IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/70539.html
   My bibliography  Save this paper

Capitale umano, innovazione tecnologica e divari economici nell’era post-knowledge? Un’analisi econometrica a livello sub nazionale
[Human capital, technological innovation and economic gaps in the post-knowledge era. A sub-national level econometric analysis]

Author

Listed:
  • Lima, Rita

Abstract

During the last forty years there was a broad consensus in the academic literature that human capital is an important determinant of productivity and other economic outcomes, both at the individual and at the aggregate level, and that its role was particularly crucial to reduce regional growth disparities. Nowadays, although the production and use of human capital is at the core of value-added activities, innovation is at the core of firms’ and nations’ strategies for economic growth in a new “post-knowledge” era. Bearing this evidence in mind and using recent GMM-SYS panel data procedures, this paper presents a dynamic specification for the period 1970-2009 in which we used as dependent variable a proxy of Italian cross-country disparities in economic performance (such as the gap in the annual percentage growth rate of GDP between Italian regions and Germany, the innovation leader country) and indicator of innovation activity (such as the ratio of public and private R&D expenditure to gross fixed investments) and human capital (such as the ratio of people graduated in science and technology subjects to active people aged 25-64) as predetermined and endogenous variables. The results reveal that the well known North-South duality in terms of human capital differentials is always important spillover in defining regional competitiveness and economic growth, but in a world where information is ubiquitous and knowledge is increasingly shared, those regions located in an economic periphery that experience lower returns to skill attainment and hence have reduced incentives for human capital investments and agglomerations (like Sicily) have to look for new sources of advantage (such as R&D) to gain a competitive edge.

Suggested Citation

  • Lima, Rita, 2016. "Capitale umano, innovazione tecnologica e divari economici nell’era post-knowledge? Un’analisi econometrica a livello sub nazionale [Human capital, technological innovation and economic gaps in the," MPRA Paper 70539, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:70539
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/70539/1/MPRA_paper_70539.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    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. Eliana Baici & Giorgia Casalone, 2005. "Has human capital accounted for regional economic growth in italy? a panel analysis on the 1980-2001 period," Working Papers 101, SEMEQ Department - Faculty of Economics - University of Eastern Piedmont.
    3. Luigi Cannari (editor) & Raffaello Bronzini (editor) & Marco Magnani (editor), 2011. "Economic integration between the Mezzogiorno and the Centre North," Workshop and Conferences 9, Bank of Italy, Economic Research and International Relations Area.
    4. Vincenzo Scoppa, 2007. "Quality of Human and Physical Capital and Technological Gaps across Italian Regions," Regional Studies, Taylor & Francis Journals, vol. 41(5), pages 585-599.
    5. Stephen Bond & Frank Windmeijer, 2002. "Projection estimators for autoregressive panel data models," Econometrics Journal, Royal Economic Society, vol. 5(2), pages 457-479, June.
    6. 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, December.
    7. Paolo Polinori & Carlo Andrea Bollino, 2007. "Ricostruzione del valore aggiunto su scala comunale e percorsi di crescita a livello micro-territoriale: il caso dell'Umbria," SCIENZE REGIONALI, FrancoAngeli Editore, vol. 2007(2), pages 35-73.
    8. 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.
    9. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    10. Gong, Guan & Keller, Wolfgang, 2003. "Convergence and polarization in global income levels: a review of recent results on the role of international technology diffusion," Research Policy, Elsevier, vol. 32(6), pages 1055-1079, June.
    11. Ron Martin, 2012. "Regional economic resilience, hysteresis and recessionary shocks," Journal of Economic Geography, Oxford University Press, vol. 12(1), pages 1-32, January.
    12. Richard Blundell & Lorraine Dearden & Costas Meghir & Barbara Sianesi, 1999. "Human capital investment: the returns from education and training to the individual, the firm and the economy," Fiscal Studies, Institute for Fiscal Studies, vol. 20(1), pages 1-23, March.
    13. Barbara Sianesi & John Van Reenen, 2003. "The Returns to Education: Macroeconomics," Journal of Economic Surveys, Wiley Blackwell, vol. 17(2), pages 157-200, April.
    14. 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.
    15. Bond, Stephen & Bowsher, Clive & Windmeijer, Frank, 2001. "Criterion-based inference for GMM in autoregressive panel data models," Economics Letters, Elsevier, vol. 73(3), pages 379-388, December.
    16. Ferdinando Ofria, 1997. "Una verifica empirica della "legge di Verdoorn" per il Centro-Nord e il Mezzogiorno (anni 1951-1992)," Rivista economica del Mezzogiorno, Società editrice il Mulino, issue 2, pages 497-520.
    17. Giuseppe Arbia & Gianfranco Piras, 2004. "Convergence in per-capita GDP across European regions using panel data models extended to spatial autocorrelation effects," ERSA conference papers ersa04p524, European Regional Science Association.
    18. 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.
    19. Peter Howitt, 2000. "Endogenous Growth and Cross-Country Income Differences," American Economic Review, American Economic Association, vol. 90(4), pages 829-846, September.
    20. Matteo Bugamelli & Luigi Cannari & Francesca Lotti & Silvia Magri, 2012. "The innovation gap of Italy�s production system: roots and possible solutions," Questioni di Economia e Finanza (Occasional Papers) 121, Bank of Italy, Economic Research and International Relations Area.
    Full references (including those not matched with items on IDEAS)

