Doubly robust (DR) estimators that combine regression adjustments and inverse probability weighting (IPW) are widely used in causal inference with observational data because they are claimed to be consistent when either the outcome or the treatment selection model is correctly specified (Scharfstein et al., 1999). This property of "double…

Providing diagnostic feedback about growth is crucial to formative decisions such as targeted remedial instructions or interventions. This article proposed a longitudinal higher-order diagnostic classification modeling approach for measuring growth. The new modeling approach is able to provide quantitative values of overall and individual growth…

Procrastination is a delay in an intended course of action and, thus, a self-regulation failure hindering growth and well-being. Contrarily, self-regulation is a set of cognitive and metacognitive skills and strategies supporting goal-directed behavior. There is ongoing discussion regarding the extent to which (and the ways in which) promoting…

This paper proposes a distance-based doctoral supervisory model to support students in the process of navigating self, agency, and emotions over their doctoral journey. The model emerged through our examination of the lived experiences of three Chinese female doctoral students who, though enrolled as internal students in our New Zealand…

Research has indicated that by acquiring the skills realted to self-determination postschoool outcomes and quality of life are likely to improve for young adults with disabilities. Therefore, instructional efforts focused on fostering the self-determination skills is considered an essential component of the educational program and services for…

With recent advances in artificial intelligence (AI), machine learning (ML) has been identified as particularly useful for organizations seeking to create value from data. However, as ML is commonly associated with technical professions, such as computer science and engineering, incorporating training in the use of ML into non-technical…

Purpose: The purpose of this paper is to analyse the mediating role of organisational citizenship behaviour between transformational leadership and successful implementation of education 4.0 in higher educational institutes using the PLS-SEM approach. Design/methodology/approach: The study uses cross-sectional and quantitative approach to decode…

Purpose: The issue of quality assurance in vocational and technical education (VTE) programs identifies a perilous need to develop a conceptual framework for teaching and learning standards. This study aims to identify standard components for teaching and learning to ensure quality delivery for the achievement of VTE objectives. The quality…

One issue facing teachers who implement model-based instruction within the school system is the tight curricular schedule. The 'lesson objective tension' calls for investigations to address instructional issues such as how to organise modelling-based instruction at the curriculum level which is across multiple units. We investigated the effect of…

Trunk anatomy education is critical in the training of the surgeon. Most trunk anatomy education systems use a personal or synthetic anatomical model. It remains difficult to obtain appropriate population anatomy information and create individualized anatomy customization based on a quantity of diverse data. Furthermore, the naked-eye virtual…

Automating the classification of instructional strategies from a large-scale online tutorial dialogue corpus is indispensable to the design of dialogue-based intelligent tutoring systems. Despite many existing studies employing supervised machine learning (ML) models to automate the classification process, they concluded that building a…

In 2016, an NCAA multidisciplinary task force published a consensus document outlining best practices for addressing student-athletes mental wellness. However, despite their recommendations and the growing development of mental health services for college student-athletes, no published literature exists reviewing the existing models of collegiate…

A relevant learning space for academics, especially junior researchers, is the academic conference. While conference participation has long been associated with personal attendance at the conference venue, virtual participation is becoming increasingly important. This study investigates the perceived value of a purely virtual academic conference…

Part 1 of this article described THE FUSED Technique (Ford & Knutson, 2024) as a new pedagogical approach to teaching K-12 health education, blending or fusing the best aspects from the standards-based and skill-based health education teaching models. THE stands for teaching health education and FUSED stands for functional (data driven)…

This study adds to creativity research by investigating the connection between employees' ruminations about life-threatening crises and their creative work behavior, with a specific focus on the mediating role of their experiences of personal life-to-work conflict and the moderating role of their resilience in this connection. Cross-sectional…