Leadership project week 5
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LeadershipinQIPaperAssignmentweek5.docx
LeveragingITSolutionstoImproveComplianceandPatientOutcomesinHeartFailureManagement.pdf
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You are on the right track for the final project. Discuss how are you going to plan and integrate the project. How would you capture the stakeholders? Who will you have to convince or present to for this project? What data will you present? Do you need IRB? Do you need a budget? Do you need nurse educators? How did you analyze RCA? Be detailed and specific in discussing your project in the final paper.
LeadershipinQIPaperAssignmentweek5.docx
Leadership in QI Paper Assignment Content
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Data to support patient care comes from a variety of sources that contain differing data types. 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.
The scope of your IT project will determine the level of data access required and the associated data storage needs. Data used in multisite projects will require IRB oversight and often require the execution of a DUA if transferring data outside of the institution or receiving data from another institution.
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.
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.
All projects require review and potential revision over time. Follow-up and review of implemented programs should be included in the initial planning stages and resource allocation decisions at project inception.
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 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.
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?
As you begin to form your team for your IT projects you question yourself as to who will comprise the team.
Who are the various team members to consider adding to the team? Identify their roles and contributions to the project.
Please review the rubric prior to submitting- remember this assignment is 15% of your grade.
This paper should be minimally 7-9 pages not counting references and cover page.
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LeveragingITSolutionstoImproveComplianceandPatientOutcomesinHeartFailureManagement.pdf
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Leveraging IT Solutions to Improve Compliance and Patient Outcomes in Heart Failure
Management
Laura Dominguez
Professor: Carmen Lazo
9/13/2024
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Leveraging IT Solutions to Improve Compliance and Patient Outcomes in Heart Failure
Management
Introduction
In nursing management, technology is a critical tool for reaching goals in patient
satisfaction and organizational success. Among the measures proposed to control and manage
complications related with fluid in HF patients, it is suggested that weight should be measured on
a daily basis. Yet it can be fairly challenging to ensure that this practice is practiced as it should
be practiced. Some of the potential IT projects that could facilitate a way to meet the compliance
with weight monitoring for HF patients in the HF/Cardiac step-down unit are described in this
paper. It also elaborates the reasons for the health data literacy for the NLEs and also depicts the
roles of requisite members for a competent IT project team.
IT Projects to Promote Compliance with Daily Weights
An appropriate IT project that can help in solving the problem of non-adherence to daily
weight monitoring is the improvement of the electronic health record (EHR) system. Therefore,
the presence of the field that the system would require to be filled daily with weights could assist
the system to alert the nursing staff when the data is missing. This also makes it possible to
ensure the weights are recorded on time, these are helpful, especially when managing HF
patients as the trends in weight are so vital (Conroy et al., 2019). It could also be used to make
early fluid predicts indication and take early interventions in instance such as fluid retention.
Another possible intervention includes the creation of an application through which HF
patients can enter their daily weights. This data could be automatically transferred to the
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hospital’s EHR system thus providing a smooth patient and provider interface (Sohn et al.,
2020). In terms of nurses, it enables follow up based on real-time information.
A third approach involves integration of automated weight monitoring devices which
feed data directly into the EHR system thereby reducing human interference. These devices
could be placed within the patient rooms and they could also be given to the patients for home
use upon release from the hospital. The automation improves the quality of documentation,
which makes the overall care management for HF patients better (Kennel et al., 2022).
Importance of Health Data Literacy for Nurse Leaders
Any nurse leader should have some level of health data literacy as it prepares a leader to
make the right decisions based on data. Knowledge and analysis of health information is crucial
in informing logical and informed decisions that will enhance healthcare outcomes and
organization functioning (Raffaghelli & Stewart, 2020). In addition. Nurse leaders who are data
literate can therefore train their staffs on the importance of collecting and analyzing data as a
way of enhancing compliance and patient care.
Data literacy also facilitates health nurse leaders to work with interdisciplinary teams
who include IT experts and data analysts involved in complicated QI projects (Raffaghelli &
Stewart, 2020). Out of all the skills, this is a crucial one, as all team members need to have a
clear understanding of the clinical and/or operational objectives of the project.
Key Team Members for IT Projects
One of the most crucial factors when carrying out an IT project is talent acquisition and
having a pool of talented and diverse people. Frontline Staff nurses are critical to the team
because they are the direct consumers of the implemented system. It is particularly appreciated
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for defining what should be done technically in the framework of the clinical unit and could be
done more efficiently with a correct functional setting. It also means that they can contribute to
the testing and rollout phases that would further shape the project.
Data analysts have a crucial role to perform extraction, transformation, and loading
(ETL) process. They make sure that data collected is properly cleaned and formatted for analysis
so as to offer important insights for decision making.
IT specialists carry the main responsibility of actual implementation of new tools and
also assessing how the system performs. They are responsible for data protection, adherence to
policies, and solving any technical problems faced when implementing the systems.
Last but not least, nurse informaticists are essential stakeholders, as they help connect
between clinicians and technology. Their combined experience guarantees that the
implementation of the technologies in practice complies with contractual norms and operations.
Conclusion
Thus, the enhancement of IT projects on the HM unit of the Heart Failure/Cardiac step-
down unit can help in attaining higher compliance with the daily weight monitoring and, thus,
the patients. To this end, nurse leaders must pay special attention to improving the levels of
health data literacy in the teams for effective implementation of these technologies. Structuring
multifaceted IT support teams that combine both clinical staff and IT professionals such as
frontline employees, data analysts, IT personnel, statisticians, and nurse informatics is also
crucial for implementing IT projects. Consequently, by employing these resources, nurse
managers can be in a better position to promote the best solutions, which can address both
patient care and system concerns.
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References
Conroy, M. B., McTigue, K. M., Bryce, C. L., Tudorascu, D., Gibbs, B. B., Arnold, J., ... &
Fischer, G. S. (2019). Effect of electronic health record–based coaching on weight
maintenance: a randomized trial. Annals of Internal Medicine, 171(11), 777-784.
Kennel, P. J., Rosenblum, H., Axsom, K. M., Alishetti, S., Brener, M., Horn, E., ... & Uriel, N.
(2022). Remote cardiac monitoring in patients with heart failure: a review. JAMA
cardiology, 7(5), 556-564.
Raffaghelli, J. E., & Stewart, B. (2020). Centering complexity in ‘educators’ data literacy’to
support future practices in faculty development: A systematic review of the
literature. Teaching in Higher Education, 25(4), 435-455.
Sohn, A., Speier, W., Lan, E., Aoki, K., Fonarow, G. C., Ong, M. K., & Arnold, C. W. (2020).
Integrating remote monitoring into heart failure patients’ care regimen: A pilot
study. PLoS One, 15(11), e0242210.