Would this, or any other kind of information, strengthen the value of my references page?
No. The only important information on this page is the contact information - make sure it is up to date and correct.
Instead, when asked for X references, make sure they are the best X references you can get. Contact the individuals first. Make sure they know that they may be called, and make sure they are ready and willing to give you a great reference.