Improving Response to Critical Laboratory Results with Automation: Results of a Randomized Controlled Trial
Open accessAbstract
OBJECTIVE: To evaluate the effect of an automatic alerting system on the time until treatment is ordered for patients with critical laboratory results. DESIGN: Prospective randomized controlled trial. INTERVENTION: A computer system to detect critical conditions and automatically notify the responsible physician via the hospital's paging system. PATIENTS: Medical and surgical inpatients at a large academic medical center. One two-month study period for each service. MAIN OUTCOMES: Interval from when a critical result was available for review until an appropriate treatment was ordered. Secondary outcomes were the time until the critical condition resolved and the frequency of adverse events. METHODS: The alerting system looked for 12 conditions involving laboratory results and medications. For intervention patients, the covering physician was automatically notified about the presence of the results. For control patients, no automatic notification was made. Chart review was performed to determine the outcomes. RESULTS: After exclusions, 192 alerting situations (94 interventions, 98 controls) were analyzed. The intervention group had a 38 percent shorter median time interval (1.0 hours vs. 1.6 hours, P = 0.003; mean, 4.1 vs. 4.6 hours, P = 0.003) until an appropriate treatment was ordered. The time until the alerting condition resolved was less in the intervention group (median, 8.4 hours vs. 8.9 hours, P = 0.11; mean, 14.4 hours vs. 20.2 hours, P = 0.11), although these results did not achieve statistical significance. The impact of the intervention was more pronounced for alerts that did not meet the laboratory's critical reporting criteria. There was no significant difference between the two groups in the number of adverse events. CONCLUSION: An automatic alerting system reduced the time until an appropriate treatment was ordered for patients who had critical laboratory results. Information technologies that facilitate the transmission of important patient data can potentially improve the quality of care.
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A sample size of 30 participants, each reviewing 35 test results, was required to achieve 80% power to detect a statistically significant difference in cognitive workload and performance.
“On the basis of the anticipated rate of appropriately identified abnormal test results in the literature12,13,14,15,16,17,18,19,20,21 and the anticipated magnitude of the association of the enhanced EHR, we required a sample size of 30 participants, each reviewing 35 test results, to achieve 80% power to detect a statistically significant difference in cognitive workload and performance.”
From Association of the Usability of Electronic Health Records With Cognitive Workload and Performance Levels Among Physicians (2019) · cites this paper as [12]
The Results report rates of physician review and intended action for critical-result alerts, which can inform the cited background about responses to abnormal results. The Analysis also mentions 80% power, but for detecting reductions in time to treatment and resolution—not for a study of 30 participants reviewing 35 results or for cognitive workload and performance. Those sample-size and outcome details are not supported by this source. (LLM, conf=0.84)
Experimental — accuracy not yet measuredEven in the EHR environment, with alerts and reminders in place, physicians continue to often inappropriately manage abnormal test results.
“Even in the EHR environment, with alerts and reminders in place, physicians continue to often inappropriately manage abnormal test results.12,13,14,15,16,17,18,19,20,21”
From Association of the Usability of Electronic Health Records With Cognitive Workload and Performance Levels Among Physicians (2019) · cites this paper as [12]
The Results (page unavailable) show that even with automated alerts, treatment was ordered more than five hours later in 16% of intervention cases. This supports persistent delays for some critical laboratory results, but the paper does not establish that physicians often managed abnormal results inappropriately across EHR settings; its principal finding was that alerts shortened the time to treatment. (LLM, conf=0.84)
Experimental — accuracy not yet measuredElectronic alerts show promise in improving the safety of outpatient test result follow-up.
“Electronic “alerts” have been shown to improve critical lab results communication in the inpatient setting, and they show promise in improving the safety of outpatient test result follow-up.45,52,53”
From Reducing Diagnostic Errors through Effective Communication: Harnessing the Power of Information Technology (2008) · cites this paper as [45]
Electronic alerts have been shown to improve critical lab results communication in the inpatient setting.
