The effect of research intensity on total factor productivity in OECD countries during 1890–2018: evidence from a new Poisson pseudo maximum likelihood estimation approach
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DOI: 10.1007/s11135-023-01747-z
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- Rachel Griffith & Stephen Redding & John Van Reenen, 2004.
"Mapping the Two Faces of R&D: Productivity Growth in a Panel of OECD Industries,"
The Review of Economics and Statistics, MIT Press, vol. 86(4), pages 883-895, November.
- Rachel Griffith & Stephen Redding & John Van Reenen, 2000. "Mapping the two faces of R&D: productivity growth in a panel of OECD industries," IFS Working Papers W00/02, Institute for Fiscal Studies.
- Van Reenen, John & Griffith, Rachel & Redding, Stephen, 2000. "Mapping The Two Faces Of R&D: Productivity Growth In A Panel Of OECD Industries," CEPR Discussion Papers 2457, C.E.P.R. Discussion Papers.
- Griffith, Rachel & Redding, Stephen & Van Reenen, John, 2000. "Mapping the two faces of R&D: productivity growth in a panel of OECD industries," LSE Research Online Documents on Economics 784, London School of Economics and Political Science, LSE Library.
- Rachel Griffith & Stephen Redding & John Van Reenen, 2000. "Mapping the Two Faces of R&D: Productivity Growth in a Panel of OECD Industries," CEP Discussion Papers dp0458, Centre for Economic Performance, LSE.
- Gonçalves, Eduardo & Gonçalves Taveira, Juliana & Labrador, Adalberto & Pio, João Gabriel, 2021. "Is trade openness a carrier of knowledge spillovers for developed and developing countries?," Structural Change and Economic Dynamics, Elsevier, vol. 58(C), pages 66-75.
- Beck, Thorsten & Levine, Ross, 2004.
"Stock markets, banks, and growth: Panel evidence,"
Journal of Banking & Finance, Elsevier, vol. 28(3), pages 423-442, March.
- Thorsten Beck & Ross Levine, 2002. "Stock Markets, Banks, and Growth: Panel Evidence," NBER Working Papers 9082, National Bureau of Economic Research, Inc.
- Sebastian Kripfganz & Claudia Schwarz, 2019.
"Estimation of linear dynamic panel data models with time‐invariant regressors,"
Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 34(4), pages 526-546, June.
- Kripfganz, Sebastian & Schwarz, Claudia, 2013. "Estimation of Linear Dynamic Panel Data Models with Time-Invariant Regressors," VfS Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order 79756, Verein für Socialpolitik / German Economic Association.
- Schwarz, Claudia & Kripfganz, Sebastian, 2015. "Estimation of linear dynamic panel data models with time-invariant regressors," Working Paper Series 1838, European Central Bank.
- Kripfganz, Sebastian & Schwarz, Claudia, 2013. "Estimation of linear dynamic panel data models with time-invariant regressors," Discussion Papers 25/2013, Deutsche Bundesbank.
- Han, Minsoo, 2022. "International financial integration and total factor productivity losses from underdeveloped domestic financial markets," Economics Letters, Elsevier, vol. 212(C).
- J. M. C. Santos Silva & Silvana Tenreyro, 2015.
"Trading Partners and Trading Volumes: Implementing the Helpman–Melitz–Rubinstein Model Empirically,"
Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 77(1), pages 93-105, February.
- Santos Silva, Joao M C & Tenreyro, Silvana, 2008. "Trading Partners and Trading Volumes:Implementing the Helpman-Melitz-Rubinstein Model Empirically," Economics Discussion Papers 3553, University of Essex, Department of Economics.
- Santos Silva, Joao & Tenreyro, Silvana, 2013. "Trading partners and trading volumes: implementing the Helpman-Melitz-Rubinstein model empirically," LSE Research Online Documents on Economics 55398, London School of Economics and Political Science, LSE Library.
- J. M. C. Santos Silva & Silvana Tenreyro, 2009. "Trading Partners and Trading Volumes: Implementing the Helpman-Melitz-Rubinstein Model Empirically," CEP Discussion Papers dp0935, Centre for Economic Performance, LSE.
