ES šalių švietimo sistemų efektyvumo ir našumo analizė naudojant antrinius didelės apimties duomenis

S. Raižienė, D. Stumbrienė, L. Ringienė, R. Dukynaitė, A. Jakaitienė

The European Proceedings of Social & Behavioural Sciences (EpSBS), ICEEPSY 2018. UK: 2019, vol. LIII, p. 241-254

ISSN: 2357-1330
DOI: 10.15405/epsbs.2019.01.24

Abstract. Teaching practices are the most significant factors in explaining students’ academic outcomes (Caro 2016). They vary across education systems and their effectiveness depends on the composition of other factors (Kyriakides, 2008). This study investigates the effects of students’ perceived teaching practices during science lessons (enquiry-based science teaching practices, adaption of instruction, teacher support, and perceived feedback) on student science performance whilst considering socioeconomic characteristics. Also, we compare these associations across various EU learning contexts. Data from 24 EU education systems that participated in PISA 2015 were used. Our results suggest that the prevalence of analyzed teaching practices is different across EU countries. The results of multiple linear regression show that the models explained from 14% to 25% variance of student science performance across EU countries. The adaption of instruction is positively related and perceived feedback is negatively related to science performance. These patterns of associations are similar across all observed EU countries. The association of enquiry-based teaching with performance is negative in the majority of EU countries. Teacher support does not work in the same manner as we obtain both positive and negative effects across EU countries. Our results confirm the difference of effectiveness of teaching practices across EU learning contexts.

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A. Jakaitienė, A. Žilinskas, D. Stumbrienė

Informatics in education. Vilnius : 2018, vol. 17, no 2, p. 245-263

ISSN: 1648-5831
DOI: 10.15388/infedu.2018.13

Abstract. Many countries have focused on the improvement of education system performance. Small number of studies consider system of a country as unit of assessment where indicators represent all levels of education system. In the paper, we propose the methodology for the performance analysis of education systems as a whole hybridizing Data Envelopment Analysis and Principal Component Analysis. Its applicability is illustrated by the analysis of the data collected for 29 European countries. In the analysis we used publicly available data from EUROSTAT and OECD which European Commission uses for the performance monitoring of education in European Union. No prior assumptions were made or expert judgements included. We demonstrated good performance of the method on limited data set. The proposed methodology of hybrid Data Envelopment Analysis and Principal Component Analysis allows researchers analyse education systems quantitatively. The recommendations for improvements and assessment of real world education systems should be based on the analysis of a sufficiently large data set comprehensively representing the considered education systems.

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Projektas bendrai finansuotas iš Europos socialinio fondo lėšų (projekto Nr. DOTSUT-39 (09.3.3-LMT-K-712-01-0018) / LSS-250000-57) pagal dotacijos sutartį su Lietuvos mokslo taryba (LMTLT).