable error in the implied...

The study documented in this paper utilises a probit regression analysis to empirically investigate the key macroeconomic factors that influence credit risk in the peer-to-peer (P2P) lending market. By aggregating the United States (US) state-level data with LendingClub’s loan book covering...