Quantifying Novice and Expert Differences in Visual Diagnostic Reasoning in Veterinary Pathology Using Eye-Tracking Technology.

Visual diagnostic reasoning is the cognitive process by which pathologists reach a diagnosis based on visual stimuli (cytologic, histopathologic, or gross imagery). Currently, there is little to no literature examining visual reasoning in veterinary pathology. The objective of the study was to use eye tracking to establish baseline quantitative and qualitative differences between the visual reasoning processes of novice and expert veterinary pathologists viewing cytology specimens. Novice and expert participants were each shown 10 cytology images and asked to formulate a diagnosis while wearing eye-tracking equipment (10 slides) and while concurrently verbalizing their thought processes using the think-aloud protocol (5 slides). Compared to novices, experts demonstrated significantly higher diagnostic accuracy (p <.017), shorter time to diagnosis (p <.017), and a higher percentage of time spent viewing areas of diagnostic interest (p <.017). Experts elicited more key diagnostic features in the think-aloud protocol and had more efficient patterns of eye movement. These findings suggest that experts' fast time to diagnosis, efficient eye-movement patterns, and preference for viewing areas of interest supports system 1 (pattern-recognition) reasoning and script-inductive knowledge structures with system 2 (analytic) reasoning to verify their diagnosis.

Insight into team competence in medical, nursing and respiratory therapy students.

This study provides information for educators about levels of competence in teams comprised of medical, nursing and respiratory therapy students after receiving a simulation-based team-training (SBT) curriculum with and without an additional formalized 30-min team-training (TT) module. A two-group pre- and post-test research design was used to evaluate team competence with respect to leadership, roles and responsibilities, communication, situation awareness and resource utilization. All scenarios were digitally recorded and evaluated using the KidSIM Team Performance Scale by six experts from medicine, nursing and respiratory therapy. The lowest scores occurred for items that reflected situation awareness. All teams improved their aggregate scores from Time 1 to Time 2 (p < 0.05). Student teams in the intervention group achieved significantly higher performance scores at Time 1 (Cohen's d = 0.92, p < 0.001) and Time 2 (d = 0.61, p < 0.01). All student teams demonstrated significant improvement in their ability to work more effectively by Time 2. The results suggest that situational awareness is an advanced expectation for the undergraduate student team. The provision of a formalized TT module prior to engaging student teams in a simulation-based TT curriculum led to significantly higher performances at Time 1 and 2.

Educational interventions to improve cytology visual diagnostic reasoning measured by eye tracking.

The teaching of visual diagnostic reasoning skills, to date, has been conducted in a largely unstructured apprenticeship manner. The purpose of this study was to assess if the introduction of two educational interventions improved the visual diagnostic reasoning skills of novices. These were (1) the active use of key diagnostic features and (2) image repetition. A pre-test and post-test research design was used to compare the two teaching interventions to a traditional teaching group and an expert group using eye tracking as an assessment method. The time to diagnosis and the percentage of time spent viewing an area of diagnostic interest (AOI) were compared using independent t-tests, paired t-tests, and analysis of covariance (ANCOVA). Diagnostic accuracy as a dichotomous variable was compared using Chi-square tables. Students taught in an active-learning manner with image repetition behaved most like experts, with no significant difference from experts for percentage of time spent in the AOIs and a significantly faster time to diagnosis than experts (p<.017). Our results from the educational interventions suggest a greater level of improvement in the eye tracking of students that were taught key diagnostic features in an active-learning forum and were shown multiple case examples.