Goldin, Ian and Koutroumpis, Pantelis and Lafond, François and Winkler, Julian (2020): Why is productivity slowing down?
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Abstract
The recent decline in aggregate labor productivity growth in leading economies has been widely described as a puzzle, even a paradox, leading to extensive research into possible explanations. Our review confirms the magnitude of the slowdown and finds that it is largely driven by a decline in total factor productivity and capital deepening. Disaggregation reveals that a significant part of the slowdown is due to sectors that experienced the large benefits from ICTs in the previous period, and that an increasing gap between frontier and laggard firms suggests slower technology diffusion and increasing misallocation of factors. We evaluate explanations that attempt to reconcile the paradox of slowing productivity growth and technological change, including mismeasurement, implementation lags for technologies, and creative destruction processes.
Item Type: | MPRA Paper |
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Original Title: | Why is productivity slowing down? |
Language: | English |
Keywords: | productivity growth; secular stagnation; economic growth; |
Subjects: | D - Microeconomics > D2 - Production and Organizations > D24 - Production ; Cost ; Capital ; Capital, Total Factor, and Multifactor Productivity ; Capacity E - Macroeconomics and Monetary Economics > E6 - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook > E66 - General Outlook and Conditions O - Economic Development, Innovation, Technological Change, and Growth > O4 - Economic Growth and Aggregate Productivity > O40 - General |
Item ID: | 99172 |
Depositing User: | Dr Pantelis Koutroumpis |
Date Deposited: | 23 Mar 2020 03:07 |
Last Modified: | 23 Mar 2020 03:07 |
References: | Abdirahman, M., Coyle, D., Heys, R., & Stewart, W. (2017). A Comparison of Approaches to Deflating Telecoms Services Output. ESCoE Discussion Paper, 2017-04. Acemoglu, D., & Autor, D. (2011). Chapter 12 - Skills, Tasks and Technologies: Implications for Employment and Earnings. In D. Card & O. Ashenfelter (Eds.), Handbook of Labor Economics (Vol. 4, pp. 1043-1171): Elsevier. Acemoglu, D., & Restrepo, P. (2017). Secular Stagnation? The Effect of Aging on Economic Growth in the Age of Automation. American Economic Review P&P, 107(5), 174-179. Aghion, P., Bergeaud, A., Boppart, T., Klenow, P. J., & Li, H. (2019). Missing Growth from Creative Destruction. American Economic Review, 109(8), 2795-2822. Aguiar, M., Bils, M., Charles, K. K., & Hurst, E. (2017). Leisure Luxuries and the Labor Supply of Young Men. National Bureau of Economic Research Working Paper Series, No. 23552. Ahmad, N., Ribarsky, J., & Reinsdorf, M. (2017). Can potential mismeasurement of the digital economy explain the post-crisis slowdown in GDP and productivity growth? Retrieved from https://www.oecd-ilibrary.org/content/paper/a8e751b7-en Ahmad, N., & Schreyer, P. (2016). Are GDP and Productivity Up to the Challenges of the Digital Economy? International Productivity Monitor, 30, 4-27. Aizcorbe, A. M., & Highfill, T. (2020). Price Indexes for US Medical Care Spending, 1980–2006. Review of Income and Wealth, 66(1), 205-226. Alexander, L., & Eberly, J. (2018). Investment hollowing out. IMF Economic Review, 66(1), 5-30. Amiti, M., & Wei, S. J. (2009). Service Offshoring and Productivity: Evidence from the US. The World Economy, 32(2), 203-220. Andrews, D., Criscuolo, C., & Gal, P. N. (2016). The Best versus the Rest. OECD Productivity Working Papers, 5. Andrews, D., McGowan, M. A., & Millot, V. (2017). Confronting the zombies: Policies for productivity revival. OECD Economic Policy Papers, 21. Antràs, P., & Helpman, E. (2004). Global Sourcing. Journal of Political Economy, 112(3), 552-580. Anzoategui, D., Comin, D., Gertler, M., & Martinez, J. (2019). Endogenous Technology Adoption and R&D as Sources of Business Cycle Persistence. American Economic Journal: Macroeconomics, 11(3), 67-110. Ardanaz-Badia, A., Awano, G., & Wales, P. (2017). Understanding firms in the bottom 10% of the labour productivity distribution in Great Britain: “the laggards”, 2003 to 2015. Retrieved from London: Arrow, K. (1962). Economic Welfare and the Allocation of Resources for Invention. In The Rate and Direction of Inventive Activity: Economic and Social Factors (pp. 609-626): Princeton University Press. Arrowsmith, M., Griffiths, M., Franklin, J., Wohlmann, E., Young, G., & Gregory, D. (2013). SME forbearance and its implications for monetary and financial stability. Bank of England Quarterly Bulletin, 53(4), 296-303. Arthur, W. B. (2009). The nature of technology : what it is and how it evolves. London: Allen Lane. Askenazy, P., Bellmann, L., Bryson, A., & Moreno Galbis, E. (2016). Productivity Puzzles Across Europe: Oxford University Press. Autor, D. H., Dorn, D., & Hanson, G. H. (2013). The