Abstract
To implement a computer-based adverse drug reaction monitoring system and compare its results with those of stimulated spontaneous reporting, and to assess the excess lengths of stay and costs of patients with verified adverse drug reactions. A prospective cohort study was used to assess the efficacy of computer-based monitoring, and case-matching was used to assess excess length of stay and costs. This was a study of all patients admitted to a medical ward of a university hospital in Germany between June and December 1997. 379 patients were included, most of whom had infectious, gastrointestinal or liver diseases, or sleep apnoea syndrome. Patients admitted because of adverse drug reactions were excluded. All automatically generated laboratory signals and reports were evaluated by a team consisting of a clinical pharmacologist, a clinician and a pharmacist for their likelihood of being an adverse drug reaction. They were classified by severity and causality. For verified adverse drug reactions, control patients with similar primary diagnosis, age, gender and time of admission but without adverse drug reactions were matched to the cases in order to assess the excess length of hospitalisation caused by an adverse drug reaction. Adverse drug reactions were detected in 12% of patients by the computer-based monitoring system and stimulated spontaneous reporting together (46 adverse reactions in 45 patients) during 1718 treatment days. Computer-based monitoring identified adverse drug reactions in 34 cases, and stimulated spontaneous reporting in 17 cases. Only 5 adverse drug reactions were detected by both methods. The relative sensitivity of computer-based monitoring was 74% (relative specificity 75%), and that of stimulated spontaneous reporting was 37% (relative specificity 98%). All 3 serious adverse drug reactions were detected by computer-based monitoring, but only 2 out of the 3 were detected by stimulated spontaneous reporting. The percentage of automatically generated laboratory signals associated with an adverse drug reaction (positive predictive value) was 13%. The mean excess length of stay was 3.5 days per adverse drug reaction. 48% of adverse reactions were predictable and detected solely by computer-based monitoring. Therefore, the potential for savings on this ward from the introduction of computer-based monitoring can be calculated as EUR56 200/year ($US59 600/year) [ 1999 values]. Computer monitoring is an effective method for improving the detection of adverse drug reactions in inpatients. The excess length of stay and costs caused by adverse drug reactions are substantial and might be considerably reduced by earlier detection.
MeSH Terms
Adverse Drug Reaction Reporting Systems/economics,standards
Cohort Studies
Computer Systems/economics,statistics & numerical data
Drug Monitoring/economics,methods
Drug-Related Side Effects and Adverse Reactions/economics,epidemiology
Hospitalization/economics
Humans
Length of Stay/economics
Monitoring, Physiologic/economics,methods
Prospective Studies
Authors & Affiliations
10 authors, click to expand affiliations / ORCID
Dormann H
Department of Experimental and Clinical Pharmacology and Toxicology, University of Erlangen-Nuremberg, Erlangen, Germany.
[email protected]
Muth-Selbach U
Krebs S
Criegee-Rieck M
Tegeder I
Schneider H T
Hahn E G
Levy M
Brune K
Geisslinger G
References (27)
27 references, click to expand
-
Principles of signal detection in pharmacovigilance.
Drug Saf. 1997 Jun;16(6):355-65
PMID: 9241490
-
Adverse drug reactions leading to hospital admission.
Drug Saf. 1991 Nov-Dec;6(6):450-9
PMID: 1793524
-
Drug related admissions to medical wards: a population based survey.
Br J Clin Pharmacol. 1992 Jan;33(1):61-8
PMID: 1540492
-
Risk factors for adverse drug reactions--epidemiological approaches.
Eur J Clin Pharmacol. 1990;39(4):321-5
PMID: 1981747
-
Evaluating the potential effectiveness of using computerized information systems to prevent adverse drug events.
Proc AMIA Annu Fall Symp. 1997;:228-32
PMID: 9357622
-
Retrospective analysis of the frequency and recognition of adverse drug reactions by means of automatically recorded laboratory signals.
Br J Clin Pharmacol. 1999 May;47(5):557-64
PMID: 10336581
-
The nature of adverse events in hospitalized patients. Results of the Harvard Medical Practice Study II.
N Engl J Med. 1991 Feb 7;324(6):377-84
PMID: 1824793
-
Frequency, severity and risk factors for adverse drug reactions in adult out-patients: a prospective study.
J Chronic Dis. 1986;39(7):533-42
PMID: 3722316
-
Mechanisms of unpredictable adverse drug reactions.
Drug Saf. 1994 Sep;11(3):196-212
PMID: 7811401
-
Computerized surveillance of adverse drug events in hospital patients.
JAMA. 1991 Nov 27;266(20):2847-51
PMID: 1942452
-
Preventing adverse drug events in hospitalized patients.
Ann Pharmacother. 1994 Apr;28(4):523-7
PMID: 8038479
-
Identifying adverse drug events: development of a computer-based monitor and comparison with chart review and stimulated voluntary report.
J Am Med Inform Assoc. 1998 May-Jun;5(3):305-14
PMID: 9609500
-
International drug monitoring. The role of the hospital.
World Health Organ Tech Rep Ser. 1969;425:5-24
PMID: 4981079
-
Under-reporting of adverse drug reactions.
Br Med J (Clin Res Ed). 1985 May 4;290(6478):1355
PMID: 3922495
-
Hospital admissions due to adverse drug reactions: a comparative study from Jerusalem and Berlin.
Eur J Clin Pharmacol. 1980 Jan;17(1):25-31
PMID: 7371696
-
Computerized surveillance of adverse drug reactions in hospital: implementation.
Eur J Clin Pharmacol. 1999 Jan;54(11):887-92
PMID: 10027665
-
A method for estimating the probability of adverse drug reactions.
Clin Pharmacol Ther. 1981 Aug;30(2):239-45
PMID: 7249508
-
Drug related hospital admissions: the role of definitions and intensity of data collection, and the possibility of prevention.
J Intern Med. 1990 Aug;228(2):83-90
PMID: 2394974
-
Computerized survelliance of adverse drug reactions in hospital: pilot study.
Br J Clin Pharmacol. 1998 Mar;45(3):309-14
PMID: 10896407
-
Indirect drug-related costs.
Lancet. 1995 Mar 4;345(8949):588-9
PMID: 7776802
-
The costs of adverse drug events in hospitalized patients. Adverse Drug Events Prevention Study Group.
JAMA. 1997 Jan 22-29;277(4):307-11
PMID: 9002493
-
[Unwanted drug effects in clinical practice].
Dtsch Med Wochenschr. 1998 Apr 9;123(15):448-52
PMID: 9581159
-
Incidence of adverse drug reactions in hospitalized patients: a meta-analysis of prospective studies.
JAMA. 1998 Apr 15;279(15):1200-5
PMID: 9555760
-
Adverse drug events in hospitalized patients. Excess length of stay, extra costs, and attributable mortality.
JAMA. 1997 Jan 22-29;277(4):301-6
PMID: 9002492
-
Using a hospital information system to assess the effects of adverse drug events.
Proc Annu Symp Comput Appl Med Care. 1993;:161-5
PMID: 8130454
-
Incidence of adverse drug events and potential adverse drug events. Implications for prevention. ADE Prevention Study Group.
JAMA. 1995 Jul 5;274(1):29-34
PMID: 7791255
-
Drug utilization and adverse drug reactions in medical patients: comparison of two periods, 1969--72 and 1973--76.
Isr J Med Sci. 1977 Nov;13(11):1065-72
PMID: 591300