Opioid use by older adults increases the risk of falls. This study examined electronic health record data to determine the proportion of older adults presenting to the emergency room or urgent care due to a fall who receive an opioid prescription, particularly those with at least one risk factor for misuse. Nearly one third of patients received a prescription for an opioid and/or benzodiazepine, and 11% had at least one risk factor for misuse.

Electronic prescribing (e-prescribing) is an established medication error reduction mechanism. This review analyzed experiences in the United Kingdom to understand strengths and weaknesses in e-prescribing. The work concluded that e-prescribing did improve safety in the UK and that the implementation and use of the system was a complex endeavor. The effort produced an accompanying toolkit to assist organizations in e-prescribing system decision making.

Electronic differential diagnostic support (EDS) are decision aids that suggest one or more differential diagnoses based on clinical data entered by the clinician. The generated list may prompt the clinician to consider additional diagnoses. This study simulated the use of one EDS, Isabel, in the emergency department to identify barriers and supports to its effectiveness. Four themes emerged. Notably, some physicians thought the EDS-generated differentials could reduce bias while others suggested it could introduce bias.

Critical thinking skills can enhance diagnostic reasoning. This article discusses how deliberate reflection can improve diagnosis and how deliberate reflection can be integrated into digital decision support tools.

Clinical decision support systems can alert prescribers to potential interactions between the drug being ordered and other drugs or drug allergies. Earlier studies have shown high rates of overrides of drug allergy alerts. This study analyzed allergic adverse drug events that occurred because of overridden drug allergy alerts (ODAA). Less than 10% of ODAA were inappropriate and resulted in only mild adverse events.

Enhancing clinical reasoning skills is an emerging strategy to reduce diagnostic errors. This meta-analysis of 26 studies estimated that cognitive reasoning tools can lead to small improvements in diagnostic accuracy.

Computerized decision support systems can alert clinicians to drug-drug interactions (DDIs), but the alert fatigue contributes to alert overrides. This scoping review includes 34 studies from the United States and international settings and identified a high prevalence of DDI alert overrides. The authors discuss the need for improved decision support systems to improve DDI alerts and actionable metrics to measure harms associated with alert overrides.

Appropriate antibiotic prescribing is a core component of antibiotic stewardship programs to reduce the risk of antibiotic-resistant microbes. This study assessed the rate of misdiagnosed pediatric urinary tract infections (UTI) and associated antibiotic use following implementation of a quality improvement intervention. Using three interventions (diagnostic algorithm, callback system, standardized discharge antibiotic prescription), misdiagnosis of UTI decreased by half, and 2,128 antibiotic days were saved.

Early recognition of clinical deterioration in patients is often difficult to detect and often results in poor patient outcomes. This scoping review focused on the delivery and response to deterioration alerts and their impact on patient outcomes. Only four out of 18 studies included in the review reported statistically significant improvements in at least two patient outcomes, Authors suggest that workflow and integration of the early warning system model’s features into the decision-making process may be helpful.

Clinical decision support (CDS) systems built into electronic health records are designed to alert providers to potentially unsafe orders, but many alerts are ignored or overridden. This article describes the effectiveness of one hospital’s clinical decision support for high-risk medications both before and after alert improvements.

Electronic health record (EHR) system implementation should optimize interoperability and support clinician decision making. This commentary discusses a strategy to aid in the sociotechnical design of interfaces and involvement of the myriad of individuals that use EHRs, including patients.

Many interventions targeting healthcare-acquired condition reduction and prevention target a single condition, rather than the risks of multiple conditions. This proof-of-concept study discusses clinician feedback on a proposed dashboard to enhance clinicians’ management combining the risks of multiple conditions (catheter-associated urinary tract infections, pressure injuries, and falls).

Missed diagnosis of stroke in emergency medicine settings is an important patient safety problem. In this study, researchers interviewed emergency medicine physicians about their perspectives on diagnostic neurology and use of clinical decision support (CDS) tools. Themes emerged related to challenges in diagnosis, neurological complaints, and challenges in diagnostic decision-making in emergency medicine, more generally. Participating physicians were enthusiastic about the possibility of involving CDS tools to improve diagnosis for non-specific neurological complaints.

Computerized provider order entry has become standard practice for most medication ordering. This article reports on the safety and efficiency of ordering mixed-drug infusions before and after implementation of electronic prescribing. After implementation, rates of prescription errors, time to process discharge orders, and time between prescription and administration all decreased.

Clinical decision support (CDS) systems are designed to improve diagnosis. Researchers surveyed emergency department physicians about their evaluation of human factors-based CDS systems to improve diagnosis of pulmonary embolism. Although perceived usability was high, use of the CDS tool in the real clinical environment was low; the authors identified several barriers to use, including lack of workflow integration.

Alert fatigue is an increasingly recognized patient safety concern. This retrospective study examined the association between habit and dismissal of indwelling catheter alerts among physicians at one hospital in Singapore. Findings indicate that physicians dismissed 92% of all alerts and that 73% of alerts were dismissed in 3 seconds or less. The study also concluded that a physician’s prior dismissal of alerts increases the likelihood of dismissing future alerts (habitual dismissal), raising concerns that physicians may be missing important alerts.

Clinical decision support systems (CDSS) can help identify potential drug-drug interactions (DDI), but they can lead to alert fatigue and threaten patient safety. Based on an analysis of DDI alerts and survey data regarding physician experience using the DDI module in the CDSS, researchers identified barriers (i.e., lack of patient-specific characteristics and DDI-specific screening intervals) that contribute to false-positive alerts and alert fatigue.