Yes, it has to do with the beam, and some other things. A widely used method for estimating the propulsion power requirement for ships is the Holtrop-Mennen method. It has a dozen or so parameters, which you can play around with at an online calculator https://www.mermaid-consultants.com/resistance-prediction-ho...