IDEAS home Printed from https://ideas.repec.org/a/jes/journl/y2019v10p25-44.html
   My bibliography  Save this article

Regional knowledge production in Central and East European countries: R&D factor productivity and changes in performances

Author

Listed:
  • Mustafa Cem KIRANKABEŞ

    (Balıkesir University, Turkey)

  • Abdullah ERKUL

    (Balıkesir University, Turkey)

Abstract

In this paper, we analysed regional R&D productivities of Central and Eastern European (CEE) Countries. The regional knowledge production framework is utilized for a total of 52 NUTS-2 regions for the 2001-2012 period. Patent applications to the European Patent Office (EPO) are taken as the main output of R&D activities while input variables are total expenditure on R&D and total R&D personal and researchers. Applied productivity analysis based on Malmquist Index shows that total factor productivity (TFP) of knowledge production increased from 2001 to 2012 in all regions. Considering the whole period, although TFP has partially decreased partially after the 2008 crisis, the regions experienced capacity expansion. The main sources of the increase in TFP are found to be technological change and capacity expansion. Efficiency change, in contrast, is found to be negative in the majority of regions. Detailed performances are also illustrated with geographical information maps.

Suggested Citation

  • Mustafa Cem KIRANKABEŞ & Abdullah ERKUL, 2019. "Regional knowledge production in Central and East European countries: R&D factor productivity and changes in performances," Eastern Journal of European Studies, Centre for European Studies, Alexandru Ioan Cuza University, vol. 10, pages 25-44, June.
    • Handle: RePEc:jes:journl:y:2019:v:10:p:25-44
    as