“Electronic “alerts” have been shown to improve critical lab results communication in the inpatient setting, and they show promise in improving the safety of outpatient test result follow-up.45,52,53”
From Reducing Diagnostic Errors through Effective Communication: Harnessing the Power of Information Technology (2008) · cites this paper as [45]
Achieving high standards of patient safety through the use of IT also entails system redesign to include formal policies and procedures regarding the use of IT.
“Thus, achieving high standards of patient safety through the use of IT also entails system redesign to include formal policies and procedures regarding the use of IT.43–47”
From Reducing Diagnostic Errors through Effective Communication: Harnessing the Power of Information Technology (2008) · cites this paper as [45]
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Technology Utilization to Prevent Medication Errors
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Real-time Notification of Laboratory Data Requested by Users through Alphanumeric Pagers
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Unexpected hypoglycemia in a critically ill patient.
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Self-citationPathology Consultation on Reporting of Critical Values
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Interpretative reports and critical values
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Patient and Physician Experience with Interhospital Transfer: A Qualitative Study
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A Trial of Automated Safety Alerts for Inpatient Digoxin Use with Computerized Physician Order Entry
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Reducing and Mitigating Human Error in Medicine
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Using information technology for patient education: realizing surplus value?
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Medication safety messages for patients via the web portal: The MedCheck intervention
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Self-citationSurvey of Critical Value Reporting and Reduction of False-Positive Critical Value Results
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The Helpful or Hindering Effects of In-Hospital Patient Monitor Alarms on Nurses
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Computerised order entry systems and pathology services--a synthesis of the evidence.
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Self-citationThe Rate of Missed Test Results in an Emergency Department
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Self-citationA Multicenter Study of the Point Prevalence of Drug-Induced Hypotension in the ICU
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The Laboratory and Patient Safety
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Human-centred design processes for clinical decision support: A pulmonary embolism case study
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Recognition of Critical Situations from Time Series of Laboratory Results by Case-Based Reasoning
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Computerized Alerts Improve Outpatient Laboratory Monitoring of Transplant Patients
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Wireless Clinical Alerts and Patient Outcomes in the Surgical Intensive Care Unit
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- Authors
- Kuperman, G. J., Teich, J. M., Tanasijevic, M. J., Ma'Luf, N., Rittenberg, E., Jha, A., Fiskio, J., Winkelman, J., & Bates, D. W.
- Affiliations
- Harvard University (US)
- Corresponding author
- Kuperman, G. J.
- Venue
- Journal of the American Medical Informatics Association
- Publisher
- Oxford University Press (OUP)
- Published
- 1999-11-01
- Volume
- 6
- Issue
- 6
- Pages
- 512-522
- ISSN
- 1067-5027 (ISSN-L)
- 1527-974X
- PMC
- PMC61393
- OpenAlex
- W1961197524
- Cited by
- 252
- References
- 33
- Citations by year
- 2026: 3 · 2025: 3 · 2024: 2 · 2023: 3 · 2022: 5 · 2021: 5 · 2020: 7 · 2019: 9 · 2018: 8 · 2017: 6 · 2016: 9 · 2015: 6 · 2014: 11 · 2013: 10 · 2012: 11
- FWCI
- 18.24
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Journal of the American Medical Informatics Association (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Agency for Healthcare Research and Quality (R01-HS08927)
- Topics
- Health Sciences › Health Professions › Health Information Management › Electronic Health Records Systems
- Health Sciences › Medicine › Surgery › Healthcare Technology and Patient Monitoring
- Health Sciences › Medicine › Physiology › Clinical Laboratory Practices and Quality Control
- Keywords
- automated alerts, physician notification, critical value reporting, adverse events, hospitalized patients, health information technology, quality of care
- MeSH terms
- Academic Medical Centers, Electronic Data Processing, Clinical Laboratory Information Systems, Hospital Communication Systems, Humans, Prospective Studies, Software, Therapy, Computer-Assisted, Time Factors, Point-of-Care Systems, Clinical Laboratory Techniques
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