Skip to main content

Higher Education, Human Capital, and Regional Dynamics in Southern Europe

  • Chapter
  • First Online:
Regional Upgrading in Southern Europe

Part of the book series: Advances in Spatial Science ((ADVSPATIAL))

Abstract

Although the term “human capital” has remote historical roots, being already widespread in the writings of the founding fathers of economic analysis, it was during the second half of the twentieth century that an increasing debate around human capital emerged among scholars. The increasing relevance of human capital for economic growth was also associated with the role of technology and its impact in enhancing the demand for more and better qualified workers. However, the capacity of societies to take advantage of those investments has been found to be more complex and uncertain than it was initially portrayed. A more recent line of research started recognizing the potential role of human capital also at the regional level. In this chapter we aim at understanding the role of human capital on regional convergence for Southern Europe countries, with particular emphasis in recent empirical studies. We discuss the role of human capital in the framework of growth convergence theories and the issue of human capital migration as a potential factor influencing regional disparities in Europe. Then we focus on an important component of human capital formation—the role of higher education institutions at the regional level and we review the empirical findings on these issues in the context of Southern Europe (Greece, Italy, Portugal, and Spain). Finally we provide a brief exploratory analysis of the potential association between the education of the population and the GDP per capita at the regional-level for those four countries.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 119.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 159.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 159.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Notes

  1. 1.

    This corresponds to the concept of “conditional convergence”. Unconditional convergence, instead, occurs whenever all countries/regions converge to the same level of GDP per capita, independently of their initial structural conditions. Closer to the “conditional convergence” definition is that of “club convergence”. It is associated with multiple equilibrium values of GDP per capita to which countries will converge, depending on their initial conditions.

  2. 2.

    Similar results about the importance of migration and human capital in generating regional inequalities are shown in Duranton and Monastiriotis (2002), Overman and Puga (2002) and Faggian and McCann (2009).

  3. 3.

    For recent reviews on the effects of Higher Education Institutions in the Industry, see Casper (2013) and Perkmann et al. (2013).

  4. 4.

    Some authors deal instead with the relationship between human capital and growth (e.g., Asteriou and Agiomirgianakis 2001; Tsamadias and Prontzas 2012).

  5. 5.

    The EUMIDA Project (EUMIDA 2010) was carried out under the European Commission (Directorate General [DG] Research, DG Education and Culture, and EUROSTAT). Data collections were performed at the country level and included 1518 public and 931 private HEIs in the academic year of 2008/09. Data cover HEIs from 27 countries: the European Union member states (excluding Croatia, Denmark and France) plus Norway and Switzerland. The dataset includes information on the regions where each HEI is located. However, only the total number of enrolled students is provided, and this number is not divided by regions. Therefore, for institutions present in multiple regions, we cannot distinguish the actual number of enrolled students per region. For simplicity, we assume that the number of students is equally divided between the different regions, though we will bear in mind possible implications of this assumption. The weight of the private sectors varies significantly between the different countries in our analysis, being very small in Greece and much more significant in Portugal. Removing the private sector will result in a bias favoring the less developed regions, since it is documented that private institutions are usually located in the richest regions of the country (Teixeira et al. 2014).

  6. 6.

    The global significance tests for the regression yielded p = 0.748 for Spain; p = 0.611 for Greece, p = 0.695 for Italy and p = 0.855 for Portugal.

  7. 7.

    Table 14.2 in the Appendix shows the sensitivity of the results towards the presence of certain regions.

