Please read and respondto the topic below.

I appreciate your concise description of what you are working on, along with the aspects and challenges you're considering. If I were in your position, I would consider consulting a research methods expert. I have a contact who is a respected colleague from a previous university where I worked, and they could assist you with questions about advanced statistical analyses. We can discuss this further soon if you think it might be a viable or helpful option for you.