Learning analytics dashboards have been developed to facilitate teacher guidance in computer-supported collaborative learning (CSCL). As yet, little is known about how teachers interpret dashboard information to facilitate guidance in their teaching practice. This study examined teachers' behavior patterns in interpreting information from…

This study focuses on the experimental design concept to test the association between academic achievement and sports participation of secondary students. This association was tested using qualitative and quantitative data analysis through a case study. Findings displayed a similarity with the conceptual model by Fejgin (1994), with three…

Granting access to student information, for what purpose, and to whom, is rarely a simple decision. Academic records have long been critical to the functioning of a university, but leveraging institutional data has become increasingly important (Lester, et al. 2017). Data stewards in higher education institutions nationwide confront a…

This paper examines to what extent paper-based data-driven learning (DDL) activities can improve Thai EFL students' vocabulary learning concerning three English synonymous adjectives, which are naughty, disobedient and rebellious, and explores the attitudes of the participants towards learning through the DDL activities. This study was a one-group…

Courses: Research methods for undergraduates or graduates. Objectives: The aims of this activity are: (1) to clarify the basics of experimental design; (2) to illustrate the concept of levels of measurement; (3) to demonstrate in-person/hands-on data collection procedures; (4) to understand and practice the steps in null hypothesis testing; and…

Objective: The purpose of this study was to explore how public community college presidents draw upon data, their core values, and lived experiences to make decisions about how they can best respond to the holistic needs of their students. Method: Utilizing secondary elite focus group data with 15 community college presidents in Texas, we employed…

Curriculum mapping is the process of creating a visual representation of the teaching and assessment of learning outcomes in a degree, program or major. Best practice recommendations about curriculum mapping typically focus on mapping individual programs. Therefore, many recommendations, such as meeting individually with faculty as they map their…

Technical documentation for educational tests focuses primarily on properties of individual scores at single points in time. Reliability, standard errors of measurement, item parameter estimates, fit statistics, and linking constants are standard technical features that external stakeholders use to evaluate items and individual scale scores.…

The validity of evidence obtained from classroom assessments in schools is an important concept as significant decisions are made from teachers' judgments of this evidence. However, what is not clear are the classroom assessment practices that teacher teams use to ensure that the evidence of student learning produced from classroom assessments is…

There are many grey areas in the interpretation of academic integrity in the course on Introduction to Programming, commonly known as CS1. Copying, for example, is a method of learning, a method of cheating and a reuse method in professional practice. Many institutions in India publish the code in the lab course manual. The students are expected…

Retaining new teachers has long been an issue that has plagued K-12 education (Garcia & Weiss, 2019; Ingersoll, 2001; Kelchtermans, 2017). While there is significant literature on general K-12 teacher retention (Borman & Dowling, 2008; Chapman & Hutcheson, 1982; Hanushek et al., 2004; Whipp & Geronime, 2015), there has been little…

A growing interest in more equitable education, particularly regarding historical contributions of racial and ethnic communities, has heightened advocacy for adopting ethnic studies. The focus of ethnic studies courses can vary across the nation. Some courses prioritize the accomplishments and contributions of racial and ethnic minorities in the…

Understanding educators' networks can inform the field of school psychology by offering insight into how the structure of social relationships supports the implementation of school-based programs. However, the difficulties of collecting and modeling network data remain barriers to using network methods in school psychology. To overcome these…

Drawing on the scholarship of writing and learning, this article motivates the use of writing assignments in analytics courses and develops a framework for instructional design that advances both writing skills and discipline-specific learning. We translate a best practices set of foundational writing concepts into a matrix of design levers for…

Logistic regression is one of the most fundamental tools in predictive analytics. Graduate business analytics students are often familiarized with implementation of logistic regression using Python, R, SPSS, or other software packages. However, an understanding of the underlying maximum likelihood model and the mechanics of estimation are often…