References

  • Abel J, Deitz R (2012) Do colleges and universities increase their region’s human capital? J Econ Geogr 12:667–691

    Article  Google Scholar 

  • Acosta M, Coronado D, Flores E (2011) University spillovers and new business location in high-technology sectors: Spanish evidence. Small Bus Econ 36:365–376

    Article  Google Scholar 

  • Andersson R, Quigley J, Wilhelmsson M (2004) University decentralization as regional policy: the Swedish experiment. J Econ Geogr 4:371–388

    Article  Google Scholar 

  • Andersson R, Quigley J, Wilhelmsson M (2009) Urbanization productivity and innovation: evidence from investment in higher education. J Urban Econ 66:2–15

    Article  Google Scholar 

  • Anselin L (1988) Model validation in spatial econometrics: a review and evaluation of alternative approaches. Int Reg Sci Rev 11(3):279–316

    Article  Google Scholar 

  • Anselin L, Varga A, Acs Z (1997) Local geographic spillovers between university research and high technology innovations. J Urban Econ 42:422–448

    Article  Google Scholar 

  • Arena P, Button K, Lall S (2000) Do regional economies converge? Int Adv Econ Res 6(1):1–14

    Article  Google Scholar 

  • Arrow K (1962) Economic welfare and the allocation of resources for invention. In: Nelson R (ed) The rate and direction of inventive activity. Princeton University Press, Princeton

    Google Scholar 

  • Asteriou D, Agiomirgianakis G (2001) Human capital and economic growth: time series evidence from Greece. J Policy Model 23:481–489

    Article  Google Scholar 

  • Audretsch D, Lehmann E, Warning S (2005) University spillovers and new firm location. Res Policy 34:1113–1122

    Article  Google Scholar 

  • Badinger H, Tondl G (2003) Trade, human capital, and innovation: the engines of European regional growth in the 90s. In: Fingleton B (ed) European regional growth: advances in spatial science. Springer, Berlin, pp 215–239

    Chapter  Google Scholar 

  • Baptista R, Mendonça J (2010) Proximity to knowledge sources and the location of knowledge-based start-ups. Ann Reg Sci 45:5–29

    Article  Google Scholar 

  • Baptista R, Lima F, Mendonça J (2011) Establishment of higher education institutions and new firm entry. Res Policy 40:751–760

    Article  Google Scholar 

  • Barrio-Castro T, García-Quevedo J (2005) Effects of university research on the geography of innovation. Reg Stud 39(9):1217–1229

    Article  Google Scholar 

  • Bartel A, Lichtenberg F (1987) The comparative advantage of educated workers in implementing new technology. Rev Econ Stat 69(1):1–11

    Article  Google Scholar 

  • Bartkowska M, Riedl A (2012) Regional convergence clubs in Europe: identification and conditioning factors. Econ Model 29:22–31

    Article  Google Scholar 

  • Basile R (2008) Regional economic growth in Europe: a semiparametric spatial dependence approach. Pap Reg Sci 87(4):527–544

    Article  Google Scholar 

  • Baumont C, Ertur C, Le Gallo G (2003) Spatial convergence clubs and the European growth process, 1980–1995. In: Fingleton B (ed) European regional growth: advances in spatial science. Springer, Berlin, pp 131–158

    Chapter  Google Scholar 

  • Benos K, Karagiannis S (2013) Do cross-section dependence and parameter heterogeneity matter? Evidence on human capital and productivity in Greece. MPRA Working Paper No. 53326

    Google Scholar 

  • Capasso S, Carillo M, Siano R (2012) Migration flows, structural change and growth convergence: a panel data analysis of the Italian regions. Manch Sch 80(4):468–498

    Article  Google Scholar 

  • Cardoso C, Pentecost E (2011a) Regional growth and convergence: the role of human capital in the Portuguese regions. Loughborough University Department of Economics Discussion Paper Series 2011-03

    Google Scholar 

  • Cardoso C, Pentecost E (2011b) Human capital and spatial heterogeneity in the Iberian countries’ regional growth and convergence. Loughborough University Department of Economics Discussion Paper Series 2011-04

    Google Scholar 

  • Casper S (2013) The spill-over theory reversed: the impact of regional economies on the commercialization of university science. Res Policy 42:1313–1324

    Article  Google Scholar 

  • Chatterton P, Goddard J (2000) The response of higher education institutions to regional needs. Eur J Educ 35(4):475–496

