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...

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...

We examine whether option prices correct for predictable bias in stock prices associated with accounting anomalies. Evidence from put-call parity violations suggests that they do not. Rather, option prices accurately track contemporaneous stock prices. Further analysis suggests that high costs...

We provide the first large-scale study of the performance of expected-return proxies (ERPs) internationally. Analyst-forecast-based ICCs are sparsely populated and not robustly associated with future returns. Earnings-model-forecast-based ICCs are well-populated, but are unreliable outside the...

This study examines the role of market efficiency on international differences in the usefulness of the implied cost of capital (ICC) to measure expected stock returns. The analysis exploits cross-country differences in market efficiency around the world using a variety of empirical measures of...

As the proxy for expected return, the implied cost of capital (ICC) is subject to a mispricing-driven measurement error. For undervalued stocks, the mispricing-driven measurement error is positive and increases with the degree of undervaluation while for overvalued stocks, the mispricing-driven...

The implied cost of capital (ICC), the internal rate of return that equates speculative stock price to discounted expected future dividends, includes a mispricing-driven component in addition to expected return. The estimated relation of a mispricing-associated factor (X) with ICC is thus a...

We provide strong support for the underappreciated expected earnings hypothesis of negative correlation between aggregate stock returns and earnings (Sadka and Sadka (2009); Choi, Kalay, and Sadka (2016)). For the 1970 to 2000 period studied by Kothari, Lewellen, and Warner (2006), our powerful...

This study aims to clarify the mechanism of the surprising earnings-returns relation observed at the aggregate level by offering evidence from Japan. Unlike firm-level evidence, recent Macro-Accounting research reports that when earnings changes and stock returns of individual firms are...