    Download full text from publisher

    File URL: http://ejes.uaic.ro/articles/EJES2019_1001_KIR.pdf
    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. Kalirajan, K P & Shand, R T, 1999. "Frontier Production Functions and Technical Efficiency Measures," Journal of Economic Surveys, Wiley Blackwell, vol. 13(2), pages 149-172, April.
    3. Roberta Capello & Camilla Lenzi, 2015. "Knowledge, Innovation and Productivity Gains across European Regions," Regional Studies, Taylor & Francis Journals, vol. 49(11), pages 1788-1804, November.
    4. Kravtsova, Victoria & Radosevic, Slavo, 2012. "Are systems of innovation in Eastern Europe efficient?," Economic Systems, Elsevier, vol. 36(1), pages 109-126.
    5. Alessandro Muscio & Alasdair Reid & Lorena Rivera Leon, 2015. "An empirical test of the regional innovation paradox: can smart specialisation overcome the paradox in Central and Eastern Europe?," Journal of Economic Policy Reform, Taylor and Francis Journals, vol. 18(2), pages 153-171, April.
    6. Johanna Vogel, 2015. "The two faces of R&D and human capital: Evidence from Western European regions," Papers in Regional Science, Wiley Blackwell, vol. 94(3), pages 525-551, August.
    7. Anca DACHIN & Constantin POSTOIU, 2015. "Innovation and regional performance in Romania," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania - AGER, vol. 0(2(603), S), pages 55-64, Summer.
    8. Philip McCann & Raquel Ortega-Argil�s, 2015. "Smart Specialization, Regional Growth and Applications to European Union Cohesion Policy," Regional Studies, Taylor & Francis Journals, vol. 49(8), pages 1291-1302, August.
    9. Costis Hadjimichalis & Ray Hudson, 2014. "Contemporary Crisis Across Europe and the Crisis of Regional Development Theories," Regional Studies, Taylor & Francis Journals, vol. 48(1), pages 208-218, January.
    10. Kevin Cullinane & Dong-Wook Song & Tengfei Wang, 2005. "The Application of Mathematical Programming Approaches to Estimating Container Port Production Efficiency," Journal of Productivity Analysis, Springer, vol. 24(1), pages 73-92, September.
    11. Dariusz K Rosati, 2004. "The Impact of EU Enlargement on Economic Disparities in Central and Eastern Europe," Palgrave Macmillan Books, in: Michael A Landesmann & Dariusz K Rosati (ed.), Shaping the New Europe, chapter 11, pages 275-314, Palgrave Macmillan.
    12. Radosevic, Slavo, 2002. "Regional Innovation Systems in Central and Eastern Europe: Determinants, Organizers and Alignments," The Journal of Technology Transfer, Springer, vol. 27(1), pages 87-96, January.
    13. Radosevic, Slavo, 1999. "Transformation of science and technology systems into systems of innovation in central and eastern Europe: the emerging patterns and determinants," Structural Change and Economic Dynamics, Elsevier, vol. 10(3-4), pages 277-320, December.
    14. Bjurek, Hans, 1996. " The Malmquist Total Factor Productivity Index," Scandinavian Journal of Economics, Wiley Blackwell, vol. 98(2), pages 303-313, June.
    15. repec:agr:journl:v:2(602):y:2015:i:2(602):p:55-64 is not listed on IDEAS
    16. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    17. Daniele Archibugi & Andrea Filippetti, 2011. "Is the Economic Crisis Impairing Convergence in Innovation Performance across Europe?," Journal of Common Market Studies, Wiley Blackwell, vol. 49(6), pages 1153-1182, November.
    18. Michael Fritsch & Viktor Slavtchev, 2011. "Determinants of the Efficiency of Regional Innovation Systems," Regional Studies, Taylor & Francis Journals, vol. 45(7), pages 905-918.
    19. K. P. Kalirajan & R. T. Shand, 1999. "Frontier Production Functions and Technical Efficiency Measures," Journal of Economic Surveys, Wiley Blackwell, vol. 13(2), pages 149-172, April.
    20. Andres Rodriguez-Pose & Riccardo regstdcenzi, 2008. "Research and Development, Spillovers, Innovation Systems, and the Genesis of Regional Growth in Europe," Regional Studies, Taylor & Francis Journals, vol. 42(1), pages 51-67.
    21. Riccardo Crescenzi & Andrés Rodríguez-Pose, 2011. "Innovation and Regional Growth in the European Union," Advances in Spatial Science, Springer, number 978-3-642-17761-3, Fall.
    22. Marta Foddi & Stefano Usai, 2013. "Regional Knowledge Performance in Europe," Growth and Change, Wiley Blackwell, vol. 44(2), pages 258-286, June.
    23. David Bailey & Lisa De Propris, 2004. "A Bridge Too Phare? EU Pre‐Accession Aid and Capacity‐Building in the Candidate Countries," Journal of Common Market Studies, Wiley Blackwell, vol. 42(1), pages 77-98, February.
    24. Alessandro Muscio & Alasdair Reid & Lorena Rivera Leon, 2015. "An empirical test of the regional innovation paradox: can smart specialisation overcome the paradox in Central and Eastern Europe?," Journal of Economic Policy Reform, Taylor & Francis Journals, vol. 18(2), pages 153-171, June.
