
During this recent webinar (https://refini.tv/37DJGNI) for business partner BattleFin, we examined some key performance indicators (KPIs) with an upcoming earnings season in mind. In my contribution to the event, I used BP (BP.L), formerly British Petroleum, as a running example. One reason for choosing BP is that there’s been a very broad range of performance returns so far this year among oil majors, as seen in Exhibit 1. That suggests that any insights into future earnings that can be gleaned from data may be especially valuable in this industry segment. Exhibit 1: Year-to-date Oil Majors Stock Price Performance To overstate