Use your keyboard arrow keys to place the curser over the hyperlink then press your {[enter]/ [return]} key... assumes you don't have hyperlinks disabled in your Microsoft-Word security settings.
Some keyboards (
eg, most Asus laptops) also have a {right-click} key...
...tip, the button next to the right [alt] key.