Acta Univ. Agric. Silvic. Mendelianae Brun. 2020, 68(1), 181-188 | DOI: 10.11118/actaun202068010181

Knowledge-intensive Specialisation and Total Factor Productivity (TFP) in the EU Regional Scope

Tomasz Kijek, Anna Matras-Bolibok
Department of Microeconomics and Applied Economics, Institute of Economics and Finance, Faculty of Economics, Maria Curie-Sklodowska University, Plac Marii Curie-Skłodowskiej 5, 20-031 Lublin, Poland

The aim of the paper is to assess the impact of knowledge-intensive specialisation on Total Factor Productivity (TFP) in the EU regional scope. To calculate TFP defined as the aggregated output-input ratio, we employ the multiplicatively-complete Färe-Primont index as it satisfies all economically-relevant axioms and tests from the index number theory. The knowledge intensive specialisation of EU regions is captured by the statistics on high-tech industry and knowledge-intensive services, i.e. the employment in high-tech sectors as a percentage of total employment (HTS). The research sample consists of 248 EU regions at NUTS 2 level. The key findings of the study indicate that the employment in high-tech manufacturing and knowledge-intensive services is not distributed uniformly in the EU regional space. Similarly, TFP also varies substantially across the EU regions. Moreover, the results of the research model estimation show that specialisation in high-tech manufacturing and knowledge-intensive services directly affects regional TFP. The main implication of our analysis for the policymakers is to explore and support knowledge-intensive specialisation patterns, that should be built upon existing regional technological competencies and human capital endowment according to the smart specialisation strategies approach.

Keywords: regional specialisation, knowledge-intensive specialisation, TFP, productivity, innovation, regional policy, Färe-Primont index, EU regions
Grants and funding:

The project was financed by National Science Centre, Poland on the basis of decision number 2017/27/B/HS4/00893.

Received: June 3, 2019; Accepted: December 6, 2019; Published: February 27, 2020  Show citation

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Kijek, T., & Matras-Bolibok, A. (2020). Knowledge-intensive Specialisation and Total Factor Productivity (TFP) in the EU Regional Scope. Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis68(1), 181-188. doi: 10.11118/actaun202068010181
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References

