The synthetic control method (SCM) is a popular approach for estimating the impact of a treatment on a single unit with panel data. Two challenges arise with higher frequency data (e.g., monthly versus yearly): (1) achieving excellent pre-treatment fit is typically more challenging; and (2) overfitting to noise is more likely. Aggregating data…

Assessing students' answers and in particular natural language answers is a crucial challenge in the field of education. Advances in transformer-based models such as Large Language Models (LLMs), have led to significant progress in various natural language tasks. Nevertheless, amidst the growing trend of evaluating LLMs across diverse tasks,…

Mathematics learning plays a significant role for high school students. Although gender differences in mathematics learning have been well documented, gender differences in mathematics learning self-assessment have not been adequately studied. The purpose of this study was to investigate whether gender differences existed in the mathematics…

Teachers hold complex goals when making decisions about their curriculum. In particular, the proliferation of supplemental resources means teachers negotiate both how to use the adopted curriculum and how to supplement it with additional resources. Through a study of the language teachers use, the decision-making of three elementary classrooms is…

Engagement can be described as students' tendency to work productively, think deeply, enjoy and value their learning, and to support each other in the process of learning (ZDM article). Each of these dimensions can be indexed by a variety of psychologically validated constructs such as interest and enjoyment, self-regulation, effort, emotional…

Developing models and using mathematics are two key practices in internationally recognized science education standards such as the Next Generation Science Standards (NGSS, 2013). In this paper, we used a virtual performance-based formative assessment to capture students' competencies at both "developing" and "evaluating"…

Peer assessment has proven to be a useful strategy for increasing the timeliness and quantity of formative feedback, as well as for promoting metacognitive thinking among students. Previous research has determined that reviews that contain suggestions can motivate students to revise and improve their work. This paper describes a method for…

Since the George Floyd murder in 2020 and Black Lives Matter campaign, there has been increased interest among evaluators and PIs in Diversity, Equity and Inclusion (DEI) in their projects and evaluations. Our previous research showed a lack of clarity in understanding the distinction between the terms in practice and desire to engage with these…

This paper develops a better understanding of the explicit and implicit implications of the academic field's competitization, with a specific focus on the role that academic social networks and platforms (ASNPs) play in this process. While ASNPs are embedded within a broad and complex ecology of academic competition we show that particularly…

The requirements for the quality of the teacher's pedagogical work and its assessment are constantly increasing. The paper focused on knowledge related to teacher competence. It resulted from research activities in several scientific research projects (e.g. the Slovak Research and Development Agency, Evaluation of Teacher Competencies),…

Technology in education is purposely designed to help both educators and students in knowledge transfer and knowledge gain simultaneously. In many aspects, technology in education is supposed to prove that education can be delivered effectively and efficiently. However, there are cases in which technology in education can be frustrating and…

In language courses, oral skills are frequently a source of anxiety for students. Moreover, in some occasions, students are unfamiliar with the evaluation criteria used to assess their performances, increasing their level of stress when facing the oral exam. This article describes a series of activities based on the introduction of several…

Summative assessment is often criticised as an unfair representation of learner effort and aptitude. In summative high-stakes examinations, economically privileged learners consistently outperform marginalised counterparts, perpetuating inequitable social class reproduction. But UN Sustainable Development Goal No.4 calls for equitable quality…

Open-ended questions in mathematics are commonly used by teachers to monitor and assess students' deeper conceptual understanding of content. Student answers to these types of questions often exhibit a combination of language, drawn diagrams and tables, and mathematical formulas and expressions that supply teachers with insight into the processes…

Educators within post-secondary institutions receive input in the form of course evaluations from their students. The aim of receiving student input is to improve the teaching and learning experience for all. There are, however, inherent problems with the current methods of obtaining students' views through course evaluations. In this pilot study,…