    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. Capolupo, Rosa, 2009. "The New Growth Theories and Their Empirics after Twenty Years," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 3, pages 1-72.
    2. Bayraktar-Sağlam, Bahar & Yetkiner, Hakan, 2014. "A Romerian contribution to the empirics of economic growth," Journal of Policy Modeling, Elsevier, vol. 36(2), pages 257-272.
    3. Ulaşan, Bülent, 2012. "Cross-country growth empirics and model uncertainty: An overview," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 6, pages 1-69.
    4. Wen-Hsien Liu, 2016. "Intellectual Property Rights, FDI, R&D and Economic Growth: A Cross-country Empirical Analysis," The World Economy, Wiley Blackwell, vol. 39(7), pages 983-1004, July.
    5. Stefano Magrini, 2007. "Analysing Convergence through the Distribution Dynamics Approach: Why and how?," Working Papers 2007_13, Department of Economics, University of Venice "Ca' Foscari".
    6. repec:dau:papers:123456789/9604 is not listed on IDEAS
    7. Charles Ackah, & Oliver Morrissey, 2007. "Trade Liberalisation is Good for You if You are Rich," Discussion Papers 07/01, University of Nottingham, CREDIT.
    8. E. Tsanana & X. Chapsa & C. Katrakilidis, 2016. "Is growth corrupted or bureaucratic? Panel evidence from the enlarged EU," Applied Economics, Taylor & Francis Journals, vol. 48(33), pages 3131-3147, July.
    9. Salima Bouayad Agha & Nadine Turpin & Lionel Vedrine, 2010. "Fostering the potential endogenous development of European regions: a spatial dynamic panel data analysis of the Cohesion Policy on regional convergence over the period 1980-2005," Working Papers halshs-00812077, HAL.
    10. Imen Mohamed Sghaier, 2022. "Foreign Capital Inflows and Economic Growth in North African Countries: the Role of Human Capital," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(4), pages 2804-2821, December.
    11. Saima Nawaz & M. Idrees Khawaja, 2016. "Fiscal Policy, Institutions And Growth: New Insights," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 64(05), pages 1251-1278, December.
    12. John Inekwe, 2015. "The Contribution of R&D Expenditure to Economic Growth in Developing Economies," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 124(3), pages 727-745, December.
    13. Nsanja, Lamulo & Kaluwa, Ben M. & Masanjala, Winford, 2021. "Education Sector Foreign Aid and Economic Growth in Africa," African Journal of Economic Review, African Journal of Economic Review, vol. 9(2), April.
    14. Khawar Abbas & Muqarab Abbas & Faisal Azeem Abbassi, 2022. "An Empirical Investigation into the Contribution of Foreign Aid to Economic Growth in Developing Countries: Exploring the Role of Democracy," Journal of Economic Impact, Science Impact Publishers, vol. 4(2), pages 32-38.
    15. Joze P. Damijan & Mark Knell & Boris Majcen & Matija Rojec, 2003. "Technology Transfer through FDI in Top-10 Transition Countries: How Important are Direct Effects, Horizontal and Vertical Spillovers?," William Davidson Institute Working Papers Series 549, William Davidson Institute at the University of Michigan.
    16. Imen Mohamed Sghaier, 2021. "Foreign Financial Flows, Human Capital and Economic Growth in North African Countries," Economic Alternatives, University of National and World Economy, Sofia, Bulgaria, issue 3, pages 355-371, September.
    17. Haftu, Girmay Giday, 2019. "Information communications technology and economic growth in Sub-Saharan Africa: A panel data approach," Telecommunications Policy, Elsevier, vol. 43(1), pages 88-99.
    18. Glawe, Linda & Wagner, Helmut, 2022. "Is schooling the same as learning? – The impact of the learning-adjusted years of schooling on growth in a dynamic panel data framework," World Development, Elsevier, vol. 151(C).
    19. 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.
    20. Baldacci, Emanuele & Clements, Benedict & Gupta, Sanjeev & Cui, Qiang, 2008. "Social Spending, Human Capital, and Growth in Developing Countries," World Development, Elsevier, vol. 36(8), pages 1317-1341, August.
    21. M. Danquah & B. Ouattara, 2014. "Productivity Growth, Human Capital And Distance To Frontier In Sub-Saharan Africa," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 39(4), pages 27-48, December.

    More about this item

    Keywords

    Capitale Umano; R&S; Modello di regressione pooled; Stimatore GMM-SYS;
    All these keywords.

    JEL classification:

    • C1 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General
    • C18 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Methodolical Issues: General
    • I25 - Health, Education, and Welfare - - Education - - - Education and Economic Development
    • O11 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Macroeconomic Analyses of Economic Development
    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    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:pra:mprapa:70539. See general information about how to correct material in RePEc.

    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 bibliographic 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.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.html .

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

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.