China Syndrome: Local Labor Market Effects of Import Competition in the United States. American Economic Review, 103(6), 2121-2168. Autor, D. H., Dorn, D., Hanson, G. H., Pisano, G., & Shu, P. (2016). Foreign Competition and Domestic Innovation: Evidence from U.S. Patents. National Bureau of Economic Research Working Paper Series, No. 22879. Autor, D. H., Dorn, D., Katz, L. F., Patterson, C., & Van Reenen, J. (2017). The Fall of the Labor Share and the Rise of Superstar Firms. National Bureau of Economic Research Working Paper Series, No. 23396. Ayyagari, M., Demirguc-Kunt, A., & Maksimovic, V. (2018). Who are America's star firms? : The World Bank. Baily, M. N. (1981). Productivity and the Services of Capital and Labor. Brookings Papers on Economic Activity, 1. Baily, M. N., & Gordon, R. J. (1989). The Productivity Slowdown, Measurement Issues, and the Explosion of Computer Power. National Bureau of Economic Research Reprint Series, No. 1199. Baily, M. N., & Gordon, R. J. (2016). Comments and Discussion. Brookings Papers on Economic Activity, 158-182. Baily, M. N., & Montalbano, N. (2016). Why is US productivity growth so slow? Possible explanations and policy responses. Hutchins Center Working Papers. Baldwin, R. (2009). The Great Trade Collapse: Causes, Consequences and Prospects: CEPR Press. Baldwin, R. (2016). The Great Convergence: Harvard University Press. Baqaee, D. R., & Farhi, E. (2017). The Macroeconomic Impact of Microeconomic Shocks: Beyond Hulten's Theorem. National Bureau of Economic Research Working Paper Series, No. 23145. Baqaee, D. R., & Farhi, E. (2019). Productivity and Misallocation in General Equilibrium. The Quarterly Journal of Economics, 135(1), 105-163. Barnett, A., Batten, S., Chiu, A., Franklin, J., & Sebastia-Barriel, M. (2014). The UK productivity puzzle. Bank of England Quarterly Bulletin, 54(2), 114-128. Basu, S., Fernald, J. G., & Kimball, M. S. (2006). Are Technology Improvements Contractionary? American Economic Review P&P, 96(5), 1418-1448. Baumol, W. J. (1967). Macroeconomics of Unbalanced Growth: The Anatomy of Urban Crisis. The American Economic Review, 57(3), 415-426. Baumol, W. J., & Bowen, W. G. (1966). Performing Arts: The Economic Dilemma - A Study of Problems Common to Theater, Opera, Music and Dance. New York. Beerli, A., & Peri, G. (2017). The Labor Market Effects of Opening the Border: Evidence from Switzerland. KOF Working Papers, 431. Bergeaud, A., Cette, G., & Lecat, R. (2016). Productivity Trends in Advanced Countries between 1890 and 2012. Review of Income and Wealth, 62(3), 420-444. Bernard, A. B., & Jensen, J. B. (1999). Exceptional exporter performance: cause, effect, or both? Journal of International Economics, 47(1), 1-25. Besley, T. J., Roland, I. A., & Van Reenen, J. (2020). The Aggregate Consequences of Default Risk: Evidence from Firm-level Data. National Bureau of Economic Research Working Paper Series, No. 26686. Billet, I., & Schneider, P. (2017). Bitesize: Exploring UK sectoral productivity. In Bank Underground (Vol. 2018). https://bankunderground.co.uk/2017/01/19/bitesize-exploring-uk-sectoral-productivity/. Bils, M. (2009). Do Higher Prices for New Goods Reflect Quality Growth or Inflation?*. The Quarterly Journal of Economics, 124(2), 637-675. Bils, M., & Klenow, P. J. (2001). The Acceleration of Variety Growth. American Economic Review, 91(2), 274-280. Bloom, N., Draca, M., & Van Reenen, J. (2016). Trade Induced Technical Change? The Impact of Chinese Imports on Innovation, IT and Productivity. The Review of Economic Studies, 83(1), 87-117. Bloom, N., Jones, C. I., Van Reenen, J., & Webb, M. (2017). Are Ideas Getting Harder to Find? National Bureau of Economic Research Working Paper Series, No. 23782. Bloom, N., Schankerman, M., & van Reenen, J. (2013). Identifying Technology Spillovers and Product Market Rivalry. Econometrica, 81(4), 1347-1393. Boeing, P., Mueller, E., & Sandner, P. (2016). China's R&D explosion—Analyzing productivity effects across ownership types and over time. Research Policy, 45(1), 159-176. Borjas, G. J., & Doran, K. B. (2012). The Collapse of the Soviet Union and the Productivity of American Mathematicians. The Quarterly Journal of Economics, 127(3), 1143-1203. Borjas, G. J., & Monras, J. (2017). The labour market consequences of refugee supply shocks. Economic Policy, 32(91), 361-413. Börsch-Supan, A. (2013). Myths, scientific evidence and economic policy in an aging world. The Journal of the Economics of Ageing, 1-2, 3-15. Boskin, M. J., Dulberger, E., Gordon, R. J., Griliches, Z., & Jorgenson, D. W. (1996). Toward a More Accurate Measure of the Cost of Living. Final Report to the Senate Finance Committee. Bosler, C., Daly, M. C., Fernald, J. G., & Hobijn, B. (2016). The Outlook for U.S. Labor-Quality Growth. National Bureau of Economic Research Working Paper Series, No. 22555. Bostrom, N. (2014). Superintelligence: Paths, Danger, Strategies: Oxford University Press. Boubtane, E., Dumont, J.