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Does scientific research output matter for Portugal’s economic growth?

Author

Listed:
  • Tânia Pinto
  • Aurora Teixeira

    (CEF.UP, Faculty of Economics, University of Porto, Porto, Portugal
    CEF.UP, Faculty of Economics, University of Porto; INESC Tec)

Abstract

The literature on the impact of research output on economic growth has been rapidly expanding. However, the single growth processes of technological laggard countries and the mediating roles of human capital and structural change have been overlooked. Resorting to cointegration analyses and Granger causality tests for Portugal over the last 40 years (1980-2019) four main results are worth highlighting: (1) in the long-run, global and hard sciences (life sciences, physical sciences, engineering and technology, social sciences) research outputs are positively and significantly associated to economic growth; (2) in the short-run, global, hard sciences and soft sciences (base clinical, pre-clinical and health, arts and humanities) foster economic growth; (3) important (long and short-run) mismatches between human capital and scientific production emerged, with the years of schooling mitigating the positive impact of research output on economic growth; (4) structural change processes favouring industry amplify the positive (long-run) association and (short-run) impact of research output on economic growth. Such results robustly suggest that even in technological laggard contexts, scientific production is critical for economic growth, especially when aligned with changes in sectoral production composition favouring industry.

Suggested Citation

  • Tânia Pinto & Aurora Teixeira, 2023. "Does scientific research output matter for Portugal’s economic growth?," GEE Papers 0174, Gabinete de Estratégia e Estudos, Ministério da Economia, revised Jul 2023.
    • Handle: RePEc:mde:wpaper:0174
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    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. Pedro Bação & Inês Gaspar & Marta Simões, 2019. "Corruption and Economic Growth: The Case of Portugal," Notas Económicas, Faculty of Economics, University of Coimbra, issue 49, pages 11-33, Dezembro.
    3. Philip Bodman & Thanh Le, 2013. "Assessing the roles that absorptive capacity and economic distance play in the foreign direct investment-productivity growth nexus," Applied Economics, Taylor & Francis Journals, vol. 45(8), pages 1027-1039, March.
    4. Shahbaz, Muhammad & Benkraiem, Ramzi & Miloudi, Anthony & Lahiani, Amine, 2017. "Production function with electricity consumption and policy implications in Portugal," Energy Policy, Elsevier, vol. 110(C), pages 588-599.
    5. Nicholas M Odhiambo & Lydia Ntenga, 2016. "Research publications and economic growth in South Africa: an empirical investigation," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 43(7), pages 662-675, July.
    6. Ling-Chu Lee & Pin-Hua Lin & Yun-Wen Chuang & Yi-Yang Lee, 2011. "Research output and economic productivity: a Granger causality test," Scientometrics, Springer;Akadémiai Kiadó, vol. 89(2), pages 465-478, November.
    7. Robert E. Hall & Charles I. Jones, 1999. "Why do Some Countries Produce So Much More Output Per Worker than Others?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(1), pages 83-116.
    8. Francesco Quatraro, 2009. "Innovation, structural change and productivity growth: evidence from Italian regions, 1980--2003," Cambridge Journal of Economics, Oxford University Press, vol. 33(5), pages 1001-1022, September.
    9. Rui M. Cartaxo & Manuel Mira Godinho, 2017. "How institutional nature and available resources determine the performance of technology transfer offices," Industry and Innovation, Taylor & Francis Journals, vol. 24(7), pages 713-734, October.
    10. 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.