- Santos Silva, Joao & Tenreyro, Silvana, 2009. "Trading partners and trading volumes: implementing the Helpman-Melitz-Rubinstein model empirically," LSE Research Online Documents on Economics 25505, London School of Economics and Political Science, LSE Library.
- Fujimori, Azusa & Sato, Takahiro, 2015. "Productivity and technology diffusion in India: The spillover effects from foreign direct investment," Journal of Policy Modeling, Elsevier, vol. 37(4), pages 630-651.
- Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012.
"Testing for Granger non-causality in heterogeneous panels,"
Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
- Christophe Hurlin & Elena Dumitrescu, 2012. "Testing for Granger Non-causality in Heterogeneous Panels," Working Papers halshs-00224434, HAL.
- Elena Ivona Dumitrescu & Christophe Hurlin, 2012. "Testing for Granger Non-causality in Heterogeneous Panels," Post-Print hal-01385899, HAL.
- Bhattacharya, Mita & Okafor, Luke Emeka & Pradeep, V., 2021. "International firm activities, R&D, and productivity: Evidence from Indian manufacturing firms," Economic Modelling, Elsevier, vol. 97(C), pages 1-13.
- Seung C. Ahn & Alex R. Horenstein, 2013. "Eigenvalue Ratio Test for the Number of Factors," Econometrica, Econometric Society, vol. 81(3), pages 1203-1227, May.
- Madsen, Jakob B., 2007. "Technology spillover through trade and TFP convergence: 135 years of evidence for the OECD countries," Journal of International Economics, Elsevier, vol. 72(2), pages 464-480, July.
- Mc Morrow, Kieran & Röger, Werner & Turrini, Alessandro, 2010. "Determinants of TFP growth: A close look at industries driving the EU-US TFP gap," Structural Change and Economic Dynamics, Elsevier, vol. 21(3), pages 165-180, August.
- Jushan Bai & Serena Ng, 2004.
"A PANIC Attack on Unit Roots and Cointegration,"
Econometrica, Econometric Society, vol. 72(4), pages 1127-1177, July.
- Jushan Bai & Serena Ng, 2001. "A PANIC Attack on Unit Roots and Cointegration," Boston College Working Papers in Economics 519, Boston College Department of Economics.
- Jushan Bai & Serena Ng, 2001. "A Panic Attack on Unit Roots and Cointegration," Economics Working Paper Archive 469, The Johns Hopkins University,Department of Economics.
- Francis Teal & Markus Eberhardt, 2010.
"Productivity Analysis in Global Manufacturing Production,"
Economics Series Working Papers
515, University of Oxford, Department of Economics.
- Markus Eberhardt & Francis Teal, 2010. "Productivity Analysis in Global Manufacturing Production," DEGIT Conference Papers c015_019, DEGIT, Dynamics, Economic Growth, and International Trade.
- David H. Autor & David Dorn & Gordon H. Hanson, 2013.
"The China Syndrome: Local Labor Market Effects of Import Competition in the United States,"
American Economic Review, American Economic Association, vol. 103(6), pages 2121-2168, October.
- David H. Autor & David Dorn & Gordon H. Hanson, 2012. "The China Syndrome: Local Labor Market Effects of Import Competition in the United States," NBER Working Papers 18054, National Bureau of Economic Research, Inc.
- Autor, David & Dorn, David & Hanson, Gordon H., 2013. "The China Syndrome: Local Labor Market Effects of Import Competition in the United States," IZA Discussion Papers 7150, Institute of Labor Economics (IZA).
- Gene M. Grossman & Elhanan Helpman, 1991.
"Quality Ladders and Product Cycles,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 557-586.
- Gene M. Grossman & Elhanan Helpman, 1989. "Quality Ladders and Product Cycles," NBER Working Papers 3201, National Bureau of Economic Research, Inc.
- Grossman, G.M. & Helpman, E., 1989. "Quality Ladders And Product Cycles," Papers 152, Princeton, Woodrow Wilson School - Public and International Affairs.
- Grossman, G.M. & Helpman, E., 1989. "Quality Ladders And Product Cycles," Papers 39-89, Tel Aviv.
