When a company announces their quarterly results, investors will be keen to know whether the company they invested has reported higher or lower or in line with the EPS estimated by various analysts. Any positive earnings surprise, which is termed as a favorable catalyst, will have a big impact on the stock price of the company. Similarly, any negative surprise will have the potential to drag down the stock price.