    11. Gary S. Becker, 1962. "Investment in Human Capital: A Theoretical Analysis," NBER Chapters, in: Investment in Human Beings, pages 9-49, National Bureau of Economic Research, Inc.
    12. David A. Dickey & Dennis W. Jansen & Daniel L. Thornton, 1994. "A Primer on Cointegration with an Application to Money and Income," Palgrave Macmillan Books, in: B. Bhaskara Rao (ed.), Cointegration, chapter 2, pages 9-45, Palgrave Macmillan.
    13. Roula Inglesi-Lotz & Tsangyao Chang & Rangan Gupta, 2015. "Causality between research output and economic growth in BRICS," Quality & Quantity: International Journal of Methodology, Springer, vol. 49(1), pages 167-176, January.
    14. Teixeira, Aurora A.C. & Fortuna, Natércia, 2010. "Human capital, R&D, trade, and long-run productivity. Testing the technological absorption hypothesis for the Portuguese economy, 1960-2001," Research Policy, Elsevier, vol. 39(3), pages 335-350, April.
    15. Omwoyo Bosire Onyancha, 2020. "A meta-analysis study of the relationship between research and economic development in selected countries in sub-Saharan Africa," Scientometrics, Springer;Akadémiai Kiadó, vol. 123(2), pages 655-675, May.
    16. Antonio Ciccone & Marek Jarociński, 2010. "Determinants of Economic Growth: Will Data Tell?," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(4), pages 222-246, October.
    17. Klaus Jaffe & Mario Caicedo & Marcos Manzanares & Mario Gil & Alfredo Rios & Astrid Florez & Claudia Montoreano & Vicente Davila, 2013. "Productivity in Physical and Chemical Science Predicts the Future Economic Growth of Developing Countries Better than Other Popular Indices," PLOS ONE, Public Library of Science, vol. 8(6), pages 1-10, June.
    18. Pegkas, Panagiotis & Staikouras, Christos & Tsamadias, Constantinos, 2019. "Does research and development expenditure impact innovation? Evidence from the European Union countries," Journal of Policy Modeling, Elsevier, vol. 41(5), pages 1005-1025.
    19. 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.
    20. Enrique Moral-Benito, 2012. "Determinants of Economic Growth: A Bayesian Panel Data Approach," The Review of Economics and Statistics, MIT Press, vol. 94(2), pages 566-579, May.
    21. Abdulnasser Hatemi-J & Ahdi N. Ajmi & Ghassen El Montasser & Roula Inglesi-Lotz & Rangan Gupta, 2016. "Research output and economic growth in G7 countries: new evidence from asymmetric panel causality testing," Applied Economics, Taylor & Francis Journals, vol. 48(24), pages 2301-2308, May.
    22. Sónia Morgado, 2014. "Does health promote economic growth? Portuguese case study: from dictatorship to full democracy," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 15(6), pages 591-598, July.
    23. Jang C. Jin & Lawrence Jin, 2013. "Research publications and economic growth: evidence from cross-country regressions," Applied Economics, Taylor & Francis Journals, vol. 45(8), pages 983-990, March.
    24. Aurora A. C. Teixeira & Natércia Fortuna, 2004. "Human capital, innovation capability and economic growth in Portugal, 1960-2001," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 3(3), pages 205-225, December.
    25. Pereira, João & St. Aubyn, Miguel, 2009. "What level of education matters most for growth?: Evidence from Portugal," Economics of Education Review, Elsevier, vol. 28(1), pages 67-73, February.
    26. Shahbaz, Muhammad & Leitão, Nuno Carlos & Uddin, Gazi Salah & Arouri, Mohamed & Teulon, Frédéric, 2013. "Should Portuguese economy invest in defense spending? A revisit," Economic Modelling, Elsevier, vol. 35(C), pages 805-815.
    27. Dickey, David A & Fuller, Wayne A, 1981. "Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root," Econometrica, Econometric Society, vol. 49(4), pages 1057-1072, June.
    28. Johansen, Soren & Juselius, Katarina, 1990. "Maximum Likelihood Estimation and Inference on Cointegration--With Applications to the Demand for Money," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 52(2), pages 169-210, May.
