Let us consider the following for the quality improvement project:You are a new manager on your Heart Failure/Cardiac step-down unit and have high hopes for your floor.
Identify several [3] IT projects that you as the nurse manager of a nursing unit could develop to support the operations of the nursing floor to promote compliance with daily weights for your HF patients. Label them as such: IT project 1: XX, IT project 2 XXX, IT Project 3 XXXX.
There are multiple approaches to analyzing data. AI is the latest advance in machine learning approaches that include supervised, in which data is labeled and the algorithm is guided with statistical considerations, and unsupervised, in which unlabeled data is used to infer meaning. While robust, machine learning approaches require interdisciplinary teams and large resource dedication to complete.
As you do your RCA analysis you realize that compliance to many of the issues causing experiences on your floor is due to the poor health data literacy within your nursing staff. Why is it important for nurse leaders to develop health data literacy? This question must be answered and supported by scholarly sources.
Data to support patient care comes from a variety of sources that contain differing data types- must be included in your final submission [in your outline you may summarize your findings]. Key activities to use clinical data include identifying the sources of data, understanding the data types and associated methods to work with the data, and identifying the necessary resources to complete your IT project.
As you begin to form your team for your IT projects you question yourself as to who will comprise the team.Identifying and assembling an adequate project team is based on the needs of the project. At a minimum, you will need to include frontline staff that will use the product, a data analyst capable of completing the ETL process on the data, and potentially statisticians to conduct appropriate model building and outcomes analyses.
Who are the various team members to consider adding to the team? Identify their roles and contributions to the project. Here you will name and describe their role and function in implementing your projects- be detailed in your paper.