Skip to main content
Log in

Structural stability of the research & development sector in European economies despite the economic crisis

  • Regular Article
  • Published:
Journal of Evolutionary Economics Aims and scope Submit manuscript

Abstract

When an external shock such as the economic crisis in 2008/2009 occurs, the interconnectedness of sectors can be affected. This paper investigates whether the R&D sector experienced changes in its sectoral integration through the recession. Based on an input-output analysis, it can be shown that the linkages of the R&D sector with other sectors remain stable. In some countries, the inter-sectoral integration becomes even stronger. Policy makers can be encouraged to use public R&D spending as a means of fiscal policy against an economic crisis.

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

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2

Similar content being viewed by others

Notes

  1. This empirical observation is in line with theoretical findings from Aghion et al. (2012), Shleifer (1986) and Barlevy (2007). However, cyclicality of R&D will not be the focus of this paper.

  2. We acknowledge the critique of Richter (1995) who draws attention to the fact that technology is not fully expressed through input coefficients. We use input coefficients as a proxy here.

  3. In our case, it is a standardized vector for all countries with all zero elements except for one billion euro in the R&D sector.

  4. The multipliers for value added will be presented in the appendix.

  5. In our case, it is one billion Euro invested directly into the R&D sector as a standardized figure for all calculations.

  6. In the current ESA 2010 only input-output tables for several countries for the year 2010 are available.

  7. Input-output tables before 2008 and after 2010 are not comparable. Therefore, we cannot extend the time period.

  8. A comparison of multipliers calculated for the 3 years and five countries by the use of Eurostat and WIOD database shows that – due to different levels of sectoral dis-aggregation (number of sectors) – there are differences not only in the size, but also in the direction of changes of backward multipliers.

References

  • Aghion P, Askenazy P, Berman N, Cette G, Eymard L (2012) Credit constraints and the cyclicality of R&D investment: evidence from France. In: Journal of the European Economic Association. Banque de France, Paris

    Google Scholar 

  • Alecke B, Mitze T, Reinkowski J, Untied G (2011) Does firm size make a difference? Analysing the effectiveness of R&D subsidies in East Germany. Ger Econ Rev 13(2):174–195

    Article  Google Scholar 

  • Andreosso-O’Callaghan B, Yue G (2004) Intersectoral linkages and key sectors in China, 1987–1997. Asian Economic Journal 12(3):165–183

    Article  Google Scholar 

  • Archibugi D, Filippetti A (2011) Is the economic crisis impairing convergence in innovation performance across Europe? J Common Mark Stud 49:1153–1182

    Article  Google Scholar 

  • Archibugi D, Filippetti A (2012) Innovation and economic crisis. Lessons and prospects from the economic crisis. Routledge, London, New York

    Google Scholar 

  • Archibugi D, Filippetti A, Frenz M (2013a) The impact of the economic crisis on innovation: evidence from Europe. Technol Forecast Soc Chang 80:1247–1260

    Article  Google Scholar 

  • Archibugi D, Filippetti A, Frenz M (2013b) Economic crisis and innovation: is destruction prevailing over accumulation? Res Policy 42:303–314

    Article  Google Scholar 

  • Aristei D, Sterlacchini A, Venturini F (2015) Effectiveness of R&D subsidies during the crisis: firm-level evidence across EU countries. Journal Economics of Innovation and New Technology. https://doi.org/10.1080/10438599.2016.1249543

    Article  Google Scholar 

  • Barlevy G (2007) On the cyclicality of Research and Development. Am Econ Rev 97:1131–1164

    Article  Google Scholar 

  • Bayoumia T, Coea DT, Helpman E (1999) R&D spillovers and global growth. J Int Econ 47(2):399–428

    Article  Google Scholar 

  • Bems R, Johnson R, Yi K-M (2013) The great trade collapse. Annual Review of Economics, 2013 5(1):375–400

    Article  Google Scholar 

  • Brautzsch H-u, Loose B, Ludwig U (2009): Investitionen der öffentlichen hand in die zukunft: Ja! Die Konjunktur aber retten sie nicht mehr!, Wirtschaft im Wandel, ISSN 2194-2129, Leibniz-Institut für Wirtschaftsforschung Halle (IWH), Halle(Saale), 15:(3)113–122

  • Brautzsch H-U, Günther J, Loose B, Ludwig U, Nulsch N (2015) Can R&D subsidies counteract the economic crisis? – macroeconomic effects in Germany. Res Policy 44:623–633

    Article  Google Scholar 

  • David PA, Hall BH, Toole AA (2000) Is public R&D a complement or substitute for private R&D? A review of the econometric evidence. Res Policy 29:497–529

    Article  Google Scholar 

  • Devinney TM (1990) New products over the business cycle. J Prod Innov Manag 7:261–273

    Article  Google Scholar 

  • DIW (1967) Auswirkungen der beiden Konjunkturprogramme auf die einzelnen Wirtschaftszweige, Wochenbericht des DIW, Nr. 34/1967, 203–206

  • Eaton J, Kortum S, Neiman B, Romalis J (2010) Trade and the global recession, NBER working paper 16666

  • Eurostat (2013) European system of accounts. ESA 2010. Publications Office of the European Union, Luxembourg

    Google Scholar 

  • Fagerberg J, Srholec M (2016) Global dynamics, capabilities and the crisis. J Evol Econ 26:765–784

    Article  Google Scholar 

  • Freund C (2009) The trade response to global downturns: historical evidence, policy research working paper no. 5015. World Bank, Washington

    Google Scholar 

  • Gramke K, Böhmer M, Fischer D (2009) Schlüsselbranchen für ein Konjunkturpaket. Prognos, Basel

    Google Scholar 

  • Grossman GM, Helpman E (1992) Innovation and growth in the global economy. The MIT Press, Cambridge

