Map and Track the Performance in Education for Sustainable Development across the European Union
Abstract
:1. Introduction
2. Methods
- F: Formal education: referring to the sides of formal education systems: early leavers from education and tertiary education.
- N: Non-formal education: referring to life-long learning/adult learning and skills.
- E: Essential education: referring to the basic knowledge of youngsters on PISA scale, meant to help them understand the importance of SDG.
- EPM: underachievement in mathematics (descriptor: the share of 15-year-old students failing to reach basic skills level on the PISA scale for mathematics) [36];
- EPR: underachievement in reading (descriptor: the share of 15-year-old students failing to reach basic skills level on the PISA scale for reading) [37].
3. Results
4. Discussion
- -
- Expand the compulsory education for both ends of the education system. Half of EU27 countries start the compulsory education at the age of 6 and finalize it at the age of 16 [40];
- -
- Consider a completely free education system, from primary to tertiary education, including also a free/subsidised hot meal during school time. This already happens in Finland and Sweden, as previously mentioned [45];
- -
- Promote policies for the inclusive education for all learners, including those with special needs;
- -
- Introduce training obligations at the end of the compulsory education until the age of 18 (unless the pupil does not continue the studies: tertiary education, vocational training). For instance, in France, this has been introduced starting with 2020 [50];
- -
- Provide ICT education for all ages for digital skills development;
- -
- Measure learning earlier to identify gaps in essential education and act on them sooner (PISA testing is aimed at 15-year-olds);
- -
- Involve higher education institutions in the active evaluation of competencies of graduates through a national/European professional licence/professional exam which must include responsibilities for sustainable development;
- -
- Allow a holistic skill development by flexible curricula focused on student learning.
- -
- Foster responsibility of learners by promoting teaching based on sustainable development core issues;
- -
- Provide more funding for education and restrain from budget cuts, as they are still happening for the countries belonging to Cluster 4.
5. Conclusions
- -
- Introducing FNE conceptual framework involving the selection of the most appro-priate KPIs for ESD—inclusive and equitable quality education;
- -
- Calculating a composite index meant to reflect the ranking of each country: SEI;
- -
- Application of the FNE framework to EU27;
- -
- Identification of clusters of countries depending on SEI and recommendations, especially for low performers.
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Moriarty, K. Achieving SDG4 Through a Human Rights Based Approach to Education. World Development Report 2018 Background Paper; World Bank: Washington, DC, USA, 2017; p. 6. Available online: https://openknowledge.worldbank.org/handle/10986/28869 (accessed on 20 November 2021).
- United Nations (UN). Universal Declaration of Human Rights. 1948. Available online: http://www.un.org/en/universal-declaration-human-rights/ (accessed on 19 November 2021).
- United Nations (UN). Convention of the Rights of the Child. 1989. Available online: https://www.ohchr.org/en/professionalinterest/pages/crc.aspx (accessed on 19 November 2021).
- European Commission. Charter of Fundamental Rights of the European Union, Official Journal of the European Communities O.J. 2000/C 364/01. 18 December 2000. Available online: https://www.europarl.europa.eu/charter/pdf/text_en.pdf (accessed on 20 November 2021).
- Treaty of Lisbon Amending the Treaty on European Union and the Treaty Establishing the European Community, 13 December 2007. 2007/C 306/01. Available online: http://eur-lex.europa.eu/ (accessed on 20 November 2021).
- United Nations (UN). Transforming Our World: The 2030 Agenda for Sustainable Development. 2015. Available online: https://www.un.org/ga/search/view_doc.asp?symbol=A/RES/70/1&Lang=E (accessed on 12 October 2021).
- SDG4—High-Level Steering Committee. Sustainable Development Goal 4 (SDG 4). 2021. Available online: https://sdg4education2030.org/the-goal (accessed on 15 October 2021).
