IDEAS home Printed from https://ideas.repec.org/a/eee/tefoso/v148y2019ics0040162518306206.html
   My bibliography  Save this article

On the drivers of innovation: Does the co-evolution of technological diversification and international collaboration matter?

Author

Listed:
  • Moaniba, Igam M.
  • Su, Hsin-Ning
  • Lee, Pei-Chun

Abstract

This paper examines the co-evolution of technological diversification and international collaboration, and how they affect the intensity of innovation in a country. A two-step analysis is applied on a global panel dataset consisting of patents and macroeconomic data for 54 countries, covering a period of 40 years. First, the co-evolution patterns and characteristics of diversification and collaboration are explored. Then, a series of econometric techniques are employed in an attempt to explain the observed patterns. This step involves conducting the Toda–Yamamoto and Dolado–Lutkepohl (TYDL) Granger causality test to analyze the directions of the causal effects of technological diversification and international collaboration on innovation. Such version of the Granger causality test is valid and consistent regardless of whether a series is stationary at level, first order or second order difference; and non-cointegrated or cointegrated of any arbitrary order. In addition, reduced form vector autoregression (VAR) models are estimated to determine the scale of the impacts of both diversification and collaboration on a country's innovation performance. Our empirical results show that there is a bidirectional causality between technological diversification and innovation. This result is robust across different time periods and groups of countries. Furthermore, international collaboration is found to positively influence the intensity of innovation in a country while technological diversification has a negative effect.

Suggested Citation

  • Moaniba, Igam M. & Su, Hsin-Ning & Lee, Pei-Chun, 2019. "On the drivers of innovation: Does the co-evolution of technological diversification and international collaboration matter?," Technological Forecasting and Social Change, Elsevier, vol. 148(C).
  • Handle: RePEc:eee:tefoso:v:148:y:2019:i:c:s0040162518306206
    DOI: 10.1016/j.techfore.2019.119710
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0040162518306206
    Download Restriction: Full text for ScienceDirect subscribers only
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. 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.
    2. Wu, Jie & Ma, Zhenzhong & Zhuo, Shuaihe, 2017. "Enhancing national innovative capacity: The impact of high-tech international trade and inward foreign direct investment," International Business Review, Elsevier, vol. 26(3), pages 502-514.
    3. Anaman, Kwabena A., 2004. "Determinants of economic growth in Brunei Darussalam," Journal of Asian Economics, Elsevier, vol. 15(4), pages 777-796, August.
    4. James G. March, 1991. "Exploration and Exploitation in Organizational Learning," Organization Science, INFORMS, vol. 2(1), pages 71-87, February.
    5. 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.
    6. Viktorija ?ipilova, 2015. "When regional growth does not benefit from high-tech specialization? Explaining the experience of Latvian regions," Proceedings of Economics and Finance Conferences 2204706, International Institute of Social and Economic Sciences.
    7. Duffy-Deno, Kevin T. & Eberts, Randall W., 1991. "Public infrastructure and regional economic development: A simultaneous equations approach," Journal of Urban Economics, Elsevier, vol. 30(3), pages 329-343, November.
    8. Robert J. Barro, 1998. "Determinants of Economic Growth: A Cross-Country Empirical Study," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262522543, September.
    9. Dahlander, Linus & Gann, David M., 2010. "How open is innovation?," Research Policy, Elsevier, vol. 39(6), pages 699-709, July.
    10. Archibugi, Daniele & Pianta, Mario, 1992. "Specialization and size of technological activities in industrial countries: The analysis of patent data," Research Policy, Elsevier, vol. 21(1), pages 79-93, February.
    11. repec:adr:anecst:y:2005:i:79-80:p:07 is not listed on IDEAS
    12. Bergek, Anna & Bruzelius, Maria, 2010. "Are patents with multiple inventors from different countries a good indicator of international R&D collaboration? The case of ABB," Research Policy, Elsevier, vol. 39(10), pages 1321-1334, December.
    13. Giuliani, Elisa & Martinelli, Arianna & Rabellotti, Roberta, 2016. "Is Co-Invention Expediting Technological Catch Up? A Study of Collaboration between Emerging Country Firms and EU Inventors," World Development, Elsevier, vol. 77(C), pages 192-205.
    14. Murshed, Syed Mansoob & Serino, Leandro Antonio, 2011. "The pattern of specialization and economic growth: The resource curse hypothesis revisited," Structural Change and Economic Dynamics, Elsevier, vol. 22(2), pages 151-161, June.
