TY - JOUR
T1 - The role of information systems in emergency department decision-making—a literature review
AU - Born, Cornelius
AU - Schwarz, Romy
AU - Bottcher, Timo Phillip
AU - Hein, Andreas
AU - Krcmar, Helmut
N1 - Publisher Copyright:
© The Author(s) 2024. Published by Oxford University Press on behalf of the American Medical Informatics Association.
PY - 2024/7/1
Y1 - 2024/7/1
N2 - Objectives: Healthcare providers employ heuristic and analytical decision-making to navigate the high-stakes environment of the emergency department (ED). Despite the increasing integration of information systems (ISs), research on their efficacy is conflicting. Drawing on related fields, we investigate how timing and mode of delivery influence IS effectiveness. Our objective is to reconcile previous contradictory findings, shedding light on optimal IS design in the ED. Materials and methods: We conducted a systematic review following PRISMA across PubMed, Scopus, and Web of Science. We coded the ISs’ timing as heuristic or analytical, their mode of delivery as active for automatic alerts and passive when requiring user-initiated information retrieval, and their effect on process, economic, and clinical outcomes. Results: Our analysis included 83 studies. During early heuristic decision-making, most active interventions were ineffective, while passive interventions generally improved outcomes. In the analytical phase, the effects were reversed. Passive interventions that facilitate information extraction consistently improved outcomes. Discussion: Our findings suggest that the effectiveness of active interventions negatively correlates with the amount of information received during delivery. During early heuristic decision-making, when information overload is high, physicians are unresponsive to alerts and proactively consult passive resources. In the later analytical phases, physicians show increased receptivity to alerts due to decreased diagnostic uncertainty and information quantity. Interventions that limit information lead to positive outcomes, supporting our interpretation. Conclusion: We synthesize our findings into an integrated model that reveals the underlying reasons for conflicting findings from previous reviews and can guide practitioners in designing ISs in the ED.
AB - Objectives: Healthcare providers employ heuristic and analytical decision-making to navigate the high-stakes environment of the emergency department (ED). Despite the increasing integration of information systems (ISs), research on their efficacy is conflicting. Drawing on related fields, we investigate how timing and mode of delivery influence IS effectiveness. Our objective is to reconcile previous contradictory findings, shedding light on optimal IS design in the ED. Materials and methods: We conducted a systematic review following PRISMA across PubMed, Scopus, and Web of Science. We coded the ISs’ timing as heuristic or analytical, their mode of delivery as active for automatic alerts and passive when requiring user-initiated information retrieval, and their effect on process, economic, and clinical outcomes. Results: Our analysis included 83 studies. During early heuristic decision-making, most active interventions were ineffective, while passive interventions generally improved outcomes. In the analytical phase, the effects were reversed. Passive interventions that facilitate information extraction consistently improved outcomes. Discussion: Our findings suggest that the effectiveness of active interventions negatively correlates with the amount of information received during delivery. During early heuristic decision-making, when information overload is high, physicians are unresponsive to alerts and proactively consult passive resources. In the later analytical phases, physicians show increased receptivity to alerts due to decreased diagnostic uncertainty and information quantity. Interventions that limit information lead to positive outcomes, supporting our interpretation. Conclusion: We synthesize our findings into an integrated model that reveals the underlying reasons for conflicting findings from previous reviews and can guide practitioners in designing ISs in the ED.
KW - clinical decision support systems
KW - clinical decision-making
KW - computer-assisted decision-making
KW - emergency medical services
KW - information overload
KW - information systems
UR - http://www.scopus.com/inward/record.url?scp=85196632135&partnerID=8YFLogxK
U2 - 10.1093/jamia/ocae096
DO - 10.1093/jamia/ocae096
M3 - Review article
C2 - 38781289
AN - SCOPUS:85196632135
SN - 1067-5027
VL - 31
SP - 1608
EP - 1621
JO - Journal of the American Medical Informatics Association
JF - Journal of the American Medical Informatics Association
IS - 7
ER -