Textbook data is essential for teaching statistics and data science methods because it is clean, allowing the instructor to focus on methodology. Ideally textbook datasets are refreshed regularly, especially when they are subsets taken from an ongoing data collection. It is also important to use contemporary data for teaching, to imbue the sense…

In this digital ITEMS module, Dr. Jeffrey Harring and Ms. Tessa Johnson introduce the linear mixed effects (LME) model as a flexible general framework for simultaneously modeling continuous repeated measures data with a scientifically defensible function that adequately summarizes both individual change as well as the average response. The module…

In recent years the use of the latent curve model (LCM) among researchers in social sciences has increased noticeably, probably thanks to contemporary software developments and the availability of specialized literature. Extensions of the LCM, like the the latent change score model (LCSM), have also increased in popularity. At the same time, the R…

Assessment of educational outcomes through purchased tests is commonplace in the evaluation of individual student ability and of educational programs. Focusing on the assessment of writing performance in a longitudinal study of first-time, full-time students (n = 598), this research describes the design, use, and assessment of an open-source…

The open educational resource (OER) movement has reached a critical mass due to recent technology advancements. In Taiwan, to overcome the language barrier, the Opensource Opencourse Prototype System (OOPS) plays a significant role in enabling Chinese-speaking users to benefit from this global education movement. However, our understanding about…

In response to the challenges created by the implementation of a new medical school curriculum at the University of Otago in 2008, we aimed to develop a blended learning course for teaching rheumatology within the existing musculoskeletal course. We developed a multimedia online learning resource structured to support class based problem-based…