-C., & Rault, C. (2016). Immigration and economic growth in the OECD countries 1986–2006. Oxford Economic Papers, 68(2), 340-360. Brandt, N., Schreyer, P., & Zipperer, V. (2017). Productivity Measurement with Natural Capital. Review of Income and Wealth, 63(s1), S7-S21. Bresnahan, T. F. (2010). Chapter 18 - General Purpose Technologies. In B. H. Hall & N. Rosenberg (Eds.), Handbook of the Economics of Innovation (Vol. 2, pp. 761-791): North-Holland. Bridgman, B. (2018). Is Productivity on Vacation? The Impact of the Digital Economy on the Value of Leisure. BEA Working Papers, 0148. Broda, C., & Weinstein, D. E. (2010). Product Creation and Destruction: Evidence and Price Implications. American Economic Review, 100(3), 691-723. Bruner, J., Rassier, D. G., & Ruhl, K. J. (2018). Multinational Profit Shifting and Measures throughout Economic Accounts. National Bureau of Economic Research Working Paper Series, No. 24915. Bruno, M. (1982). World Shocks, Macroeconomic Response, and the Productivity Puzzle (Rev). National Bureau of Economic Research Working Paper Series, No. 942. Brynjolfsson, E. (1993). The productivity paradox of information technology. Commun. ACM, 36(12), 66-77. Brynjolfsson, E., Collis, A., & Eggers, F. (2019). Using massive online choice experiments to measure changes in well-being. Proceedings of the National Academy of Sciences, 116(15), 7250-7255. Brynjolfsson, E., & Hitt, L. (1996). Paradox Lost? Firm-Level Evidence on the Returns to Information Systems Spending. Management Science, 42(4), 541-558. Brynjolfsson, E., & Hitt, L. M. (2000). Beyond Computation: Information Technology, Organizational Transformation and Business Performance. Journal of Economic Perspectives, 14(4), 23-48. Brynjolfsson, E., & McAfee, A. (2012). Race Against the Machine: How the Digital Revolution is Accelerating Innovation, Driving Productivity, and Irreversibly Transforming Employment and the Economy: Digital Frontier Press. Brynjolfsson, E., & McAfee, A. (2014). The Second Machine Age: Work, Progress, and Prosperity in a Time of Brillliant Technologies WW Norton & Company. Brynjolfsson, E., & Oh, J. H. (2012). The attention economy: Measuring the value of free digital services on the internet (Vol. 4). Brynjolfsson, E., Rock, D., & Syverson, C. (2017). Artificial Intelligence and the Modern Productivity Paradox: A Clash of Expectations and Statistics. National Bureau of Economic Research Working Paper Series, No. 24001. Bussière, M., Callegari, G., Ghironi, F., Sestieri, G., & Yamano, N. (2013). Estimating Trade Elasticities: Demand Composition and the Trade Collapse of 2008-2009. American Economic Journal: Macroeconomics, 5(3), 118-151. Byrne, D. M., & Corrado, C. A. (2017). ICT Prices and ICT Services: What Do They Tell Us About Productivity and Technology. International Productivity Monitor, 33, 150-181. Byrne, D. M., Fernald, J. G., & Reinsdorf, M. B. (2016). Does the United States Have a Productivity Slowdown or a Measurement Problem? Brookings Papers on Economic Activity, 109-157. Byrne, D. M., Oliner, S. D., & Sichel, D. E. (2017). How Fast are Semiconductor Prices Falling? Review of Income and Wealth, 64, 679-702. Caballero, R. J., Farhi, E., & Gourinchas, P.-O. (2017). Rents, Technical Change, and Risk Premia Accounting for Secular Trends in Interest Rates, Returns on Capital, Earning Yields, and Factor Shares. American Economic Review P&P, 107(5), 614-620. Caballero, R. J., Hoshi, T., & Kashyap, A. K. (2008). Zombie Lending and Depressed Restructuring in Japan. American Economic Review P&P, 98(5), 1943-1977. Canals, C., & Şener, F. (2014). Offshoring and intellectual property rights reform. Journal of Development Economics, 108, 17-31. Cantner, U., Graf, H., & Prytkova, E. (2018). The Composition Nature of Productivity and Innovation Slowdown. Jena Economic Research Papers, 2018-006. Card, D. (1990). The Impact of the Mariel Boatlift on the Miami Labor Market. Industrial and Labor Relations Review, 43(2), 245-257. Case, A., & Deaton, A. (2015). Rising morbidity and mortality in midlife among white non-Hispanic Americans in the 21st century. Proceedings of the National Academy of Sciences, 112(49), 15078. Cette, G., Fernald, J. G., & Mojon, B. (2016). The pre-Great Recession slowdown in productivity. European Economic Review, 88, 3-20. Cobham, A., & Janský, P. (2018). Global distribution of revenue loss from corporate tax avoidance: re-estimation and country results. Journal of International Development, 30(2), 206-232. Cohen, W. M., & Levin, R. C. (1989). Empirical studies of innovation and market structure. In R. Schmalensee & R. Willig (Eds.), Handbook of Industrial Organization (Vol. 2, pp. 1059-1107): Elsevier. Constantinescu, C., Mattoo, A., & Ruta, M. (2016). Does the global trade slowdown matter? Journal of Policy Modeling, 38(4), 711-722. Constantinescu, C., Mattoo, A., & Ruta, M. (2019). Does vertical specialisation increase