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33 industries amount of R&D analysis attributed R&D capital purchases Communication utilities company financed R&D Edwin Mansfield effects of R&D effects on productivity Electric and gas embodied in capital embodied in purchased equipment and ordnance expenditure for R&D Fabricated metal gas extraction gas utilities government financed R&D Government Printing Office Growth Accounting industrial R&D industries conducting input-output Lumber products manufacturing industries National Science Foundation nonmanufacturing industries Nonmetal Oil and gas output Petroleum refining Private Domestic Economy privately financed R&D productivity return purchased inputs purchased R&D R&D attributed R&D capital R&D conducted R&D embodied R&D expenditures R&D intensity ratio R&D investment R&D on productivity R&D performed rate of growth rate of productivity rate of return ratio of R&D Research and Development Source of Financing statistically significant Table A-1 total factor productivity total R&D Transportation equipment U.S. Department U.S. Government Printing value added Zvi Griliches