Skip to main content

Advertisement

Log in

How is the European Union progressing towards its Europe 2020 targets? A benefit-of-the-doubt window analysis

  • Original Paper
  • Published:
Empirica Aims and scope Submit manuscript

Abstract

This paper quantifies and compares the EU Member States' performance evolutions from 2006 to 2018 towards their Europe 2020 target by a Window Analysis of the Benefit-of-the-Doubt method. The results show an overall positive trend for EU Member States in progressing towards the Europe 2020 strategy targets, but also a divide between different groups of Member States. In general, progress in the Europe 2020 strategy of new EU Member States was more outspoken than for old EU Member States. However, in spite of this modest progress, old EU Member States maintain higher performance levels on the Europe 2020 indicators. Southern EU Member States experienced more difficulties to advance in the Europe 2020 strategy as a result of the strong impact of the financial crisis in 2008, but from 2016 onwards, they started to recover and demonstrated progress in the Europe 2020 strategy.

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

Similar content being viewed by others

Notes

  1. This distance-to-reference normalization which involves taking for each headline indicator the ratio of the observed performance value and the national target value, is different to the min–max normalization procedure applied by Walheer (2019). Our preference for the distance-to-reference normalization is the straightforward interpretation in terms of relative distance to the national target values which particularly fits well in the setting of measuring EU-MS progress towards the national target values on the Europe 2020 headline indicators.

  2. For a detailed discussion of the WA-procedure, we refer the interested reader to Asmild, Paradi, Aggarwall and Schaffnit (2004).

  3. An alternative classification of the EU-MS is to differentiate between core EU-MS, semi-periphery EU-MS and periphery EU-MS as in Fedajev et al. (2020).

  4. A correlation analysis between the BoD-based Europe 2020 index scores and ranks as computed in the present study and the Europe 2020 index scores and ranks as computed in Pasimeni and Pasimeni (2016), Walheer (2018) and Stec and Grzebyk (2018) for the years 2009–2012 indicate high correlations (correlations varying between 0.6 and 0.85).

References

  • Ambroziak AA (2014) New Cohesion Policy of the European Union in Poland: How it will Influence the Investment Attractiveness of Regions In 2014–2020. Springer, London

    Book  Google Scholar 

  • Aparicio J, Kapelko M (2019) Enhancing the measurement of composite indicators of corporate social performance. Soc Indic Res 144(2):807–826

    Article  Google Scholar 

  • Aparicio J, Kapelko M, Monge JF (2020) A well-defined composite indicator: an application to corporate social responsibility. J Optim Theory Appl 186(1):299–323

    Article  Google Scholar 

  • Asmild M, Paradi JC, Aggarwall V, Schaffnit C (2004) Combining DEA window analysis with the Malmquist index approach in a study of the Canadian banking industry. J Prod Anal 21(1):67–89

    Article  Google Scholar 

  • Athanasoglou S, Dijkstra L (2014) The Europe 2020 regional index. JRC Science and Policy Reports, JRC90238. European Commission. Luxembourg: Publications Office of the European Union, 2014

  • Balcerzak AP (2015) Europe 2020 strategy and structural diversity between old and new member states. Application of zero unitarization method for dynamic analysis in the year 2004–2013. Econ Sociol 8(2):190–210

    Article  Google Scholar 

  • Beke Smets J, De Becker E, Schoukens P (2015) Fighting social exclusion under the Europe 2020 strategy: which legal nature for social inclusion recommendations? Int Comp Jurisprud 1(1):11–23

    Article  Google Scholar 

  • Camilleri A, Camilleri MA (2016) Education and social cohesion for economic growth. Int J Leadersh Educ 19(5):617–631

    Article  Google Scholar 

  • Cazals C, Florens J-P, Simar L (2002) Nonparametric frontier estimation: a robust approach. J Econ 106(1):1–25

    Article  Google Scholar 

  • Charnes A, Clark T, Cooper WW, Golany B (1985) A developmental study of data envelopment in analysis in measuring. the efficiency of maintenance units in the US Air Forces. Ann Oper Res 82(1):111–145