- Rieckmann, M. Education for Sustainable Development Goals: Learning Objectives; UNESCO Publishing: Paris, France, 2017; p. 21. [Google Scholar]
- United Nations Educational, Scientific and Cultural Organization (UNESCO). Education for Sustainable Development—A Roadmap; UNESCO Publishing: Paris, France, 2020; p. 64. [Google Scholar]
- World Bank. World Development Report 2021: Data for Better Lives; World Bank: Washington, DC, USA, 2021; pp. 64–66. [Google Scholar] [CrossRef]
- Saye, Y.; Moriarty, K. Chapter 9: SDG 4 and the ‘Education Quality Turn’ Prospects, Possibilities, and Problems in Grading Goal Four; Wulf, A., Ed.; Koninklijke Brill NV: Leiden, The Netherlands, 2020; pp. 194–213. [Google Scholar] [CrossRef] [Green Version]
- Prime Minister’s Office. Voluntary National Review 2020 Finland Report on The Implementation of the 2030 Agenda for Sustainable Development; Prime Minister’s Office: Helsinki, Finland, 2020; pp. 45–51. [Google Scholar]
- Rashid, L. Entrepreneurship Education and Sustainable Development Goals: A literature Review and a Closer Look at Fragile States and Technology-Enabled Approaches. Sustainability 2019, 11, 5343. [Google Scholar] [CrossRef] [Green Version]
- Eurostat. Eurostat On-Line Database, Average Rating of Satisfaction by Domain, Sex, Age and Educational Attainment Level, Code: ILC_PW01. Available online: https://ec.europa.eu/eurostat/databrowser/view/ILC_PW01__custom_1173990/bookmark/table?lang=en&bookmarkId=414b376e-7b8b-4736-8a07-210874a32c6d (accessed on 20 October 2021).
- Müller, U.; Hancock, D.R.; Stricker, T.; Wang, C. Implementing ESD in Schools: Perspectives of Principals in Germany, Macau, and the USA. Sustainability 2021, 13, 9823. [Google Scholar] [CrossRef]
- Ingersoll, R. Teacher Turnover and Teacher Shortages: An Organizational Analysis. Am. Educ. Res. J. 2001, 38, 499. [Google Scholar] [CrossRef] [Green Version]
- Stronge, J.; Ward, T.; Grant, L. What Makes Good Teachers Good? A Cross-Case Analysis of the Connection Between Teacher Effectiveness and Student Achievement. J. Teach. Educ. 2011, 62, 339. [Google Scholar] [CrossRef]
- Kraft, M.; Gilmour, A. Revisiting the widget effect: Teacher evaluation reforms and the distribution of teacher effectiveness. Educ. Res. 2017, 46, 234–249. [Google Scholar] [CrossRef] [Green Version]
- Anwar, A.; Siddique, M.; Dogan, E.; Sharif, A. The moderating role of renewable and non-renewable energy in environment-income nexus for ASEAN countries: Evidence from method of moments quantile regression. Renew. Energy 2021, 164, 956–967. [Google Scholar] [CrossRef]
- Jun, W.; Mughal, N.; Zhao, J.; Shabbir, M.S.; Niedbała, G.; Jain, V.; Anwar, A. Does globalization matter for environmental degradation? Nexus among energy consumption, economic growth, and carbon dioxide emission. Energy Policy 2021, 153, 112230. [Google Scholar]
- Umar, M.; Ji, X.; Mirza, N.; Rahat, B. The impact of resource curse on banking efficiency: Evidence from twelve oil producing countries. Resour. Policy 2021, 72, 102080. [Google Scholar] [CrossRef]
- Wang, X.; Li, G.; Malik, S.; Anwar, A. Impact of COVID-19 on achieving the goal of sustainable development: E-learning and educational productivity. Econ. Res. Ekon. Istraživanja 2021, 34, 1–17. [Google Scholar] [CrossRef]
- González García, E.; Colomo Magaña, E.; Cívico Ariza, A. Quality Education as a Sustainable Development Goal in the Context of 2030 Agenda: Bibliometric Approach. Sustainability 2020, 12, 5884. [Google Scholar] [CrossRef]
