Does Digitalization Moderate the Link Between Innovation and Economic Growth? A Two-Step Difference GMM Analysis of Developed and Developing Countries
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DOI: 10.1007/s13132-024-01963-4
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- Romer, Paul M, 1986.
"Increasing Returns and Long-run Growth,"
Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
- Paul M Romer, 1999. "Increasing Returns and Long-Run Growth," Levine's Working Paper Archive 2232, David K. Levine.
- Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
- Zhu, Xiaoyang & Asimakopoulos, Stylianos & Kim, Jaebeom, 2020. "Financial development and innovation-led growth: Is too much finance better?," Journal of International Money and Finance, Elsevier, vol. 100(C).
- 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.
- Holtz-Eakin, Douglas & Newey, Whitney & Rosen, Harvey S, 1988.
"Estimating Vector Autoregressions with Panel Data,"
Econometrica, Econometric Society, vol. 56(6), pages 1371-1395, November.
- Tom Doan, "undated". "RATS program to demonstrate IV estimation of VAR in panel data," Statistical Software Components RTZ00185, Boston College Department of Economics.
- Wiston Adrián Risso & Edgar J. Sánchez Carrera, 2019. "On the impact of innovation and inequality in economic growth," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 28(1), pages 64-81, January.
- Amitrajeet A. Batabyal & Peter Nijkamp, 2016. "Digital technologies, knowledge spillovers, innovation policies, and economic growth in a creative region," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 25(5), pages 470-484, July.
- Aghion, Philippe & Howitt, Peter, 1992.
"A Model of Growth through Creative Destruction,"
Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
- Aghion, P. & Howitt, P., 1989. "A Model Of Growth Through Creative Destruction," Working papers 527, Massachusetts Institute of Technology (MIT), Department of Economics.
- Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth Through Creative Destruction," Scholarly Articles 12490578, Harvard University Department of Economics.
- Philippe Aghion & Peter Howitt, 1990. "A Model of Growth Through Creative Destruction," NBER Working Papers 3223, National Bureau of Economic Research, Inc.
- Aghion, P. & Howitt, P., 1990. "A Model Of Growth Through Creative Destruction," DELTA Working Papers 90-12, DELTA (Ecole normale supérieure).
- Aghion, P. & Howitt, P., 1989. "A Model Of Growth Through Creative Destruction," University of Western Ontario, Departmental Research Report Series 8904, University of Western Ontario, Department of Economics.
- Kerr, William R. & Nanda, Ramana, 2009.
"Democratizing entry: Banking deregulations, financing constraints, and entrepreneurship,"
Journal of Financial Economics, Elsevier, vol. 94(1), pages 124-149, October.
- William Kerr & Ramana Nanda, 2006. "Democratizing Entry: Banking Deregulations, Financing Constraints, and Entrepreneurship," Harvard Business School Working Papers 07-033, Harvard Business School, revised Oct 2008.
- William Kerr & Ramana Nanda, 2007. "Democratizing Entry: Banking Deregulations, Financing Constraints, and Entrepreneurship," Working Papers 07-33, Center for Economic Studies, U.S. Census Bureau.
- David Roodman, 2009.
"How to do xtabond2: An introduction to difference and system GMM in Stata,"
Stata Journal, StataCorp LLC, vol. 9(1), pages 86-136, March.
- David Roodman, 2006. "How to Do xtabond2: An Introduction to "Difference" and "System" GMM in Stata," Working Papers 103, Center for Global Development.
- Ayoub Yousefi, 2011. "The impact of information and communication technology on economic growth: evidence from developed and developing countries," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 20(6), pages 581-596, November.
- Kevin Zhu & Kenneth Kraemer & Sean Xu, 2003. "Electronic business adoption by European firms: a cross-country assessment of the facilitators and inhibitors," European Journal of Information Systems, Taylor & Francis Journals, vol. 12(4), pages 251-268, December.
- World Bank, 2020. "Global Economic Prospects, January 2020," World Bank Publications - Books, The World Bank Group, number 33044, April.
- Choi, In, 2001. "Unit root tests for panel data," Journal of International Money and Finance, Elsevier, vol. 20(2), pages 249-272, April.
- William R. Kerr & Ramana Nanda, 2010.
"Banking Deregulations, Financing Constraints, and Firm Entry Size,"
Journal of the European Economic Association, MIT Press, vol. 8(2-3), pages 582-593, 04-05.
- William R. Kerr & Ramana Nanda, 2009. "Banking Deregulations, Financing Constraints and Firm Entry Size," Harvard Business School Working Papers 10-010, Harvard Business School, revised Oct 2009.
- William Kerr & Ramana Nanda, 2009. "Banking Deregulations, Financing Constraints, and Firm Entry Size," NBER Working Papers 15499, National Bureau of Economic Research, Inc.
- Wang, Weilong & Yang, Xiaodong & Cao, Jianhong & Bu, Wenchao & Dagestani, Abd Alwahed & Adebayo, Tomiwa Sunday & Dilanchiev, Azer & Ren, Siyu, 2022. "Energy internet, digital economy, and green economic growth: Evidence from China," Innovation and Green Development, Elsevier, vol. 1(2).
