Evidence-Based Proposal and Annotated Bibliography on Technology in Nursing

One such beneficial change that has been observed is the management of chronic diseases utilizing telemonitoring and wearable health devices, such as Continuous Glucose Monitors (CGMs) (Balata et al., 2025). They allow patients to actively manage their diabetes as opposed to reactively, since, unlike finger-prick glucose monitoring devices that are unable to provide patients with continuous glucose data, they can provide patients with constant information about their glucose levels. The benefits of CGMs in promoting patient safety, improving care quality, and teamwork in managing diabetes are discussed. The nursing staff can receive and use real-time glucose data and alerts to abnormal values, and help them make timely interventions and maximize clinical decisions. Moreover, they have been incorporated into the workflows of healthcare to facilitate the reduction of healthcare disparities by providing real-time information about remote and underserved communities.

The current evidence was sampled by conducting a structured search of the recent scholarly literature on the use of CGM in clinical settings by using PubMed, CINAHL, and ScienceDirect. The screening of the studies was limited to peer-reviewed studies published in the past five years in order to be relevant and up-to date. The other significant keywords included: CGM in Type 2 Diabetes, real-time glucose monitoring, CGM nursing workflow, and AI-driven glucose monitoring. The journals were judged based on their relevance to nursing, interdisciplinary collaboration, adoption of technology, and outcomes of patient safety. Research papers that considered patient outcomes and the difficulty in integrating the healthcare system were not left out either, since they satisfied study favoring inclusion criteria.

Rationale for Selecting This Technology Topic

The topic was chosen as CGMs are becoming a significant part of managing chronic diseases and providing telehealth services to patients with diabetes. In the COVID-19 pandemic stage and after, the development of telemedicine demonstrated that there was a need to have good, reliable remote monitoring devices such as CGMs. It has dynamic glucose data and trend analysis, which eliminates the use of fingersticks to monitor and enhances clinical outcomes. The CGMs can also enable patients and care teams to communicate continuously to facilitate proactive and personalized care. In addition, data sharing is easy, and it assists in implementing necessary clinical changes within the proper time to avoid acute complications.

CGMs are of added value in Type 2 diabetes, where the preservation of early complications and the control of glycemic levels are both of the utmost importance. It is usually a chronic condition; thus, monitoring and tweaking are necessary throughout a lifetime, and CGMs can be used to continue to manage it. CGMs are among the potential innovations of diabetes care as they allow providing real-time feedback, integration of mobile devices, and AI-based notifications (Balata et al., 2025). CGMs, therefore, are a pillar in the contemporary management of diabetes that is supported with nurse-led education and monitoring and offer these options in both urban and rural environments. Moreover, CGMs enable patients to play a proactive role in viewing, which nurtures self-efficacy and compliance with treatment plans.

Evidence of the Impact on Patient Safety, Quality of Care, and the Interdisciplinary Team

Faulds, E. R., Dungan, K. M., McNett, M., Jones, L., Poindexter, N., Exline, M., Pattison, J., & Pasquel, F. J. (2023). Nursing perspectives on the use of continuous glucose monitoring in the intensive care unit. Journal of Diabetes Science and Technology. https://doi.org/10.1177/19322968231170616

In the study by Faulds et al. (2023), the authors demonstrated that CGMs play a crucial role in managing diabetes; they can offer real-time glucose data that can be used by patients and healthcare practitioners to make informed and timely decisions. CGMs would be able to reduce the frequency and intensity of hypoglycemic and hyperglycemic events and, in this way, enhance patient safety. Continuous data is also possible to implement early interventions, and frequent hospitalization due to acute glycemic events can be avoided. CGM has been found to lead to improved glycemic control because of improved medication adherence and lifestyle modifications among patients utilizing CGMs. Notably, the research highlights the importance of nurses in the process of CGM data interpretation and the need to provide patient education to ensure this technology can be fully utilized. Real-time glucose trend is shared with interdisciplinary teams of endocrinologists, dietitians, pharmacists, and diabetes educators to coordinate the treatment plan. By removing duplication of effort and generating increased patient engagement due to support consistency across healthcare providers, patient outcomes are optimized, and workflow efficiencies are increased. The article emphasizes the way CGMs make patients safe and enhance the quality of care by minimizing the number of hypoglycemic and hyperglycemic events with the help of real-time data that assists in making timely clinical decisions. It also highlights the applicability of CGMs to the nursing profession and interdisciplinary teamwork since nurses interpret data and organize care with other specialists such as endocrinologists, dietitians, and pharmacists. This journal was selected due to the emphasis it places on the critical role of CGMs in improving the management of diabetes, as well as the fact that it is a valuable resource that health practitioners can use to improve patient outcomes.

Integrating Continuous Glucose Monitors to Enhance Patient Safety, Quality of Care, and Team Collaboration

Shaw, J. L. V., Bannuru, R. R., Beach, L., ElSayed, N. A., Freckmann, G., Füzéry, A. K., & Venner, A. A. (2024). Consensus considerations and good practice points for use of continuous glucose monitoring systems in hospital settings. Diabetes Care, 47(12), 2062–2075. https://doi.org/10.2337/dci23-0013

A feedback loop enables nurses and physicians to make timely interventions and minimize the number of visits to the emergency room as well as the occurrence of diabetes-related complications. This proactive control is more than classic monitoring and has practical insights that significantly enhance the quality of care. In addition, being integrated with CGMs contributes to the increase in interprofessional collaboration, as the team members are able to look at and analyze the glucose data in real-time. Shared data platforms provide a common platform to make decisions among medical professionals and to guarantee coordinated and patient-centred care. This involves collaboration where the team-based practice enhances patient satisfaction by offering a combined care approach by all concerned practitioners. The article emphasizes how Shaw et al. (2024) reveal the implementation of CGM data into clinical practice as one of the ways to identify glucose variation early to implement personalized, proactive interventions that can enhance patient safety and care quality. It also highlights the applicability of CGMs to nursing and interdisciplinary practice through enabling real-time data exchange, shared decision-making, and coordinated and patient-centered care. The publication has been chosen since it demonstrates the way CGM technology can improve the traditional methods of diabetic management into a collaborative, data-focused process that can improve the outcomes and patient satisfaction.

