The objective of this research is to build automated models that emulate VerbNet, a semantic resource for English verbs. VerbNet has been built and expanded by linguists, forming a hierarchical clustering of verbs with common semantic and syntactic expressions, and is useful in semantic tasks. A major drawback is the difficulty of extending a…

This work presents a study that used distributed language representations of test items to model test item difficulty. Distributed language representations are low-dimensional numeric representations of written language inspired and generated by artificial neural network architecture. The research begins with a discussion of the importance of item…

The research this report belongs to aims at exploring the functional reasoning of high-school students from a covariation approach and proposing a framework to describe and predict the student's responses to modeling tasks in Dynamic Geometrical Situations. Items were designed for the students to build/construct the corresponding function guided…

This article describes a teacher's willingness to perform an autobiographical spoken word poem in his classroom, which provided an important model for students as they composed and shared their own slam-style poems.

Teachers' impact on student long-run success is only partially explained by their contributions to students' short-run academic performance. For this study, we explore a second dimension of teacher effectiveness by creating measures of teachers' contributions to student class-attendance. We find systematic variation in teacher effectiveness at…

The Ultimatum Game is a two-person, multiple-strategy game widely used in the experimental social sciences to demonstrate the human propensity for costly punishment in response to inequitable treatment. The game serves to provide quantitative evidence for a diversity of fairness norms across cultures. The play of the game and its interpretation…

Measuring values in sociological research sometimes involves the use of ranking data. A disadvantage of a ranking assignment is that the order in which the items are presented might influence the choice preferences of respondents regardless of the content being measured. The standard procedure to rule out such effects is to randomize the order of…

This study investigated help-seeking intentions and use of mental health services within a sample of 1128 Mainland Chinese college students (630 males and 498 females; mean age = 20.01 years, SD = 1.48). Results of structural equation modeling and logistic regression analysis suggested that social-cognitive variables had significant effects both…

Measures that accurately capture the phenomenon are critical to research and practice in group work. The vast majority of group-related measures were developed using the reflective measurement model rooted in classical test theory (CTT). Depending on the construct definition and the measure's purpose, the reflective model may not always be the…

Universities around the world are encouraging teachers to provide more constructive feedback to support student learning, but do teachers know how to distinguish constructive feedback? What pedagogical practice is considered as feedback and what is not? For example, is a rubric a type of feedback? To date, very limited research has answered these…

Active learning research emerged from the undergraduate STEM education communities of practice, some of whom identify as discipline-based education researchers (DBER). Consequently, current frameworks of active learning are largely inductive and based on emergent patterns observed in undergraduate teaching and learning. Alternatively, classic…

This quantitative and qualitative study explores the leadership challenges for women academics in the Hong Kong academy. It is informed by the theoretical lens of intersectionality and Mohanty's feminism, which seeks to give a voice to women in different nations and regions. Findings show that the majority of women did not feel supported to enter…

Purpose: The purpose of the study was to provide an example of instructional coaching for inservice teachers within the context of community-engaged scholarship (CEP), involving professional learning communities (PLCs). This study seeks to encourage policymakers to allocate budgets for instructional coaches, as well as resources for schools.…

Purpose: The purpose of this study is to explore how current trends in organization -- government regulation, authoritarian governance and digitalization acts specifically to stop relevant change of a Nordic model. These trends unfold in organizational contexts by revoking mandates, stopping information sharing and eroding trust. When these…

When working with bilingual readers, teaching for equity means building on students' linguistic strengths. To do so, we must provide intentionally designed holistic literacy instruction that encourages students to use their full literacy and linguistic repertoire. This article describes an asset-oriented approach called "Transliteracy"…