productivity? The World Economy, 0(0), 1-18. Corrado, C. A., Haskel, J. E., & Jona-Lasinio, C. (2017a). Knowledge Spillovers, ICT and Productivity Growth. Oxford Bulletin of Economics and Statistics, 79(4), 592-618. Corrado, C. A., Haskel, J. E., & Jona-Lasinio, C. (2017b). Public Intangibles: The Public Sector and Economic Growth in the SNA. Review of Income and Wealth, 63(s2), S355-S380. Corrado, C. A., & Hulten, C. R. (2010). How Do You Measure a "Technological Revolution"? American Economic Review, 100(2), 99-104. Corrado, C. A., & Hulten, C. R. (2014). Innovation Accounting. In Measuring Economic Sustainability and Progress (pp. 595-628): National Bureau of Economic Research, Inc. Corrado, C. A., Hulten, C. R., & Sichel, D. E. (2009). Intangible Capital and U.S. Economic Growth. Review of Income and Wealth, 55(3), 661-685. Corrado, C. A., O'Mahony, M., & Samek, L. (2018). Measuring education services as intangible social infrastructure. Paper presented at the 35th IARIW General Conference, Copenhagen, Denmark. Cowen, T. (2011). The Great Stagnation: How America Ate All The Low-Hanging Fruit of Modern History, Got Sick, and Will (Eventually) Feel Better: Dutton. Coyle, D. (2017). Precarious and productive work in the digital economy. National Institute Economic Review(240), R5-R14. Cramer, J., & Krueger, A. B. (2016). Disruptive Change in the Taxi Business: The Case of Uber. American Economic Review P&P, 106(5), 177-182. Criscuolo, C., & Timmis, J. (2017). The Relationship Between Global Value Chains and Productivity. International Productivity Monitor, 32, 61-83. Cusolito, A. P., & Maloney, W. F. (2018). Productivity Revisited: Shifting Paradigms in Analysis and Policy. Retrieved from Washington, D.C.: David, P. A. (1990). The Dynamo and the Computer: An Historical Perspective on the Modern Productivity Paradox. The American Economic Review, 80(2), 355-361. De Loecker, J., & Eeckhout, J. (2017). The Rise of Market Power and the Macroeconomic Implications. National Bureau of Economic Research Working Paper Series, No. 23687. De Loecker, J., Eeckhout, J., & Unger, G. (2020). The Rise of Market Power and the Macroeconomic Implications. The Quarterly Journal of Economics. De Loecker, J., & Van Biesebroeck, J. (2016). Effect of International Competition on Firm Productivity and Market Power. National Bureau of Economic Research Working Paper Series, No. 21994. de Rassenfosse, G., & Jaffe, A. B. (2018). Econometric evidence on the depreciation of innovations. European Economic Review, 101, 625-642. Decker, R. A., Haltiwanger, J., Jarmin, R. S., & Miranda, J. (2014). The Role of Entrepreneurship in US Job Creation and Economic Dynamism. Journal of Economic Perspectives, 28(3), 3-24. Decker, R. A., Haltiwanger, J., Jarmin, R. S., & Miranda, J. (2017). Declining Dynamism, Allocative Efficiency, and the Productivity Slowdown. American Economic Review P&P, 107(5), 322-326. Decker, R. A., Haltiwanger, J. C., Jarmin, R. S., & Miranda, J. (2018). Changing Business Dynamism and Productivity: Shocks vs. Responsiveness. National Bureau of Economic Research Working Paper Series, No. 24236. Delgado, M. A., Fariñas, J. C., & Ruano, S. (2002). Firm productivity and export markets: a non-parametric approach. Journal of International Economics, 57(2), 397-422. DiMasi, J. A., Grabowski, H. G., & Hansen, R. W. (2016). Innovation in the pharmaceutical industry: New estimates of R&D costs. Journal of Health Economics, 47, 20-33. Duernecker, G., Herrendorf, B., & Valentinyi, A. (2017). Structural Change within the Service Sector and the Future of Baumol's Disease. CEPR Discussions Paper, DP12467. Dunn, A., Grosse, S. D., & Zuvekas, S. H. (2018). Adjusting Health Expenditures for Inflation: A Review of Measures for Health Services Research in the United States. Health Services Research, 53(1), 175-196. Dunn, A., Rittmueller, L., & Whitmire, B. (2015). Introducing the New BEA Health Care Satellite Account. Survey of Current Business, 95(1). Duval, R., Hong, G. H., & Timmer, Y. (2017). Financial Frictions and the Great Productivity Slowdown. IMF Working Paper, WP/17/129. Edler, J., Cunningham, P., Gök, A., & Shapira, P. (2013). Impacts of Innovation Policy: Synthesis and Conclusions. Eggertsson, G. B., Mehrotra, N. R., & Summers, L. H. (2016). Secular Stagnation in the Open Economy. American Economic Review P&P, 106(5), 503-507. doi:doi: 10.1257/aer.p20161106 Eichengreen, B. (2015). Secular Stagnation: The Long View. American Economic Review P&P, 105(5), 66-70. Enste, D. H. (2018). The shadow economy in industrial countries. Retrieved from Erber, G., Fritsche, U., & Harms, P. C. (2017). The Global Productivity Slowdown: Diagnosis, Causes and Remedies. Intereconomics, 52(1), 45-50. Fallick, B., Fleischman, C. A., & Rebitzer, J. B. (2006). Job-Hopping in Silicon Valley: Some Evidence concerning the Microfoundations of a High-Technology Cluster. The Review of Economics and Statistics, 88(3), 