Sample Answer for NUR 630 Topic 7 DQ 2 Included After Question
You are going to present data that have been collected to your administrative group. The focus is on outcome measures and the data collected are unplanned readmission rates at two different hospitals. What format would you choose to display your data and why? What information would you include with the data?
A Sample Answer For the Assignment: NUR 630 Topic 7 DQ 2
Title: NUR 630 Topic 7 DQ 2
Improving the quality and safety of healthcare is a top priority for governments, healthcare workers, and the public worldwide. Efforts to achieve this goal are often focused on investing in changes to the way healthcare is organized and delivered, which can lead to enhancements in the quality of care provided while also promoting patient safety. One of the core issues that healthcare organizations focus on is hospital readmission rates, as it has a significant impact on both the quality of care and reimbursement. When presenting data to an administrative group concerning unplanned readmission rates, it is essential to consider the target audience and display the data in a visually appealing manner that can capture their attention.
Key data should be graphed, displaying compare and contrast data between the two hospitals. Patient age, diagnosis, comorbid conditions, and length of stay are some of the vital components that should be included in the visual aid. Data visualization has become increasingly essential in the communication of quality improvement data, and nearly everyone in the field uses it to some extent (Brindley, 2020). However, the effective use of data visualization with graphics, dashboards, and other tools requires an understanding of why this approach works and how to optimize its effect (Hill et al., 2020). In addition to presenting the data, a summary report should also be outlined, highlighting areas where the hospital can improve.
This report should include opportunities for improvement and a corrective course of action for the hospital to take. Graphs and visual aids can help to organize data and promote a greater understanding of the data, which can help to develop a more effective course of action. In summary, improving the quality and safety of healthcare is a top priority, and there are numerous ways to achieve this goal. One of the core issues that healthcare organizations focus on is hospital readmission rates, and communicating this data effectively is essential. By using data visualization tools, healthcare providers can improve communication and promote a better understanding of the data, which can help to drive more effective and targeted quality improvement efforts.
AHC Media. (2019). Optimize Data Visualization to Improve Communication About Quality Improvement: Case Management Advisor, 30(8), N.PAG.
Brindley, J. (2020). Basic principles of data visualization. Effective Data Communication. https://doi.org/10.4135/9781529775044.n1
Hill, J. E., Stephani, A., Sapple, P., & Clegg, A. J. (2020). The effectiveness of continuous quality improvement for developing professional practice and improving health care outcomes: A systematic review. Implementation Science, 15(1). https://doi.org/10.1186/s13012-020-0975-2
A Sample Answer 2 For the Assignment: NUR 630 Topic 7 DQ 2
Title: NUR 630 Topic 7 DQ 2
In this particular situation, it would be appropriate to use the data to create a comparison. Data visualizations have a large impact in regards to support decision-making for healthcare professionals (Park et al., 2021). The first step would be to accurately and efficiently gather the necessary information in order to compare the data. This information can be obtained in various ways and must accurately depict the problem at hand. The next step would be for the organization to interpret the data in order to draw meaningful conclusions. The data from both hospitals need to be organized. The last step is to compare the two and determine what plan can be made to limit unplanned readmission hospital rates and the contributing factors.
I would want the population, sex, medical condition, and initial admission diagnosis to all be included in the data. I would display them in a PowerPoint presentation and give each of them their own slide. This way each hospital would be information present while also being compared to the others in their respective categories. I would also ensure that the information is updated and relevant. I would include a handout of the slides with visual aides so the audience could better picture the data and the changes that can be made when implemented correctly. All of these aspects are important for an administrative group to acknowledge and understand the impact it has on the healthcare system and for patients.
Park, S., Bekemeier, B., Flaxman, A., & Schultz, M. (2021). Impact of data visualization on decision-making and its implications for public health practice: A systematic literature review. PubMed 47(1), 175-193. https://doi:10.1080/17538157.2021.1982949
A Sample Answer 3 For the Assignment: NUR 630 Topic 7 DQ 2
Title: NUR 630 Topic 7 DQ 2
I looked into the ASQ data collection and analysis tools. They not only describe what the tools and charts are used for, but they also have templates for many of them. These tools are designed to collect, interpret, and present data for easier analysis (ASQ, n.d.). This site would be helpful when needing to display data for a presentation and trying to figure out the best method to do so. For example, we are having an issue with the staff not charting tissue documentation correctly in the operating room. If I did a CQI on this topic, I would first decide what information I would collect. For this topic, I want to look at the documentation of different tissue types (ie frozen or room temperature). I would plot these on two separate charts initially. I would then break down the two types into more specific data, such as if the tissue needs some type of reconstitution.
The ones that do not need fluid would not be included in this chart. Next, I would collect data on the frequency of specific information being charted. The information I would look for first is whether the fluid was charted as the manufacturer requires. I would also collect data regarding if other specific data was charted such as lot number, expiration date, and the staff involved in the preparation. After this data was collected, I can refer to the ASQ on what would be the best method to display my data. For this example, I might use a Pareto chart. A Pareto chart is a bar graph where the length of the bars represents frequency or cost (ASQ, n.d.). This type of chart is useful when displaying the frequency of problems occurring (ASQ, n.d.). When there are so many tools available to use to display data, it is helpful when the ASQ breaks them down in an easy-to-understand method so that the user can choose the most appropriate one for their project.
References: ASQ. (n.d.). Data collection and analysis tools. http://asq.org/learn-about-quality/data-collection-analysis-tools/overview/overview.html