Arm's effective mass is nothing but a sum of effective masses of every part.
Mass at distance from pivot summed is about as simplistic as I could describe it.
Example: 100 gram arm that is eight inches long compared to a 100 gram arm that is nine inches long. Same mass but very different effective mass. (Ignore the compliance/flexural component)