To effectively avoid subjective bias in manual evaluation. This article proposes a MIDI piano teaching performance evaluation method based on bidirectional LSTM. This method utilizes a three-layer bidirectional LSTM neural network mechanism to make it easier for the model to capture useful information. In addition, the Spark clustering training…

Authentic assessment -- where instructors create a realistic, cognitively challenging learning environment -- is critical in environmental science education. However, academic staff insufficiently rely on best practices in authentic learning due to lack of knowledge or interest. Here, we evaluate existing frameworks to improve the authenticity of…

With the increased emphasis in communicative language learning and task-based language teaching, classroom assessment increasingly includes performance-based assessments (e.g., essays, speeches, projects, presentations), which require careful planning and can be challenging to implement and assess. The ability to design and use well-designed…

Given the common problem of incoherence in district reform efforts, this qualitative study sought to understand what conditions enable (and/or constrain) the efforts of Technical Assistance Organizations (TAOs) to align their products and services with each other and with the specific goals of a district. This paper explores the complexity of TAOs…

Contribution: This article describes and evaluates a novel undergraduate communication skills course for engineering students. The course focuses on improving student communication skills by using interactive lectures and authentic assessment activities in a scalable manner. Background: Published studies and reports suggest communication skills…

Task-Based Language Teaching has been developed in response to the teacher-dominated, focus-on-forms methods such as Present, Practice, Produce (PPP). The body of literature is replete with studies examining the learning efficacy of the PPP approach versus TBLT; however, these studies did not use assessment tasks in comparing these two methods. To…

This research provides evidence that the flipped classroom instructional format increases student final exam performance, relative to the traditional instructional format, in a large lecture principles of economics course. The authors find that the flipped classroom directly improves performance by 0.2 to 0.7 standardized deviations, depending on…

Developing models, using mathematics, and constructing explanations are three practices essential for science inquiry learning according to education reform efforts, such as the Next Generation Science Standards (NGSS Lead States, 2013). However, students struggle with these intersecting practices, especially when developing and interpreting…

Teacher training programs have a pivotal role in sophisticated Turkish education system. In order to reach high standards in teacher training, trainers should encourage and supervise pre-service teachers to use effective teaching skills and strategies. To ensure that providing feedback is regarded to be a widely accepted way for maximizing the use…

Case-based learning (CBL) has been proposed as an effective method to promote student knowledge and motivation. The timing and methods for implementation have varied among schools, and data regarding the effectiveness of this pedagogy compared to other learning modalities are inconclusive. We introduced five different cases in the first course of…

Teaching research methods to tertiary students is fraught with challenges including the absence of an established pedagogy in teaching research, the complexity of research concepts and activities, and mixed levels of student engagement. This study provides a five-year review of an undergraduate health research subject to examine teaching…

Building a learning environment for students to meet educational objectives is a major challenge facing education stakeholders, particularly teachers. This study aimed to design and implement an e-task-based approach (eTBA) and examine its impact on 21st-century learning outcomes (21st-CLOCs)--namely, critical thinking and problem solving,…

This study investigated the influence of team-based learning (TBL) methods on exam performance and student satisfaction in an introductory psychology class. Fifteen instructors teaching 29 sections (with a combined enrollment of approximately 1,130 students) were randomly assigned to use TBL for 7 of 12 major topics or to use lecture. All students…

There is a growing interest in conceptualizing, defining, and assessing what are often called 21st century skills or deeper learning competencies. The purpose of this literature review is to explore the conceptualizations, definitions, and understandings in the research literature related to collaboration. Key initial questions include: What is…

Current opinion on undergraduate studies has led to a reformulation of teaching methodologies to base them not just on learning, but also on skills and competencies. In this approach, the teaching/learning process should accomplish both knowledge assimilation and skill development. Previous works demonstrated that a strategy that uses continuous…