- Leicht, A.; Heiss, J.; Byun, W.J. (Eds.) Issues and Trends in Education for Sustainable Development; UNESCO: Paris, France, 2018; p. 14. [Google Scholar]
- Hanushek, E.; Woessmann, L. A quantitative look at the economic impact of the European Union’s educational goals. Educ. Econ. 2020, 28, 225–244. [Google Scholar] [CrossRef]
- Organisation for Economic Co-operation and Development (OECD). Monthly Economic Indicators—Composite Leading Indicators. 2021. Available online: https://data.oecd.org/leadind/composite-leading-indicator-cli.htm (accessed on 30 October 2021). [CrossRef]
- Jahan, S. Human Development Report 2015: Work for Human Development; United Nations Development Program (UNDP): New York, NY, USA, 2015; p. 22. [Google Scholar]
- Wendling, Z.A.; Emerson, J.W.; de Sherbinin, A.; Esty, D.C. 2020 Environmental Performance Index; Yale Center for Environmental Law & Policy: New Haven, CT, USA, 2020. [Google Scholar]
- Momete, D.C. Building a Sustainable Healthcare Model: A Cross-Country Analysis. Sustainability 2016, 8, 836. [Google Scholar] [CrossRef] [Green Version]
- European Commission. European and Regional Innovation Scoreboards 2021. Available online: https://ec.europa.eu/research-and-innovation/en/statistics/performance-indicators/european-innovation-scoreboard/eis (accessed on 23 October 2021).
- Filho, W.; Frankenberger, F.; Salvia, A.; Azeiteiro, U.; Alves, F.; Castro, P.; Will, M.; Platje, J.; Orlovic Lovren, V.; Brandli, L.; et al. A framework for the implementation of the Sustainable Development Goals in university programmes. J. Clean Prod. 2021, 299, 126915. [Google Scholar] [CrossRef]
- Eurostat. Eurostat On-Line Database, Early Leavers from Education and Training. Available online: https://appsso.eurostat.ec.europa.eu/nui/show.do?dataset=edat_lfse_14&lang=en (accessed on 22 September 2021).
- Eurostat. Eurostat On-Line Database, Tertiary Educational Attainment by Sex. Available online: https://ec.europa.eu/eurostat/databrowser/view/sdg_04_20/default/table?lang=en (accessed on 22 September 2021).
- Eurostat. Eurostat On-Line Database, Participation Rate in Education and Training. Available online: https://appsso.eurostat.ec.europa.eu/nui/show.do?dataset=trng_lfse_01&lang=en (accessed on 22 September 2021).
- Eurostat. Eurostat On-Line Database, Individuals’ Level of Digital Skills. Available online: https://appsso.eurostat.ec.europa.eu/nui/show.do?dataset=isoc_sk_dskl_i&lang=en (accessed on 22 September 2021).
- Organisation for Economic Co-operation and Development (OECD). Online Database, Mathematics Performance. Available online: https://data.oecd.org/pisa/mathematics-performance-pisa.htm (accessed on 2 October 2021).
- Organisation for Economic Co-operation and Development (OECD). Online Database, Reading Performance. Available online: https://data.oecd.org/pisa/reading-performance-pisa.htm#indicator-chart (accessed on 2 October 2021).
- Momete, D.C. Analysis of the Potential of Clean Energy Deployment in the European Union. IEEE Access 2018, 6, 54811–54822. [Google Scholar] [CrossRef]
- Van Gorp, J. Using key performance indicators to manage energy costs. Strateg. Plan. Energy Environ. 2005, 25, 9–25. [Google Scholar] [CrossRef]
- Rakocevic, R.; Fournier, Y. (Eds.) Education in Europe: Key Figures 2020, Directorate of Evaluation, Forecasting and Performance Monitoring; Minister of National Education: Paris, France, 2020; Available online: https://www.education.gouv.fr/education-europe-key-figures-2020-306484 (accessed on 18 November 2021).