    15. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, Oxford University Press, vol. 70(1), pages 65-94.
    16. Nooteboom, Bart & Van Haverbeke, Wim & Duysters, Geert & Gilsing, Victor & van den Oord, Ad, 2007. "Optimal cognitive distance and absorptive capacity," Research Policy, Elsevier, vol. 36(7), pages 1016-1034, September.
    17. García-Manjón, Juan V. & Romero-Merino, M. Elena, 2012. "Research, development, and firm growth. Empirical evidence from European top R&D spending firms," Research Policy, Elsevier, vol. 41(6), pages 1084-1092.
    18. Adam B. Jaffe & Manuel Trajtenberg & Rebecca Henderson, 1993. "Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations," The Quarterly Journal of Economics, Oxford University Press, vol. 108(3), pages 577-598.
    19. Dosi, Giovanni & Grazzi, Marco & Moschella, Daniele, 2015. "Technology and costs in international competitiveness: From countries and sectors to firms," Research Policy, Elsevier, vol. 44(10), pages 1795-1814.
    20. Bertoni, Fabio & Colombo, Massimo G. & Grilli, Luca, 2011. "Venture capital financing and the growth of high-tech start-ups: Disentangling treatment from selection effects," Research Policy, Elsevier, vol. 40(7), pages 1028-1043, September.
    21. Mustafa, Ghulam & Rizov, Marian & Kernohan, David, 2017. "Growth, human development, and trade: The Asian experience," Economic Modelling, Elsevier, vol. 61(C), pages 93-101.
    22. 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.
    23. Douglas J. Miller, 2004. "Firms' technological resources and the performance effects of diversification: a longitudinal study," Strategic Management Journal, Wiley Blackwell, vol. 25(11), pages 1097-1119, November.
    24. Robert J. Barro, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, Oxford University Press, vol. 106(2), pages 407-443.
    25. Jeffrey Furman & Margaret K. Kyle & Alain Cockburn & Rebecca M. Henderson, 2005. "Public & Private Spillovers: Location and the Productivity of Pharmaceutical Research," Annals of Economics and Statistics, GENES, issue 79-80, pages 165-188.
    26. Steven White & Steven Siu‐Yun Lui, 2005. "Distinguishing costs of cooperation and control in alliances," Strategic Management Journal, Wiley Blackwell, vol. 26(10), pages 913-932, October.
    27. T. W. Swan, 1956. "ECONOMIC GROWTH and CAPITAL ACCUMULATION," The Economic Record, The Economic Society of Australia, vol. 32(2), pages 334-361, November.
    28. Persson, Torsten & Tabellini, Guido, 1992. "Growth, distribution and politics," European Economic Review, Elsevier, vol. 36(2-3), pages 593-602, April.
    29. Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
    30. Chen, Baizhu & Feng, Yi, 2000. "Determinants of economic growth in China: Private enterprise, education, and openness," China Economic Review, Elsevier, vol. 11(1), pages 1-15.
    31. Giulio Cainelli & Rinaldo Evangelista & Maria Savona, 2006. "Innovation and economic performance in services: a firm-level analysis," Cambridge Journal of Economics, Oxford University Press, vol. 30(3), pages 435-458, May.
    32. Robert Eisner, 1991. "Infrastructure and regional economic performance: comment," New England Economic Review, Federal Reserve Bank of Boston, issue Sep, pages 47-58.
    33. J. P. Francois & F. Favre & S. Negassi, 2002. "Competence and Organization: Two Drivers of Innovation," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 11(3), pages 249-270.
    34. Chen, Yi-Min & Yang, De-Hsin & Lin, Feng-Jyh, 2013. "Does technological diversification matter to firm performance? The moderating role of organizational slack," Journal of Business Research, Elsevier, vol. 66(10), pages 1970-1975.
    35. Jesús Crespo-Cuaresma & Gernot Doppelhofer & Martin Feldkircher, 2009. "The Determinants of Economic Growth in European Regions," CESifo Working Paper Series 2519, CESifo.
    36. Soete, Luc, 1987. "The impact of technological innovation on international trade patterns: The evidence reconsidered," Research Policy, Elsevier, vol. 16(2-4), pages 101-130, August.
    37. Attaran, Mohsen, 1986. "Industrial Diversity and Economic Performance in U.S. Areas," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 20(2), pages 44-54, July.
    38. Chun, Hyunbae & Ha, Joonkyung & Kim, Jung-Wook, 2014. "Firm heterogeneity, R&D, and economic growth," Economic Modelling, Elsevier, vol. 36(C), pages 149-156.