- Habibi, Fateh & Zabardast, Mohamad Amjad, 2020. "Digitalization, education and economic growth: A comparative analysis of Middle East and OECD countries," Technology in Society, Elsevier, vol. 63(C).
- Nguyen, Canh Phuc & Doytch, Nadia, 2022. "The impact of ICT patents on economic growth: An international evidence," Telecommunications Policy, Elsevier, vol. 46(5).
- Ward, Michael R. & Zheng, Shilin, 2016. "Mobile telecommunications service and economic growth: Evidence from China," Telecommunications Policy, Elsevier, vol. 40(2), pages 89-101.
- Matti Pohjola, 2002.
"The New Economy in Growth and Development,"
Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 18(3), pages 380-396.
- Matti Pohjola, 2002. "New Economy in Growth and Development," WIDER Working Paper Series DP2002-67, World Institute for Development Economic Research (UNU-WIDER).
- Arellano, Manuel & Bover, Olympia, 1995.
"Another look at the instrumental variable estimation of error-components models,"
Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
- M Arellano & O Bover, 1990. "Another Look at the Instrumental Variable Estimation of Error-Components Models," CEP Discussion Papers dp0007, Centre for Economic Performance, LSE.
- Barro, Robert J, 1990.
"Government Spending in a Simple Model of Endogenous Growth,"
Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 103-126, October.
- Robert J. Barro, 1988. "Government Spending in a Simple Model of Endogenous Growth," NBER Working Papers 2588, National Bureau of Economic Research, Inc.
- Barro, Robert J., 1990. "Government Spending in a Simple Model of Endogeneous Growth," Scholarly Articles 3451296, Harvard University Department of Economics.
- Barro, R.J., 1988. "Government Spending In A Simple Model Of Endogenous Growth," RCER Working Papers 130, University of Rochester - Center for Economic Research (RCER).
- Maneejuk, Paravee & Yamaka, Woraphon, 2020. "An analysis of the impacts of telecommunications technology and innovation on economic growth," Telecommunications Policy, Elsevier, vol. 44(10).
- Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
- Sanjeev Dewan & Kenneth L. Kraemer, 2000. "Information Technology and Productivity: Evidence from Country-Level Data," Management Science, INFORMS, vol. 46(4), pages 548-562, April.
- 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.
- R Blundell & Steven Bond, "undated". "Initial conditions and moment restrictions in dynamic panel data model," Economics Papers W14&104., Economics Group, Nuffield College, University of Oxford.
- Blundell, R. & Bond, S., 1995. "Initial Conditions and Moment Restrictions in Dynamic Panel Data Models," Economics Papers 104, Economics Group, Nuffield College, University of Oxford.
- Richard Blundell & Stephen Bond, 1995. "Initial conditions and moment restrictions in dynamic panel data models," IFS Working Papers W95/17, Institute for Fiscal Studies.
- Pradhan, Rudra P. & Arvin, Mak B. & Bahmani, Sahar & Bennett, Sara E., 2017. "The innovation- growth link in OECD countries: Could other macroeconomic variables matter?," Technology in Society, Elsevier, vol. 51(C), pages 113-123.
- Ferraro, Domenico & Peretto, Pietro F., 2020. "Innovation-led growth in a time of debt," European Economic Review, Elsevier, vol. 121(C).
- Usman, Ahmed & Ozturk, Ilhan & Ullah, Sana & Hassan, Ali, 2021. "Does ICT have symmetric or asymmetric effects on CO2 emissions? Evidence from selected Asian economies," Technology in Society, Elsevier, vol. 67(C).
- Myovella, Godwin & Karacuka, Mehmet & Haucap, Justus, 2020. "Digitalization and economic growth: A comparative analysis of Sub-Saharan Africa and OECD economies," Telecommunications Policy, Elsevier, vol. 44(2).
- Luis Alfredo Avila-Lopez & Chaofeng Lyu & Santos Lopez-Leyva, 2019. "Innovation and growth: evidence from Latin American countries," Journal of Applied Economics, Taylor & Francis Journals, vol. 22(1), pages 287-303, January.
- Andrzej Kacprzyk & Wirginia Doryń, 2017. "Innovation and economic growth in old and new member states of the European Union," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 30(1), pages 1724-1742, January.
- Daud, Siti Nurazira Mohd & Ahmad, Abd Halim, 2023. "Financial inclusion, economic growth and the role of digital technology," Finance Research Letters, Elsevier, vol. 53(C).
- Manuel Arellano & Stephen Bond, 1991.
"Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations,"
The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
- Tom Doan, "undated". "RATS program to replicate Arellano-Bond 1991 dynamic panel," Statistical Software Components RTZ00169, Boston College Department of Economics.
- World Bank, 2020. "Global Economic Prospects, June 2020," World Bank Publications - Books, The World Bank Group, number 33748, April.
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Digitalization; Innovation; Economic growth; Diffusion of innovation theory; Digital economy;All these keywords.
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