Articles
Clinical Pharmacology & Therapeutics (2008); 84, 3, 385–392 doi:10.1038/clpt.2008.24
Application of Software Design Principles and Debugging Methods to an Analgesia Prescription Reduces Risk of Severe Injury From Medical Use of Opioids
SM Belknap1,2,3,4,5,6, H Moore4,5, SA Lanzotti7, PR Yarnold8, M Getz6, DL Deitrick7, A Peterson9, J Akeson10, T Maurer10, RC Soltysik11, GA Storm12 and I Brooks13
- 1Division of General Internal Medicine, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- 2Department of Molecular Pharmacology and Biologic Chemistry, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- 3Robert H. Lurie Cancer Center, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- 4Department of Medicine, University of Illinois College of Medicine at Peoria, Peoria, Illinois, USA
- 5Section of Clinical Pharmacology, Department of Biomedical and Therapeutic Sciences, University of Illinois College of Medicine at Peoria, Peoria, Illinois, USA
- 6Department of Medicine, OSF Saint Francis Medical Center, Peoria, Illinois, USA
- 7Quality Management, OSF Saint Francis Medical Center, Peoria, Illinois, USA
- 8Department of Emergency Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- 9Nursing Service, OSF Saint Francis Medical Center, Peoria, Illinois, USA
- 10Department of orthopedics, OSF Saint Francis Medical Center, Peoria, Illinois, USA
- 11Jesse Brown VA Medical Center, Chicago, Illinois, USA
- 12Pharmacy Service, OSF Saint Francis Medical Center, Peoria, Illinois, USA
- 13National Center for Supercomputing Applications, University of Illinois at Urbana–Champaign, Urbana, Illinois, USA
Correspondence: SM Belknap, (sbelknap@northwestern.edu)
Received 27 June 2007; Accepted 22 January 2008; Published online 19 March 2008.
Abstract
A prescription is a health-care program implemented by a physician or other qualified practitioner in the form of instructions that govern the plan of care for an individual patient. Although the algorithmic nature of prescriptions is axiomatic, this insight has not been applied systematically to medication safety. We used software design principles and debugging methods to create a "Patient-oriented Prescription for Analgesia" (POPA), assessed the rate and extent of adoption of POPA by physicians, and conducted a statistical process control clinical trial and a subsidiary cohort analysis to evaluate whether POPA would reduce the rate of severe and fatal opioid-associated adverse drug events (ADEs). We conducted the study in a population of 153,260 hospitalized adults, 50,576 (33%) of whom received parenteral opioids. Hospitalwide, the use of POPA increased to 62% of opioid prescriptions (diffusion half-life = 98 days), while opioid-associated severe/fatal ADEs fell from an initial peak of seven per month to zero per month during the final 6 months (P < 0.0016) of the study. In the nested orthopedics subcohort, the use of POPA increased the practice of recording pain scores (94% vs. 72%, P < 0.00001) and the use of adjuvant analgesics (95% vs. 40%, P < 0.00001) and resulted in fewer opioid-associated severe ADEs than routine patient-controlled analgesia (PCA) (0% vs. 2.7%, number needed to treat (NNT) = 35, P < 0.015). The widespread diffusion of POPA was associated with a substantial hospitalwide decline in opioid-associated severe/fatal ADEs.
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