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Growth contributions of technological change: Is there a burden of knowledge effect?

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  • Callaghan, Christian William

Abstract

Burden of knowledge perspectives suggest returns to investments in research decline over time, notwithstanding technological change. Given countervailing theoretical predictions, components of innovative capability, namely a country's total research and development expenditure as well as its technological and scientific output, are tested for contributions to per capita growth. To do so, longitudinal data is tested across the years 2003 to 2016 for 78 countries to derive generalizable insights. Scientific output has a U-shaped relationship with growth for countries above a threshold quantile level of growth. Innovative capability components have no time trend with growth. Overall, findings offer some support for burden of knowledge perspectives that question assumptions that innovative capability is necessarily associated with growth across most countries of the world.

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  • Callaghan, Christian William, 2021. "Growth contributions of technological change: Is there a burden of knowledge effect?," Technological Forecasting and Social Change, Elsevier, vol. 172(C).
  • Handle: RePEc:eee:tefoso:v:172:y:2021:i:c:s0040162521005084
    DOI: 10.1016/j.techfore.2021.121076
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    as
    1. Marco Vivarelli, 2014. "Innovation, Employment and Skills in Advanced and Developing Countries: A Survey of Economic Literature," Journal of Economic Issues, Taylor & Francis Journals, vol. 48(1), pages 123-154.
    2. Robert J. Gordon, 2016. "The Rise and Fall of American Growth: The U.S. Standard of Living since the Civil War," Economics Books, Princeton University Press, edition 1, number 10544.
    3. Benjamin F. Jones, 2009. "The Burden of Knowledge and the "Death of the Renaissance Man": Is Innovation Getting Harder?," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 76(1), pages 283-317.
    4. Nicholas Bloom & Charles I. Jones & John Van Reenen & Michael Webb, 2020. "Are Ideas Getting Harder to Find?," American Economic Review, American Economic Association, vol. 110(4), pages 1104-1144, April.
    5. Hausman, Jerry A & Taylor, William E, 1981. "Panel Data and Unobservable Individual Effects," Econometrica, Econometric Society, vol. 49(6), pages 1377-1398, November.
    6. Jae Song & David J Price & Fatih Guvenen & Nicholas Bloom & Till von Wachter, 2019. "Firming Up Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(1), pages 1-50.
    7. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    8. Fagerberg, Jan, 1987. "A technology gap approach to why growth rates differ," Research Policy, Elsevier, vol. 16(2-4), pages 87-99, August.
    9. Park, Jungsoo, 2012. "Total factor productivity growth for 12 Asian economies: The past and the future," Japan and the World Economy, Elsevier, vol. 24(2), pages 114-127.
    10. Jo Thori Lind & Halvor Mehlum, 2010. "With or Without U? The Appropriate Test for a U‐Shaped Relationship," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 72(1), pages 109-118, February.
    11. Gene M. Grossman & Elhanan Helpman, 1991. "Quality Ladders in the Theory of Growth," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(1), pages 43-61.
    12. Daron Acemoglu & David Autor & David Dorn & Gordon H. Hanson & Brendan Price, 2014. "Return of the Solow Paradox? IT, Productivity, and Employment in US Manufacturing," American Economic Review, American Economic Association, vol. 104(5), pages 394-399, May.
    13. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    14. Castellacci, Fulvio, 2008. "Technology clubs, technology gaps and growth trajectories," Structural Change and Economic Dynamics, Elsevier, vol. 19(4), pages 301-314, December.
    15. Castellacci, Fulvio & Natera, Jose Miguel, 2013. "The dynamics of national innovation systems: A panel cointegration analysis of the coevolution between innovative capability and absorptive capacity," Research Policy, Elsevier, vol. 42(3), pages 579-594.
    16. You, Kefei & Bianco, Silvia Dal & Amankwah-Amoah, Joseph, 2020. "Closing Technological Gaps to Alleviate Poverty: Evidence from 17 Sub-Saharan African Countries," Technological Forecasting and Social Change, Elsevier, vol. 157(C).
    17. Dosi, Giovanni & Nelson, Richard R., 2010. "Technical Change and Industrial Dynamics as Evolutionary Processes," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 51-127, Elsevier.
    18. Szirmai, Adam & Verspagen, Bart, 2015. "Manufacturing and economic growth in developing countries, 1950–2005," Structural Change and Economic Dynamics, Elsevier, vol. 34(C), pages 46-59.
    19. Hausman, Jerry & Hall, Bronwyn H & Griliches, Zvi, 1984. "Econometric Models for Count Data with an Application to the Patents-R&D Relationship," Econometrica, Econometric Society, vol. 52(4), pages 909-938, July.
    20. William Hauk & Romain Wacziarg, 2009. "A Monte Carlo study of growth regressions," Journal of Economic Growth, Springer, vol. 14(2), pages 103-147, June.
    21. Thomas Astebro & Serguey Braguinsky & Yuheng Ding, 2020. "Declining Business Dynamism among Our Best Opportunities: The Role of the Burden of Knowledge," NBER Working Papers 27787, National Bureau of Economic Research, Inc.
