RWRandy Wax

Randy Wax

*This is an algorithmically generated author record based on publicly available information.

Current Organizations / Institutes

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Previous Organizations / Institutes

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Randy Wax has a total of 16 co-authors. Here are the top co-authors by number of shared publications:


Latest Publications

  • Open Access

    A retrospective cohort pilot study to evaluate a triage tool for use in a pandemic

    by Michael D Christian, Cindy Hamielec, Neil M Lazar, Randy S Wax, Lauren Griffith, Margaret S Herridge, David Lee, Deborah J Cook

    Introduction: The objective of this pilot study was to assess the usability of the draft Ontario triage protocol, to estimate its potential impact on patient outcomes, and ability to increase resource availability based on a retrospective cohort of critically ill patients cared for during a non-pandemic period. Methods: Triage officers applied the protocol prospectively to 2 retrospective cohorts of patients admitted to 2 academic medical/surgical ICUs during an 8 week period of peak occupancy. Each patient was assigned a treatment priority (red -- 'highest', yellow -- 'intermediate', green -- 'discharge to ward', or blue/black -- 'expectant') by the triage officers at 3 separate time points (at the time of admission to the ICU, 48, and 120 hours post admission). Results: Overall, triage officers were either confident or very confident in 68.4% of their scores; arbitration was required in 54.9% of cases. Application of the triage protocol would potentially decrease the number of required ventilator days by 49.3% (568 days) and decrease the total ICU days by 52.6% (895 days). On the triage protocol at ICU admission the survival rate in the red (93.7%) and yellow (62.5%) categories were significantly higher then that of the blue category (24.6%) with associated P values of < 0.0001 and 0.0003 respectively. Further, the survival rate of the red group was significantly higher than the overall survival rate of 70.9% observed in the cohort (P < 0.0001). At 48 and 120 hours, survival rates in the blue group increased but remained lower then the red or yellow groups. Conclusions: Refinement of the triage protocol and implementation is required prior to future study, including improved training of triage officers, and protocol modification to minimize the exclusion from critical care of patients who may in fact benefit. However, our results suggest that the triage protocol can help to direct resources to patients who are most likely to benefit, and help to decrease the demands on critical care resources, thereby making available more resources to treat other critically ill patients.


  • Educating providers of mechanical ventilation: an update

    by Randy S Wax, Lisa Kenny, Paula Burns

    In recent years, research has led to changes in the practice of mechanical ventilation that are associated with improved patient outcome. Unfortunately, many of these recommendations have not been consistently translated to the bedside. Education is an important component of change management, and thus a review of successful education practices, including those that incorporate advances in technology, is timely. We are failing to adequately teach important concepts in mechanical ventilation to those healthcare providers in training and to those currently in practice. There are few explicit links between phases of training that ensure achievement of learning objectives related to mechanical ventilation. Targeted multifaceted education initiatives, however, have been shown to reduce the incidence of suboptimal mechanical ventilation care. Advances in simulation technology (table-top simulators, personal computer-based simulators, and high-fidelity patient simulators) have created new educational tools, although it has not been demonstrated how to effectively integrate ventilation simulation into a curriculum map. A coordinated approach to education about mechanical ventilation should be considered to ensure optimal patient care in a wide variety of clinical settings. Further research is necessary to determine the important characteristics inherent in successful education initiatives, particularly those incorporating new technology such as simulation.


  • Open Access

    Prospective evaluation of an internet-linked handheld computer critical care knowledge access system

    by Stephen E Lapinsky, Randy Wax, Randy Showalter, J Carlos Martinez-Motta, David Hallett, Sangeeta Mehta, Lisa Burry, Thomas E Stewart

    Introduction: Critical care physicians may benefit from immediate access to medical reference material. We evaluated the feasibility and potential benefits of a handheld computer based knowledge access system linking a central academic intensive care unit (ICU) to multiple community-based ICUs. Methods: Four community hospital ICUs with 17 physicians participated in this prospective interventional study. Following training in the use of an internet-linked, updateable handheld computer knowledge access system, the physicians used the handheld devices in their clinical environment for a 12-month intervention period. Feasibility of the system was evaluated by tracking use of the handheld computer and by conducting surveys and focus group discussions. Before and after the intervention period, participants underwent simulated patient care scenarios designed to evaluate the information sources they accessed, as well as the speed and quality of their decision making. Participants generated admission orders during each scenario, which were scored by blinded evaluators. Results: Ten physicians (59%) used the system regularly, predominantly for nonmedical applications (median 32.8/month, interquartile range [IQR] 28.3–126.8), with medical software accessed less often (median 9/month, IQR 3.7–13.7). Eight out of 13 physicians (62%) who completed the final scenarios chose to use the handheld computer for information access. The median time to access information on the handheld handheld computer was 19 s (IQR 15–40 s). This group exhibited a significant improvement in admission order score as compared with those who used other resources (P = 0.018). Benefits and barriers to use of this technology were identified. Conclusion: An updateable handheld computer system is feasible as a means of point-of-care access to medical reference material and may improve clinical decision making. However, during the study, acceptance of the system was variable. Improved training and new technology may overcome some of the barriers we identified.