Computational thinking (CT) is a fundamental ability for learners in today's society. Although CT assessments and interventions have been studied widely, little is known about CT predictions. This study predicted students' CT achievement in the ICILS 2018 using five machine learning models. These models were trained on the data from five European…

The purpose of this study is to explore the experiences of primary pre-service teachers engaged in a peer-group mentoring program during a professional experience placement. Pre-service teachers completed weekly questionnaires and an interview about their experiences. Questionnaire and interview responses were coded and analysed according to three…

This article examines whether the way that PISA models item outcomes in mathematics affects the validity of its country rankings. As an alternative to PISA methodology a two-parameter model is applied to PISA mathematics item data from Canada and Finland for the year 2012. In the estimation procedure item difficulty and dispersion parameters are…

This paper explores the role of curiosity in promoting cross-cultural knowledge creation and competence development. It is based on a study with four international higher educational institutions, all of which offer management and business education for local and international students. The reality of multicultural and intercultural relationships…

In this article, we address the issue of participation in adult education building on the cultural capital framework. This theoretical framework suggests that (educational) practices are affected by one's social background and, more precisely, by the cultural resources handed down in the family context. To examine the validity of this theoretical…

Purpose: This paper focuses on employees' motivation to participate in innovation at the workplace. The best arguments to persuade employees to renew their work were searched. According to the expectancy theory (Vroom, 1964), a plausible link must be perceived for a motivational state to arise. The paper investigated the perceptions that…

This article presents a model for teacher education based on an ongoing action research project at a Finnish university. This model draws on the educational theory of Dewey and the pedagogical sensibility of Bakhtin to critically consider the concepts of teacher identity and agency and to highlight the role of community in teacher development. Our…

The purpose of this study was to explain teachers' perceived efficacy for teaching in inclusive classrooms by using a sample of 1911 in-service teachers from China, Finland, and South Africa. Bandura's theory of self-efficacy was used as a starting point to develop distinct models for each country. We found that in all countries, experience in…

In this article, the change in examinee effort during an assessment, which we will refer to as persistence, is modeled as an effect of item position. A multilevel extension is proposed to analyze hierarchically structured data and decompose the individual differences in persistence. Data from the 2009 Program of International Student Achievement…

Finnish school teachers are unlike their colleagues in many countries, for their ethos and skills have traditionally formed the basis for a profession which has been very loyal to the state and to the changing educational ideologies of the government. Critical historical periods of wars and social revolutions have, however, produced--to a small…

Purpose: Entrepreneurial intentions have been extensively studied in student populations, with results suggesting that higher education does not promote formation of entrepreneurial intentions (e.g. Varamäki et al., 2013). However, the gap between intending to start a business and actually doing something to start one remains. The purpose of this…

This article discusses the use of a pragmatic approach as the philosophical foundation of pedagogy in Finnish universities of applied sciences. It is presented that the mission of the universities of applied sciences falls into the interpretive paradigm of social sciences. This view is used as a starting point for a discussion about pragmatism in…

THEOR"ACTIVE" learning is a multi dimensional attachment of theories and practices. The study explores to identify the implementation of theories into practices and how it is being perceived by the students. The research on THEOR"ACTIVE" was conducted with the master degree student coming from different countries at the…

The notions of user involvement and user orientation have become popular catchphrases in innovation research and practice. Central in this research are the ideas that knowledge about users leads to better design, and that the interests of users and producers need to be aligned. In another field of research, scholars have long recognised the…

Purpose: The aim of this article is to examine whether the boundary between the separate worlds of evaluation and frontline work in a hospital can be overcome. The study provides an example of a rare, innovative creation process of an assessment tool in which the tool users and the tool producer participated. The article aims to widen the…