Typically, parents or other legal guardians are asked for an active declaration that the participation of their child in scientific research is informed and voluntary. However, asking for active parental consent leads to lower quality studies and passive parental consent might be preferable. In this study, we used an online survey in which parents…

Social scientists increasingly use video data, but large-scale analysis of its content is often constrained by scarce manual coding resources. Upscaling may be possible with the application of automated coding procedures, which are being developed in the field of computer vision. Here, we introduce computer vision to social scientists, review the…

Most of the social science research is based on the implied assumption that measurement error is the same across key socio-demographic groups and all differences in key statistics of interest are real. Nevertheless, there is evidence that this is not the case. In this paper, the authors tackle this important topic by investigating if data quality…

The spatial mobility of students and academics as part of the internationalisation of higher education is becoming increasingly relevant in securing top-tier positions, especially within academia. While the number of doctoral candidates is rising, new positions are not created at the same rate, leading to scarcer career opportunities in academia…

This article investigates attitudes to societal impact of research as an entry point into understanding academic identities. Conceptually, we position academic identity at the intersection of global scientific fields and national science policies. We argue that the degree of alignment or misalignment between the two can create coherent academic…

ICAP is a framework that classifies learning processes based on students' explicit behaviors. The framework is developed for testing the hypothesis that interactive exercises are better than constructive exercises, and active exercises are better than the passive exercises for higher cognitive engagement and better learning outcomes. The ICAP…

This study aims to describe components and levels of upper secondary social science students' reasoning about social problems. We consulted conceptualizations of social scientific reasoning in sociology textbooks and social science education literature, analyzed student papers, and conducted focus groups with social science teachers and teacher…

As massification of higher education developed, employment challenges in changing labour markets aroused the attention of scholars globally. An interdisciplinary approach called world-system theory is applied by scholars from the social sciences, history, anthropology and cultural studies. This study applied the theory in a bibliometric analysis…

Polymathy may be defined as the productive pursuit of multiple endeavors, simultaneously or serially, across a lifetime. As such, polymathic breadth of interest across knowledge domains characterizes Nobel laureates in the sciences, literature, economics, and peace, though interest patterns vary between groups. Economics laureates, like science…

This paper presents a bibliometric analysis of highly cited articles published in the Web of Science category "Education and Educational Research" in the Social Science Citation Index (SSCI). A total of 2091 journal articles published in this category and cited more than 100 times up to the end of the year 2016 were retrieved as highly…

The use of advanced quantitative methods within mixed methods research has been investigated in a limited capacity. In particular, hierarchical linear models are a popular approach to account for multilevel data, such as students within schools, but its use and value as the quantitative strand in a mixed methods study remains unknown. This article…

Little is known about how the complex notion of higher education quality is understood and (strategically) handled by a specific group of key university actors: directors of educational programmes. A framing analysis of in-depth interviews was conducted to explore how bachelor-programme directors in Dutch social science departments understand and…

European institutions of higher education have increasingly sought to improve the accountability and transparency of teaching and research with formal procedures and performance criteria. In a longitudinal analysis conducted in faculties of social sciences and economics at universities in the Netherlands, Sweden and the United Kingdom, we examined…

In this paper, we compare the estimates of earnings determinants based on the non-probabilistic WageIndicator web survey with those based on the widely used, representative EU Study of Income and Living Conditions survey. Using 10 years of Dutch data, we show that there exists an established segment of predominantly junior workers from which the…

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…