- Herrera-Sosa, K.; Hoftijzer, M.; Gortazar, L.; Ruiz, M. Education in the EU: Diverging Learning Opportunities? Background Paper. World Bank, 2018. Available online: https://pubdocs.worldbank.org/en/180421529688002726/EU-GU-Skill-Supply-final-5-30-2018.pdf (accessed on 18 November 2021).
- Firoiu, D.; Ionescu, G.H.; Băndoi, A.; Florea, N.M.; Jianu, E. Achieving Sustainable Development Goals (SDG): Implementation of the 2030 Agenda in Romania. Sustainability 2019, 11, 2156. [Google Scholar] [CrossRef] [Green Version]
- Roszkowska, E.; Filipowicz-Chomko, M. Measuring sustainable development in the education area using multi-criteria methods: A case study. Cent. Eur. J. Oper. Res. 2020, 28, 1219–1241. [Google Scholar] [CrossRef] [Green Version]
- Bulgarian Gender Research Foundation (BGRF) & Bulgarian Social Watch. Implementing the SDGs—From Discussions to Strategies and Reforms. 2017. Available online: https://www.socialwatch.org/node/17733 (accessed on 23 October 2021).
- Lundahal, L. Equality, inclusion and marketization of Nordic education: Introductory notes. Res. Comp. Int. Educ. 2016, 11, 3–12. [Google Scholar] [CrossRef] [Green Version]
- Organisation for Economic Co-operation and Development (OECD)—Education International. Principles for an Effectiveand Equitable Educational Recovery; OECD Publishing: Paris, France, 2020; p. 7. [Google Scholar]
- National Society of Professional Engineers, (NSPE). Available online: https://www.nspe.org/ (accessed on 28 October 2021).
- European Logistics Association (ELA). Available online: https://www.elalog.eu/ (accessed on 28 October 2021).
- Schleicher, A. PISA 2018—Insights and Interpretations; OECD Publishing: Paris, France, 2019; p. 55. [Google Scholar]
- Ministry of National Education, of Youth and Sport—Ministère de l’Education Nationale, de la Jeunesse et des Sports, Journal Officiel De La République Française, France, Law—Decree 978 of 5 August 2020). Available online: https://www.legifrance.gouv.fr/jorf/id/JORFTEXT000042211037?r=wex5cIfpyO (accessed on 20 November 2021).
- United Nations Educational, Scientific and Cultural Organization (UNESCO). Shaping the Future We Want—UN Decade of Education for Sustainable Development; UNESCO: Paris, France, 2014; p. 72. [Google Scholar]
- Sachs, J.; Kroll, C.; Lafortune, G.; Fuller, G.; Woelm, F. Sustainable Development Report 2021; University Printing House: Cambridge, UK, 2021; pp. 9–13. [Google Scholar]
- Bohringer, C.; Jochem, P. Measuring the immeasurable: A survey of sustainability indices. Ecol. Econ. 2007, 63, 1–8. [Google Scholar] [CrossRef] [Green Version]