472-481. Feenstra, R. C. (1994). New Product Varieties and the Measurement of International Prices. American Economic Review, 84(1), 157-177. Feenstra, R. C., & Hanson, G. H. (1996). Globalization, Outsourcing, and Wage Inequality. The American Economic Review, 86(2), 240-245. Feenstra, R. C., & Hanson, G. H. (1999). The Impact of Outsourcing and High-Technology Capital on Wages: Estimates for the United States, 1979-1990. The Quarterly Journal of Economics, 114(3), 907-940. Feenstra, R. C., Ma, H., & Xu, Y. (2017). US Exports and Employment. National Bureau of Economic Research Working Paper Series, No. 24056. Fernald, J. G., Hall, R. E., Stock, J. H., & Watson, M. W. (2017). The Disappointing Recovery of Output after 2009. Brookings Papers on Economic Activity, 2017(1), 1-81. Fernald, J. G., & Jones, C. I. (2014). The Future of US Economic Growth. American Economic Review P&P, 104(5), 44-49. Foster, L., Grim, C., Haltiwanger, J., & Wolf, Z. (2019). Innovation, Productivity Dispersion, and Productivity Growth. In C. Corrado, J. Haskel, J. Miranda, & D. Sichel (Eds.), Measuring and Accounting for Innovation in the 21st Century: University of Chicago Press. Freund, C., & Weinhold, D. (2002). The Internet and International Trade in Services. American Economic Review, 92(2), 236-240. Fukao, K., Miyagawa, T., Mukai, K., Shinoda, Y., & Tonogi, K. (2009). Intangible investment in Japan: Measurement and contribution to economic growth. Review of Income and Wealth, 55(3), 717-736. Goettler, R. L., & Gordon, B. R. (2011). Does AMD Spur Intel to Innovate More? Journal of Political Economy, 119(6), 1141-1200. Goettler, R. L., & Gordon, B. R. (2014). Competition and product innovation in dynamic oligopoly. Quantitative Marketing and Economics, 12(1), 1-24. Goldfarb, A., & Tucker, C. (2019). Digital Economics. Journal of Economic Literature, 57(1), 3-43. Goldin, C., & Katz, L. F. (2008). The Race Between Education and Technology: Belknap Press. Goldin, I., Cameron, G., & Balarajan, M. (2011). Exceptional People How Migration Shaped Our World and Will Define Our Future (STU - Student edition ed.): Princeton University Press. Goldin, I., Pitt, A., Nabarro, B., & Boyle, K. (2018). Migration and the economy: Economic realities, social impacts and political choices. Citi GPS: Global Perspectives & Solutions. Goodridge, P., Haskel, J. E., & Wallis, G. (2016). Accounting for the UK Productivity Puzzle: A Decomposition and Predictions. Economica. Goos, M., Manning, A., & Salomons, A. (2014). Explaining Job Polarization: Routine-Biased Technological Change and Offshoring. American Economic Review, 104(8), 2509-2526. Gopinath, G., Kalemli-Özcan, Ş., Karabarbounis, L., & Villegas-Sanchez, C. (2017). Capital Allocation and Productivity in South Europe. The Quarterly Journal of Economics, 132(4), 1915-1967. Gordon, R. J. (1990). The Measurement of Durable Goods Prices: University of Chicago Press. Gordon, R. J. (1999). U.S. Economic Growth since 1870: One Big Wave? The American Economic Review, 89(2), 123-128. Gordon, R. J. (2016). The Rise and Fall of American Growth: The U.S. Standard of Living since the Civil War: Princeton University Press. Gordon, R. J., & Sayed, H. (2019). The Industry Anatomy of the Transatlantic Productivity Growth Slowdown. National Bureau of Economic Research Working Paper Series, No. 25703. Griffith, R., Redding, S., & Van Reenen, J. (2004). Mapping the Two Faces of R&D: Productivity Growth in a Panel of OECD Industries. The Review of Economics and Statistics, 86(4), 883-895. Griliches, Z. (1992). Output Measurement in the Service Sectors: University of Chicago Press. Griliches, Z. (1994). Productivity, R&D, and the Data Constraint. The American Economic Review, 84(1), 1-23. Gutiérrez, G., & Philippon, T. (2017). Declining Competition and Investment in the U.S. National Bureau of Economic Research Working Paper Series, No. 23583. Guvenen, F., Mataloni, R. J., Jr., Rassier, D. G., & Ruhl, K. J. (2017). Offshore Profit Shifting and Domestic Productivity Measurement. National Bureau of Economic Research Working Paper Series, No. 23324. Haldane, A. (2017). Productivity puzzles. Speech given by Andy Haldane, Chief Economist, Bank of England at the London School of Economics. Hall, R. E. (2017). The Anatomy of Stagnation in a Modern Economy. Economica, 84(333), 1-15. Haltiwanger, J., Kulick, R., & Syverson, C. (2018). Misallocation Measures: The Distortion That Ate the Residual. National Bureau of Economic Research Working Paper Series, No. 24199. Haltiwanger, J., Scarpetta, S., & Schweiger, H. (2014). Cross country differences in job reallocation: The role of industry, firm size and regulations. Labour Economics, 26, 11-25. Haskel, J. E., & Westlake, S. (2017). Capitalism without Capital: The Rise of the Intangible Economy: Princeton University Press. Heckman, J. J., Lochner, L. J., & Todd, P. E. (2006). Chapter 7 Earnings Functions, Rates of Return and Treatment Effects: The Mincer Equation and Beyond. In E. Hanushek & F. Welch (Eds.), Handbook of the Economics of Education (Vol. 1, pp. 307-458): Elsevier. Helpman, E., Melitz, M. J., & Yeaple, S. R. (2004). Export Versus FDI with Heterogeneous Firms. American Economic Review, 94(1), 300-316. Hoekman, B. (2015). The Global Trade Slowdown: A New Normal? : CEPR Press. Hsieh, C.