- Gourieroux, Christian & Monfort, Alain & Trognon, Alain, 1984.
"Pseudo Maximum Likelihood Methods: Theory,"
Econometrica, Econometric Society, vol. 52(3), pages 681-700, May.
- Gourieroux Christian & Monfort Alain & Trognon A, 1981. "Pseudo maximum likelihood methods : theory," CEPREMAP Working Papers (Couverture Orange) 8129, CEPREMAP.
- Eberhardt, Markus & Teal, Francis, 2008.
"Modeling technology and technological change in manufacturing: how do countries differ?,"
MPRA Paper
10690, University Library of Munich, Germany.
- Francis Teal & Markus Eberhardt, 2010. "Productivity Analysis in Global Manufacturing Production," Economics Series Working Papers 515, University of Oxford, Department of Economics.
- Markus Eberhardt & Francis Teal, 2008. "Modeling Technology and Technological Change in Manufacturing: How do Countries Differ?," CSAE Working Paper Series 2008-12, Centre for the Study of African Economies, University of Oxford.
- Vujanović, Nina & Stojčić, Nebojša & Hashi, Iraj, 2021. "FDI spillovers and firm productivity during crisis: Empirical evidence from transition economies," Economic Systems, Elsevier, vol. 45(2).
- Madsen, Jakob B., 2010. "The anatomy of growth in the OECD since 1870," Journal of Monetary Economics, Elsevier, vol. 57(6), pages 753-767, September.
- Huang, Junbing & Cai, Xiaochen & Huang, Shuo & Tian, Sen & Lei, Hongyan, 2019. "Technological factors and total factor productivity in China: Evidence based on a panel threshold model," China Economic Review, Elsevier, vol. 54(C), pages 271-285.
- Sultana, Tanzila & Dey, Sima Rani & Tareque, Mohammad, 2022. "Exploring the linkage between human capital and economic growth: A look at 141 developing and developed countries," Economic Systems, Elsevier, vol. 46(3).
- Bournakis, Ioannis & Tsionas, Mike, 2022. "Productivity with Endogenous FDI Spillovers: A Novel Estimation Approach," International Journal of Production Economics, Elsevier, vol. 251(C).
- Peng, Fei & Peng, Langchuan & Wang, Zheng, 2021. "How do VAT reforms in the service sectors impact TFP in the manufacturing sector: Firm-level evidence from China," Economic Modelling, Elsevier, vol. 99(C).
- Jie Liu & Chao Bi, 2019. "Effects of Higher Education Levels on Total Factor Productivity Growth," Sustainability, MDPI, vol. 11(6), pages 1-12, March.
- Judd, Kenneth L, 1985. "On the Performance of Patents," Econometrica, Econometric Society, vol. 53(3), pages 567-585, May.
- Paul M. Romer, 1994. "The Origins of Endogenous Growth," Journal of Economic Perspectives, American Economic Association, vol. 8(1), pages 3-22, Winter.
- Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
- Challe, Edouard & Lopez, Jose Ignacio & Mengus, Eric, 2019. "Institutional quality and capital inflows: Theory and evidence," Journal of International Money and Finance, Elsevier, vol. 96(C), pages 168-191.
- Pattnayak, Sanja S. & Thangavelu, S.M., 2005. "Economic reform and productivity growth in Indian manufacturing industries: an interaction of technical change and scale economies," Economic Modelling, Elsevier, vol. 22(4), pages 601-615, July.
- Eric A. Hanushek, 2016. "Will more higher education improve economic growth?," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 32(4), pages 538-552.
- Romer, Paul M, 1990.
"Endogenous Technological Change,"
Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
- Paul Romer, 1989. "Endogenous Technological Change," NBER Working Papers 3210, National Bureau of Economic Research, Inc.
- Paul M Romer, 1999. "Endogenous Technological Change," Levine's Working Paper Archive 2135, David K. Levine.
- Oleg Badunenko & Diego Romero‐Ávila, 2013. "Financial Development And The Sources Of Growth And Convergence," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 54(2), pages 629-663, May.
