کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
5566733 | 1563447 | 2017 | 6 صفحه PDF | دانلود رایگان |
- Utilization of Statistical Process Control (SPC) in infection prevention is critical to clearly understand trends and issues in any particular facility.
- Use of SPC in infection prevention is limited partially due to the cost associated with software that provides a simple user interface with automated evaluation of the data.
- Using free, open-source software, we created an application to create process control charts using infection prevention data.
- This manuscript outlines our selection of software, creation of the application, evaluation using simulated infection prevention data, and offers all programs for free download.
BackgroundQuality improvement is central to Infection Prevention and Control (IPC) programs. Challenges may occur when applying quality improvement methodologies like process control charts, often due to the limited exposure of typical IPs. Because of this, our team created an open-source database with a process control chart generator for IPC programs. The objectives of this report are to outline the development of the application and demonstrate application using simulated data.MethodsWe used Research Electronic Data Capture (REDCap Consortium, Vanderbilt University, Nashville, TN), R (R Foundation for Statistical Computing, Vienna, Austria), and R Studio Shiny (R Foundation for Statistical Computing) to create an open source data collection system with automated process control chart generation. We used simulated data to test and visualize both in-control and out-of-control processes for commonly used metrics in IPC programs.ResultsThe R code for implementing the control charts and Shiny application can be found on our Web site (https://github.com/ul-research-support/spcapp). Screen captures of the workflow and simulated data indicating both common cause and special cause variation are provided.ConclusionsProcess control charts can be easily developed based on individual facility needs using freely available software. Through providing our work free to all interested parties, we hope that others will be able to harness the power and ease of use of the application for improving the quality of care and patient safety in their facilities.
Journal: American Journal of Infection Control - Volume 45, Issue 3, 1 March 2017, Pages 216-221