A finite-mass fluid electron model has been developed for simulating low-frequency electromagnetic waves in finite-β magnetized plasmas. Here, β is the ratio between plasma and magnetic pressures. It is demonstrated in slab geometry that the model successfully exhibits the linear properties of both the kinetic and inertial Alfvén waves as well as the theoretically predicted collisionless tearing-mode instability.