Assessing student knowledge based on their writing using traditional qualitative methods is time-consuming. To improve speed and consistency of text analysis, we present our mixed methods development of a machine learning predictive model to analyze student writing. Our approach involves two stages: first an exploratory sequential design, and…

Background: Haptic feedback has been shown to be an effective facilitator of the learning of scientific concepts in a series of studies. However, little is known about the underlying salient learning mechanisms, which are activated when learning from haptic feedback. Objectives: We investigate the learning mechanism in a higher chemistry education…

Students of introductory economics are often able to predict changes in equilibrium price correctly on standardized assessments, but make consistent errors in predicting changes in equilibrium quantity. To examine the reasons for this pattern, the authors collected open-ended explanations written by students and categorized their reasoning using a…

Background: Some medical schools offer co-curricular experiential education programs. Despite the established value of such experiences, there are no published studies that reflect upon the systematic integration of perceptions of primary stakeholders, whose engagement is necessary for program continuity. Purpose: To showcase how stakeholders'…

This study provides an overview of the shifting epistemological terrain regarding methodological approaches to the research process in the field of communication and discusses how a mixed-methods design could improve methods comprehension in undergraduate education. The authors describe how they incorporated a mixed-methods project into the…

A defining characteristic of mixed methods research, integration receives considerable attention in the field, yet evidence suggests that the process of integration may be challenging in practice. Crossover analyses, in which methods typically used with one data type are applied to a different data type, can deepen integration. Using an example…

Developing student's confidence with qualitative research methods presents a challenge to many educators and is even more of a challenge when the 'educator' themselves are unfamiliar with such methods. This paper offers a three-way reflective account of bringing one such colleague 'into the fold'; their journey to the 'dark side.' It documents the…

Mixed methods-grounded theory (MM-GT) has emerged as a promising methodology that intersects the value of mixed methods with rigorous qualitative design. However, recent reviews have found that MM-GT empirical studies tend to lack procedural details. The purpose of this article is to apply the "best practices" for conducting MM-GT in a…

Engineering education researchers are increasingly integrating qualitative and quantitative research methods to study learning and retention in engineering. While quantitative methods can provide generalisable results, qualitative methods generate rich, descriptive understanding of the investigated phenomenon. On the other hand, a mixed methods…

The ability to use multimethod data is an increasingly desirable skill set for business practitioners. Projects that allow business students to practice mixed methods research create a valuable opportunity to improve work-readiness skills. This research tests the benefits of a mixed methods, client-based project, which was a collaborative effort…

The nearly ubiquitous access to technology and the diversity of social media sites has provided students with easy access to a wide range of information and opportunities for interaction with other individuals. The nature of social media creates a context in which students can determine when they view information, the duration of the viewing,…

As part of my PgCert in Higher Education Practice, I undertook a learning and teaching research project into the effect of small group mathematics tutorials on student confidence and academic performance. I chose this project because it related directly to my practice as a higher education lecturer: I regularly supported first year animal science…

We designed a serious game, MolWorlds, to facilitate conceptual change about molecular emergence by using game mechanics (resource management, immersed 3rd person character, sequential level progression, and 3-star scoring system) to encourage cycles of productive negativity. We tested the value-added effect of game design by comparing and…

This paper reflects on an attempt to introduce smartphones into a blended learning context and highlights several methodological considerations relevant to the collection of mobile data. While mixed methods are now common, using this approach for investigating the challenges of mobile data collection is not as common. This study employed a mixed…

This mixed-methods study investigated the sources of self-efficacy reported by Chinese undergraduate students and the related role of individual differences. One hundred and fifty-six Chinese students completed a questionnaire and open-ended responses, citing the factors that contributed to feelings of greater confidence and lesser confidence.…