- Prieto-Jiménez, E.; López-Catalán, L.; López-Catalán, B.; Domínguez-Fernández, G. Sustainable Development Goals and Education: A Bibliometric Mapping Analysis. Sustainability 2021, 13, 2126. [Google Scholar] [CrossRef]
Country | F | N | E | ||||
---|---|---|---|---|---|---|---|
KPI | FEL (%) | FTS (%) | NFE (%) | NBD (%) | EPM (%) | EPR (%) | |
Austria | 8.10 | 41.40 | 11.70 | 66.00 | 21.10 | 23.60 | |
Belgium | 8.10 | 48.50 | 7.40 | 61.00 | 19.70 | 21.30 | |
Bulgaria | 12.80 | 33.00 | 1.60 | 29.00 | 44.40 | 47.10 | |
Croatia | 2.20 | 36.60 | 3.20 | 53.00 | 31.20 | 21.60 | |
Cyprus | 11.50 | 57.80 | 4.70 | 45.00 | 36.90 | 43.70 | |
Czechia | 7.60 | 33.00 | 5.50 | 62.00 | 20.40 | 20.70 | |
Denmark | 9.30 | 47.10 | 20.00 | 70.00 | 14.60 | 16.00 | |
Estonia | 7.50 | 43.10 | 17.10 | 62.00 | 10.20 | 11.10 | |
Finland | 8.20 | 43.80 | 27.30 | 76.00 | 15.00 | 13.50 | |
France | 8.00 | 49.40 | 13.00 | 57.00 | 21.30 | 20.90 | |
Germany | 10.10 | 35.10 | 7.70 | 70.00 | 21.10 | 20.70 | |
Greece | 3.80 | 43.70 | 4.10 | 51.00 | 35.80 | 30.50 | |
Hungary | 12.10 | 30.70 | 5.10 | 49.00 | 25.60 | 25.30 | |
Ireland | 5.00 | 58.40 | 11.00 | 53.00 | 15.70 | 11.80 | |
Italy | 13.10 | 28.90 | 7.20 | 42.00 | 23.80 | 23.30 | |
Latvia | 7.20 | 44.20 | 6.60 | 43.00 | 17.30 | 22.40 | |
Lithuania | 5.60 | 56.20 | 7.20 | 56.00 | 25.60 | 24.40 | |
Luxembourg | 8.20 | 60.60 | 16.30 | 65.00 | 27.20 | 29.30 | |
Malta | 16.70 | 40.20 | 11.00 | 56.00 | 30.20 | 35.90 | |
Netherlands | 7.00 | 52.30 | 18.80 | 79.00 | 15.80 | 24.10 | |
Poland | 5.40 | 42.40 | 3.70 | 44.00 | 14.70 | 14.70 | |
Portugal | 8.90 | 41.90 | 10.00 | 52.00 | 23.30 | 20.20 | |
Romania | 15.60 | 24.90 | 1.00 | 31.00 | 46.60 | 40.80 | |
Slovakia | 7.60 | 39.00 | 2.80 | 54.00 | 25.10 | 31.40 | |
Slovenia | 4.10 | 45.40 | 8.40 | 55.00 | 16.40 | 17.90 | |
Spain | 16.00 | 47.40 | 11.00 | 57.00 | 24.70 | 15.20 | |
Sweden | 7.70 | 49.20 | 28.60 | 72.00 | 18.80 | 18.40 | |
EU-27 | 9.90 | 40.50 | 9.20 | 56.00 | 22.90 | 22.50 |
Country | F | N | E | ||||
---|---|---|---|---|---|---|---|
KPI | UFEL | UFTS | UNFE | UNBD | UEPM | UEPR | |
Austria | 0.59 | 0.46 | 0.39 | 0.74 | 0.70 | 0.65 | |
Belgium | 0.59 | 0.66 | 0.23 | 0.64 | 0.74 | 0.72 | |
Bulgaria | 0.27 | 0.23 | 0.02 | 0.00 | 0.06 | 0.00 | |
Croatia | 1.00 | 0.33 | 0.08 | 0.48 | 0.42 | 0.71 | |
Cyprus | 0.36 | 0.92 | 0.13 | 0.32 | 0.27 | 0.09 | |
Czechia | 0.63 | 0.23 | 0.16 | 0.66 | 0.72 | 0.73 | |
Denmark | 0.51 | 0.62 | 0.69 | 0.82 | 0.88 | 0.86 | |
Estonia | 0.63 | 0.51 | 0.58 | 0.66 | 1.00 | 1.00 | |
Finland | 0.59 | 0.53 | 0.95 | 0.94 | 0.87 | 0.93 | |
France | 0.60 | 0.69 | 0.43 | 0.56 | 0.70 | 0.73 | |
Germany | 0.46 | 0.29 | 0.24 | 0.82 | 0.70 | 0.73 | |
Greece | 0.89 | 0.53 | 0.11 | 0.44 | 0.30 | 0.46 | |
Hungary | 0.32 | 0.16 | 0.15 | 0.40 | 0.58 | 0.61 | |
