We examine factors determining productivity of firms’ information service activities, using most comprehensive data of information service industries in Japan. We focus on the degree of modularization and resulting outsourcing, economies/diseconomies of scale in software development, and firms’ organizational changes. Outsourcing has persistent negative effects on total factor productivity, sug...