the ∂V/∂p is the change in the reference volume over some pressure change.
The negative sign is to reflect that, in most instances, volume decreases (∂V) with an increase in pressure (∂p).
Moreover, the formula is only valid if the rock remains intact;
i.e., the rock does not fail mechanically.