Lima, Rita (2016): Capitale umano, innovazione tecnologica e divari economici nell’era post-knowledge? Un’analisi econometrica a livello sub nazionale.
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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.
Item Type: | MPRA Paper |
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Original Title: | Capitale umano, innovazione tecnologica e divari economici nell’era post-knowledge? Un’analisi econometrica a livello sub nazionale |
English Title: | Human capital, technological innovation and economic gaps in the post-knowledge era. A sub-national level econometric analysis |
Language: | Italian |
Keywords: | Capitale Umano, R&S, Modello di regressione pooled, Stimatore GMM-SYS |
Subjects: | C - Mathematical and Quantitative Methods > C1 - Econometric and Statistical Methods and Methodology: General C - Mathematical and Quantitative Methods > C1 - Econometric and Statistical Methods and Methodology: General > C18 - Methodological Issues: General I - Health, Education, and Welfare > I2 - Education and Research Institutions > I25 - Education and Economic Development O - Economic Development, Innovation, Technological Change, and Growth > O1 - Economic Development > O11 - Macroeconomic Analyses of Economic Development O - Economic Development, Innovation, Technological Change, and Growth > O3 - Innovation ; Research and Development ; Technological Change ; Intellectual Property Rights > O30 - General |
Item ID: | 70539 |
Depositing User: | Mrs Rita Lima |
Date Deposited: | 12 Apr 2016 09:24 |
Last Modified: | 12 Oct 2019 08:42 |
References: | Anghion P. e Howitt P. (1998), Endogeneous Growth Theory, Cambridge MA; MIT Press Arbia, G e Piras, G. (2005). Convergence in Per-capita GDP across European Regions using Panel Data Models Extended to Spatial Autocorrelation Effects. ISAE Working Paper No. 51. Available at SSRN: http://ssrn.com/abstract=936327. Arellano, M. e Bond S. (1998), Dynamic panel data estimation using DPD98 for Gauss: A guide for users. Mimeo. Available at ftp://ftp.cemfi.es/pdf/papers/ma/dpd98.pdf Arellano, M. e Bover O. (1995), Another look at the instrumental variable estimation of error-components models. Journal of Econometrics 68: 29–51 Arnone M.,Carta M., Provenzano V.(2014), Europe 2020 SI-LAB: A new center for economic and social development in Sicily, Advanced Engineering Forum Vol. 11 (2014) pp 47-52. Online available since 2014/Jun/06 at www.scientific.net Ascari G., Di Cosmo V. (2004) Determination of Total Factor Productivity in Italian Regions, Pavia: Università degli studi di Pavia - Dipartimento di economia politica e metodi quantitativi, Working Paper # 170 (12-04) Baici E., Casalone G. (2005) Has human capital accounted for regional economic growth in Italy? A panel analysis on the 1980-2001 period, SEMEQ Department - Faculty of Economics - University of Eastern Piedmont, Working Papers 101 Baltagi B.H. (1995), Econometric analysis of panel data, Wiley Barro R. (1997), Determinants of economic growth: A cross-country empirical study, Cambridge, MA; MIT Press Becker, G. S., (1993). Human Capital. III ed. University of Chicago Press. Chicago. Birkinshaw, J. (2014) Do we stil need managers?, Business Strategy Review, 2 Jun 2014 DOI: 101111/j.1467-8616.2014.01042X- London Business School. Blundell, R., Dearden, L., Meghir, C. e Sianesi, B. (1999), Human Capital Investment: The Returns from Education and Training to the Individual, the Firm and the Economy, Fiscal Studies vol. 20, no. 1, pp. 1–2 Blundell, R., and S. Bond. 1998. Initial conditions and moment restrictions in dynamic panel data models. Journal of Econometrics 87: 115–14 Bollino, C.A., Polinori, P., (2007). Ricostruzione del valore aggiunto su scala comunale e percorsi di crescita a livello micro-territoriale: il caso del’’Umbria. Scienze Regionali 6, n°2, 35-73. Bond, S & Windmeijer, F. (2002), Projection Estimators for Autoregressive Panel Data Models, Econometrics Journal, vol 5(2)., pp. 457 – 479 Bond, S, Bowsher, C & Windmeijer, F. (2001), Criterion-based inference for GMM in autoregressive panel data models, Economics Letters, vol 73(3)., pp. 379 – 388 Bugamelli M., Cannari L., Lotti F. e Magri S., 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. Cammelli A., (2006) Le lauree scientifiche e tecnologiche: dall'accesso all'Università alla prova del mercato del lavoro, www.almalaurea.it/.../lauree_scientifiche/lauree_scientifiche.pdf Cannari L., Bronzini R. e Magnani M., (2011), Economic integration between the Mezzogiorno and the Centre North, Workshop and Conferences 9, Bank of Italy, Economic Research and International Relations Area. Ciccone A. (2004), “Human Capital as a Factor of Growth and Employment at the Regional level: The Case of Italy”, Report for the European Commission, DG for Employment and Social Affairs, Brussels. Cipollone P., Montanaro P. e Sestito P. (2010), L’istruzione, in Banca d’Italia (2010), Il Mezzogiorno e la politica economica dell’Italia, Seminari e convegni, n. 4, file:///D:/ciclo/4_volume_mezzogiorno_2010_banca%20d'italia.pdf Commissione Europea (2005), Territorial state and perspectives of the European Union, Scoping document and summary of political messages, http://www.eu2005.lu/en/actualites/documents_travail/2005/05/20regio/Min_DOC_1_fin.pdf Dagum C., Vittadini G., Lovaglio P e Costa M. (2003), A Multiequational Recursive model of human capital, income and wealth of households with application, 2003 Proceedings of the American Statistical Association, Business and Economic statistics Section [CD-ROM], Alexandria, VA: American Statistical Association Daniele V., Malanima P. (2011), Il divario Nord-Sud in Italia. 