Does Your Mystery Novel Series Need an Overall Story Arc?

I write my novels using the Three Act Structure, with aspects of The Hero’s Journey. Since the middle act is twice as long as the others, I treat it as a four-act structure. As I finished Winter’s Rage, it struck me that the first three books in the series echoed the first three acts of each novel.