  1. BEUGELSDIJK, S., KLASING, M. J. and MILIONIS, P. 2018. Regional economic development in Europe: the role of total factor productivity. Regional Studies, 52(4): 461-476. DOI: 10.1080/00343404.2017.1334118 Go to original source...
  2. BOSCHMA, R.A., MINONDO, A. and NAVARRO, M. 2012. Related variety and regional growth in Spain. Papers in Regional Science, 91(2): 241-256. Go to original source...
  3. BRIEC, W., KERSTENS, K., PRIOR, D. and VAN DE WOESTYNE, I. 2018. Testing general and special Färe-Primont indices: A proposal for public and private sector synthetic indices of European regional expenditures and tourism. European Journal of Operational Research, 271: 756-768. DOI: 10.1016/j.ejor.2018.05.020 Go to original source...
  4. DEL GATTO, M., DI LIBERTO, A. and PETRAGLIA, C. 2011. Measuring Productivity. Journal of Economic Surveys, 25(5): 952-1008. DOI: 10.1111/j.1467-6419.2009.00620.x Go to original source...
  5. DETTORI, B., MARROCU, E. and PACI, R. 2012. Total factor productivity, intangible assets and spatial dependence in the European regions. Regional Studies, Taylor & Francis Journals, 46(10): 1401-1416. Go to original source...
  6. DI LIBERTO, A. and USAI, S. 2013. TFP Convergence Across European Regions: A Comparative Spatial Dynamics Analysis. In: CRESCENZI, R. and PERCOCO, M. (Eds.). Geography, Institutions and Regional Economic Performance. Advances in Spatial Science. The Regional Science Series. Berlin, Heidelberg: Springer. Go to original source...
  7. ELHORST, J. P. 2010. Applied spatial econometrics: Raising the bar. Spatial Economic Analysis, 5(1): 9-28. DOI: 10.1080/17421770903541772 Go to original source...
  8. EUROPEAN COMMISSION. 2010. Europe 2020: A strategy for smart, sustainable and inclusive growth. COM(2010) 2020 final. Brussels: EC.
  9. EASTERLY, W. and LEVINE, R. 2001. It's Not Factor Accumulation: Stylized Facts and Growth Models. The World Bank Economic Review, 15(2): 177-219. DOI: 10.1093/wber/15.2.177 Go to original source...
  10. ENFLO, K. and HJERTSTRAND, P. 2006. Relative sources of European regional productivity convergence: A bootstrap frontier approach. Working Papers 2006:17. Lund University, Department of Economics.
  11. EVANGELISTA, R., MELICIANI, V. and VEZZANI, A. 2015. The Specialisation of EU Regions in Fast Growing and Key Enabling Technologies. JRC Technical Report, EUR 27524 EN. European Commission.
  12. FORAY, D. 2014. Smart Specialisation: Opportunities and Challenges for Regional Innovation Policy. New York: Routledge. Go to original source...
  13. FORAY, D., DAVID, P. and HALL, B. H. 2011. Smart specialisation: from academic idea to political instrument, the surprising career of a concept and the difficulties involved in its implementation, MTEI Working Paper. École Polytechnique Fédérale de Lausanne.
  14. FRENKEN, K., VAN OORT, F. G. and VERBURG, T. 2007. Related variety, unrelated variety and regional economic growth, Regional Studies, 41(5): 685-697. DOI: 10.1080/00343400601120296 Go to original source...
  15. GEHRINGER, A., MARTÍNEZ-ZARZOSO, I. and NOWAK-LEHMANN DANZINGER, F. 2014. TFP estimation and productivity drivers in the European Union. CEGE Discussion Papers, No. 189. University of Göttingen, Center for European, Governance and Economic Development Research (CEGE). Go to original source...
  16. GONZÁLEZ-LÓPEZ, M., ASHEIM, B. and DEL CARMEN SÁNCHEZ CARREIRA, M. 2019. New insights on regional innovation policies, Innovation. The European Journal of Social Science Research, 32(1): 1-7. DOI: 10.1080/13511610.2018.1537121 Go to original source...
  17. GRILLITSCH, M., ASHEIM, B. and TRIPPL, M. 2018. Unrelated knowledge combinations: the unexplored potential for regional industrial path development. Cambridge Journal of Regions, Economy and Society, 11: 257-274. DOI: 10.1093/cjres/rsy012 Go to original source...
  18. GROSSMAN, G. and HELPMAN, E. 1991. Innovation and Growth in a Global Economy. Cambridge: MIT Press.
  19. IAMMARINO, S., RODRÍGUEZ-POSE, A. and STORPER, M. 2017. Why Regional Development matters for Europe's Economic Future. Working Papers 07/2017 of the Directorate-General for Regional and Urban Policy. Luxembourg: Publications Office of the European Union.