    Article  Google Scholar 

  • Ciccone A (2004) Human capital as a factor of growth and employment at the regional level: the case of Italy. Final Report, Universitat Pompeu Fabra and CEPR

    Google Scholar 

  • Colombo M, D’Adda M, Piva E (2010) The contribution of university research to the growth of academic start-ups: an empirical analysis. J Technol Transfer 35:113–140

    Article  Google Scholar 

  • Coniglio N, Prota F (2008) Human capital accumulation and migration in a peripheral EU region: the case of Basilicata. Pap Reg Sci 87(1):78–95

    Article  Google Scholar 

  • Dall’erba S (2005a) Distribution of regional income and regional funds in Europe 1989–1999: an exploratory spatial data analysis. Ann Reg Sci 39:121–148

    Article  Google Scholar 

  • Dall’erba S (2005b) Productivity convergence and spatial dependence among Spanish regions. J Geogr Sys 7:207–227

    Article  Google Scholar 

  • Dall’erba S, Le Gallo J (2008) Regional convergence and the impact of European structural funds over 1989–1999: a spatial econometric analysis. Pap Reg Sci 87(2):219–244

    Article  Google Scholar 

  • De la Fuente A, Vives X (1995) Infrastructure and education as instruments of regional policy: evidence from Spain. Econ Policy 10(20):11–51

    Article  Google Scholar 

  • DiGiacinto V, Nuzzo G (2006) Explaining labour productivity differentials across Italian regions: the role of socio-economic structure and factor endowments. Pap Reg Sci 85(2):299–320

    Article  Google Scholar 

  • Duranton G, Monastiriotis V (2002) Mind the gaps: the evolution of regional earnings inequalities in the U.K., 1982–1997. J Reg Sci 42(2):219–256

    Article  Google Scholar 

  • Etzkowitz H, Leydesdorff L (1997) Introduction: universities in the global knowledge economy. In: Etzkowitz H, Leydesdorff L (eds) Universities and the global knowledge economy: a triple helix of university-industry-government relations. Pinter, London, pp 1–8

    Google Scholar 

  • Etzo I (2008) Internal migration and growth in Italy. MPRA Working Paper No. 8642

    Google Scholar 

  • Etzo I (2011) The determinants of the recent interregional migration flows in Italy: a panel data analysis. J Reg Sci 51(5):948–966

    Article  Google Scholar 

  • EUMIDA (2010) Final study report. Available at http://ec.europa.eu/research/era/docs/en/eumida-final-report.pdf. Accessed 23 Oct 2013

  • Faggian A, McCann P (2009) Human capital graduate migration and innovation in British regions. Camb J Econ 33:317–333

    Article  Google Scholar 

  • Felice E (2012) Regional convergence in Italy, 1891–2001: testing human and social capital. Cliometrica 6:267–306

    Article  Google Scholar 

  • Fingleton B, McCombie J (1998) Increasing returns and economic growth: some evidence for manufacturing from the European union regions. Oxf Econ Pap 50:89–105

    Article  Google Scholar 

  • Fischer M, Varga A (2003) Spatial knowledge spillovers and university research: evidence from Austria. Ann Reg Sci 37:303–322

    Article  Google Scholar 

  • Franco M, Haase H, Lautenschlager A (2010) Do universities impact regional employment? A cross-regional comparison of migration effects. Actual Probl Econ 7(109):301–312

    Google Scholar 

  • Goldin C, Katz L (1998) The origins of state-level differences in the public provision of higher education: 1890–1940. Am Econ Rev 88(2):303–308

    Google Scholar 

  • Goldstein H, Drucker G (2006) The economic development impacts of universities on regions: do size and distance matter? Econ Dev Q 20(1):22–43

    Article  Google Scholar 

  • Gunasekara C (2006) The generative and developmental roles of universities in regional innovation systems. Sci Public Policy 33(2):137–150