-T., & Klenow, P. J. (2009). Misallocation and Manufacturing TFP in China and India. The Quarterly Journal of Economics, 124(4), 1403-1448. Hsieh, C.-T., & Klenow, P. J. (2018). The Reallocation Myth. Center for Economic Studies Working Paper, 18-19. Hulten, C. R. (2010). Chapter 23 - Growth Accounting. In B. H. Hall & N. Rosenberg (Eds.), Handbook of the Economics of Innovation (Vol. 2, pp. 987-1031): North-Holland. Hulten, C. R., & Nakamura, L. (2017). Accounting for Growth in the Age of the Internet: The Importance of Output-Saving Technical Change. National Bureau of Economic Research Working Paper Series, No. 23315. Hyatt, H. R., & Spletzer, J. R. (2013). The recent decline in employment dynamics. IZA Journal of Labor Economics, 2(1). Jäger, K. (2017). EU KLEMS Growth and Productivity Accounts 2017 release - Description of Methodology and General Notes. Retrieved from Javorcik, B. S. (2004). Does Foreign Direct Investment Increase the Productivity of Domestic Firms? In Search of Spillovers Through Backward Linkages. American Economic Review, 94(3), 605-627. Jones, B. F. (2009). The Burden of Knowledge and the "Death of the Renaissance Man": Is Innovation Getting Harder? The Review of Economic Studies, 76(1), 283-317. Jones, B. F., Wuchty, S., & Uzzi, B. (2008). Multi-University Research Teams: Shifting Impact, Geography, and Stratification in Science. Science, 322(5905), 1259. Jones, C. I. (2002). Sources of U.S. Economic Growth in a World of Ideas. American Economic Review, 92(1), 220-239. Jorgenson, D. W., & Griliches, Z. (1967). The Explanation of Productivity Change. The Review of Economic Studies, 34(3), 249-283. Jorgenson, D. W., Ho, M. S., & Samuels, J. D. (2016). Education, Participation, and the Revival of U.S. Economic Growth. National Bureau of Economic Research Working Paper Series, No. 22453. Jovanovic, B., & Rousseau, P. L. (2005). Chapter 18 - General Purpose Technologies. In P. Aghion & S. N. Durlauf (Eds.), Handbook of Economic Growth (Vol. 1, pp. 1181-1224): Elsevier. Khawand, P. (2010). The New New Inbox: How Email and Social Media Changed Our Lives--The Complete Surey Report. Retrieved from King, R. D., Rowland, J., Oliver, S. G., Young, M., Aubrey, W., Byrne, E., . . . Clare, A. (2009). The Automation of Science. Science, 324(5923), 85. Komlos, J. (2016). Has Creative Destruction become more Destructive? In The B.E. Journal of Economic Analysis & Policy (Vol. 16). Krueger, A. B., & Ashenfelter, O. (2018). Theory and Evidence on Employer Collusion in the Franchise Sector. National Bureau of Economic Research Working Paper Series, No. 24831. Kuhn, P., & Mansour, H. (2014). Is Internet Job Search Still Ineffective? The Economic Journal, 124(581), 1213-1233. Lazonick, W. (2014). Profits Without Prosperity. Harvard Business Review. Lee, R. (2016). Chapter 2 - Macroeconomics, Aging, and Growth. In J. Piggott & A. Woodland (Eds.), Handbook of the Economics of Population Aging (Vol. 1, pp. 59-118): North-Holland. Li, W. C. Y., & Hall, B. H. (2016). Depreciation of Business R&D Capital. National Bureau of Economic Research Working Paper Series, No. 22473. Liang, J., Wang, H., & Lazear, E. P. (2014). Demographics and Entrepreneurship. National Bureau of Economic Research Working Paper Series, No. 20506. Liu, Y., & Westelius, N. (2016). The Impact of Demographics on Productivity and Inflation in Japan. IMF Working Paper, WP/16/237. Lowe, R. (1999). The use of the regression approach to quality change for durables in Canada. Paper presented at the Fifth Meeting of the International Working Group on Price Indices, Reykjavik, Iceland. Maestas, N., Mullen, K. J., & Power, D. (2016). The Effect of Population Aging on Economic Growth, the Labor Force and Productivity. RAND Labor & Population Working Paper, WR-1063-1. Mahlberg, B., Freund, I., Crespo Cuaresma, J., & Prskawetz, A. (2013). Ageing, productivity and wages in Austria. Labour Economics, 22, 5-15. Mark, G., Gudith, D., & Klocke, U. (2008). The cost of interrupted work: more speed and stress. Paper presented at the Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, Florence, Italy. Marrano, M. G., Haskel, J. E., & Wallis, G. (2009). What happened to the knowledge economy? ICT, intangible investment, and Britain's productivity record revisited. Review of Income and Wealth, 55(3), 686-716. Martin, R., Sunley, P., Gardiner, B., Evenhuis, E., & Tyler, P. (2018). The city dimension of the productivity growth puzzle: the relative role of structural change and within-sector slowdown. Journal of Economic Geography, 18(3), 539-570. McGowan, M. A., & Andrews, D. (2017). Skills