Abstract The think-aloud protocol provides researchers an insight into the designer's mental state, but little is understood about how thinking aloud influences design. The study presented in this paper sets out to measure the cognitive and neurocognitive changes in designers when thinking aloud. Engineering students (n=50) were randomly assigned to the think-aloud or control group. Students were outfitted with a functional near-infrared spectroscopy band. Students were asked to design a personal entertainment system. The think-aloud group spent significantly less time designing. Their design sketches included significantly fewer words. The think-aloud group also required significantly more resources in the left and right dorsolateral prefrontal cortex (DLPFC). The left DLPFC is often recruited for language processing, and the right DLPFC is involved in visual representation and problem-solving. The faster depletion of neurocognitive resources may have contributed to less time designing. Thinking aloud influences design cognition and neurocognition, but these effects are only now becoming apparent. More research and the adoption of neuroscience techniques can help shed light on these differences. 
                        more » 
                        « less   
                    
                            
                            Students’ neurocognition changes during engineering design when thinking aloud
                        
                    
    
            The purpose of this study was to measure the neurocognitive effects of think aloud when engineering students were designing. Thinking aloud is a commonly applied protocol in engineering design education research. The process involves students verbalizing what they are thinking as they perform a task. Students are asked to say what comes into their mind. This often includes what they are looking at, thinking, doing, and feeling. It provides insight into the student’s mental state and their cognitive processes when developing design ideas. Think aloud provides a richer understanding about how, what and why students’ design compared to solely evaluating their final product or performance. The results show that Ericsson and Simon's claim that there is no interference due to think-aloud is not supported by this study and more research is required to untangle the effect of think-aloud. 
        more » 
        « less   
        
    
                            - Award ID(s):
- 1929896
- PAR ID:
- 10399189
- Editor(s):
- ASEE
- Date Published:
- Journal Name:
- NSF EEC Grantees Conference 2022
- Format(s):
- Medium: X
- Sponsoring Org:
- National Science Foundation
More Like this
- 
            
- 
            This paper presents an innovative approach to improve engineering students’ problem-solving skills by implementing think-aloud exercises. Sometimes engineering students claim they do not know where to start with the problem-solving process, or they are not sure how to proceed to the next steps when they get stuck. A systematic training that focuses on the problem-solving process and the justification of each step could help. Think-aloud techniques help make the invisible mental processes visible to learners. Engineering think-aloud technique engages students and helps them make their way through a solving process step-by-step, reasoning along with them. In this study, a multiple faceted systematic approach that integrates think-aloud exercises through video assignments and oral exams were developed and implemented in two pilot engineering classes. We present our think-aloud exercises and oral exams structures in each of the courses and their impacts on students' learning outcomes, and students’ perceptions towards the pedagogical approach. Both quantitative and qualitative results show that the think-aloud exercise assignments and oral exams enhance students’ problem-solving skills and promote learning.more » « less
- 
            Abstract Critical thinking, which can be defined as the evidence‐based ways in which people decide what to trust and what to do, is an important competency included in many undergraduate science, technology, engineering, and mathematics (STEM) courses. To help instructors effectively measure critical thinking, we developed the Biology Lab Inventory of Critical Thinking in Ecology (Eco‐BLIC), a freely available, closed‐response assessment of undergraduate students' critical thinking in ecology. The Eco‐BLIC includes ecology‐based experimental scenarios followed by questions that measure how students decide on what to trust and what to do next. Here, we present the development of the Eco‐BLIC using tests of validity and reliability. Using student responses to questions and think‐aloud interviews, we demonstrate the effectiveness of the Eco‐BLIC at measuring students' critical thinking skills. We find that while students generally think like experts while evaluating what to trust, students' responses are less expert‐like when deciding on what to do next.more » « less
- 
            Response process validity evidence provides a window into a respondent’s cognitive processing. The purpose of this study is to describe a new data collection tool called a whole-class think aloud (WCTA). This work is performed as part of test development for a series of problem-solving measures to be used in elementary and middle grades. Data from third-grade students were collected in a 1-1 think aloud setting and compared to data from similar students as part of WCTAs. Findings indicated that students performed similarly on the items when the two think-aloud settings were compared. Respondents also needed less encouragement to share ideas aloud during the WCTA compared to the 1-1 think aloud. They also communicated feeling more comfortable in the WCTA setting compared to the 1-1 think aloud. Drawing the findings together, WCTAs functioned as well if not better, than 1-1 think alouds for the purpose of contextualizing third grade students’ cognitive processes. Future studies using WCTAs are recommended to explore their limitations and other factors that might impact their success as data gathering tools.more » « less
- 
            This research paper details a study investigating spatial visualization skills relation to design problem-solving for undergraduate engineering students. Design is outlined as one of the seven attributes that engineering students must demonstrate prior to their graduation as set out through the ABET guidelines. It is important to understand the factors that contribute to design capability to achieve this learning goal. Design problems by their nature are cognitive tasks and as such require problem solvers to draw both on learned knowledge and pertinent cognitive abilities for their solution. In the context of engineering design problem solving, spatial visualization is one such cognitive ability that likely plays a role. Previous research has demonstrated a link between spatial visualization and design. This work aims to advance on that research by exploring how spatial visualization relates to the design process enacted by undergraduate engineering students. There were two phases to data collection for this research. In the first phase, 127 undergraduate engineering students completed four spatial tests. In the second phase, 17 students returned to complete three design tasks. This paper will focus on one of these design tasks, the Ping Pong problem where individuals are asked to design a ping pong launcher to hit a target from a given distance at a specific height. A purposive sample of 9 first-year and 8 senior students were selected to engage in a think aloud protocol during the problemsolving task based on their spatial visualization skill levels (high vs. low). The think aloud protocol was used to assign pre-defined codes for design activity for each of the 17 participants. Through analysis of these codes, results indicated that there is an association between the spatial skills of students and the design processes/actions that they employ. These insights will be discussed relative to their potential influence on engineering education, specifically in developing design capability.more » « less
 An official website of the United States government
An official website of the United States government 
				
			 
					 
					
 
                                    