Hi buddy,
I must admit that you mentioned something I don't know.
But after searching my relevant experience,
I made a bold guess.
I remember that my professor told me:
I should evaluate the correlation between those independent variables.
If there was a strong correlation between them,
you'd better at least get rid of one.
Or you can delete another one in your next model.
After comparing the p-value, keep the best one.
I don't know whether this is what you want,
just do whatever I could to save your time.
Thank you.