Hemodynamic assessment in managing the critically iii: is physician confidence warranted?
Abstract
Prior to right-heart catheterization of 846 patients, 198 study physicians estimated values of pulmonary capillary wedge pressure (WP), cardiac index (CI), and systemic vascular resis tance index (VRI). The physicians also expressed their confidence in these estimates. Actual values of WP, CI, and VRI as determined by catheterization enabled the authors to evaluate the quality of the physicians' judgments. The discrimination of the judgments was modest; areas under the ROC curves for WP, CI, and VRI were 0.724, 0.681, and 0.656, respectively. Calculated using clinically relevant cutoff values, sensitivities were 64%, 50%, and 64%, and specificities were 71%, 75%, and 63%, respectively. Calibration of the estimates of WP, CI, and VRI was also modest; physicians tended to overestimate low values and underestimate high values. Physicians were generally confident of their estimates, but there was no relation between confidence and accuracy. Experienced physicians were no more accurate than less experienced ones, although they were significantly more confident. The authors conclude that physicians should not use their levels of confidence in their subjective estimates of cardiac function in deciding whether to base therapy on these estimates. Key words: con fidence; accuracy; discrimination; hemodynamic status; cardiac function; physicians. (Med Decis Making 1993;13:258-266)
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Humans often underestimate susceptibility to errors and tend to be overconfident, reporting higher accuracy estimates than they actually achieve.
“Unfortunately, humans often underestimate the susceptibility to errors in certain tasks and tend to be overconfident, reporting higher accuracy estimates than they actually achieve.”
From Enhancing human-AI collaboration: The case of colonoscopy (2024) · cites this paper as [37]
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Connors, A. F., McCaffree, D. R., & Gray, B. A. (1983) · New England Journal of Medicine · doi:10.1056/nejm198302033080508 · Cited by 365 · see citing works
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“Improving Intelligence Analysis with Decision Science.”
Dhami, M. K., Mandel, D. R., Mellers, B. A., & Tetlock, P. E. (2015) · Perspectives on Psychological Science · doi:10.1177/1745691615598511 · Cited by 104 · see citing works
Naguib, M., Brull, S. J., Hunter, J. M., Kopman, A. F., Fülesdi, B., Johnson, K. B., & Arkes, H. R. (2019) · Anesthesia & Analgesia · doi:10.1213/ane.0000000000003714 · Cited by 82 · see citing works
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RIEBER, S. (2004) · International Journal of Intelligence and CounterIntelligence · doi:10.1080/08850600490273431 · Cited by 32 · see citing works
Enhancing human-AI collaboration: The case of colonoscopy
Introzzi, L., Zonca, J., Cabitza, F., Cherubini, P., & Reverberi, C. (2024) · Digestive and Liver Disease · doi:10.1016/j.dld.2023.10.018 · Cited by 28 · see citing works
Medow, M. A., Arkes, H. R., & Shaffer, V. A. (2010) · Journal of General Internal Medicine · doi:10.1007/s11606-010-1251-y · Cited by 12 · see citing works
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- Authors
- Dawson, N. V., Connors, A. F., Speroff, T., Kemka, A., Shaw, P., & Arkes, H. R.
- Affiliations
- MetroHealth (US)
- MetroHealth Medical Center (US)
- Venue
- Medical Decision Making
- Publisher
- SAGE Publications
- Published
- 1993-08
- Volume
- 13
- Issue
- 3
- Pages
- 258-266
- ISSN
- 0272-989X (ISSN-L)
- 1552-681X
- OpenAlex
- W2083419545
- Cited by
- 52
- References
- 1
- Citations by year
- 2024: 1 · 2023: 3 · 2022: 1 · 2021: 2 · 2020: 1 · 2019: 3 · 2018: 1 · 2017: 2 · 2016: 3 · 2015: 7 · 2014: 4 · 2013: 2
- FWCI
- 1.03
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Medical Decision Making (publishedVersion)
- PubMed (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Topics
- Health Sciences › Medicine › Family Practice › Clinical Reasoning and Diagnostic Skills
- Health Sciences › Medicine › Surgery › Hemodynamic Monitoring and Therapy
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Heart Failure Treatment and Management
- Keywords
- hemodynamic assessment, critically ill patients, right heart catheterization, pulmonary capillary wedge pressure, cardiac index, systemic vascular resistance index, physician judgment, diagnostic accuracy, physician experience
- MeSH terms
- Diagnostic Errors, False Negative Reactions, False Positive Reactions, Female, Cardiac Catheterization, Hemodynamics, Humans, Male, Middle Aged, Physicians, Prospective Studies, ROC Curve, Sensitivity and Specificity, Reproducibility of Results, Chi-Square Distribution, Critical Illness
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