Methods based on machine learning have become increasingly popular in many areas as they allow models to be fitted in a highly-data driven fashion and often show comparable or even increased performance in comparison to classical methods. However, in the area of educational sciences, the application of machine learning is still quite uncommon.…

Qualifications frameworks are tools for describing qualifications of an education or training system by classifying them into levels. Each level provides a clear description of what the holder of a qualification knows, understands and is able to do. They are important tools for making qualifications transparent and comprehensible, within and…

Qualifications frameworks are tools for describing qualifications of an education or training system by classifying them into levels. Each level provides a clear description of what the holder of a qualification knows, understands and is able to do. They are important tools for making qualifications transparent and comprehensible, within and…

Although there is an extensive body of literature on the causes and consequences of early school leaving (ESL), little is known of how early school leavers cope with their situation after having left the education system. This paper's main objective is to fill this research gap. At first we look at developments in the social positioning of early…

This study focuses on the state and effectiveness of national funding systems of Higher Education to support the European Universities Initiative. Its focus lies on the mechanisms employed by Member States for the core funding of higher education institutions, in particular the mechanisms that include performance elements. More specifically, the…

The term 'Plant Blindness' describes people tending to overlook plants, even though they have an enormous importance for life on earth, especially because of their ability to photosynthesise. Many attempts have been made to counteract plant blindness in biology education. However, so far there is no comprehensive tool to assess the degree of plant…

Are teachers and principals aligned in their perceptions of the core components of the theory of Leadership for Learning across countries, or are there subgroups of schools in which there is misalignment? The purpose of this study is to examine the extent to which a congruency-typology model of leadership for learning is distributed across…

The purpose of this research is to set the characteristics of the contents of the course books that are prepared for the lessons of mother tongue education in secondary schools in different countries. Within the frame of the purpose, the content of the course books in Germany, Austria, Finland, Northern Macedonia, Hungary and Turkey were analyzed…

As the German vocational education and training (VET) system, with its dual learning environment in both firms and vocational schools, is an international benchmark, many concepts and projects are aiming to transfer this approach to other countries and education systems. In such contexts, it is important to consider the specific concepts and…

In spite of the importance of the topic, there are few comparative studies of the aims of history teaching, even in Europe. Domain-specific epistemic beliefs are relevant for understanding the teaching and learning of history and the development of deliberative thought. We studied epistemic beliefs in the context of the general aims of history…

Explanatory typologies have recently experienced a renaissance as a research strategy for constructing and assessing causal explanations. However, both the new methodological works on explanatory typologies and the way such typologies have been used in practice have been affected by two shortcomings. First, no elaborate procedures for assessing…

This report provides information on the structure of mainstream European education systems, from pre-primary to tertiary level for the 2020/21 school and academic year. It includes national schematic diagrams and a guide to reading the diagrams. It also contains a map visually showing the main organisational models of primary and lower secondary…

Under the premise that the young generation of teenagers cannot be considered to be uniform, this study identified groups of teenagers based on their level of climate change awareness. Questionnaires answered by 760 teenagers (13-16 years old) from Germany and Austria were analyzed using a hierarchical cluster analysis. The teenagers were assigned…

This report provides information on the structure of mainstream European education systems, from pre-primary to tertiary level for the 2019/20 school and academic year. It includes national schematic diagrams and a guide to reading the diagrams. It also contains a map visually showing the main organisational models of primary and lower secondary…

This report provides information on the structure of mainstream European education systems, from pre-primary to tertiary level for the 2018/19 school and academic year. It includes national schematic diagrams, an explanatory guide and a map showing visually the main organisational models of compulsory education. They also reveal that there are…