The measure of the attraction that an atom has for electrons involved in chemical bonds is known as:

A electron affinity

B radioactivity

C ionization energy

D electronegativity

Electronegativity is the tendency of atom to attract shared pair of electron towards itself. Its value is out of 4, and Fluorine is higly electronegative.

So,

D electronegativity, is the correct answer.