mismatch, productivity and policies: Evidence from the second wave of PIAAC. OECD Economics Department Working Papers, 1403. McNerney, J., Savoie, C., Caravelli, F., & Farmer, J. D. (2018). How production networks amplify economic growth. arXiv.org. Medina, L., & Schneider, F. (2018). Shadow Economies Around the World: What Did We Learn Over the Last 20 Years? IMF Working Paper, WP/18/17. Melitz, M. J. (2003). The Impact of Trade on Intra‐Industry Reallocations and Aggregate Industry Productivity. Econometrica, 71(6), 1695-1725. Mervis, J. (2017). Data check: U.S. government share of basic research funding falls below 50%: Science. MGI. (2016). People on the move: Global migration's impact and opportunity. Retrieved from Mincer, J. (1958). Investment in Human Capital and Personal Income Distribution. Journal of Political Economy, 66(4), 281-302. Mitaritonna, C., Orefice, G., & Peri, G. (2017). Immigrants and firms’ outcomes: Evidence from France. European Economic Review, 96, 62-82. Mokyr, J. (2014). Secular stagnation? Not in your life. Mokyr, J., Vickers, C., & Ziebarth, N. L. (2015). The History of Technological Anxiety and the Future of Economic Growth: Is This Time Different? Journal of Economic Perspectives, 29(3), 31-50. Retrieved from http://www.aeaweb.org/articles?id=10.1257/jep.29.3.31 Moreno-Galbis, E., & Sopraseuth, T. (2014). Job polarization in aging economies. Labour Economics, 27, 44-55. Muller, N. Z., Mendelsohn, R., & Nordhaus, W. D. (2011). Environmental Accounting for Pollution in the United States Economy. American Economic Review P&P, 101(5), 1649-1675. Myers, K., & Pauly, M. (2019). Endogenous productivity of demand-induced R&D: evidence from pharmaceuticals. The RAND Journal of Economics, 50(3), 591-614. Nakamura, A. O., Shaw, K. L., Freeman, R. B., Nakamura, E., & Pyman, A. (2009). Jobs Online. In D. H. Autor (Ed.), Studies of Labor Market Intermediation (pp. 27-65): University of Chicago Press. Nakamura, L., Samuels, J. D., & Soloveichik, R. (2017). Measuring the "Free" Digital Economy within the GDP and Productivity Accounts. ESCoE Discussion Paper. Nishida, M., Petrin, A., Rotemberg, M., & White, K. (2016). Measuring Cross-Country Differences in Misallocation. Center for Economic Studies Working Paper, 16-50. Nordhaus, W. D. (1972). The Recent Productivity Slowdown. Brookings Papers on Economic Activity, 3. Nordhaus, W. D. (1996). Do Real-Output and Real-Wage Measures Capture Reality? The History of Lighting Suggests Not. In The Economics of New Goods (pp. 27-70): National Bureau of Economic Research, Inc. Nordhaus, W. D. (2015). Are We Approaching an Economic Singularity? Information Technology and the Future of Economic Growth. National Bureau of Economic Research Working Paper Series, No. 21547. NRC. (2012). Aging and the macroeconomy: Long-term implications of an older population. Retrieved from Washington, DC.: https://www.nap.edu/catalog/13465/aging-and-the-macroeconomy-long-term-implications-of-an-older O'Mahony, M., & Timmer, M. P. (2009). Output, Input and Productivity Measures at the Industry Level: The EU KLEMS Database*. The Economic Journal, 119(538), F374-F403. Obst, C., & Vardon, M. (2014). Recording environmental assets in the national accounts. Oxford Review of Economic Policy, 30(1), 126-144. OECD. (2008). The Internationalisation of Business R&D. OECD. (2015). The Future of Productivity. Paris: OECD Publishing. OECD. (2016). OECD Science, Technology and Innovation Outlook 2016: OECD Publishing. OECD. (2017a). Education at a Glance 2017. Paris: OECD Publishing. OECD. (2017b). OECD Science, Technology and Industry Scoreboard 2017: OECD Publishing. OECD. (2018a). International Migration Outlook 2018. Paris: OECD Publishing. OECD. (2018b). Productivity and Jobs in a Globalised World-(How) Can All Regions Benefit? : OECD. OFCOM. (2014). Cost and value of communications services in the UK. Retrieved from Ollivaud, P., Guillemette, Y., & Turner, D. (2016). Links between weak investment and the slowdown in productivity and potential output growth across the OECD. Ottaviano, G. I. P., Peri, G., & Wright, G. C. (2013). Immigration, Offshoring, and American Jobs. American Economic Review P&P, 103(5), 1925-1959. Oulton, N. (2001). Must the Growth Rate Decline? Baumol's Unbalanced Growth Revisited (Vol. 53). Patterson, C., Şahin, A., Topa, G., & Violante, G. L. (2016). Working hard in the wrong place: A mismatch-based explanation to the UK productivity puzzle. European Economic Review, 84, 42-56. Peri, G. (2012). The Effect Of Immigration On Productivity: Evidence From U.S. States. The Review of Economics and Statistics, 94(1), 348-358. Peri, G., & Yasenov, V. (2015). The Labor Market Effects of a Refugee Wave: Applying the Synthetic Control Method to the Mariel Boatlift. National Bureau of Economic Research Working Paper Series, No. 21801. Pessoa, J. P., & Van Reenen, J. (2014). The UK Productivity and Jobs Puzzle: Does