The OECD is a key player in global education policy advice and part of the edu-business network. This network comprises of companies, philanthropies, consulting agencies and think tanks profiting from educational governance reforms and large-scale testing. This article investigates the structure of the OECD global policy network and its capability…

The importance of non-cognitive skills for academic achievement and future success has been emphasized but the invariance among the relationships of these constructs across different groups and countries is rarely studied. In this study, we used a novel approach, psychometric network analysis, to analyze the invariance of connections between…

In 2014, the OECD-PISA's Governing Board approved the addition of a set of global competence measures to its Programme of Student Assessment. In our paper, we explore whether and how there are discursive shifts between the two framing papers (2016/2018) and what the outcomes are for policy-shaping. To this end, we employ Network Text Analysis to…

Background/Context: Adding global competency to the Organisation of Economic Cooperation and Development (OECD) Program of International Student Assessment (PISA) suite heralds the world's first large-scale attempt at gauging education systems' development of students' global competency. Given the contested definitions and more than 150 extant…

In this article, a science interest network model (SINM) is introduced and a first empirical test of the model is presented. The SINM models interest as a dynamic relational construct, in which different interest components, that is, affective, behavioral, and cognitive components and related motivational components mutually reinforce one another…

The purpose of this research was to determine classification accuracy of the factors affecting the success of students' reading skills based on PISA 2018 data by using Artificial Neural Networks, Decision Trees, K-Nearest Neighbor, and Naive Bayes data mining classification methods and to examine the general characteristics of success groups. In…

In 2018 the OECD added a set of global competence measures to its PISA programme, and reported on the outcomes in November 2020. In this paper I explore the provenance of the idea of global competence underpinning the OECD-PISA Global Competence framework and measure. The official account by the OECD references the OECD PISA Governing Board,…

In contrast to traditional statistical approaches, which assume the existence of a latent common cause leading to the emergence and covariance of indicators, network modeling assumes that latent features emerge because of interactions between indicators. Clearly, such a way of treating the results of the Program for International Student…

This paper examines the Organisation for Economic Cooperation and Development's (OECD) PISA for Schools, a local variant of the more-renowned 'main PISA' test that measures and compares individual school performance on reading, mathematics and science against international schooling systems. Here, I address the governance implications of how PISA…

This study aims to compare the performances of the artificial neural network, decision trees and discriminant analysis methods to classify student achievement. The study uses multilayer perceptron model to form the artificial neural network model, chi-square automatic interaction detection (CHAID) algorithm to apply the decision trees method and…

The present study aims to determine which analysis technique-Artificial Neural Networks (ANNs) or Logistic Regression (LR) Analysis-is better at predicting the science literacy success of the 15-year Turkish students who participated in PISA research carried out in 2015 by using learning time spent on science, test anxiety, environmental…

This paper explores 1) why humanistic literacy is important in welcoming the industrial revolution 4.0, especially in the academic community and 2) how the implementation of MBKM (Collegiate Independent Learning) programs can be the main support in responding to industry 4.0. The purpose of this paper is to illustrate "how" the academic…

In the last two decades, the great technological advances sweeping society have made inroads into the educational sphere. The use of information and communication technology and social networks has opened up new possibilities for student learning, which require appropriate treatment by family and teachers. This quantitative study takes a new…

Drawing on archival sources, interviews, and research literature, this article offers new insights into the making, structure and long-term effects of the International Educational Indicators (INES) programme of the Organisation for Economic Co-operation and Development (OECD). The article argues that INES was crucial in setting the OECD on the…

This article explores the discourses concerning, and actors promoting, the recent 'rise' of East Asia in the global trend of education policy borrowing. It focuses on the ways in which English policymakers and media have represented the 'success' of East Asian education systems in international large-scale tests. Taking the Organization for…