1861-2011, Rubbettino Del Monte A. (2000), “Diffusione dell’ITC e sviluppo del Mezzogiorno”, XXVI Convegno dell’Industria, Palermo, 27-28 settembre Denison, E. E . (1962),The sources of economic growth in the U.S. and the alternatives before us, Supplementary Paper No. 13. New York Committee for Economic Development —— (1979), Accounting for slower economic growth. Washington, DC: Brookings Institution European Commission (2015), Innovation Union Scoreboard 2014, http://ec.europa.eu/enterprise/policies/innovation/policy/innovation-scoreboard/index_en.htm Gong G. e KELLER W., “Convergence and polarization in global income levels: a review of recent results on the role of international technology diffusion”, Research Policy, vol. 32, n. 6, 2003. Greene W.H. (1997), Econometric Analysis, Prentice Hall Grossman G.M e Helpman E., (1991), Innovation and Growth in the Global Economy, Cambridge: MIT Press Guagnini M., Mussida C. (2009), Popolazione, istruzione e sviluppo economico. Un’analisi provinciale, regionale, Associazione Italiana di Scienze Regionali (AISRe), XXX Conferenza scientifica annuale AISRe, Firenze, 9-11 settembre 2009. Hanushek E.A., (2001), Deconstructing RAND, www.educationnext.org/2001sp/65.html Howitt, P. (2000), Endogenous Growth and Cross-Country Income Differences, American Economic Review, 90(4): 829-846. Iammarino S. (2001), “Sviluppo e diffusione dell’ITC: L’Italia negli Anni novanta”, Studi e Note di Economia, 2: 13-44. ISTAT (2011), Migrazioni internazionali e interne della popolazione residente; http://www.istat.it/it/files/2012/12/Migrazioni_popolazione-residente.pdf ISTAT (2014), Noi Italia. 100 statistiche per capire il Paese in cui viviamo, http://noi-italia2014.istat.it/ Jones C. I. (1995), R&D-Based Models of Economic Growth, Journal of Political Economy, August, 103 (4), 759–784. Lucas R. E. (1988), On the Mechanics of Economic Development, Journal of Monetary Economics 22: 3–42 Lynch L. M. (2004), Reorienting training policies to meet the challenger of information and communication technologies, in Paganetto (a cura di) Knowledge economy, information technologies and growth, Ashgate Publishing Company, Aldershot, England. Martin R. (2012), Regional economic resilience, hysteresis and recessionary shocks, Journal of Economic Geography, 12, 1: 1-32. Mazzola F., Musolino D. e Provenzano V., (2014) Reti, nuovi settori e sostenibilità. Prospettive per l’analisi e le politiche regionali, Franco Angeli OECD (2013), Supporting Investment in Knowledge Capital, Growth and Innovation OCSE (2014), Education at a Glance Ofria F. (2007) Sulle cause della crescita della produttività del lavoro: una verifica empirica dell’approccio Kaldor-Verdoorn per il Centronord e il Mezzogiorno d’Italia, Associazione Italiana di Scienze Regionali (AISRe), XXVIII Conferenza scientifica annuale AISRe, Firenze, Bolzano, 26-28 Settembre 2007. Palma D., Coletta G. e Zini A., (2003), Effetti del cambiamento tecnologico sullo sviluppo economico: un'analisi econometrica "panel" sui sei maggiori paesi OCSE.; Energia, ambiente e innovazione issue: 6, volume: 49 Papagni E. (1995), Sviluppo duale e progresso tecnico nell'economia italiana, Franco Angeli Romer, P. M. (1986), Increasing Returns and Long-Run Growth, Journal of Political Economy 94 (October): 1002–1037. ——. (1987), Growth Based on Increasing Returns Due to Specialization, American Economic Review 77, no. 2: 56–62. Scoppa V. (2009), The Quality of Human and Physical Capital and Technological Gaps across Italian Regions, MPRA Paper No. 15740, posted 16. June 2009 00:34 UTC, http://mpra.ub.uni-muenchen.de/15740/ Sianesi, B. e Van Reenen J. (2003), The Returns to Education: Macroeconomics, Journal of Econic Survey,Volume 17, Issue 2, April 2003 Pages 157–200 Schultz, T.W., (1961), Investment in Human Capital, American Economic Review, 51, 1-17 Solow R. M. (1957), Technical Change and the Aggregate Production Function, Review of Economics and Statistics 39 (August): 312–320 ——. (1999), Monopolistic competition and macroeconomic theory, Cambridge University Press, Cambridge. Svimez (2004), Rapporto 2003 sull’economia del Mezzogiorno, Bologna, Il Mulino. Svimez (2014), Rapporto 2003 sull’economia del Mezzogiorno, Bologna, Il Mulino. Taylor J. (2003), “Spatial disparities in economic performance: the key role of human capital”, Italian Journal of Regional Science, 2(2): 5-27 Visco I. (2014), Convegno biennale del Centro Studi della Confindustria “Il capitale sociale: la forza del Paese”, Bari 29/03/2014 Vittadini, G., Lovaglio, P.G. (2001), The Estimate of Latent Variables in a Structural Model: an alternative Approach to PLS. In PLS and Related Methods. Proceedings of the PLS International Symposium. CISIA CERESTA, Montreuil, France, 423-434. Wößmann L. (2003), Specifying Human Capital, Journal of Economic Surveys, 17(3), 239-70. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/70539 |