NURS FPX 8022 Assessment 1 Using Data to Make Evidence-Based Technology Recommendations

Student name

Capella University

NURS-FPX8022

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Submission Date

Introduction

Technology recommendations are also critical in the medical field, where data is used to come up with evidence-based choices that a healthcare facility should make in order to be aware of how to invest in technology that will directly translate to patient outcomes and operational efficiency. The systematic research of clinical outcomes, safety indicators, and workflow can assist leaders in selecting those technologies which demonstrated positive findings rather than relying on the assertions of the vendor. The evidence-based approach not only minimizes the implementation risk but also optimizes utilization of the resources, and the new technologies are also associated with the quality improvement objectives within the organization.

Eventually, the implementation of innovations with enhanced care delivery and quantifiable value and payoff can be achieved through informed decision-making (Lyu, 2025). The main aspect that will be evaluated in the assessment will be the use of technology in real practice cases and the use of performance information in the preparation of evidence-based technology advice.

Evaluation of Technology in Use

Healthcare organizations should make performance benchmarking a continuous process against national standards that optimize patient outcomes and identify key areas of improvement. The case of Medical University of South Carolina University Medical Center (MUSC) is showing severe performance lapses as the number of patient falls per 1,000 patient days is 0.774 compared to 0.000 in the best performers, which means that there is a serious patient safety problem (Leapfrog, n.d.). The institution has a 74 score in medication communication, which is substantially lower than the 88 score of the highest-ranked hospitals, indicating that the institution has not been successful in educating patients about their medication regimens and side effects (Leapfrog, n.d.).

The performance of communication on discharge is 82, which, on average are lower than the nationwide standards, but higher than the other underperforming facilities with 67, and standardization can be attained (Leapfrog, n.d.). The overall package of staff training programs, in combination with the strategic incorporation of technology, can be considered an essential step towards achieving perfection in patient safety and communication rates.

Patient education system Interactive and automated medication dispensing system implementation can greatly enhance medication communication and discharge planning in a healthcare facility. With the technological interventions, medical professionals will be able to offer standardized counseling on medication administration and discharge training through touchscreen displays with visual learning materials (Mason et al., 2022). The systems eliminate the variation of communication plans and specify the mechanisms of organized patient cognizance of medication adherence and post-discharge practices (Osei et al., 2025). Interventions signified by the application of technology and methodically standardizing medication and discharge communication workflow will elevate patient safety outcomes and reduce unnecessary adverse events.

The obstacles to the adoption of advanced communication technologies within healthcare institutions have been very high because the entities grapple with competing institutional priorities, resource constraints, and human elements in the change implementation process. The resistance of the personnel to the interactive patient education programs is usually linked to the fear of the increased workload demands and the unfamiliarity with the digital interfaces (Provenzano et al., 2024). The financial constraint, particularly within the smaller healthcare facilities, constrains the automated medication delivery systems buying process and the investments needed to train people.

The complexities of integration that ensue technologically when the new communication platforms are incorporated into the already existing electronic health records systems may disrupt the workflows and clinical operations of the existing system. This may widen the digital divide in healthcare since patients lacking technological skills will find it difficult to navigate successfully the touchscreen-based systems of education (Bitomsky et al., 2025). The strategic implementation and long-term administrative support planning are two key elements that make the successful implementation of technology in different healthcare conditions.

The current medication communication and discharge processes of the MUSC imply the participation of the providers, who make the medication orders during the patient record, and the nurses who receive the medications according to the standard pharmacy delivery systems. Nurses offer verbal medication education in standardized protocols, yet the quality of education delivery is different based on the method of individual practitioners and time constraints. Technology will make the systems of healthcare delivery efficient, as nurses will be able to offer complete patient education (Altmiller and Pepe, 2022).

It is advisable that the ideal communication practices entail well-organized methodologies that would assist the diverse patient learning requirements and preferences (Hickey et al., 2023). The discharge information is typically provided to the patients in written form, whereby schedules of drug intake, side effects, and follow-ups are indicated. The continuity of care is established by the documentation of the electronic health record system that creates the long-standing records of patient education contacts and discharge planning activities. The existing workflow design is presented in Appendix A.

