How do scientists use statistics to draw conclusions?

How do scientists use statistics to draw conclusions? In the latest video of our series '1.5 minutes about', Don van Ravenzwaaij shares his insights: "There is often a discrepancy between what researchers want to conclude and what they can conclude."