    Google Scholar 

  • Cherchye L, Lovell CAK, Moesen W, Van Puyenbroeck T (2007) One market One number? A composite indicator assessment of EU internal market dynamics. Eur Econ Rev 51:749–779

    Article  Google Scholar 

  • Cherchye L, Moesen W, Rogge N, Puyenbroeck TV (2007) An introduction to ‘benefit of the doubt’ composite indicators. Soc Indic Res 82(1):111–145

    Article  Google Scholar 

  • Cherchye L, Moesen W, Van Puyenbroeck T (2004) Legitimately diverse, yet comparable: on synthesizing social inclusion performance in the EU. JCMS: J Common Mark Stud 42(5):919–955

    Google Scholar 

  • Copeland P, Daly M (2018) The European Semester and EU social policy. JCMS: J Common Mark Stud 56(5):1001–1018

    Google Scholar 

  • Daraio C, Simar L (2007) Advanced robust and nonparametric methods in efficiency analysis: Methodology and applications. Springer Science & Business Media

  • Domínguez-Serrano M, Blancas FJ (2011) A gender wellbeing composite indicator: the best-worst global evaluation approach. Soc Indic Res 102(3):477–496

    Article  Google Scholar 

  • DotaceEU (2020). Programming Period 2007–2013. European Funds Portal in the Czech Republic

  • Drăcea MV, Dobre R, Cîrstea CA (2014) Research and development–A key component of the Europe 2020 strategys. Procedia Econ Financ 16:234–238

    Article  Google Scholar 

  • Erixon F (2010) The Europe 2020 strategy: time for Europe to think again. Eur View 9:29–37

    Article  Google Scholar 

  • European Commission (2004) The EU Economy Review 2004, European Economy, Nr. 6 (Office for Official Publications of the EC, Luxembourg)

  • European Commission (2010). Europe 2020: A European strategy for smart, sustainable and inclusive growth. Communication from the Commission. COM(2010), 2020 final Brussels, 3.3.2010

  • European Commission (2017). 2017 European Semester: Country Report Poland. Brussels, Brussels, 22.2.2017. SWD(2017) 86 final

  • European Commission (2018). 2018 European Semester: Country Report Czech Republic. Brussels, 7.3.2018. SWD(2018) 202 final

  • European Commission (2019a). 2019 European Semester: Country Report Greece. Brussels, 27.2.2019. SWD(2019) 1007 final

  • European Commission (2019b) 2019 European Semester: Country Report Poland. Brussels, 27.2.2019. SWD(2019) 1020 final

  • European Commission (2019c). 2019 European Semester: Country Report Germany. Brussels, 27.2.2019. SWD(2019) 1004 final

  • European Commission (2019d). 2019 European Semester: Country Report Czech Republic. Brussels, 27.2.2019. SWD(2019) 1002 final

  • Eurostat (2017) Smarter, greener, more inclusive? Indicators to support the Europe 2020 strategy. Publications Office of the European Union, Luxembourg

    Google Scholar 

  • Eurostat (2018). Smarter, greener, more inclusive? How is the European Union progressing towards its Europe 2020 targets? Eurostat Press Office

  • Färe R, Grosskopf S, Norris M, Zhang Z (1994) Productivity growth, technical progress, and efficiency change in industrialized countries. Am Econ Rev 84(1):66–83

    Google Scholar 

  • Fedajev A, Stanujkic D, Karabašević D, Brauers WK, Zavadskas EK (2020) Assessment of progress towards “Europe 2020” strategy targets by using the MULTIMOORA method and the Shannon Entropy Index. J Clean Prod 244:118895

    Article  Google Scholar 

  • Fusco E, Vidoli F, Rogge N (2020) Spatial directional robust Benefit of the doubt approach in presence of undesirable output: an application to Italian waste sector. Omega 94:102053

    Article  Google Scholar 

  • Giambona F, Vassallo E (2014) Composite indicator of social inclusion for European countries. Soc Indic Res 116(1):269–293

    Article  Google Scholar 

  • Gros D, Roth F (2012) The Europe 2020 strategy: can it maintain the EU’s competitiveness in the world? Centre for European Ploicy Studies, CEPS Paperbacks