    39. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    40. Zander, Ivo, 1997. "Technological diversification in the multinational corporation--historical evolution and future prospects," Research Policy, Elsevier, vol. 26(2), pages 209-227, May.
    41. repec:adr:anecst:y:2005:i:79-80 is not listed on IDEAS
    42. Toda, Hiro Y. & Yamamoto, Taku, 1995. "Statistical inference in vector autoregressions with possibly integrated processes," Journal of Econometrics, Elsevier, vol. 66(1-2), pages 225-250.
    43. Jesús Crespo Cuaresma & Gernot Doppelhofer & Martin Feldkircher, 2014. "The Determinants of Economic Growth in European Regions," Regional Studies, Taylor & Francis Journals, vol. 48(1), pages 44-67, January.
    44. Nemet, Gregory F. & Johnson, Evan, 2012. "Do important inventions benefit from knowledge originating in other technological domains?," Research Policy, Elsevier, vol. 41(1), pages 190-200.
    45. Boris Lokshin & René Belderbos & Martin Carree, 2008. "The Productivity Effects of Internal and External R&D: Evidence from a Dynamic Panel Data Model," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 70(3), pages 399-413, June.
    46. Bernd Ebersberger & Sverre J. Herstad, 2013. "The relationship between international innovation collaboration, intramural R&D and SMEs’ innovation performance: a quantile regression approach," Applied Economics Letters, Taylor & Francis Journals, vol. 20(7), pages 626-630, May.
    47. Jansen, J.J.P. & van den Bosch, F.A.J. & Volberda, H.W., 2005. "Managing Potential and Realized Absorptive Capacity: How do Organizational Antecedents matter?," ERIM Report Series Research in Management ERS-2005-025-STR, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
    48. Sokolov-Mladenović, Svetlana & Milovančević, Milos & Mladenović, Igor, 2017. "Evaluation of trade influence on economic growth rate by computational intelligence approach," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 465(C), pages 358-362.
    49. Cantwell, John & Piscitello, Lucia, 2000. "Accumulating Technological Competence: Its Changing Impact on Corporate Diversification and Internationalization," Industrial and Corporate Change, Oxford University Press, vol. 9(1), pages 21-51, March.
    50. Onishi, Koichiro, 2013. "The effects of compensation plans for employee inventions on R&D productivity: New evidence from Japanese panel data," Research Policy, Elsevier, vol. 42(2), pages 367-378.
    51. Giovanni Dosi & Keith Pavitt & Luc Soete, 1990. "The Economics of Technical Change and International Trade," LEM Book Series, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy, number dosietal-1990.
    52. Adam Jaffe & Manuel Trajtenberg, 1999. "International Knowledge Flows: Evidence From Patent Citations," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 8(1-2), pages 105-136.
    53. Robert M. Grant, 1996. "Prospering in Dynamically-Competitive Environments: Organizational Capability as Knowledge Integration," Organization Science, INFORMS, vol. 7(4), pages 375-387, August.
    54. Evangelista, Rinaldo & Vezzani, Antonio, 2010. "The economic impact of technological and organizational innovations. A firm-level analysis," Research Policy, Elsevier, vol. 39(10), pages 1253-1263, December.
    55. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    56. Colombo, Massimo G. & Croce, Annalisa & Guerini, Massimiliano, 2013. "The effect of public subsidies on firms’ investment–cash flow sensitivity: Transient or persistent?," Research Policy, Elsevier, vol. 42(9), pages 1605-1623.
    57. Greaney, Theresa M. & Karacaovali, Baybars, 2017. "Editorial: Trade, growth and economic inequality in the Asia-Pacific region," Journal of Asian Economics, Elsevier, vol. 48(C), pages 1-5.
    58. Singh, Jasjit, 2008. "Distributed R&D, cross-regional knowledge integration and quality of innovative output," Research Policy, Elsevier, vol. 37(1), pages 77-96, February.
    59. Breschi, Stefano & Lissoni, Francesco & Malerba, Franco, 2003. "Knowledge-relatedness in firm technological diversification," Research Policy, Elsevier, vol. 32(1), pages 69-87, January.
    60. Cantwell, John & Vertova, Giovanna, 2004. "Historical evolution of technological diversification," Research Policy, Elsevier, vol. 33(3), pages 511-529, April.
