2002 Mazda Tribute "coils"?

Thank you for the explanation and the visual aid! As far as I know yes, these are the original spark plugs. When I bought the car it was 2 years old so I doubt they would have been replaced before I purchased it and as far as I can remember, I don’t believe I’ve ever had them replaced. From what everyone is saying, the spark plugs are definitely what I need to try first (and hopefully last!)
Thank you!!