    22. Nelson, Richard R. & Winter, Sidney G., 1993. "In search of useful theory of innovation," Research Policy, Elsevier, vol. 22(2), pages 108-108, April.
    23. Coad, Alex, 2019. "Persistent heterogeneity of R&D intensities within sectors: Evidence and policy implications," Research Policy, Elsevier, vol. 48(1), pages 37-50.
    24. Samuel S. Kortum, 1997. "Research, Patenting, and Technological Change," Econometrica, Econometric Society, vol. 65(6), pages 1389-1420, November.
    25. Bronwyn H. Hall, 2020. "Patents, Innovation, and Development," NBER Working Papers 27203, National Bureau of Economic Research, Inc.
    26. Kortum, Samuel, 1993. "Equilibrium R&D and the Patent-R&D Ratio: U.S. Evidence," American Economic Review, American Economic Association, vol. 83(2), pages 450-457, May.
    27. Alex Coad & Rekha Rao, 2010. "Firm growth and R&D expenditure," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 19(2), pages 127-145.
    28. Jake Fabina & Mark L. J. Wright, 2013. "Where has all the productivity growth gone?," Chicago Fed Letter, Federal Reserve Bank of Chicago, issue Jan.
    29. Cimoli, Mario & Pereima, João Basilio & Porcile, Gabriel, 2019. "A technology gap interpretation of growth paths in Asia and Latin America," Research Policy, Elsevier, vol. 48(1), pages 125-136.
    30. Lundvall, Bengt-Ake & Johnson, Bjorn & Andersen, Esben Sloth & Dalum, Bent, 2002. "National systems of production, innovation and competence building," Research Policy, Elsevier, vol. 31(2), pages 213-231, February.
    31. Stigler, George J & Becker, Gary S, 1977. "De Gustibus Non Est Disputandum," American Economic Review, American Economic Association, vol. 67(2), pages 76-90, March.
    32. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    33. Rebecca Henderson & Iain Cockburn, 1996. "Scale, Scope, and Spillovers: The Determinants of Research Productivity in Drug Discovery," RAND Journal of Economics, The RAND Corporation, vol. 27(1), pages 32-59, Spring.
    34. Charles I. Jones, 1999. "Growth: With or Without Scale Effects?," American Economic Review, American Economic Association, vol. 89(2), pages 139-144, May.
    35. Charles I. Jones, 1995. "Time Series Tests of Endogenous Growth Models," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 495-525.
    36. Viju Raghupathi & Wullianallur Raghupathi, 2017. "Innovation at country-level: association between economic development and patents," Journal of Innovation and Entrepreneurship, Springer, vol. 6(1), pages 1-20, December.
    37. Nair, Mahendhiran & Pradhan, Rudra P. & Arvin, Mak B., 2020. "Endogenous dynamics between R&D, ICT and economic growth: Empirical evidence from the OECD countries," Technology in Society, Elsevier, vol. 62(C).
    38. Robert J. Gordon, 2016. "Perspectives on The Rise and Fall of American Growth," American Economic Review, American Economic Association, vol. 106(5), pages 72-76, May.
    39. Bruno, Giovanni S.F., 2005. "Approximating the bias of the LSDV estimator for dynamic unbalanced panel data models," Economics Letters, Elsevier, vol. 87(3), pages 361-366, June.
    40. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    41. Rana P. Maradana & Rudra P. Pradhan & Saurav Dash & Kunal Gaurav & Manju Jayakumar & Debaleena Chatterjee, 2017. "Does innovation promote economic growth? Evidence from European countries," Journal of Innovation and Entrepreneurship, Springer, vol. 6(1), pages 1-23, December.
    42. Fulvio Castellacci, 2011. "Closing the Technology Gap?," Review of Development Economics, Wiley Blackwell, vol. 15(1), pages 180-197, February.
    43. Kahouli, Bassem, 2018. "The causality link between energy electricity consumption, CO2 emissions, R&D stocks and economic growth in Mediterranean countries (MCs)," Energy, Elsevier, vol. 145(C), pages 388-399.
    44. Furman, Jeffrey L. & Porter, Michael E. & Stern, Scott, 2002. "The determinants of national innovative capacity," Research Policy, Elsevier, vol. 31(6), pages 899-933, August.
    45. Tânia Pinto & Aurora A. C. Teixeira, 2020. "The impact of research output on economic growth by fields of science: a dynamic panel data analysis, 1980–2016," Scientometrics, Springer;Akadémiai Kiadó, vol. 123(2), pages 945-978, May.
    46. Segerstrom, Paul S, 1998. "Endogenous Growth without Scale Effects," American Economic Review, American Economic Association, vol. 88(5), pages 1290-1310, December.
    47. Jones, Charles I, 1995. "R&D-Based Models of Economic Growth," Journal of Political Economy, University of Chicago Press, vol. 103(4), pages 759-784, August.
    48. Hong, Jae-pyo, 2017. "Causal relationship between ICT R&D investment and economic growth in Korea," Technological Forecasting and Social Change, Elsevier, vol. 116(C), pages 70-75.
    49. Robert Evenson, 1984. "International Invention: Implications for Technology Market Analysis," NBER Chapters, in: R&D, Patents, and Productivity, pages 89-126, National Bureau of Economic Research, Inc.
    50. Juan Miguel Campanario, 2009. "Rejecting and resisting Nobel class discoveries: accounts by Nobel Laureates," Scientometrics, Springer;Akadémiai Kiadó, vol. 81(2), pages 549-565, November.
    51. Suzanne Scotchmer, 1991. "Standing on the Shoulders of Giants: Cumulative Research and the Patent Law," Journal of Economic Perspectives, American Economic Association, vol. 5(1), pages 29-41, Winter.
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