    Article  Google Scholar 

  • Hierro M, Maza A (2010) Per capita income convergence and internal migration in Spain: are foreign-born migrants playing an important role? Pap Reg Sci 89(1):90–107

    Article  Google Scholar 

  • Huber P, Tondl G (2012) Migration and regional convergence in the European union. Empirica 39:439–460

    Article  Google Scholar 

  • Huggins R, Johnston A, Steffenson R (2008) Universities, knowledge networks and regional policy. Camb J Reg Econ Soc 1:321–340

    Article  Google Scholar 

  • Johnson H (1965) The economics of the “brain drain”: the Canadian case. Minerva 3(3):299–311

    Article  Google Scholar 

  • Justman M, Thisse J (1997) Implications of the mobility of skilled labor for local public funding of higher education. Econ Lett 55:409–412

    Article  Google Scholar 

  • Kitagawa F (2004) Universities and regional advantage: higher education and innovation policies in English regions. Eur Plan Stud 12(6):835–852

    Article  Google Scholar 

  • Lindelof P, Lofsten H (2004) Proximity as a resource base for competitive advantage: university-industry links for technology transfer. J Technol Transfer 29:311–326

    Article  Google Scholar 

  • Link A, Rees J (1990) Firm size, university based research and returns to R&D. Small Bus Econ 2:25–32

    Article  Google Scholar 

  • Lopéz-Bazo E, Vaya E, Mora A, Suriñach J (1999) Regional economic dynamics and convergence in the European union. Ann Reg Sci 33:343–370

    Article  Google Scholar 

  • Maffezzoli M (2006) Convergence across Italian regions and role of technological catch-up. Top Macroecon 6(1), Article 15

    Google Scholar 

  • Manca F (2012) Human capital composition and economic growth at the regional level. Reg Stud 46(10):1367–1388

    Article  Google Scholar 

  • Mankiw G, Romer D, Weil D (1992) A contribution to the empirics of economic growth. Q J Econ 107(2):407–437

    Article  Google Scholar 

  • Martin R, Sunley P (1998) Slow convergence? The new endogenous growth theory and regional development. Econ Geogr 74(3):201–227

    Article  Google Scholar 

  • Maza A (2006) Migrations and regional convergence: the case of Spain. Jahrbuch fur Regionalwissenschaft 26:191–202

    Article  Google Scholar 

  • Moreno R, Theran B (1997) Location and the growth of nations. J Econ Growth 2:399–418

    Article  Google Scholar 

  • Nelson R (1959) The simple economics of basic scientific research. J Polit Econ 67:297–306

    Article  Google Scholar 

  • Neven D, Gouyette C (1995) Regional Convergence in the European Community. J Common Mark Stud 33(1):47–65

    Google Scholar 

  • Overman H, Puga D (2002) Unemployment clusters across Europe’s regions and countries. Econ Policy 17(34):115–148

    Article  Google Scholar 

  • Paci R, Saba A (1998) The empirics of regional economic growth in Italy: 1951–1993. CRENos Working Paper

    Google Scholar 

  • Perkmann M, Tartari V, McKelvey M, Autio E, Brostrom A, D’Este P, Fini R, Geuna A, Grimaldi R, Hughes A, Krabel S, Kitson M, Llerena P, Lissoni F, Salter A, Sobrero M (2013) Academic engagement and commercialisation: a review of the literature on university–industry relations. Res Policy 42:423–442

    Article  Google Scholar 

  • Petrakos G, Artelaris G (2008) Regional inequalities in Greece. In: Coccossis H, Psycharis Y (eds) Regional analysis and policy: the Greek experience. Springer, Heidelberg, pp 121–140

    Chapter  Google Scholar 

  • Petrakos G, Saratsis Y (2000) Regional inequalities in Greece. Pap Reg Sci 79:57–74

    Article  Google Scholar 

  • Piergiovanni R, Santarelli E, Vivarelli M (1997) From which source do small firms derive their innovative inputs? Some evidence from Italian industry. Rev Ind Organ 12:243–258