- Sergio Correia & Paulo Guimarães & Tom Zylkin, 2020. "Fast Poisson estimation with high-dimensional fixed effects," Stata Journal, StataCorp LLC, vol. 20(1), pages 95-115, March.
- Mengus, Eric & Challe, Edouard & Lopez, Jose Ignacio, 2018. "Institutional Quality and Capital Inflows: Evidence and Theory," HEC Research Papers Series 1247, HEC Paris, revised 19 Jan 2019.
- Patricia Laurens & Pierluigi Toma & Antoine Schoen & Cinzia Daraio & Philippe Larédo, 2022. "How does Internationalisation affect the productivity of R&D activities in large innovative firms? A conditional nonparametric investigation," Post-Print hal-03840316, HAL.
- Samargandi, Nahla & Fidrmuc, Jan & Ghosh, Sugata, 2015.
"Is the Relationship Between Financial Development and Economic Growth Monotonic? Evidence from a Sample of Middle-Income Countries,"
World Development, Elsevier, vol. 68(C), pages 66-81.
- Nahla Samargandi & Jan Fidrmuc & Sugata Ghosh, 2014. "Is the Relationship between Financial Development and Economic Growth Monotonic? Evidence from a Sample of Middle Income Countries," CESifo Working Paper Series 4743, CESifo.
- Eric Bartelsman & John Haltiwanger & Stefano Scarpetta, 2013.
"Cross-Country Differences in Productivity: The Role of Allocation and Selection,"
American Economic Review, American Economic Association, vol. 103(1), pages 305-334, February.
- Bartelsman, Eric & Haltiwanger, John C. & Scarpetta, Stefano, 2009. "Cross-Country Differences in Productivity: The Role of Allocation and Selection," IZA Discussion Papers 4578, Institute of Labor Economics (IZA).
- Eric J. Bartelsman & John C. Haltiwanger & Stefano Scarpetta, 2009. "Cross-Country Differences in Productivity: The Role of Allocation and Selection," NBER Working Papers 15490, National Bureau of Economic Research, Inc.
- Papaioannou, Sotiris K., 2017.
"Regulations and productivity: Long run effects and nonlinear influences,"
Economic Modelling, Elsevier, vol. 60(C), pages 244-252.
- Papaioannou, Sotiris, 2015. "Regulations and productivity: long run effects and non linear influences," MPRA Paper 67532, University Library of Munich, Germany.
- Gourieroux, Christian & Monfort, Alain & Trognon, Alain, 1984.
"Pseudo Maximum Likelihood Methods: Applications to Poisson Models,"
Econometrica, Econometric Society, vol. 52(3), pages 701-720, May.
- Gourieroux Christian & Monfort Alain & Trognon A, 1982. "Pseudo maximum lilelihood methods : applications to poisson models," CEPREMAP Working Papers (Couverture Orange) 8203, CEPREMAP.
- Karavias, Yiannis & Tzavalis, Elias, 2014. "Testing for unit roots in short panels allowing for a structural break," Computational Statistics & Data Analysis, Elsevier, vol. 76(C), pages 391-407.
- Roper, Stephen & Love, James H., 2002. "Innovation and export performance: evidence from the UK and German manufacturing plants," Research Policy, Elsevier, vol. 31(7), pages 1087-1102, September.
- Jakob B. Madsen & James B. Ang, 2016. "Finance-Led Growth in the OECD since the Nineteenth Century: How Does Financial Development Transmit to Growth?," The Review of Economics and Statistics, MIT Press, vol. 98(3), pages 552-572, July.
- Stornelli, Aldo & Ozcan, Sercan & Simms, Christopher, 2021. "Advanced manufacturing technology adoption and innovation: A systematic literature review on barriers, enablers, and innovation types," Research Policy, Elsevier, vol. 50(6).
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More about this item
Keywords
Research intensity; Total factor productivity; Poisson pseudo maximum likelihood; OECD countries;All these keywords.
JEL classification:
- O20 - Economic Development, Innovation, Technological Change, and Growth - - Development Planning and Policy - - - General
- O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General
- O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence
- C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
Statistics
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