    25. Michael Fritsch, 2002. "Measuring the Quality of Regional Innovation Systems: A Knowledge Production Function Approach," International Regional Science Review, , vol. 25(1), pages 86-101, January.
    26. Caves, Douglas W & Christensen, Laurits R & Diewert, W Erwin, 1982. "The Economic Theory of Index Numbers and the Measurement of Input, Output, and Productivity," Econometrica, Econometric Society, vol. 50(6), pages 1393-1414, November.
    27. Oughton, Christine & Landabaso, Mikel & Morgan, Kevin, 2002. "The Regional Innovation Paradox: Innovation Policy and Industrial Policy," The Journal of Technology Transfer, Springer, vol. 27(1), pages 97-110, January.
    28. Kenneth I. Carlaw & Richard G. Lipsey, 2003. "Productivity, Technology and Economic Growth: What is the Relationship?," Journal of Economic Surveys, Wiley Blackwell, vol. 17(3), pages 457-495, July.
    29. Mikel Navarro & Juan José Gibaja & Beñat Bilbao-Osorio & Ricardo Aguado, 2009. "Patterns of Innovation in EU-25 Regions: A Typology and Policy Recommendations," Environment and Planning C, , vol. 27(5), pages 815-840, October.
    30. Robert Huggins & Piers Thompson (ed.), 2017. "Handbook of Regions and Competitiveness," Books, Edward Elgar Publishing, number 15784.
    31. Roberto Ezcurra & Belen Iraizoz & Pedro Pascual, 2009. "Total Factor Productivity, Efficiency, and Technological Change in the European Regions: A Nonparametric Approach," Environment and Planning A, , vol. 41(5), pages 1152-1170, May.
    32. Attila Varga & Dimitrios Pontikakis & George Chorafakis, 2014. "Metropolitan Edison and cosmopolitan Pasteur? Agglomeration and interregional research network effects on European R&D productivity," Journal of Economic Geography, Oxford University Press, vol. 14(2), pages 229-263.
    33. Margit Suurna & Rainer Kattel, 2010. "Europeanization of innovation policy in Central and Eastern Europe," Science and Public Policy, Oxford University Press, vol. 37(9), pages 646-664, November.
    34. Erik S. Reinert & Rainer Kattel & Margit Suurna, 2009. "Industrial Restructuring and Innovation Policy in Central and Eastern Europe since 1990," The Other Canon Foundation and Tallinn University of Technology Working Papers in Technology Governance and Economic Dynamics 23, TUT Ragnar Nurkse Department of Innovation and Governance.
    35. Todtling, Franz & Trippl, Michaela, 2005. "One size fits all?: Towards a differentiated regional innovation policy approach," Research Policy, Elsevier, vol. 34(8), pages 1203-1219, October.
    36. Jan Ženka & Josef Novotný & Pavel Csank, 2014. "Regional Competitiveness in Central European Countries: In Search of a Useful Conceptual Framework," European Planning Studies, Taylor & Francis Journals, vol. 22(1), pages 164-183, January.
    37. Battese, G E & Coelli, T J, 1995. "A Model for Technical Inefficiency Effects in a Stochastic Frontier Production Function for Panel Data," Empirical Economics, Springer, vol. 20(2), pages 325-332.
    38. Breandán Ó hUallacháin & Timothy F. Leslie, 2007. "Rethinking the regional knowledge production function," Journal of Economic Geography, Oxford University Press, vol. 7(6), pages 737-752, November.
    39. Nigel Pain & Dawn Holland, 1998. "The Diffusion Of Innovations In Central And Eastern Europe: A Study Of The Determinants And Impact O," National Institute of Economic and Social Research (NIESR) Discussion Papers 137, National Institute of Economic and Social Research.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Mariia Shkolnykova & Lasse Steffens & Jan Wedemeier, 2022. "Systems of Innovation in Central and Eastern European countries: Path of Economic Transition and Differences in Institutions," Bremen Papers on Economics & Innovation 2209, University of Bremen, Faculty of Business Studies and Economics.
    2. Cristian Incaltarau & Gabriela Carmen Pascariu & Neculai‐Cristian Surubaru, 2020. "Evaluating the Determinants of EU Funds Absorption across Old and New Member States – the Role of Administrative Capacity and Political Governance," Journal of Common Market Studies, Wiley Blackwell, vol. 58(4), pages 941-961, July.
    3. Julia von HANXLEDEN & Jan WEDEMEIER, 2019. "Development of metropolitan and non-metropolitan regions: growing disparities in the Europe of 28," Eastern Journal of European Studies, Centre for European Studies, Alexandru Ioan Cuza University, vol. 10, pages 163-174, December.
    4. Toma LANKAUSKIENE, 2019. "Productivity determinants and their contributions to productivity growth in the Baltic countries before and after their entry into the European Union: a comparative industrial perspective," Eastern Journal of European Studies, Centre for European Studies, Alexandru Ioan Cuza University, vol. 10, pages 63-88, December.