    Google Scholar 

  • Hall BH, Moncada-Paternò-Castello P, Montresor S, Vezzani A (2016) Financing constraints, R&D investments and innovative performances: new empirical evidence at the firm level for Europe. Econ Innov New Technol 25(3):183–196

    Article  Google Scholar 

  • Harhoff D (1998) Are there financing constraints for R&D and Investment in German Manufacturing Firms, Annales d’Économie et de Statistique, 49/50, 421–456

  • He D, Zhang Z, Zhang W (2009) How large will be the effect of China’s fiscal stimulus package on output and employment? Pac Econ Rev 14:730–744

    Article  Google Scholar 

  • Hirschman AO (1968) The political economy of import-substituting industrialization in Latin America. Q J Econ 82(1):1–32

    Article  Google Scholar 

  • Hud M, Hussinger K (2015) The impact of R&D subsidies during the crisis. Res Policy 44:1844–1855

    Article  Google Scholar 

  • Kancs d, Siliverstovs B (2016) R&D and non-linear productivity growth. Res Policy 45:634–646

    Article  Google Scholar 

  • Kang T, Baek C, Lee J-D (2017) The persistency and volatility of the firm R & D investment: revisited from the perspective of technological capability. Res Policy 46:1570–1579

    Article  Google Scholar 

  • Katz R,Suter S (2009): Estimating the economic impact of the broadband stimulus plan. Working Paper (mimeo) Columbia Business School

  • Kraines S, Yoshida Y (2004) Process system modelling of production technology alternatives using input– output tables with sector specific units. Econ Syst Res 16(1):21–32

    Article  Google Scholar 

  • Kuckshinrichs W, Kronenberg T, Hansen P (2010) Das CO2-Gebäudesanierungsprogramm der KfW: Klimaschutz, Konjunktur- und Budgeteffekt. Wirtschaftsdienst 90(9):616–623

    Article  Google Scholar 

  • Kumar S, Das S (2015) Sector analysis on make in India. Indian Journal of Applied Research 5(11):143–153

    Google Scholar 

  • Levchenko AA, Lewis T, Tesar LL (2010) The collapse of international trade during the 2008–09 crisis: in search of the smoking gun. IMF Economic Review 58(2):214–253

    Article  Google Scholar 

  • OECD (2009) Policy responses to the economic crisis: investing in innovation for long-term growth. OECD, Paris

    Google Scholar 

  • OECD (2012) Innovation in the crisis and beyond. OECD Science, Technology, and Industry Outlook

  • Östblom G (1992) Technological change, projection of the technology matrix and the hypothesis of negative coefficient changes: parametric and non-parametric tests with Swedish input–output data. Econ Syst Res 4(3):235–244

    Article  Google Scholar 

  • Rafferty M, Funk M (2004) Demand shocks and firm-financed R&D expenditures. Appl Econ 36:1529–1536

    Article  Google Scholar 

  • Rasmussen PN (1956) Studies in Intersectoral relations. North-Holland P.C, Amsterdam

    Google Scholar 

  • Reyher L (1968) Über die Auswirkungen der beiden Konjunkturprogramme von 1967 auf das Arbeitsvolumen, Mittteilungen aus der Arbeitsmarkt- und Berufsforschung, 3/68, 144–147

  • Richter J (1995) Technologie in Input Output Tabellen – Abbildung von Produktionsverhältnissen oder statistische Artefakte? In: Schnabel H (ed) Technologieverflechtung und Strukturwandel. Mohr, Tübingen, pp 179–196

    Google Scholar 

  • Schumpeter JA (1911) The theory of economic development. Harvard University Press, Cambridge

    Google Scholar 

  • Schwartz M, Peglow F, Fritsch M, Günther J (2012) What drives innovation Output from Subsidized R&D Cooperation? Project-level evidence from Germany. Technovation 32(6):358–369

    Article  Google Scholar 

  • Shleifer A (1986) Implementation Cycles. J Polit Econ 94:1163–1190

    Article  Google Scholar 

  • Spitznagel E (1976) Anwendung des erweiterten Input-Output-Modells auf das „Programm zur Stärkung von Bau- und anderen Investitionen", Mittteilungen aus der Arbeitsmarkt- und Berufsforschung, 3/76, 350–362

  • Sun X, Wang Y, Li M (2016) The influences of different R&D types on productivity growth in OECD countries. Tech Anal Strat Manag 28(6):651–663

    Article  Google Scholar 

  • Ten Raa T (2007) The extraction of technical coefficients from input and output data. Econ Syst Res 19(4):453–459

    Article  Google Scholar 

  • Yuan C, Liu S, Xie N (2010) The impact on chinese economic growth and energy consumption of the global financial crisis: an input-output analysis. Energy 35:1805–1812

    Article  Google Scholar 

Download references

Acknowledgements

We greatly acknowledge comments and suggestions of the participants of scientific conferences and workshops, in particular the International Input-Output Workshop in Osnabrueck/Germany 2016, the Meeting of the Committee of Evolutionary Economics of the Verein für Socialpolitik in Hannover/Germany 2016 and the International April Conference at Higher School of Economics Moscow 2016. Furthermore, the paper benefited strongly from comments and suggestions of three anonymous referees who we would like to thank.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Jutta Günther.

Ethics declarations

Conflict of interest

The authors declare that they have no conflict of interest.

Additional information

Publisher’s note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Annex

Annex

Table 9 R&D multipliers for gross value added and income

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Günther, J., Kristalova, M. & Ludwig, U. Structural stability of the research & development sector in European economies despite the economic crisis. J Evol Econ 29, 1415–1432 (2019). https://doi.org/10.1007/s00191-019-00640-z

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00191-019-00640-z

Keywords

JEL classifications

Navigation