Earnings reports are critical events for investors as they provide insight into a company's financial health. When a company like Petros Pharmaceuticals reports worse-than-expected earnings, it often leads to a decrease in stock price in the short term due to reduced investor confidence and potential adjustments in future earnings forecasts.