the Answer Lie in Wage Flexibility? The Economic Journal, 124(576), 433-452. Phelps, E. S. (2013). Mass flourishing: How grassroots innovation created jobs, challenge, and change: Princeton University Press. Pratt, G. A. (2015). Is a Cambrian Explosion Coming for Robotics? Journal of Economic Perspectives, 29(3), 51-60. Pritzker, P. S., Arnold, K., & Moyer, B. C. (2015). Measuring the Economy: A Primer on GDP and the National Income and Product Accounts. Retrieved from Redmond, M., & Van Zandweghe, W. (2016). The Lasting Damage from the Financial Crisis to U.S. Productivity. Economic Review(Q I), 39-64. Reifschneider, D., Wascher, W., & Wilcox, D. (2015). Aggregate Supply in the United States: Recent Developments and Implications for the Conduct of Monetary Policy. IMF Economic Review, 63(1), 71-109. Restuccia, D., & Rogerson, R. (2017). The Causes and Costs of Misallocation. Journal of Economic Perspectives, 31(3), 151-174. Scherer, F. M. (1967). Research and Development Resource Allocation Under Rivalry. The Quarterly Journal of Economics, 81(3), 359-394. Schneider, F., & Boockmann, B. (2018). Die Größe der Schattenwirtschaft – Methodik und Berechnungen für das Jahr 2018. Retrieved from Linz und Tübingen: Schneider, F., Buehn, A., & Montenegro, C. E. (2010). Shadow Economies All over the World. World Bank Policy Research Working Paper, 5356. Schneider, P. (2018). The UK's productivity puzzle is in the top tail of the distribution. In Bank Underground (Vol. 2018). https://bankunderground.co.uk. Schreyer, P., & Obst, C. (2015). Towards Complete Balance Sheets in the National Accounts: The case of Mineral and Energy Resources. OECD Green Growth Papers, 2015/02. Schumpeter, J. A. (1942). Capitalism, socialism, and democracy. London: Harper & Brothers. Schwörer, T. (2013). Offshoring, domestic outsourcing and productivity: evidence for a number of European countries. Review of World Economics, 149(1), 131-149. Şener, F., & Zhao, L. (2009). Globalization, R&D and the iPod Cycle. Journal of International Economics, 77(1), 101-108. Sichel, D. E. (1997). The Productivity Slowdown: Is a Growing Unmeasurable Sector the Culprit? The Review of Economics and Statistics, 79(3), 367-370. Siliverstovs, B., Kholodilin, K. A., & Thiessen, U. (2011). Does aging influence structural change? Evidence from panel data. Economic Systems, 35(2), 244-260. Solow, R. M. (1957). Technical change and the aggregate production function. The review of Economics and Statistics, 312-320. Solow, R. M. (1987). We'd better watch out. New York Times. Starr, E., Prescott, J. J., & Bishara, N. (2019). Noncompetes in the U.S. Labor Force. U of Michigan Law & Econ Research Paper, 18-013. System of National Accounts 2008. (2009). New York: United Nations. Syverson, C. (2011). What Determines Productivity? Journal of Economic Literature, 49(2), 326-365. Syverson, C. (2017). Challenges to Mismeasurement Explanations for the US Productivity Slowdown. The Journal of Economic Perspectives, 31(2), 165-186. Syverson, C. (2019). Macroeconomics and Market Power: Context, Implications, and Open Questions. Journal of Economic Perspectives, 33(3), 23-43. Tenreyro, S. (2018). The fall in productivity growth: causes and implications. Speech given by Silvanva, External MPC Member, Bank of England at Queen Mary University of London. Teulings, C., & Baldwin, R. (2014). Secular stagnation: facts, causes and cures: Center for Economic Policy Research. Tørsløv, T. R., Wier, L. S., & Zucman, G. (2018). The Missing Profits of Nations. National Bureau of Economic Research Working Paper Series, No. 24701. Triplett, J. E. (2006). Handbook on Hedonic Indexes and Quality Adjustments in Price Indexes: Special Application to Information Technology Products. Paris: OECD Publishing. Triplett, J. E., & Bosworth, B. P. (2008). The State of Data for Services Productivity Measurement in the United States. International Productivity Monitor, 16, 53-71. van Ark, B. (2016). The Productivity Paradox of the New Digital Economy. International Productivity Monitor, 31, 3-18. Veugelers, R. (2018). Has the European Corporate R&D Landscape become Increasingly more Concentrated in a Few Happy 'Superstars'? In E. Commission (Ed.), Science, Research and Innovation Performance of the EU 2018 (pp. 355-373): Publications Office in Luxembourg. Weitzman, M. L. (1998). Recombinant Growth. The Quarterly Journal of Economics, 113(2), 331-360. World population prospects: The 2017 revision. (2017). Retrieved from Wuchty, S., Jones, B. F., & Uzzi, B. (2007). The Increasing Dominance of Teams in Production of Knowledge. Science. Yang, J., Heinrich, T., Winkler, J., Lafond, F., Koutroumpis, P., & Farmer, D. (2019). Measuring Productivity Dispersion: A Parametric Approach Using the Lévy Alpha-Stable Distribution. doi:http://dx.doi.org/10.2139/ssrn.3468301 |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/99172 |
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