    61. Tufool Alnuaimi & Jasjit Singh & Gerard George, 2012. "Not with my own: long-term effects of cross-country collaboration on subsidiary innovation in emerging economies versus advanced economies," Journal of Economic Geography, Oxford University Press, vol. 12(5), pages 943-968, September.
    62. Garcia-Mila, Teresa & McGuire, Therese J., 1992. "The contribution of publicly provided inputs to states' economies," Regional Science and Urban Economics, Elsevier, vol. 22(2), pages 229-241, June.
    63. Wooldridge, Jeffrey M., 1997. "Multiplicative Panel Data Models Without the Strict Exogeneity Assumption," Econometric Theory, Cambridge University Press, vol. 13(5), pages 667-678, October.
    64. K. Pavitt & M. Robson & J. Townsend, 1989. "Technological Accumulation, Diversification and Organisation in UK Companies, 1945--1983," Management Science, INFORMS, vol. 35(1), pages 81-99, January.
    65. Emmanuel Duguet & Megan MacGarvie, 2005. "How well do patent citations measure flows of technology? Evidence from French innovation surveys," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 14(5), pages 375-393.
    66. Alicia Rodríguez & María Jesús Nieto & Luis Santamaría, 2018. "International collaboration and innovation in professional and technological knowledge-intensive services," Industry and Innovation, Taylor & Francis Journals, vol. 25(4), pages 408-431, April.
    67. Silberberger, Magdalene & Königer, Jens, 2016. "Regulation, trade and economic growth," Economic Systems, Elsevier, vol. 40(2), pages 308-322.
    68. Daniel H. Vedia-Jerez & Coro Chasco, 2016. "Long-run determinants of economic growth in South America," Journal of Applied Economics, Universidad del CEMA, vol. 19, pages 169-192, May.
    69. Cohen, Wesley M & Levinthal, Daniel A, 1989. "Innovation and Learning: The Two Faces of R&D," Economic Journal, Royal Economic Society, vol. 99(397), pages 569-596, September.
    70. Ghisetti, Claudia & Pontoni, Federico, 2015. "Investigating policy and R&D effects on environmental innovation: A meta-analysis," Ecological Economics, Elsevier, vol. 118(C), pages 57-66.
    71. Lee Fleming & Olav Sorenson, 2004. "Science as a map in technological search," Strategic Management Journal, Wiley Blackwell, vol. 25(8‐9), pages 909-928, August.
    72. Chaido Dritsaki & Melina Dritsaki, 2014. "Causal Relationship between Energy Consumption, Economic Growth and CO2 Emissions: A Dynamic Panel Data Approach," International Journal of Energy Economics and Policy, Econjournals, vol. 4(2), pages 125-136.
    73. Su, Hsin-Ning & Moaniba, Igam M., 2017. "Investigating the dynamics of interdisciplinary evolution in technology developments," Technological Forecasting and Social Change, Elsevier, vol. 122(C), pages 12-23.
    74. Su, Hsin-Ning & Moaniba, Igam M., 2017. "Does innovation respond to climate change? Empirical evidence from patents and greenhouse gas emissions," Technological Forecasting and Social Change, Elsevier, vol. 122(C), pages 49-62.
    75. Chen, Jong-Rong & Chu, Yun-Peng & Ou, Yi-Pey & Yang, Chih-Hai, 2015. "R&D specialization and manufacturing productivity growth: A cross-country study," Japan and the World Economy, Elsevier, vol. 34, pages 33-43.
    76. Carmen Weigelt, 2009. "The impact of outsourcing new technologies on integrative capabilities and performance," Strategic Management Journal, Wiley Blackwell, vol. 30(6), pages 595-616, June.
    77. Mark Rogers, 2002. "The Influence of Diversification and Market Structure on the R&D Intensity of Large Australian Firms," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 35(2), pages 155-172, June.
    78. Peter J. Lane & Michael Lubatkin, 1998. "Relative absorptive capacity and interorganizational learning," Post-Print hal-02311860, HAL.
    79. Birger Wernerfelt, 1984. "A resource‐based view of the firm," Strategic Management Journal, Wiley Blackwell, vol. 5(2), pages 171-180, April.
    80. Hasan, Iftekhar & Tucci, Christopher L., 2010. "The innovation-economic growth nexus: Global evidence," Research Policy, Elsevier, vol. 39(10), pages 1264-1276, December.
    81. Teece, David J., 1980. "Economies of scope and the scope of the enterprise," Journal of Economic Behavior & Organization, Elsevier, vol. 1(3), pages 223-247, September.