  • Hudrliková L (2013) Composite indicators as a useful tool for international comparison: the Europe 2020 example. Prague Economic Papers 4:459–473

    Article  Google Scholar 

  • Lavrič M, Naterer A, Žižek A (2018) The quality of integrated urban strategies in light of the Europe 2020 strategy: the case of Slovenia. Cities 72:369–378

    Article  Google Scholar 

  • Lovell CK, Pastor JT, Turner JA (1995) Measuring macroeconomic performance in the OECD: a comparison of European and non-European countries. Eur J Oper Res 87(3):507–518

    Article  Google Scholar 

  • Palumbo L (2013) A post-GDP critique of the Europe 2020 strategy. Procedia Soc Behav Sci 72:47–63

    Article  Google Scholar 

  • Pasimeni P (2013) The Europe 2020 index. Soc Indic Res 110(2):613–635

    Article  Google Scholar 

  • Pasimeni F, Pasimeni P (2016) An institutional analysis of the Europe 2020 strategy. Soc Indic Res 127(3):1021–1038

    Article  Google Scholar 

  • Rappai G (2016) Europe en route to 2020: a new way of evaluating the overall fulfillment of the Europe 2020 strategic goals. Soc Indic Res 129(1):77–93

    Article  Google Scholar 

  • Rogge N (2017) Measuring the impact of the economic crisis on the level of change in EU social inclusion: period 2005–2012. J Prod Anal 47(2):103–116

    Article  Google Scholar 

  • Rogge N (2018) On aggregating benefit of the doubt composite indicators. Eur J Oper Res 264(1):364–369

    Article  Google Scholar 

  • Rogge N (2019) EU countries’ progress towards ‘Europe 2020 strategy targets.’ J Policy Model 41(2):255–272

    Article  Google Scholar 

  • Rogge N, De Jaeger S, Lavigne C (2017) Waste performance of NUTS 2-regions in the EU: a conditional directional distance benefit-of-the-doubt model. Ecol Econ 139:19–32

    Article  Google Scholar 

  • Rogge N, Van Nijverseel I (2019) Quality of life in the European Union: a multidimensional analysis. Soc Indic Res 141(2):765–789

    Article  Google Scholar 

  • Smirlis Y (2020) A trichotomic segmentation approach for estimating composite indicators. Soc Indic Res 150(2):393–410

    Article  Google Scholar 

  • Stec M, Grzebyk M (2018) The implementation of the Strategy Europe 2020 objectives in European Union countries: the concept analysis and statistical evaluation. Qual Quant 52(1):119–133

    Article  Google Scholar 

  • Stumbriene D, Camanho AS, Jakaitiene A (2019) The performance of education systems in the light of Europe 2020 strategy. Ann Oper Res 288:1–32

    Google Scholar 

  • Van Puyenbroeck T (2018) On the output orientation of the benefit-of-the-doubt-model. Soc Indic Res 139(2):415–431

    Article  Google Scholar 

  • Van Puyenbroeck T, Montalto V, Saisana M (2020) Benchmarking culture in Europe: a Data Envelopment Analysis approach to identify city-specific strengths. European J Oper Res. Forthcoming

  • Walheer B (2018) Decomposing the Europe 2020 index. Soc Indic Res 140(3):875–905

    Article  Google Scholar 

  • Walheer B (2019) Disentangling heterogeneity gaps and pure performance differences in composite indexes over time: the case of the Europe 2020 strategy. Soc Indic Res 143(1):25–45

    Article  Google Scholar 

  • Worldbank (2019) A quantitative evaluation of the greek social solidarity income. The World Bank Group. January 2019

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Nicky Rogge.

Additional information

Responsible Editor: Harald Oberhofer.

Publisher's Note

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

Appendix

Appendix

See Tables 1 and 2.

Table 1 Overview of National Target Quotas for Europe 2020 Indicators
Table 2 EU Member State results of the window analysis

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Wüst, C., Rogge, N. How is the European Union progressing towards its Europe 2020 targets? A benefit-of-the-doubt window analysis. Empirica 49, 405–438 (2022). https://doi.org/10.1007/s10663-021-09528-3

Download citation

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10663-021-09528-3

Keywords

JEL Classification

Navigation