As compared with the aggregation of rational individual decisions within well defined external structures, interactive models of social processes provide the basis of superior description, measurement, and explanation. As applied in the study of political struggle, it is possible to create rigorous descriptions and measurements, and models featuring interactive mechanisms and processes feed distinctive, valuable explanations. Classified event catalogs, ethnographic study of specific struggles, and close examination of interactions within contentious gatherings illustrate these claims.