Ireland | 0.81 | 0.94 | 0.36 | 0.48 | 0.85 | 0.98 | |
Italy | 0.25 | 0.11 | 0.22 | 0.26 | 0.63 | 0.66 | |
Latvia | 0.66 | 0.54 | 0.20 | 0.28 | 0.80 | 0.69 | |
Lithuania | 0.77 | 0.88 | 0.22 | 0.54 | 0.58 | 0.63 | |
Luxembourg | 0.59 | 1.00 | 0.55 | 0.72 | 0.53 | 0.49 | |
Malta | 0.00 | 0.43 | 0.36 | 0.54 | 0.45 | 0.31 | |
Netherlands | 0.67 | 0.77 | 0.64 | 1.00 | 0.85 | 0.64 | |
Poland | 0.78 | 0.49 | 0.10 | 0.30 | 0.88 | 0.90 | |
Portugal | 0.54 | 0.48 | 0.33 | 0.46 | 0.64 | 0.75 | |
Romania | 0.08 | 0.00 | 0.00 | 0.04 | 0.00 | 0.18 | |
Slovakia | 0.63 | 0.39 | 0.07 | 0.50 | 0.59 | 0.44 | |
Slovenia | 0.87 | 0.57 | 0.27 | 0.52 | 0.83 | 0.81 | |
Spain | 0.05 | 0.63 | 0.36 | 0.56 | 0.60 | 0.89 | |
Sweden | 0.62 | 0.68 | 1.00 | 0.86 | 0.76 | 0.80 |
Rank. | Country | Sustainable Education Index (SEI) | Value | Clusters | SEI Values (0–1) |
---|---|---|---|---|---|
1 | Finland | 0.802 | 0.7 < SEI < 0.9 | Cluster I: High performers | |
2 | Sweden | 0.787 | |||
3 | Netherlands | 0.761 | |||
4 | Ireland | 0.736 | |||
5 | Estonia | 0.731 | |||
6 | Denmark | 0.731 | |||
7 | Luxembourg | 0.648 | 0.5 < SEI < 0.7 | Cluster II: Moderate performers | |
8 | Slovenia | 0.645 | |||
9 | France | 0.617 | |||
10 | Lithuania | 0.602 | |||
11 | Belgium | 0.597 | |||
12 | Austria | 0.589 | |||
13 | Poland | 0.574 | |||
14 | Germany | 0.540 | |||
15 | Portugal | 0.531 | |||
16 | Latvia | 0.528 | |||
17 | Czechia | 0.522 | |||
18 | Spain | 0.515 | |||
19 | Croatia | 0.503 | |||
20 | Greece | 0.454 | 0.3 < SEI < 0.5 | Cluster III: Struggling performers | |
21 | Slovakia | 0.436 | |||
22 | Hungary | 0.368 | |||
23 | Italy | 0.355 | |||
24 | Cyprus | 0.349 | |||
25 | Malta | 0.349 | |||
26 | Bulgaria | 0.096 | 0 < SEI < 0.3 | Cluster IV: Low performers | |
27 | Romania | 0.048 |
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Momete, D.C.; Momete, M.M. Map and Track the Performance in Education for Sustainable Development across the European Union. Sustainability 2021, 13, 13185. https://doi.org/10.3390/su132313185
Momete DC, Momete MM. Map and Track the Performance in Education for Sustainable Development across the European Union. Sustainability. 2021; 13(23):13185. https://doi.org/10.3390/su132313185
Chicago/Turabian StyleMomete, Daniela Cristina, and Manuel Mihail Momete. 2021. "Map and Track the Performance in Education for Sustainable Development across the European Union" Sustainability 13, no. 23: 13185. https://doi.org/10.3390/su132313185
APA StyleMomete, D. C., & Momete, M. M. (2021). Map and Track the Performance in Education for Sustainable Development across the European Union. Sustainability, 13(23), 13185. https://doi.org/10.3390/su132313185