The introduction of a diagnostic decision support system (DXplain™) into the workflow of a teaching hospital service can decrease the cost of service for diagnostically challenging Diagnostic Related Groups (DRGs)
- PMID: 20951080
- PMCID: PMC2977948
- DOI: 10.1016/j.ijmedinf.2010.09.004
The introduction of a diagnostic decision support system (DXplain™) into the workflow of a teaching hospital service can decrease the cost of service for diagnostically challenging Diagnostic Related Groups (DRGs)
Abstract
Background: In an era of short inpatient stays, residents may overlook relevant elements of the differential diagnosis as they try to evaluate and treat patients. However, if a resident's first principal diagnosis is wrong, the patient's appropriate evaluation and treatment may take longer, cost more, and lead to worse outcomes. A diagnostic decision support system may lead to the generation of a broader differential diagnosis that more often includes the correct diagnosis, permitting a shorter, more effective, and less costly hospital stay.
Methods: We provided residents on General Medicine services access to DXplain, an established computer-based diagnostic decision support system, for 6 months. We compared charges and cost of service for diagnostically challenging cases seen during the fourth through sixth month of access to DXplain (intervention period) to control cases seen in the 6 months before the system was made available.
Results: 564 cases were identified as diagnostically challenging by our criteria during the intervention period along with 1173 cases during the control period. Total charges were $1281 lower (p=.006), Medicare Part A charges $1032 lower (p=0.006) and cost of service $990 lower (p=0.001) per admission in the intervention cases than in control cases.
Conclusions: Using DXplain on all diagnostically challenging cases might save our medical center over $2,000,000 a year on the General Medicine Services alone. Using clinical diagnostic decision support systems may improve quality and decrease cost substantially at teaching hospitals.
Copyright © 2010 Elsevier Ireland Ltd. All rights reserved.
Conflict of interest statement
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References
-
- Barnett GO, Cimino JJ, Hupp JA, Hoffer EP. DXplain - an evolving diagnostic decision -support system. JAMA. 1987 Jul 3;258(1):67–74. (this was the original reference on DXplain) - PubMed
-
- Packer MS, Hoffer EP, Barnett GO, Famiglietti KT, Kim RJ, McLatchey JP, et al. Evolution of DXplain: A Decision Support System. Proc Annu Symp Comput Appl Med Care. 1989 November 8;:949–951.
-
- Elkin PL, Barnett GO, Famiglietti KT, Kim RJ. Closing the Loop on Diagnostic Decision Support Systems. Proc Annu Symp Comput Appl Med Care. 1990 November 7;:589–593.
-
- Elkin PL, McLatchey J, Packer M, Hoffer E, Cimino C, Studney D, et al. Automated Batch Searching of MEDLINE for DXplain. Proc Annu Symp Comput Appl Med Care. 1989 November 8;:436–440.
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