Though databases as tools for psychological research are in their infancy, thinking about their ideal organization is surprisingly far along. Three schools of thought have emerged. But the technology for databases is being innovated so rapidly that it is premature to judge any approach as best. In fact, a hybridization containing elements of all three is becoming possible thanks to technological developments and the work of some far-thinking scientists.