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The PSNet Collection: All Content

The AHRQ PSNet Collection comprises an extensive selection of resources relevant to the patient safety community. These resources come in a variety of formats, including literature, research, tools, and Web sites. Resources are identified using the National Library of Medicine’s Medline database, various news and content aggregators, and the expertise of the AHRQ PSNet editorial and technical teams.

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Displaying 1 - 20 of 80 Results
Krevat S, Samuel S, Boxley C, et al. JAMA Netw Open. 2023;6:e238399.
The majority of healthcare providers use electronic health record (EHR) systems but these systems are not infallible. This analysis used closed malpractice claims from the CRICO malpractice insurance database to identify whether the EHR contributes to diagnostic error, the types of errors, and where in the diagnostic process errors occur. EHR contributed to diagnostic error in 61% of claims, the majority in outpatient care, and 92% at the testing stage.
Perspective on Safety March 29, 2023

In the past several decades, technological advances have opened new possibilities for improving patient safety. Using technology to digitize healthcare processes has the potential to increase standardization and efficiency of clinical workflows and to reduce errors and cost across all healthcare settings.1 However, if technological approaches are designed or implemented poorly, the burden on clinicians can increase. For example, overburdened clinicians can experience alert fatigue and fail to respond to notifications. This can lead to more medical errors.

In the past several decades, technological advances have opened new possibilities for improving patient safety. Using technology to digitize healthcare processes has the potential to increase standardization and efficiency of clinical workflows and to reduce errors and cost across all healthcare settings.1 However, if technological approaches are designed or implemented poorly, the burden on clinicians can increase. For example, overburdened clinicians can experience alert fatigue and fail to respond to notifications. This can lead to more medical errors.

Curated Libraries
March 8, 2023
Value as an element of patient safety is emerging as an approach to prioritize and evaluate improvement actions. This library highlights resources that explore the business case for cost effective, efficient and impactful efforts to reduce medical errors.
Danielson KK, Rydzon B, Nicosia M, et al. JAMA Netw Open. 2023;6:e2253275.
Patients with diabetes may not be aware of their condition and therefore may not seek timely care. In this pilot study, patients presenting to the emergency department at risk of type 2 diabetes were flagged by the electronic health record. Clinicians could then add hemoglobin A1c (HbA1c) to scheduled blood draws. Of the patients with elevated HbA1c levels contacted by study staff, three-quarters were not aware of a previous diabetes diagnosis.
Malik MA, Motta-Calderon D, Piniella N, et al. Diagnosis (Berl). 2022;9:446-457.
Structured tools are increasingly used to identify diagnostic errors and related harms using electronic health record data. In this study, researchers compared the performance of two validated tools (Safer Dx and the DEER taxonomy) to identify diagnostic errors among patients with preventable or non-preventable deaths. Findings indicate that diagnostic errors and diagnostic process failures contributing to death were higher in preventable deaths (56%) but were also present in non-preventable deaths (17%).
Boxley C, Krevat SA, Sengupta S, et al. J Patient Saf. 2022;18:e1196-e1202.
COVID-19 changed the way care is delivered to hospitalized patients and resulted in new categories and themes in patient safety reporting. This study used machine learning to group of more than 2,000 patient safety event (PSE) reports into eight clinically relevant themes, including testing delays, diagnostic errors, pressure ulcers, and falls.
Curated Libraries
October 10, 2022
Selected PSNet materials for a general safety audience focusing on improvements in the diagnostic process and the strategies that support them to prevent diagnostic errors from harming patients.
Perspective on Safety August 5, 2022

The focus on patient safety in the ambulatory setting was impacted by the COVID-19 pandemic and appropriately shifting priorities to responding to the pandemic. This piece explores some of the core themes of patient safety in the ambulatory setting, including diagnostic safety and diagnostic errors. Ways to enhance patient safety in the ambulatory care setting and next steps in ambulatory care safety are addressed. 

The focus on patient safety in the ambulatory setting was impacted by the COVID-19 pandemic and appropriately shifting priorities to responding to the pandemic. This piece explores some of the core themes of patient safety in the ambulatory setting, including diagnostic safety and diagnostic errors. Ways to enhance patient safety in the ambulatory care setting and next steps in ambulatory care safety are addressed. 