    82. Maria Mancusi, 2001. "Technological specialization in industrial countries: Patterns and dynamics," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 137(4), pages 593-621, December.
    83. J. Myles Shaver, 1998. "Accounting for Endogeneity When Assessing Strategy Performance: Does Entry Mode Choice Affect FDI Survival?," Management Science, INFORMS, vol. 44(4), pages 571-585, April.
    84. Joan Penner‐Hahn & J. Myles Shaver, 2005. "Does international research and development increase patent output? An analysis of Japanese pharmaceutical firms," Strategic Management Journal, Wiley Blackwell, vol. 26(2), pages 121-140, February.
    85. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    86. Chamberlain, G., 1993. "Feedback in Panel Data Medels," Harvard Institute of Economic Research Working Papers 1656, Harvard - Institute of Economic Research.
    87. 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.
    88. Hirotugu Akaike, 1969. "Fitting autoregressive models for prediction," Annals of the Institute of Statistical Mathematics, Springer;The Institute of Statistical Mathematics, vol. 21(1), pages 243-247, December.
    89. Meelen, Toon & Herrmann, Andrea M. & Faber, Jan, 2017. "Disentangling patterns of economic, technological and innovative specialization of Western economies: An assessment of the Varieties-of-Capitalism theory on comparative institutional advantages," Research Policy, Elsevier, vol. 46(3), pages 667-677.
    90. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," Review of Economic Studies, Oxford University Press, vol. 58(2), pages 277-297.
    91. Manwa, Farai & Wijeweera, Albert, 2016. "Trade liberalisation and economic growth link: The case of Southern African Custom Union countries," Economic Analysis and Policy, Elsevier, vol. 51(C), pages 12-21.
    92. Yang, Chih-Hai & Huang, Chia-Hui & Hou, Tony Chieh-Tse, 2012. "Tax incentives and R&D activity: Firm-level evidence from Taiwan," Research Policy, Elsevier, vol. 41(9), pages 1578-1588.
    93. Crosby, Mark, 2000. "Patents, Innovation and Growth," The Economic Record, The Economic Society of Australia, vol. 76(234), pages 255-262, September.
    94. Rodriguez-Duarte, Antonio & Sandulli, Francesco D. & Minguela-Rata, Beatriz & Lopez-Sanchez, Jose Ignacio, 2007. "The endogenous relationship between innovation and diversification, and the impact of technological resources on the form of diversification," Research Policy, Elsevier, vol. 36(5), pages 652-664, June.
    95. Piscitello, Lucia, 2000. "Relatedness and coherence in technological and product diversification of the world's largest firms," Structural Change and Economic Dynamics, Elsevier, vol. 11(3), pages 295-315, September.
    96. Brian S. Silverman, 1999. "Technological Resources and the Direction of Corporate Diversification: Toward an Integration of the Resource-Based View and Transaction Cost Economics," Management Science, INFORMS, vol. 45(8), pages 1109-1124, August.
    97. Paul M. Romer, 1994. "The Origins of Endogenous Growth," Journal of Economic Perspectives, American Economic Association, vol. 8(1), pages 3-22, Winter.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Moaniba, Igam M. & Su, Hsin-Ning & Lee, Pei-Chun, 2020. "Geographic distance between co-inventors and firm performance: The moderating roles of interfirm and cross-country collaborations," Technological Forecasting and Social Change, Elsevier, vol. 157(C).
    2. Wang, Lu & Luo, Gong-li & Sari, Arif & Shao, Xue-Feng, 2020. "What nurtures fourth industrial revolution? An investigation of economic and social determinants of technological innovation in advanced economies," Technological Forecasting and Social Change, Elsevier, vol. 161(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Su, Hsin-Ning & Moaniba, Igam M., 2017. "Does innovation respond to climate change? Empirical evidence from patents and greenhouse gas emissions," Technological Forecasting and Social Change, Elsevier, vol. 122(C), pages 49-62.
    2. Matthias Firgo & Peter Mayerhofer, 2015. "Wissens-Spillovers und regionale Entwicklung - welche strukturpolitische Ausrichtung optimiert des Wachstum?," Working Paper Reihe der AK Wien - Materialien zu Wirtschaft und Gesellschaft 144, Kammer für Arbeiter und Angestellte für Wien, Abteilung Wirtschaftswissenschaft und Statistik.
    3. Matthias Firgo & Peter Mayerhofer, 2015. "Wissensintensive Unternehmensdienste, Wissens-Spillovers und regionales Wachstum. Teilprojekt 1: Wissens-Spillovers und regionale Entwicklung – Welche strukturpolitische Ausrichtung optimiert das Wach," WIFO Studies, WIFO, number 58342, December.
