The current research study utilized a case study research method to test the theory that the creativity and innovative processes are a complex adaptive system. Through qualitative interviews with renowned creators, the current study categorized the data into eight characteristics of complex adaptive systems: path dependent, systems have a history,…

The Cox proportional hazards model has been pervasively used in many social science areas to examine the effects of covariates on timing to an event. The standard Cox model is intended to study univariate survival data where there is a singular event of interest, which can only be experienced once. However, we may additionally wish to explore a…

Entrustable professional activities (EPAs) and their corresponding entrustment supervision (ES) scales are an innovative education assessment model to provide authentic assessment and growth of health professions education learners. The overall goal of this work is to gain insight into the utility of an EPA framework for assessment within pharmacy…

The rationality and the effectiveness of classroom teaching behavior directly influence the quality of classroom instruction. Analyzing teaching behavior intelligently can provide robust data support for teacher development and teaching supervision. By observing verbal and nonverbal behaviors of teachers in the classroom, valuable data on…

Knowledge tracing (KT) models are a popular approach for predicting students' future performance at practice problems using their prior attempts. Though many innovations have been made in KT, most models including the state-of-the-art Deep KT (DKT) mainly leverage each student's response either as correct or incorrect, ignoring its content. In…

Purpose: This study aims to develop a new entrepreneurial university model that will provide a comprehensive picture and explain how universities can become entrepreneurial by considering several factors, both internal and external. Design/methodology/approach: This research collected data by conducting a survey and elaborates on the judgments of…

This paper illustrates an evaluation model emerging from Australian research. With reference to a range of contexts, its usefulness is demonstrated through application to two professional development initiatives designed to improve continuity of learning in the context of the transition to school. The model reconceptualises approaches to…

The Strategic Universal Design for Learning Course Development (S-UDLCD™) Faculty & Institutional Evaluation System (2023) is a research-based framework for assessing faculty performance, enhancing student retention, and improving institutional effectiveness. Unlike traditional models, this system integrates predictive analytics, student…

In response to one of the demands for EFL learners to have cross cultural competence mainly on cultures of English speaking countries, this article describes assessment model implemented in "Learning Gallery technique" to teach "Cross Cultural Understanding." "Learning Gallery" as one of the innovative ways of…

Purpose: While the number of entrepreneurship education programmes offered around the world is on the rise, research into the assessment of entrepreneurship education programmes is still lacking. The purpose of this paper is to take the stance that entrepreneurship education has to focus on a set of transversal competences aimed at teaching…

The purpose of this piece is to provide the research and rationales behind Practice Profiles. To achieve outcomes and develop effective implementation supports, innovations need to be "teachable, learnable, doable, and assessable." Practice Profile methodology facilitates the development of innovations and their necessary infrastructure.…

The purpose of this study is to determine the levels of concern of Illinois principals regarding the adoption of an evaluation system modeled after Charlotte Danielson's Framework for Teaching. Principal demographics and involvement in the use of and professional development surrounding Charlotte Danielson's Framework for Teaching were studied for…

This qualitative case study focused on 13 elementary teachers' perceptions of their evaluations. Using multiple schools (5) and teachers (13) we explored the impact of evaluations on instruction. Informed by Pekrun's control-value theory, our analysis focused on teachers' motivations and emotions. Teachers did not value or feel in control of their…

This article analyses student-learning outcomes from the redesign of Introduction to Physical Geography 101. Among the purposes of the redesigned course were to enhance student learning by providing rich interactive online content, provide more meaningful instructor-student and peer-peer exchanges, and to promote attitudes that facilitate student…

Objective: Differential response (DR) models have been implemented internationally since the mid-1990s as an innovative way of responding to child maltreatment. The purpose of the present article is to review the literature on DR and the implications it has for current child welfare research, policy, and practice. Methods: A review of DR studies…