Influence of Organizational Factors on CGM Implementation

Reaven, P. D., Newell, M., Rivas, S., Zhou, X., Norman, G. J., & Zhou, J. J. (2023). Initiation of continuous glucose monitoring is linked to improved glycemic control and fewer clinical events in Type 1 and Type 2 diabetes in the Veterans Health Administration. Diabetes Care, 46(4), 854–863. https://doi.org/10.2337/dc22-2189

According to Reaven et al. (2023), organizational readiness, such as the presence of leadership support, infrastructure capabilities, and an explicit policy, is crucial in the implementation success of CGM. The involvement of leadership guarantees the allocation of resources and priorities for staff training to be able to use CGM successfully. CGM data that are incorporated into electronic health records (EHRs) improve workflow and clinical documentation accuracy. Robust interdisciplinary communication and technical support to maintain CGM use are also highlighted by the authors. This needs continuous training of the staff to give them confidence in technology. Teamwork between the nurses, endocrinologists, IT workers, and pharmacists makes the data-sharing process efficient and helps with clinical decision-making. These aspects are organizational, which is essential in maximizing the benefits of CGMs in diabetes care in the long run. As emphasized in the article, Reaven et al. (2023) emphasize that organizational readiness, such as leadership support, infrastructure, and integration with electronic health records, is critical to successful CGM implementation to enhance the quality and efficiency of care. It highlights the applicability of CGMs to nursing and interdisciplinary teams by facilitating technical training, data sharing, and cooperation among nurses, IT personnel, endocrinologists, and pharmacists. This article was chosen as it offers a good perspective on systemic and organizational approaches needed to maintain the use of CGM and improve the delivery of diabetes care.

Implementation and Use of Continuous Glucose Monitors in Health Care Settings

Ndungu, M. (2025). Impact of continuous glucose monitoring in underserved adults with Type 2 Diabetes within the United States: A scoping review. Journal of the American College of Clinical Pharmacy. https://doi.org/10.1002/jac5.2078

In the study by Ndungu (2025), a scoping review of the application of CGMs among underserved adults with Type 2 Diabetes in the U.S., the researchers emphasize that it has led to greater patient confidence and ability to independently manage their health condition. Real-time data provides improved knowledge to the patients on patterns and triggers, thus leading to informed self-care decisions. The researchers discovered that patient engagement was increased by the use of CGM, which resulted in a reduction in acute cases of glucose emergencies and more effective long-term control. Nurses in particular appreciate CGMs as a tool of education of patients and enabling them to make timely changes in their medication and lifestyle. Mobile health apps have CGMs that allow providers and patients to stay in touch with each other. The integration helps facilitate interdisciplinary cooperation and facilitates the efficient delivery of outpatient care in an easier manner. The article also emphasizes the fact that Ndungu (2025) discovered that CGMs empower adult patients with Type 2 Diabetes who are undervalued by providing them with self-management, decreasing acute complications, and enhancing long-term glycemic control. It highlights the significance of CGMs in nursing and interdisciplinary care as it helps to educate patients, have timely interventions, and communicate both in real-time, using mobile health integration. The reason why this publication was selected is that it discusses equality in diabetes care and shows how CGMs might be used to enhance the results in underserved groups via collaborative, patient-centered care.

Summary of Recommendations

Combined, the mentioned publications indicate that CGMs are effective in managing diabetes by helping patients control their glucose levels and decrease the number of hospitalizations (Faulds et al., 2023; Shaw et al., 2024). Ongoing surveillance helps in reinforcing previous nursing interventions and more coordination between providers. CGMs provide real-time information that is vital for quality improvement. Reaven et al. (2023) also believe that a successful implementation requires excellent leadership, sufficient infrastructure, and staff training. CGMs have a positive effect on patient engagement and nursing efficiency, which is confirmed by Ndungu (2025). Discussed by Shaw et al. (2024), AI-enhanced systems promise to alleviate the strain on providers and aid in a timely clinical decision-making process. All the evidence points to the CGMs as disruptive instruments in diabetes management.

CGMs have been proven to be effective evidence-based interventions in the treatment of Type 2 Diabetes, either in telehealth or outpatient settings. These technologies decrease vital occurrences, boost the efficiency of nursing, and promote interdisciplinary collaboration. Patient satisfaction, decreased readmissions, and more empowered care teams are benefits that can be anticipated in organizations with embracement of CGMs. With the development of CGMs, such features as predictive analytics are likely to become even more personalized and enhance diabetes care.

Conclusion

The use of CGMs in diabetes management is a game changer in managing chronic diseases. According to the literature, CGMs enhance patient safety, the quality of care, and interprofessional coordination. Such devices can help in real-time glucose monitoring, putting patients in control of their health and relieving nurses of workload. The benefits of CGMs can only be achieved with preparedness, infrastructure, and extensive training of the staff. With the continued expansion of healthcare systems into telehealth, CGMs will continue to be important resources to enhance outcomes and streamline care delivery by a team. Further studies are needed to research long-term outcomes and cost-effectiveness to inform implementation.