Multistate models are often used in social research to analyze how individuals move between states. A typical application is the estimation of the lifetime spent in a certain state, like the lifetime spent in employment, or the lifetime spent in good health. Unfortunately, the estimation of such quantities is prone to several biases. In this…

Scientific teleological explanations cite end states as causes to account for physical phenomena. Researchers in science education have noted that students can use teleological explanations in ways that are illegitimate, for example, by implying that inanimate objects are acting intentionally. Despite such cases, several examples of legitimate…

This paper constitutes the introduction to the special issue of "Pedagogy, Culture & Society," titled 'Intercultural Communication Pedagogy and the Question of the Other', which emerged from the launch event of the Institute for Language Education at the Moray House School of Education and Sport, University of Edinburgh. It proceeds…

Career development theory is critical in understanding how individuals make transitions through education and the workplace. However, despite evidence of the importance of geographical place in shaping individual trajectories, limited theoretical work has focused on the topic. In this paper, the potential for the development of a theoretical…

This paper introduces the basic knowledge of integral factors of first-order ordinary differential equations and Lie symmetry analysis. It then discusses the principle of constructing an integral factor of the first-order ordinary differential equation by the Lie symmetric method. Finally, it presents some examples to show the process of…

This article develops a framework for the causal analysis of critical events in case study research. A critical event is defined as a contingent event that is causally important for an outcome in a specific case. Using set-theoretic analysis, this article offers definitions and measurement tools for the study of contingency and causal importance…

Considering job resources of college teachers as a mediating variable, this study analyzed the relationship between job crafting and job engagement and established a model of the mechanism underlying the effects of job crafting on job engagement. This theoretical hypothesis model was empirically validated using 300 valid questionnaires completed…

The impact of childhood trauma on students in schools has become a relevant issue for today's school leaders in the United States (Mendelson et al., 2015). The effects of trauma often interfere with students' ability to learn and manage the demands of a school environment. Students are coming into schools with diverse academic, behavioral, and…

This study investigated teacher-driven change efforts. A review of existing literature posits that the current education system is largely driven by top-down mandates, such as the implementation of evidence-based practices generated by large scale and randomized controlled trials. While these approaches provide the field with important knowledge,…

In modeling missing data, the missing data latent variable of the confirmatory factor model accounts for systematic variation associated with missing data so that replacement of what is missing is not required. This study aimed at extending the modeling missing data approach to tetrachoric correlations as input and at exploring the consequences of…

Random item effects item response theory (IRT) models, which treat both person and item effects as random, have received much attention for more than a decade. The random item effects approach has several advantages in many practical settings. The present study introduced an explanatory multidimensional random item effects rating scale model. The…

Transitioning from a student to a practitioner can be a very difficult and challenging period in one's career. Early career school psychologists are not only responsible for adapting to the everchanging and fast paced work of school psychology but must also deal with adjusting to a new career. This qualitative phenomenological study focused on…

In order to study the big data of college students' employment, this paper takes the big data of college students' employment as the premise, analyzes the current employment data by establishing a DBN model, and puts forward relevant management measures, aiming to provide scientific basis for the management of graduates' employment data. The…

Inherent Simmelian foundations anchor the theoretical base of the Triple Helix model. The Triple Helix model polishes the theoretical lens of Georg Simmel, revealing the empirical basis of intermediating ties in entrepreneurship and innovation. This Viewpoint article takes the path-breaking weak and strong ties approach of Mark Granovetter a step…

Online Judge (OJ) systems are typically considered within programming-related courses as they yield fast and objective assessments of the code developed by the students. Such an evaluation generally provides a single decision based on a rubric, most commonly whether the submission successfully accomplished the assignment. Nevertheless, since in an…