TY - JOUR
T1 - Understanding context specificity
T2 - The effect of contextual factors on clinical reasoning
AU - Konopasky, Abigail
AU - Artino, Anthony R.
AU - Battista, Alexis
AU - Ohmer, Megan
AU - Hemmer, Paul A.
AU - Torre, Dario
AU - Ramani, Divya
AU - Van Merrienboer, Jeroen
AU - Teunissen, Pim W.
AU - McBee, Elexis
AU - Ratcliffe, Temple
AU - Durning, Steven J.
N1 - Publisher Copyright:
© 2020 2020 Walter de Gruyter GmbH, Berlin/Boston.
PY - 2020/9/1
Y1 - 2020/9/1
N2 - Situated cognition theory argues that thinking is inextricably situated in a context. In clinical reasoning, this can lead to context specificity: A physician arriving at two different diagnoses for two patients with the same symptoms, findings, and diagnosis but different contextual factors (something beyond case content potentially influencing reasoning). This paper experimentally investigates the presence of and mechanisms behind context specificity by measuring differences in clinical reasoning performance in cases with and without contextual factors. An experimental study was conducted in 2018-2019 with 39 resident and attending physicians in internal medicine. Participants viewed two outpatient clinic video cases (unstable angina and diabetes mellitus), one with distracting contextual factors and one without. After viewing each case, participants responded to six open-ended diagnostic items (e.g. problem list, leading diagnosis) and rated their cognitive load. Multivariate analysis of covariance (MANCOVA) results revealed significant differences in angina case performance with and without contextual factors [Pillai's trace = 0.72, F = 12.4, df =(6, 29), p < 0.001, η p 2 = 0.72 $\eta_{\rm p}^2 = 0.72$[, with follow-up univariate analyses indicating that participants performed statistically significantly worse in cases with contextual factors on five of six items. There were no significant differences in diabetes cases between conditions. There was no statistically significant difference in cognitive load between conditions. Using typical presentations of common diagnoses, and contextual factors typical for clinical practice, we provide ecologically valid evidence for the theoretically predicted negative effects of context specificity (i.e. for the angina case), with large effect sizes, offering insight into the persistence of diagnostic error.
AB - Situated cognition theory argues that thinking is inextricably situated in a context. In clinical reasoning, this can lead to context specificity: A physician arriving at two different diagnoses for two patients with the same symptoms, findings, and diagnosis but different contextual factors (something beyond case content potentially influencing reasoning). This paper experimentally investigates the presence of and mechanisms behind context specificity by measuring differences in clinical reasoning performance in cases with and without contextual factors. An experimental study was conducted in 2018-2019 with 39 resident and attending physicians in internal medicine. Participants viewed two outpatient clinic video cases (unstable angina and diabetes mellitus), one with distracting contextual factors and one without. After viewing each case, participants responded to six open-ended diagnostic items (e.g. problem list, leading diagnosis) and rated their cognitive load. Multivariate analysis of covariance (MANCOVA) results revealed significant differences in angina case performance with and without contextual factors [Pillai's trace = 0.72, F = 12.4, df =(6, 29), p < 0.001, η p 2 = 0.72 $\eta_{\rm p}^2 = 0.72$[, with follow-up univariate analyses indicating that participants performed statistically significantly worse in cases with contextual factors on five of six items. There were no significant differences in diabetes cases between conditions. There was no statistically significant difference in cognitive load between conditions. Using typical presentations of common diagnoses, and contextual factors typical for clinical practice, we provide ecologically valid evidence for the theoretically predicted negative effects of context specificity (i.e. for the angina case), with large effect sizes, offering insight into the persistence of diagnostic error.
KW - clinical reasoning
KW - cognitive load
KW - context
KW - situated cognition
UR - http://www.scopus.com/inward/record.url?scp=85097384050&partnerID=8YFLogxK
U2 - 10.1515/dx-2020-0016
DO - 10.1515/dx-2020-0016
M3 - Article
C2 - 32364516
AN - SCOPUS:85097384050
SN - 2194-8011
VL - 7
SP - 257
EP - 264
JO - Diagnosis
JF - Diagnosis
IS - 3
ER -