This paper seeks to identify rural hospital quality measures that reflect quality in all hospitals and that are sensitive to the rural hospital context. A conceptual model is developed for measuring rural hospital quality. Hospital quality measures from national and rural organizations are reviewed for their fit to rural hospitals, with a recommendation for an initial core set of quality measures relevant for rural hospitals with less than 50 beds. Finally, avenues for future quality measure development are suggested.