Background: Choosing Wisely® is a national initiative to deimplement or reduce low-value care. However, there is limited evidence on the effectiveness of strategies to influence ordering patterns.

Objective: We aimed to describe the effectiveness of an intervention to reduce daily chest X-ray (CXR) ordering in two intensive care units (ICUs) and evaluate deimplementation strategies.

Design: We aimed to describe the effectiveness of an intervention to reduce daily chest X-ray (CXR) ordering in two intensive care units (ICUs) and evaluate deimplementation strategies.

Setting: The study was performed in the medical intensive care unit (MICU) and cardiovascular intensive care unit (CVICU) of an academic medical center in the United States from October 2015 to June 2016.

Participants: The initiative included the staff of the MICU and CVICU (physicians, surgeons, nurse practitioners, fellows, residents, medical students, and X-ray technologists).

Intervention Components: We utilized provider education, peer champions, and weekly data feedback of CXR ordering rates.

Measurements: We analyzed the CXR ordering rates and factors facilitating or inhibiting deimplementation.

Results: Segmented linear time-series analysis suggested a small but statistically significant decrease in CXR ordering rates in the CVICU (P < .001) but not in the MICU. Facilitators of deimplementation, which were more prominent in the CVICU, included engagement of peer champions, stable staffing, and regular data feedback. Barriers included the need to establish goal CXR ordering rates, insufficient intervention visibility, and waning investment among medical residents in the MICU due to frequent rotation and competing priorities.

Conclusions: Intervention modestly reduced CXRs ordered in one of two ICUs evaluated. Understanding why adoption differed between the two units may inform future interventions to deimplement low-value diagnostic tests.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8102033PMC
http://dx.doi.org/10.12788/jhm.3129DOI Listing

Publication Analysis

Top Keywords

cxr ordering
24
intensive care
20
care units
12
ordering rates
12
aimed describe
8
describe effectiveness
8
effectiveness intervention
8
intervention reduce
8
reduce daily
8
daily chest
8

Similar Publications

Assessing chest radiographic quality and the influence of COVID-19 pathology: the Australian experience.

J Med Radiat Sci

January 2025

Discipline of Medical Imaging Sciences, Faculty of Medicine and Health, University of Sydney, Camperdown, New South Wales, Australia.

Introduction: Quality assurance (QA) in medical imaging ensures consistently high-quality images at acceptable radiation doses. However, the applicability of the chest X-ray (CXR) QA tool in images with pathology, particularly infectious diseases like COVID-19, has not been explored. This study examines the utility of the European Guidelines for image quality in QA of CXRs with varying severity and types of infectious disease.

View Article and Find Full Text PDF

In this paper, we present the significant results from the Covid Radiographic imaging System based on AI (Co.R.S.

View Article and Find Full Text PDF

Recent advancements in deep learning techniques have significantly improved multi-label chest X-ray (CXR) image classification for clinical diagnosis. However, most previous studies neither effectively learn label correlations nor take full advantage of them to improve multi-label classification performance. In addition, different labels of CXR images are usually severely imbalanced, resulting in the model exhibiting a bias towards the majority class.

View Article and Find Full Text PDF
Article Synopsis
  • Chest pain is common in pediatric emergencies, with most causes being benign; however, chest x-rays (CXR) are frequently ordered despite low rates of abnormalities.
  • A study reviewed medical records of 599 children to assess the adherence of physicians to guidelines for CXR usage, finding that 57.1% followed the recommended algorithm and only 8.2% had abnormal CXR results.
  • The findings suggest the need for improved guidelines for CXR prescriptions based on specific clinical indicators of chest pain, as current practices may overuse this test despite its limited diagnostic value.
View Article and Find Full Text PDF
Article Synopsis
  • Traumatic pneumothorax is a serious condition that needs quick diagnosis and treatment, and lung ultrasound (LUS) is a promising method for early detection by novice physicians.
  • The study involved 96 patients with chest injuries, comparing LUS accuracy against standard diagnostic methods like chest X-rays and CT scans, showing LUS had a sensitivity of 100% and specificity of 97.75%.
  • The findings suggest that LUS is a practical and effective diagnostic tool for traumatic pneumothorax, making it important for physicians in various healthcare settings to be trained in its use.
View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!