    29. Jorge M. Andraz & Paulo M.M. Rodrigues, 2010. "What causes economic growth in Portugal: exports or inward FDI?," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 37(3), pages 267-287, August.
    30. Ricardo Pineheiro Alves, 2017. "Portugal: A Paradox in Productivity," International Productivity Monitor, Centre for the Study of Living Standards, vol. 32, pages 137-160, Spring.
    31. Marques, Luís Miguel & Fuinhas, José Alberto & Marques, António Cardoso, 2013. "Does the stock market cause economic growth? Portuguese evidence of economic regime change," Economic Modelling, Elsevier, vol. 32(C), pages 316-324.
    32. Newey, Whitney & West, Kenneth, 2014. "A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 33(1), pages 125-132.
    33. Xavier Sala-I-Martin & Gernot Doppelhofer & Ronald I. Miller, 2004. "Determinants of Long-Term Growth: A Bayesian Averaging of Classical Estimates (BACE) Approach," American Economic Review, American Economic Association, vol. 94(4), pages 813-835, September.
    34. Francesco Quatraro, 2010. "The Economics of Structural Change in Knowledge," Post-Print halshs-00727628, HAL.
    35. Barro, Robert J & Sala-i-Martin, Xavier, 1997. "Technological Diffusion, Convergence, and Growth," Journal of Economic Growth, Springer, vol. 2(1), pages 1-26, March.
    36. Nicholas M Odhiambo & Lydia Ntenga, 2016. "Research publications and economic growth in South Africa: an empirical investigation," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 43(7), pages 662-675, July.
    37. Leydesdorff, Loet & Wagner, Caroline, 2009. "Macro-level indicators of the relations between research funding and research output," Journal of Informetrics, Elsevier, vol. 3(4), pages 353-362.
    38. Trinh Le & John Gibson & Les Oxley, 2005. "Measures of human capital: A review of the literature," Treasury Working Paper Series 05/10, New Zealand Treasury.
    39. He, Qiuqin & Xu, Bing, 2019. "Determinants of economic growth: A varying-coefficient path identification approach," Journal of Business Research, Elsevier, vol. 101(C), pages 811-818.
    40. Jacob Mincer, 1958. "Investment in Human Capital and Personal Income Distribution," Journal of Political Economy, University of Chicago Press, vol. 66, pages 281-281.
    41. Hamilton Ntuli & Roula Inglesi-Lotz & Tsangyao Chang & Anastassios Pouris, 2015. "Does research output cause economic growth or vice versa? Evidence from 34 OECD countries," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 66(8), pages 1709-1716, August.
    42. Teixeira, Aurora A.C. & Queirós, Anabela S.S., 2016. "Economic growth, human capital and structural change: A dynamic panel data analysis," Research Policy, Elsevier, vol. 45(8), pages 1636-1648.
    43. Arqué-Castells, Pere & Cartaxo, Rui M. & García-Quevedo, Jose & Godinho, Manuel Mira, 2016. "Royalty sharing, effort and invention in universities: Evidence from Portugal and Spain," Research Policy, Elsevier, vol. 45(9), pages 1858-1872.
    44. Ester G. Silva & Aurora A. C. Teixeira, 2011. "Does structure influence growth? A panel data econometric assessment of "relatively less developed" countries, 1979--2003," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 20(2), pages 457-510, April.
    45. Benos, Nikos & Zotou, Stefania, 2014. "Education and Economic Growth: A Meta-Regression Analysis," World Development, Elsevier, vol. 64(C), pages 669-689.
    46. Francisco Rebelo & Ester G. Silva, 2017. "Export variety, technological content and economic performance: the case of Portugal," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 26(3), pages 443-465.
    47. Klaus Jaffe & Enrique ter Horst & Laura H Gunn & Juan Diego Zambrano & German Molina, 2020. "A network analysis of research productivity by country, discipline, and wealth," PLOS ONE, Public Library of Science, vol. 15(5), pages 1-15, May.