Hautz WE, Kündig MM, Tschanz R, et al. Diagnosis. 2021;9:241-249.
Diagnostic errors can be identified by measuring concordance of initial and final diagnosis, for instance admission and discharge diagnoses. In this study, researchers developed and tested an automated trigger system to determine concordance between pairs of diagnoses. In comparison to the reference standard (concordance determined by experts) the automated system performance was excellent.
Giardina TD, Choi DT, Upadhyay DK, et al. J Am Med Inform Assoc. 2022;29:1091-1100.
Most patients can now access their provider visit notes via online portals and many have reported mistakes such as diagnostic errors or missed allergies. This study asked patients who may be “at-risk” for diagnostic error about perceived concerns in their visit notes. Patients were more likely to report having concerns if they did not trust their provider and did not have a good feeling about the visit. Soliciting patient concerns may be one way to improve transparency regarding diagnostic errors and trust in providers.
Lam D, Dominguez F, Leonard J, et al. BMJ Qual Saf. 2022;31:735-743.
Trigger tools and incident reporting systems are two commonly used methods for detecting adverse events.  This retrospective study compared the performance of an electronic trigger tool plus manual screening versus existing incident reporting systems for identifying probable diagnostic errors among children with unplanned admissions following a prior emergency department (ED) visit. Of the diagnostic errors identified by the trigger tool and substantiated by manual review, less than 10% were identified through existing incident reporting systems.
Wieringa S, Neves AL, Rushforth A, et al. BMJ Qual Saf. 2022;Epub Mar 8.
The COVID-19 pandemic dramatically increased the use of telehealth, including remote primary care triage and assessment. This qualitative study explored patients’ and clinicians’ experiences managing suspected COVID-19 during remote triage and assessment. Findings highlight the need to strengthen organizational resilience, develop and implement triage decision support tools, and address vulnerable and unsupported groups (e.g., the elderly, vulnerable and homebound patients).
Mullur J, Chen Y-C, Wickner PG, et al. J Patient Saf. 2022;18:e431-e438.
COVID-19 restrictions and patient safety concerns have greatly expanded the use of telehealth and virtual visits. Through patient satisfaction surveys and patient complaints, this US hospital evaluated the quality and safety of virtual visits in March and April of 2020. Five patient complaints were submitted during this timeframe and overall patient satisfaction remained high. Safety and quality risks were identified (e.g., diagnostic error) and best practices were established.

Perry AF, Federico F, Huebner J. Boston, MA: Institute for Healthcare Improvement; 2021. 

The emergence of telemedicine during the COVID-19 pandemic has situated it to become an accepted model for health service provision despite safety concerns. This white paper discusses a 6-item framework to enhance the safety, equity, and person-centeredness of telemedicine and recommendations for embedding safer methods into telemedicine practice.
Lamoureux C, Hanna TN, Sprecher D, et al. Emerg Radiol. 2021;28:1135-1141.
Teleradiology - general radiologists who support several hospitals and read films remotely – can increase off-hours coverage but this approach can result in increased errors. This retrospective review examined errors and discrepancies between teleradiology findings and image interpretation from local facility radiologists. Most errors involved CT scans; the most common errors included missed fractures or dislocations and bleeding.
Rajan SS, Baldwin J, Giardina TD, et al. J Patient Saf. 2022;18:e262-e266.
Radiofrequency identification (RFID) technology has been most commonly used in perioperative settings to improve patient safety. This study explored whether RFID technology can improve process measures in laboratory settings, such as order tracking, specimen processing, and test result communication. Findings indicate that RFID-tracked orders were more likely to have completed testing process milestones and were completed more quickly.
Patient Safety Innovation January 26, 2022

The Revised Safer Dx Instrument provides a standardized list of questions to help users retrospectively identify and assess the likelihood of a missed diagnosis in a healthcare episode. Results of the assessment are intended for use in system-level safety improvement efforts, clinician feedback, and patient safety research.

Shen L, Levie A, Singh H, et al. Jt Comm J Qual Patient Saf. 2022;48:71-80.
The COVID-19 pandemic has exacerbated existing challenges associated with diagnostic error. This study used natural language processing to identify and categorize diagnostic errors occurring during the pandemic. The study compared a review of all patient safety reports explicitly mentioning COVID-19, and using natural language processing, identified additional safety reports involving COVID-19 diagnostic errors and delays. This innovative approach may be useful for organizations wanting to identify emerging risks, including safety concerns related to COVID-19.
Cecil E, Bottle A, Majeed A, et al. Br J Gen Pract. 2021;71:e547-e554.
There has been an increased focus on patient safety, including missed diagnosis, in primary care in recent years. This cohort study evaluated the incidence of emergency hospital admission within 3 days of a visit with a GP with missed sepsis, ectopic pregnancy, urinary tract infection or pulmonary embolism. Shorter duration of appointment and telephone appointment (compared with in person) were associated with increased incidence of self-referred emergency hospital admission.