    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. Paul Vallance & Jiří Blažek & John Edwards & Viktor Květoň, 2018. "Smart specialisation in regions with less-developed research and innovation systems: A changing role for universities?," Environment and Planning C, , vol. 36(2), pages 219-238, March.
    2. Hajek, Petr & Henriques, Roberto & Hajkova, Veronika, 2014. "Visualising components of regional innovation systems using self-organizing maps—Evidence from European regions," Technological Forecasting and Social Change, Elsevier, vol. 84(C), pages 197-214.
    3. Andrés Rodríguez‐Pose & Callum Wilkie, 2019. "Innovating in less developed regions: What drives patenting in the lagging regions of Europe and North America," Growth and Change, Wiley Blackwell, vol. 50(1), pages 4-37, March.
    4. Barra, Cristian & Zotti, Roberto, 2015. "Regional innovation system (in)efficiency and its determinants: an empirical evidence from Italian regions," MPRA Paper 67067, University Library of Munich, Germany.
    5. repec:elg:eechap:14395_24 is not listed on IDEAS
    6. Cristian Barra & Roberto Zotti, 2018. "The contribution of university, private and public sector resources to Italian regional innovation system (in)efficiency," The Journal of Technology Transfer, Springer, vol. 43(2), pages 432-457, April.
    7. Rosina Moreno & Ernest Miguélez, 2012. "A Relational Approach To The Geography Of Innovation: A Typology Of Regions," Journal of Economic Surveys, Wiley Blackwell, vol. 26(3), pages 492-516, July.
    8. Švarc, Jadranka & Dabić, Marina, 2021. "Transformative innovation policy or how to escape peripheral policy paradox in European research peripheral countries," Technology in Society, Elsevier, vol. 67(C).
    9. Cristian Barra & Nazzareno Ruggiero, 2022. "How do dimensions of institutional quality improve Italian regional innovation system efficiency? The Knowledge production function using SFA," Journal of Evolutionary Economics, Springer, vol. 32(2), pages 591-642, April.
    10. Allan O’Connor & David Audretsch, 2023. "Regional entrepreneurial ecosystems: learning from forest ecosystems," Small Business Economics, Springer, vol. 60(3), pages 1051-1079, March.
    11. Teemu Makkonen & Timo Mitze, 2019. "Deconstructing the Education-Innovation-Development Nexus in the EU-28 Using Panel Causality and Poolability Tests," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 10(2), pages 516-549, June.
    12. Vitor Miguel Ribeiro & Celeste Varum & Ana Dias Daniel, 2021. "Introducing microeconomic foundation in data envelopment analysis: effects of the ex ante regulation principle on regional performance," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(3), pages 1215-1244, September.
    13. Zabala-Iturriagagoitia, Jon Mikel & Aparicio, Juan & Ortiz, Lidia & Carayannis, Elias G. & Grigoroudis, Evangelos, 2021. "The productivity of national innovation systems in Europe: Catching up or falling behind?," Technovation, Elsevier, vol. 102(C).
    14. Marrocu, Emanuela & Paci, Raffaele & Usai, Stefano, 2013. "Proximity, networking and knowledge production in Europe: What lessons for innovation policy?," Technological Forecasting and Social Change, Elsevier, vol. 80(8), pages 1484-1498.
    15. Zamora Sanz, Mª Del Mar & Pena Trapero, J. Bernardo, 2007. "Dinámica regional en los sectores productivos de la economía española: crecimiento de la productividad y su descomposición/Regional Dynamic in the Spanish Productive Sectors: Total Factor Productivity," Estudios de Economía Aplicada, Estudios de Economía Aplicada, vol. 25, pages 655-690, Diciembre.
    16. Gonzalez, M. & Trujillo, L., 2007. "Efficiency measurement in the port industry: a survey of the empirical evidence," Working Papers 07/08, Department of Economics, City University London.
    17. Qiantao Zhang & Niall G. MacKenzie & Dylan Jones-Evans & Robert Huggins, 2016. "Leveraging knowledge as a competitive asset? The intensity, performance and structure of universities’ entrepreneurial knowledge exchange activities at a regional level," Small Business Economics, Springer, vol. 47(3), pages 657-675, October.
    18. Jan Stejskal & Katerina Matatkova, 2011. "The Analysis Of The Regional Innovation Systems €“ Czech Case," ERSA conference papers ersa11p61, European Regional Science Association.
    19. Stepan Zemtsov & Maxim Kotsemir, 2019. "An assessment of regional innovation system efficiency in Russia: the application of the DEA approach," Scientometrics, Springer;Akadémiai Kiadó, vol. 120(2), pages 375-404, August.
    20. repec:ces:ifofor:v:19:y:2018:i:1:p:24-31 is not listed on IDEAS
    21. Sickles, Robin C. & Hao, Jiaqi & Shang, Chenjun, 2015. "Panel Data and Productivity Measurement," Working Papers 15-018, Rice University, Department of Economics.
    22. Gillian Bristow & Adrian Healy, 2018. "Innovation and regional economic resilience: an exploratory analysis," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 60(2), pages 265-284, March.

    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:jes:journl:y:2019:v:10:p:25-44. 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: Alupului Ciprian (email available below). General contact details of provider: https://edirc.repec.org/data/csjesro.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.