Debugging is a core skill required by programmers, yet we know little about how to effectively teach the process of debugging. The challenges of learning debugging are compounded for novices who lack experience and are still learning the tools they need to program effectively. In this work, we report a case study in which we used a think-aloud…

This study employs an expert-novice research design to examine how five Latter-day Saint scholars and five Latter-day Saint youths read Scripture. Qualitative analyses of semi-structured interviews and verbal protocols point to six practices participants used: theorizing scriptural possibilities, connecting to Scripture, applying Scripture,…

Research shows that using computer-aided mapping tools improves critical thinking skills, but prior research provides limited evidence to show how the use of specific critical thinking skills increases map quality. This qualitative study observed 4 experts and 5 novices use a computer-aided mapping tool to construct argument maps. The analysis of…

High attrition and dropout rates are common in introductory programming courses. One of the reasons students drop out is loss of motivation due to the lack of feedback and proper assessment of their progress. Hence, a process-oriented approach is needed in assessing programming progress, which entails examining and measuring students' compilation…

To identify expert poets' cognitive processes as they compose poetry, we asked 10 expert poets and 10 novice writers of poetry to think aloud as they composed a poem. Compared to the novices, expert poets revealed an associative playfulness and surrendering of consciousness, similar to that shown in research on general creativity in domains such…

One of the characteristics of the twenty-first century is the increase in the information sources available to designers to make their design decisions. However, current verbal protocol analysis methods and theoretical frameworks do not explain how internal and external information sources contribute to novice designers' moment-to-moment thought…

This article documents differences between novice and experienced undergraduate students' processes of reading mathematical proofs as revealed by moment-by-moment, think-aloud protocols. We found three key reading behaviors that describe how novices' reading differed from that of their experienced peers: alternative task models, accrual of…

Proponents of problem-based learning suggest that learners should solve problems that are representative of the types of issues that practitioners face. However, this is challenging because novices lack the essential experiences that inform solutions. According to case-based reasoning, one way to overcome this gap is by providing a set of cases…

This study investigated eight experienced science teachers' and eight senior high school students' metavisualization when they drew models to represent their concepts of carbon cycling. Qualitative data collection techniques including think-aloud tasks and follow-up retrospective interviews were employed. The purposes of the study included: (1) to…

This article's goal is to encourage the use of modeling as a pedagogical approach, particularly in business law and ethics education. It attempts to do so in three parts. First, it sets forth the expert-novice knowledge gap problem. It draws on academic research regarding expertise from a diverse set of fields to demonstrate how experts and…

Design thinking holds the key to innovation processes, but is often difficult to detect because of its implicit nature. We undertook a study of novice designers engaged in team-based design exercises in order to explore the correlation between design thinking and designers' physical (observable) behavior and to identify new, objective, design…

Numerous Program Visualization tools (PVs) have been developed for assisting novice students to understand their source code further. However, none of them are practical to be used in the context of completing programming laboratory task; students are required to keep switching between PV and programming workspace since PV's features are…

In language performance tests, raters are important as their scoring decisions determine which aspects of performance the scores represent; however, raters are considered as one of the potential sources contributing to unwanted variability in scores (Davis, 2012). Although a great number of studies have been conducted to unpack how rater…

Student engagement in the analysis of primary scientific literature increases critical thinking, scientific literacy, data evaluation, and science process skills. However, little is known about the process by which expertise in reading scientific articles develops. For this reason, we decided to compare how faculty experts and student novices…

Brain-Computer Interface (BCI) hardware is becoming more affordable and accessible. However, there is limited work investigating ways to design software that broadens participation with BCI technology. In this article, we present a block-based programming environment designed to assist novice programmers with creating BCI applications. We also…