    48. Jorge M. Andraz & Paulo M.M. Rodrigues, 2010. "What causes economic growth in Portugal: exports or inward FDI?," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 37(3), pages 267-287, August.
    49. Pedro Lains, 2008. "The Portuguese Economy in the Irish Mirror, 1960–2004," Open Economies Review, Springer, vol. 19(5), pages 667-683, November.
    50. Jin, Jang C., 2009. "Economic research and economic growth: Evidence from East Asian economies," Journal of Asian Economics, Elsevier, vol. 20(2), pages 150-155, March.
    51. Pier Saviotti & Andreas Pyka, 2004. "Economic development by the creation of new sectors," Journal of Evolutionary Economics, Springer, vol. 14(1), pages 1-35, January.
    52. Santos, João & Domingos, Tiago & Sousa, Tânia & St. Aubyn, Miguel, 2018. "Useful Exergy Is Key in Obtaining Plausible Aggregate Production Functions and Recognizing the Role of Energy in Economic Growth: Portugal 1960–2009," Ecological Economics, Elsevier, vol. 148(C), pages 103-120.
    53. Edward N. Wolff, 2003. "What's behind the rise in profitability in the US in the 1980s and 1990s?," Cambridge Journal of Economics, Oxford University Press, vol. 27(4), pages 479-499, July.
    54. Jang C. Jin, 2010. "Research Publications, Economic Growth And Causality: Japan'S Experience," Pacific Economic Review, Wiley Blackwell, vol. 15(5), pages 666-673, December.
    55. Heitor, Manuel & Horta, Hugo & Mendonça, Joana, 2014. "Developing human capital and research capacity: Science policies promoting brain gain," Technological Forecasting and Social Change, Elsevier, vol. 82(C), pages 6-22.
    56. R. Inglesi-Lotz & A. Hakimi & A. Pouris, 2018. "Patents vs publications and R&D: three sides of the same coin? Panel Smooth Transition Regression (PSTR) for OECD and BRICS countries," Applied Economics, Taylor & Francis Journals, vol. 50(45), pages 4912-4923, September.
    57. Frantzen, Dirk, 2000. "Innovation, International Technological Diffusion and the Changing Influence of R&D on Productivity," Cambridge Journal of Economics, Oxford University Press, vol. 24(2), pages 193-210, March.
    58. R. Inglesi-Lotz & A. Pouris, 2013. "The influence of scientific research output of academics on economic growth in South Africa: an autoregressive distributed lag (ARDL) application," Scientometrics, Springer;Akadémiai Kiadó, vol. 95(1), pages 129-139, April.
    59. Pedro Bação & Inês Gaspar & Marta Simões, 2019. "Corruption and Economic Growth: The Case of Portugal," Notas Económicas, Faculty of Economics, University of Coimbra, issue 49, pages 1-23, Dezembro.
    60. Sakiru Adebola Solarin & Yuen Yee Yen, 2016. "A global analysis of the impact of research output on economic growth," Scientometrics, Springer;Akadémiai Kiadó, vol. 108(2), pages 855-874, August.
    61. David A. King, 2004. "The scientific impact of nations," Nature, Nature, vol. 430(6997), pages 311-316, July.
    62. Aurora Teixeira & André Monteiro, 2018. "The efficiency of Portuguese Technology Transfer Offices and the importance of university characteristics," GEE Papers 0093, Gabinete de Estratégia e Estudos, Ministério da Economia, revised Feb 2018.
    63. Bruns, Stephan B. & Ioannidis, John P.A., 2020. "Determinants of economic growth: Different time different answer?," Journal of Macroeconomics, Elsevier, vol. 63(C).
    64. Santos, Anabela, 2019. "Do selected firms show higher performance? The case of Portugal’s innovation subsidy," Structural Change and Economic Dynamics, Elsevier, vol. 50(C), pages 39-50.
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    More about this item

    Keywords

    Research output; human capital; structural change; economic growth; cointegration analysis; Portugal;
    All these keywords.

    JEL classification:

    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General
    • O38 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Government Policy
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence

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