The nonequivalent groups with anchor test (NEAT) design is widely used in test equating. Under this design, two groups of examinees are administered different test forms with each test form containing a subset of common items. Because test takers from different groups are assigned only one test form, missing score data emerge by design rendering…

Automatic short-answer grading (ASAG) is a key component of intelligent tutoring systems. Deep learning is an advanced method to deal with recognizing textual entailment tasks in an end-to-end manner. However, deep learning methods for ASAG still remain challenging mainly because of the following two major reasons: (1) high-precision scoring…

What is the aim of giftedness? Is the goal to narrow in on the gifts of a select few or to nurture everyone's gifts such that they may be exchanged with each other? Drawing from creativity theory, we emphasize the possible interactive element of giftedness. Current paradigms risk ignoring hidden creativities and for potential to remain in the…

Small sample sizes pose a severe threat to convergence and accuracy of between-group level parameter estimates in multilevel structural equation modeling (SEM). However, in certain situations, such as pilot studies or when populations are inherently small, increasing samples sizes is not feasible. As a remedy, we propose a two-stage regularized…

The aim of this study is to develop a valid and reliable measurement tool to identify teachers' tendencies towards professional development models. In line with the purpose of scale development, a survey model was preferred. The scale was designed to be applicable to teachers from various disciplines currently working in any institution…

"Transforming the School Counseling Profession" is an introduction that conveys how the roles of the professional school counselor fit together comprehensively. Using easy-to-understand language and illustrated with numerous applied examples, case studies and vignettes, it connects theory to practice with real examples of practitioners…

This paper presents a critical review of theoretical models on institutional internationalization in higher education. Over the past three decades, scholars have proposed numerous frameworks to understand internationalization processes, yet gaps persist in their practical application and integration. Through a systematic and evaluative examination…

Prior research on the "Community of Inquiry" (CoI) framework has a limited amount of work which uses structural techniques to confirm the factorial structure of the CoI. The current study investigates the structural relationships among the three elements of the CoI framework (cognitive presence, teaching presence, and social presence),…

Capacity-building has been promoted by the central level in Chile, through a reform that resembles school districts, where the intermediate level is intended to provide pedagogical support for schools. However, this has proven to be challenging due to different visions about what capacity-building looks like and how it relates to school…

Writing workshop, as conceived by Donald Graves and other US researchers in the 1980s, positively transformed the writing instruction of many teachers. However, others experienced considerable challenges as they tried to create workshop classrooms. This article examines the three historical conditions that defined workshop: (1) choice, (2) time…

In this Methods Showcase Article, we illustrate mixed-effects modeling with a multinomial dependent variable as a means of explaining complexities in language. We model data on future-time reference in second language Spanish, which consists of a nominal dependent variable that has three levels, measured over 73 participants. We offer step-by-step…

In learnersourcing, automatic evaluation of student-generated content (SGC) is significant as it streamlines the evaluation process, provides timely feedback, and enhances the objectivity of grading, ultimately supporting more effective and efficient learning outcomes. However, the methods of aggregating students' evaluations of SGC face the…

The article examines the relationship between higher education and the public good in France. It draws on interviews conducted with staff across four French universities as part of a larger international comparative project. We argue that the 'Republican model' is strongly underpinned by the notion of 'public service' which is itself guided by the…

The ethics surrounding the development and deployment of generative artificial intelligence (genAI) is an important topic as institutions of higher education adopt the technology for educational purposes. Concurrently, stakeholders from various organizations have reviewed the literature about the ethics of genAI and proposed frameworks about it.…

In this article Antti Moilanen assesses criticisms of Wolfgang Klafki's model of exemplary teaching made by Meinert Meyer and Hilbert Meyer and by Chi-Hua Chu. "Exemplary teaching" is a style of discovery-based teaching in which students study concrete examples of general principles in such a way that they acquire transferable knowledge…