Why do people invest in things that clearly have dropped over time?

I can't quite fathom it. I use an app called Freetrade (because I'm an amateur) and so many things are listed which, when looking at a period of a few years, are plummeting down. Is there some mental secret I don't know about? Even dividends wouldn't cut the loss surely?