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Bennion J, Mansell SK. Br J Hosp Med (Lond). 2021;82(8):1-8.
Many strategies have been developed to improve recognition of, and response, to clinically deteriorating patients. This review found that simulation-based educational strategies was the most effective educational method for training staff to recognize unwell patients. However, the quality of evidence was low and additional research into simulation-based education is needed.
Härkänen M, Haatainen K, Vehviläinen-Julkunen K, et al. Int J Environ Res Public Health. 2021;18(17):9206.
Building on previous research on the use of text mining related to medication administration error incidents, researchers in this study found that artificial intelligence can be used to accurately classify the free text of medication incident reports causing serious or moderate harm, to identify target risk management areas.
Klasen JM, Teunissen PW, Driessen EW, et al. Med Teach. 2021;Epub Oct 13.
Previous research has found that error permission (allowing errors to arise naturally and not preventing them) is a common strategy used in clinical training. This qualitative study with supervising physicians found that decisions to allow residents to fail are often made in the moment and are influenced by the patient, supervisor, trainee, and environmental factors.

Chicago, IL: National Collaborative for Improving the Clinical Learning Environment; 2021. ISBN: 9781945365416.

Health care provision requires continuous learning to enhance skills, collaboration, and system awareness. This report discusses characteristics of an environment that nurtures learning across disciplines in health care. It centers on 6 areas of focus: patient safety, quality, teaming, supervision, well-being, and professionalism.
Debriefing is an important strategy for learning about and making improvements in individual, team, and system performance. It is one of the central learning tools in simulation training and is also recommended after significant clinical events.
Freeman K, Geppert J, Stinton C, et al. BMJ. 2021;374:n1872.
Artificial intelligence (AI) has been used and studied in multiple healthcare processes, including detecting patient deterioration and surgical decision making. This literature review focuses on studies using AI to detect breast cancer in mammography screening practice. The authors recommend additional prospective studies before using artificial intelligence in clinical practice. 
Townsend T, Cerdá M, Bohnert AS, et al. Health Aff (Millwood). 2021;40(11):1766-1775.
Misuse of prescription opioids represents a serious patient safety issue. Using commercial claims from 2014 - 2018, researchers examined the association between the 2016 CDC guidelines to reduce unsafe opioid prescribing and opioid dispensing for patients with four common chronic pain diagnoses. Findings indicate that the release of the 2016 guidelines was associated with reductions in the percentage of patients receiving opioids, average dose prescribed, percentage receiving high-dose prescriptions, number of days supplied, and the percentage of patients receiving concurrent opioid/benzodiazepine prescriptions. The authors observe that questions remain about how clinicians are tailoring opioid reductions using a patient-centered approach.
Upadhyay S, Stephenson AL, Weech-Maldonado R, et al. J Patient Saf. 2021;Epub Sep 28.
This longitudinal study concluded that culturally competent hospitals have better patient safety culture than other hospitals. Based on survey data, results indicate that hospitals with higher levels of engagement in diversity programs had higher perceptions of management support for safety, teamwork across units, and nonpunitive responses.

Armstrong Institute for Patient Safety and Quality. April 4, 8, 13, 2022.

Human factors engineering (HFE) is a primary strategy for advancing safety in health care. This virtual workshop will introduce HFE methods and discuss how they can be used to reduce risk through design improvements in a variety of process and interpersonal situations.
Coldewey B, Diruf A, Röhrig R, et al. Appl Ergon. 2021;98:103544.
Medical devices without user-friendly interface designs may contribute to patient complications. This review explores problems in the use and design of mechanical ventilators that challenge safe use. The authors provide recommendations to product engineers to improve safe ventilator design.
Segal M, Giuffrida P, Possanza L, et al. J Behav Health Serv Res. 2021;Epub Oct 21.
Effective integration of health information systems can improve decision making and care coordination across practice settings. This article discusses action-oriented safe practice recommendations from health information technology and electronic health record experts regarding integration of behavioral health and primary care. Recommendations focus on screening (e.g., integrated screening tools and triggers in electronic health records (EHRs)), documentation (e.g., streamlining behavioral health data entry), and sharing (e.g., using portals, secure messaging, or health information exchange to share information across care environments). The article also outlines the role of health IT developers, clinicians, and healthcare organizations in supporting behavioral health integration in primary care.
Leibner ES, Baron EL, Shah RS, et al. J Patient Saf. 2021;Epub Sep 28.
During the first surge of the COVID-19 pandemic, a rapid redeployment of noncritical care healthcare staff was necessary to meet the unprecedented number of patients needing critical care. A New York health system developed a multidisciplinary simulation training program to prepare the redeployed staff for new roles in the intensive care unit (ICU). The training included courses on management of a patient with acute decompensation with COVID-19, critical care basics for the non-ICU provider, and manual proning of a mechanically ventilated patient.
Iqbal AR, Parau CA, Kazi S, et al. Jt Comm J Qual Patient Saf. 2021;47(12):793-801.
The electronic medication administration record (eMAR) is one technologic strategy to improve medication safety. In this study, usability issues related to eMAR contributed to 473 patient safety event reports. Eight usability challenge categories were identified (e.g. alerts and interoperability). Among these usability challenges, special attention should be paid to workflow and display/visual clutter.

Manchester, UK: Parliamentary and Health Service Ombudsman; October 2021.

This report examines a premature infant death associated with failings of antibiotic administration, deterioration recognition and action on family concerns both during treatment and post-incident. The report issues a series of recommendations building on standard remediation guidance in the United Kingdom.

ISMP Medication Safety Alert! Acute care edition. October 21, 2021;26(21):1-3.

Shortcuts in automated data entry behaviors have potential to result in errors. This article discusses search term length requirements for automated dispensing cabinets and the importance of doing a proactive failure analysis prior to implementing any system conditions to minimize unintended consequences of the rules that could detract from safety.
Orenstein EW, Kandaswamy S, Muthu N, et al. J Am Med Inform Assoc. 2021;28(12):2654-2660.
Alert fatigue is a known contributor to medical error. In this cross-sectional study, researchers found that custom alerts were responsible for the majority of alert burden at six pediatric health systems. This study also compared the use of different alert burden metrics to benchmark burden across and within institutions.
Sibbald M, Monteiro SD, Sherbino J, et al. BMJ Qual Saf. 2021;Epub Oct 5.
Diagnostic safety remains a patient safety priority. This randomized study including emergency medicine and internal medicine physicians as well as medical students found that electronic differential diagnostic support increased the likelihood that the correct diagnosis appeared in the differential, regardless of whether the tool was used early or late in the diagnostic process.