TY - JOUR
T1 - To NIRS or not
T2 - understanding clinical decision-making of respiratory support management related to acute respiratory failure using Critical Decision Method
AU - Zhang, Tianyi
AU - Mosier, Jarrod
AU - Campbell, Elizabeth Salvagio
AU - Subbian, Vignesh
N1 - Publisher Copyright:
© 2024 “IISE”.
PY - 2024
Y1 - 2024
N2 - Clinical decisions related to noninvasive respiratory support (NIRS) for acute respiratory failure patients are complex. NIRS strategies have favorable benefits for patients when successful but NIRS failure comes with longer ICU stays, increased mortality, and more intubation-related and mechanical ventilator-associated complications. Our goal is to understand how physicians make decisions regarding NIRS and explore the differences between emergency physicians and critical care physicians—who commonly make these decisions. We used the critical decision method to conduct ten semi-structured interviews with five emergency physicians and five critical care physicians from ten different healthcare systems across the United States. We found that physicians similarly use objective and subjective clinical cues but differentially use temporal and contextual cues in their decision-making. Several insights identified in our study can be helpful in the design and development of clinical decision support systems for respiratory support decision-making. Specifically, we recommend two customized distinct clinical decision support systems for respiratory support decision-making, one for each designated clinical setting (i.e., ED and ICU) with tailored designs that support the different decision-making processes.
AB - Clinical decisions related to noninvasive respiratory support (NIRS) for acute respiratory failure patients are complex. NIRS strategies have favorable benefits for patients when successful but NIRS failure comes with longer ICU stays, increased mortality, and more intubation-related and mechanical ventilator-associated complications. Our goal is to understand how physicians make decisions regarding NIRS and explore the differences between emergency physicians and critical care physicians—who commonly make these decisions. We used the critical decision method to conduct ten semi-structured interviews with five emergency physicians and five critical care physicians from ten different healthcare systems across the United States. We found that physicians similarly use objective and subjective clinical cues but differentially use temporal and contextual cues in their decision-making. Several insights identified in our study can be helpful in the design and development of clinical decision support systems for respiratory support decision-making. Specifically, we recommend two customized distinct clinical decision support systems for respiratory support decision-making, one for each designated clinical setting (i.e., ED and ICU) with tailored designs that support the different decision-making processes.
KW - acute respiratory failure
KW - clinical decision-making
KW - cognitive task analysis
KW - Critical decision method
KW - noninvasive respiratory support
UR - http://www.scopus.com/inward/record.url?scp=85190706087&partnerID=8YFLogxK
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U2 - 10.1080/24725579.2024.2335988
DO - 10.1080/24725579.2024.2335988
M3 - Article
AN - SCOPUS:85190706087
SN - 2472-5579
JO - IISE Transactions on Healthcare Systems Engineering
JF - IISE Transactions on Healthcare Systems Engineering
ER -