    Article  Google Scholar 

  • Pinheiro R, Benneworth P, Jones GA (eds) (2012) Universities and regional development: a critical assessment of tensions and contradictions. Routledge, Milton Park

    Google Scholar 

  • Piras R (2013) Can the augmented solow model with migration explain the Italian internal brain drain? Labour 27(2):140–163

    Article  Google Scholar 

  • Ponds R, van Oort R, Frenken K (2010) Innovation, spillovers and university-industry collaboration: an extended knowledge production function approach. J Econ Geogr 10:231–255

    Article  Google Scholar 

  • Quah D (1996) Regional convergence clusters around Europe. Eur Econ Rev 40:951–958

    Article  Google Scholar 

  • Ramos R, Surinach J, Artis M (2011) Human capital spillovers, productivity and regional convergence in Spain. Pap Reg Sci 89(2):436–447

    Google Scholar 

  • Ramos R, Surinach J, Artis M (2012) Regional economic growth and human capital: the role of over-education. Reg Stud 46(10):1389–1400

    Article  Google Scholar 

  • Raymond J, Garcia B (1996) Distribución regional de la renta y movimientos migratorios. Papeles de Economía Española 67:185–201

    Google Scholar 

  • Ritsila J, Ovaskainen M (2001) Migration and regional centralization of human capital. Appl Econ 33(3):317–325

    Article  Google Scholar 

  • Rodriguez-Pose A, Fratesi U (2004) Between development and social policies: the impact of European structural funds in objective 1 regions. Reg Stud 38(1):97–113

    Article  Google Scholar 

  • Rodriguez-Pose A, Vilalta-Bufi M (2005) Education, migration, and job satisfaction: the regional returns of human capital in the EU. J Econ Geogr 5:545–566

    Article  Google Scholar 

  • Romer P (1990) Endogenous technological change. J Polit Econ 98(5):S71–S102

    Article  Google Scholar 

  • Schultz T (1993) The economic importance of human capital in modernization. Educ Econ 1(1):13–19

    Article  Google Scholar 

  • Stahlecker T, Koschatzky K (2004) On the significance of geographical proximity for the structure and development of newly founded knowledge intensive business service firms. Working Papers Firms and Regions, No. R2/2004. Fraunhofer Institute

    Google Scholar 

  • Suedekum J (2005) The pitfalls of regional education policy. FinaznzArchiv 61(3):327–352

    Article  Google Scholar 

  • Summers R, Heston A (1988) A new set of international comparisons of real product and price level estimates for 130 countries, 1950–1985. Rev Income Wealth 34(1):1–25

    Article  Google Scholar 

  • Teixeira P (2005) The human capital revolution in economics. Hist Econ Ideas 13(2):129–148

    Google Scholar 

  • Teixeira P, Rocha V, Biscaia R, Cardoso M (2014) Policy changes, marketisation trends and spatial dispersion in European higher education: comparing public and private sectors. Camb J Reg Econ Soc 7(2):271–288

    Article  Google Scholar 

  • Tsamadias C, Prontzas P (2012) The effect of education on economic growth in Greece over the 1960–2000 period. Educ Econ 20(5):522–537

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Ricardo Biscaia .

Editor information

Editors and Affiliations

Appendix

Appendix

Table 14.2 Sensitivity of correlation coefficients to the inclusion of specific regions

Rights and permissions

Reprints and permissions

Copyright information

© 2017 Springer International Publishing AG

About this chapter

Cite this chapter

Biscaia, R., Teixeira, P., Rocha, V., Cardoso, M.F. (2017). Higher Education, Human Capital, and Regional Dynamics in Southern Europe. In: Fonseca, M., Fratesi, U. (eds) Regional Upgrading in Southern Europe. Advances in Spatial Science. Springer, Cham. https://doi.org/10.1007/978-3-319-49818-8_14

Download citation

Publish with us

Policies and ethics