    4. Osvaldo Lagares, 2016. "Capital, Economic Growth and Relative Income Differences in Latin America," Discussion Papers 16/03, Department of Economics, University of York.
    5. Hasan, Iftekhar & Tucci, Christopher L., 2010. "The innovation-economic growth nexus: Global evidence," Research Policy, Elsevier, vol. 39(10), pages 1264-1276, December.
    6. Kathryn Rudie Harrigan & Maria Chiara Guardo & Elona Marku, 2018. "Patent value and the Tobin’s q ratio in media services," The Journal of Technology Transfer, Springer, vol. 43(1), pages 1-19, February.
    7. Ho Thuy Ai & Ping, Lin, 2018. "Impacts of fiscal policy on economic growth: Another look from institutional perspective," Economics Discussion Papers 2018-45, Kiel Institute for the World Economy (IfW).
    8. Moaniba, Igam M. & Su, Hsin-Ning & Lee, Pei-Chun, 2020. "Geographic distance between co-inventors and firm performance: The moderating roles of interfirm and cross-country collaborations," Technological Forecasting and Social Change, Elsevier, vol. 157(C).
    9. Maciej Stefański, 2020. "To What Extent does Convergence Explain the Slowdown in Potential Growth of the CEE Countries Following the Global Financial Crisis?," Working Papers 2020-058, Warsaw School of Economics, Collegium of Economic Analysis.
    10. Dakpogan, Arnaud & Smit, Eon, 2018. "The effect of electricity losses on GDP in Benin," MPRA Paper 89545, University Library of Munich, Germany.
    11. Bloom, David E. & Canning, David & Kotschy, Rainer & Prettner, Klaus & Schünemann, Johannes, 2018. "Health and Economic Growth: Reconciling the Micro and Macro Evidence," IZA Discussion Papers 11940, Institute of Labor Economics (IZA).
    12. Mussarat Khan, 2016. "Contribution of female human capital in economic growth: an empirical analysis of Pakistan (1972–2012)," Quality & Quantity: International Journal of Methodology, Springer, vol. 50(2), pages 709-728, March.
    13. Celine Bonnefond, 2014. "Growth Dynamics And Conditional Convergence Among Chinese Provinces: A Panel Data Investigation Using System Gmm Estimator," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 39(4), pages 1-25, December.
    14. Andreas Bergh & Magnus Henrekson, 2011. "Government Size And Growth: A Survey And Interpretation Of The Evidence," Journal of Economic Surveys, Wiley Blackwell, vol. 25(5), pages 872-897, December.
    15. Dimitrios Paparas & Christian Richter, 2015. "Fiscal policy and economic growth: Empirical evidence from the European Union," Working Papers 2015.06, International Network for Economic Research - INFER.
    16. Kufenko, Vadmin & Prettner, Klaus, 2017. "You can't always get what you want? A Monte Carlo analysis of the bias and the efficiency of dynamic panel data estimators," ECON WPS - Working Papers in Economic Theory and Policy 07/2017, TU Wien, Institute of Statistics and Mathematical Methods in Economics, Economics Research Unit.
    17. Thais Andreia Araujo Souza & Marina Silva Cunha, 2018. "Performance of Brazilian total factor productivity from 2004 to 2014: a sectoral and regional analysis," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 7(1), pages 1-18, December.
    18. Martins IYOBOYI & Abdrelrasaq NA-ALLAH, 2014. "Innovation and economic growth: evidence from Nigeria," EuroEconomica, Danubius University of Galati, issue 1(33), pages 43-54, May.
    19. Mussarat Khadija Khan, 2016. "Contribution of female human capital in economic growth: an empirical analysis of Pakistan (1972–2012)," Quality & Quantity: International Journal of Methodology, Springer, vol. 50(2), pages 709-728, March.
    20. Andrés Rodríguez-Pose & Marco Di Cataldo, 2015. "Quality of government and innovative performance in the regions of Europe," Journal of Economic Geography, Oxford University Press, vol. 15(4), pages 673-706.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:tefoso:v:148:y:2019:i:c:s0040162518306206. See general information about how to correct material in RePEc.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Nithya Sathishkumar). General contact details of provider: http://www.sciencedirect.com/science/journal/00401625 .

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service hosted by the Research Division of the Federal Reserve Bank of St. Louis . RePEc uses bibliographic data supplied by the respective publishers.