Purpose: The purpose of this study is, First, to leverage the limitation of annotated data and to identify the cognitive level of learning objectives efficiently, this study adopts transfer learning by using word2vec and a bidirectional gated recurrent units (GRU) that can fully take into account the context and improves the classification of the…

This article describes the use of service-learning--with a focus on civic engagement, academic performance, and personal growth- using a mock organization. This format of service -learning is utilized in an undergraduate macro-level practice social work course. This article describes the application of the mock organization and provides insight…

Since the early 1990s the number of systematic reviews (SR) of animal studies has steadily increased. There is, however, little guidance on when and how to conduct a meta-analysis of human-health-related animal studies. To gain insight about the methods that are currently used we created an overview of the key characteristics of published…

Paraeducators are the most frequent communication partners during the school day for students who use augmentative and alternative communication (AAC), yet they often lack training in AAC best practices. This intervention study examined the effect of an in-class coaching intervention on the aided language modeling (ALM) skills of paraeducators who…

Energy is a disciplinary core idea and a cross-cutting concept in the K-12 Framework for Science Education and the Next Generation Science Standards (NGSS). As numerous authors point out, the energy model in these standards emphasizes the connections between energy and systems. Using energy ideas to interpret or make sense of phenomena means…

The aim of this study is to determine the effect of teaching based on mathematical modeling on the students' academic achievement in mathematics and science education through meta-analysis. In this study, experimental studies carried out in the national and international literature were included in the meta-analysis. As a result of the literature…

The view that empirical strategies in economics should be transparent and credible now goes almost without saying. The local average treatment effects (LATE) framework for causal inference helped make this so. The LATE theorem tells us for whom particular instrumental variables (IV) and regression discontinuity estimates are valid. This lecture…

Predicting student performance in an academic institution is important for detecting at-risk students and administering early-intervention strategies. We propose a new grade prediction model that considers three factors: temporal dynamics of prior courses across previous semesters, short-term performance consistency, and relative performance…

Item Response Theory (IRT) models are a popular analytic method for self report data. We show how traditional IRT models can be vulnerable to specific kinds of asymmetric measurement error (AME) in self-report data, because the models spread the error to all estimates -- even those of items that do not contribute error. We quantify the impact of…

Although the literature on leadership is abundant and funds spent on leadership training have consistently increased over time, only 13% of organizations report that they have done a quality job with increasing leadership skills. Senior executives asserted that only 11% of leadership development interventions achieved and sustained the desired…

The principles of process-oriented guided inquiry learning (POGIL) are applied to the analysis of the emission spectrum of atomic hydrogen. Over the course of three learning cycles, students construct the hydrogen atom's energy level diagram and assign quantum numbers using their measurements of the Balmer series plus additional information on the…

Mid-level managers are one component of Ohio State University Extension's talent management system that contribute to the organization's effectiveness. OSU Extension uses mid-level managers known as Area Leaders to supervise county offices. These individuals have great impact on the support and success of local programs. Therefore, it is critical…

The limited research regarding post master's degree school counselor clinical supervision (SCCS) denotes school counselors' desire to participate in SCCS, the lack of such participation, benefits of participating in SCCS, and barriers to seeking SCCS. Prior literature explored barriers to SCCS, but there continues to be a gap in the literature as…

Latent class models with covariates are widely used for psychological, social, and educational research. Yet the fundamental identifiability issue of these models has not been fully addressed. Among the previous research on the identifiability of latent class models with covariates, Huang and Bandeen-Roche (Psychometrika 69:5-32, 2004) studied the…

Background: Systematic collection of scientific evidence on the applicability an usability of model and its components is an important aspect of design and development research. Purpose: The aim of this study is to determine external validity of the organic reaction teaching model in terms of its practicability and potentiality in enhancing…