  20. INTERNATIONAL MONETARY FUND. 2018. Spain. Selected Issues. IMF Country Report No. 18/331. Washington: IMF. Go to original source...
  21. JUNG, J. and LÓPEZ-BAZO, E. 2017. Factor Accumulation, Externalities and Absorptive Capacity in Regional Growth: Evidence from Europe. Journal of Regional Science, 57(2): 266-289. DOI: 10.1111/jors.12304 Go to original source...
  22. JUNGMITTAG, A. 2004. Innovations, technological specialisation and economic growth in the EU, International Economics and Economic Policy, 1: 247-273. DOI: 10.1007/s10368-004-0018-5 Go to original source...
  23. KEMENY, T. and STORPER, M. 2015. Is specialisation good for regional economic development? Regional Studies, 49: 100-1018. DOI: 10.1080/00343404.2014.899691 Go to original source...
  24. KIJEK, A. and KIJEK, T. 2019. Knowledge Spillovers: An Evidence from The European Regions. Journal of Open Innovation: Technology, Market, and Complexity, 5(3): 68. DOI: 10.3390/joitmc5030068 Go to original source...
  25. KRUGMAN, P. 1998. What's New about the New Economic Geography? Oxford Review of Economic Policy, 14(2): 7-17. DOI: 10.1093/oxrep/14.2.7 Go to original source...
  26. MARROCU, E., PACI R. and USAI, S. 2013. Productivity Growth in the Old and New Europe: the Role of Agglomeration Externalities. Journal of Regional Science, 53(3): 418-442. DOI: 10.1111/jors.12000 Go to original source...
  27. MARSHALL, A. 1920. Principles of Economics: An Introductory Volume. London: Macmillan.
  28. McCANN, P. and ORTEGA-ARGILÉS, R. 2015. Smart Specialisation, Regional Growth and Applications to European Union Cohesion Policy. Regional Studies, 49(8): 1291-1302. DOI: 10.1080/00343404.2013.799769 Go to original source...
  29. MELICIANI V. and SAVONA, M. 2015. The determinants of regional specialisation in business services: agglomeration economies, vertical linkages and innovation. Journal of Economic Geography, 15(2): 387-416. DOI: 10.1093/jeg/lbt038 Go to original source...
  30. MIDELFART-KNARVIK, K., OVERMAN, H. and VENABLES, A. 2000. Comparative advantage and economic geography; estimating the determinants of industrial location in the EU. CEPR Discussion Paper No. 2618. CEPR.
  31. MORA, T. and MORENO, R. 2010. Specialisation changes in European regions: the role played by externalities across regions. Journal of Geographical Systems, 12: 311-334. DOI: 10.1007/s10109-009-0098-4 Go to original source...
  32. MORENO, R., PACI, R., and USAI, S. 2005. Spatial Spillovers and Innovation Activity in European Regions. Environment and Planning A: Economy and Space, 37(10): 1793-1812. DOI: 10.1068/a37341 Go to original source...
  33. O'DONNELL, C. J. 2011. DPIN 3.0. A program for decomposing productivity index numbers. Australia, Queensland: University of Queensland.
  34. OTTAVIANO, G. and THISSE, J. F. 2004. Agglomeration and economic geography. In: HENDERSON, V. and THISSE, J. F. (Eds.). Handbook of Regional and Urban Economics. Volume 4, Cities and Geography. North Holland. Go to original source...
  35. PIRAS, G., POSTIGLIONE, P. and AROCA, P. 2012. Specialization, R&D and productivity growth: evidence from EU regions. The Annals of Regional Science, 49(1): 35-51. DOI: 10.1007/s00168-010-0424-2 Go to original source...
  36. ROMER, P. M. 1990. Endogenous technological change. Journal of Political Economy, 98: S71-S102. DOI: 10.1086/261725 Go to original source...
  37. SALINAS-JIMÉNEZ, M. 2003. Efficiency and TFP Growth in the Spanish Regions: The Role of Human and Public Capital. Growth and Change, 34(2): 157-174. DOI: 10.1111/1468-2257.00212 Go to original source...
  38. VAN BIESEBROECK, J. 2007. Robustness of productivity estimates. Journal of Industrial Economics, 55(3): 529-569. DOI: 10.1111/j.1467-6451.2007.00322.x Go to original source...
  39. VAN BEVEREN, I. 2012. Total factor productivity estimation: A practical review. Journal of economic surveys, 26(1): 98-128. DOI: 10.1111/j.1467-6419.2010.00631.x Go to original source...
  40. VON HIPPEL, E. 1994. "Sticky Information" and the Locus of Problem Solving: Implications for Innovation. Management Science, 40(4): 429-439. DOI: 10.1287/mnsc.40.4.429 Go to original source...

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