Patient Safety Areas Identified

Healthcare facilities have two primary assessment frameworks, such as Leapfrog safety ratings and Medicare comparison tools, as performance evaluation tools. In Leapfrog, the letter grades (A-F) are applied when it comes to the general safety indicators, i.e., protocol compliance, disease control, and clinical outcomes (Razick et al., 2024).

The Medicare Compare measures a broader range of features of healthcare delivery and patient satisfaction, which enables researching comparatively to choose the provider (CMS, 2023). The three fundamental purposes of the evaluation systems include the creation of transparency in the operations, quality improvement programs, and the delivery of evidence-based information to consumers to make healthy healthcare decisions. The standardized monitoring frameworks apply similar evaluation criteria, but when combined, they foster the quality of healthcare because they offer increased accountability and an informed choice by consumers.

The indicators of patient safety and the quality of communication in a number of performance measures in the healthcare facility in question have serious gaps. The MUSC demonstrates enthralling, alarming results in regard to performance regarding falls prevention rate, with a rate of 0.774 falls per 1,000 patient days, which is considerably higher than the benchmark rate at 0.000 and the national average rate at 0.38 score (Leapfrog, n.d.).

Medication communication scores (74) and discharge communication scores (82) are not satisfactory levels of performance, but the scores are still considerably lower when compared to the performance of the top facilities, which are rated at 88 and 94, respectively (Leapfrog, n.d.). The performance differences raise some fundamental questions as to whether the medical center attempts to create a bundle of holistic norms of patient safety and offer evidence-based interventions in the training of the patients.

Table 1

Medical University of South Carolina University Medical Center Score Comparison

Note. The data depict Leapfrog safety grade scores on the Medical University of South Carolina University Medical Center against the set industry levels. In the case of patient fall measures, lower figures will indicate better performance, whereas communication measures show high scores resulting in excellent performance. The Leapfrog Hospital Safety Grade database provided the data (Leapfrog, n.d.).

The MUSC Medical Center is a place with mixed performance with regard to the Medicare measures of quality, which indicates both strong aspects in performance and areas of improvement. The facility has an average 4-star rating and a 3-star survey outcome with patients (Medicare, n.d.). The medical facility scores very high on the adherence to colonoscopy follow-up care (98 vs. 92 nationally) and stroke treatment (88 vs. 70 nationally), but has problems with efficiency in emergencies (Medicare, n.d.).

The institution has strong influenza vaccination rates of 81, which is higher than the national rates of 78, and a higher score in various infection prevention indicators, including central line-associated bloodstream infections and catheter-associated urinary tract infections (Medicare, n. d.). The activities of the emergency departments demonstrate alarming delays, with an average length of stay of 216 minutes versus 195 minutes in similar high-volume departments in the country (Medicare, n.d.). The results highlight the urgent requirements in the optimization of the emergency department workflow and sepsis recognition methods in the context of the healthcare delivery system.

The available healthcare performance data indicate a significant variation in operations across the premier academic medical centers across various clinical areas. Cleveland Clinic has deficiencies in the area of medication communication at 57% against the 66% performance of Mayo Clinic, and both organizations have sepsis management problems below 64% national performance at 51% and 65%, respectively (Medicare, 2025a; Medicare, 2025b). On the indicators of the emergency departments, it is clear that the Cleveland Clinic has alarming statistics of 196 minutes against Mayo Clinic with 203 minutes (Medicare, 2025a; Medicare, 2025b).

The influenza vaccination adherence has shown significant differences with the model figure of 90% with the Cleveland Clinic, as against the poor fifty-percent figure of the Mayo Clinic compared to the national average of 78 percent (Medicare, 2025a; Medicare, 2025b). The Medicare spending indices have a variation of 0.94 and 0.99 in fiscal stewardship compared to the national record of 0.99 (Medicare, 2025a; Medicare, 2025b). The overall quality enhancement plans are essential in the development of patient care excellence and operational efficacy in large healthcare facilities.

Recommended Technology Implementation

To address the determined performance gaps, MUSC ought to consider using interactive patient education tablets that have automated bedside medication dispensing systems. Existing evidence indicates that the healthcare facilities that implemented the integrated technologies witnessed a tremendous decrease in medication errors and patient understanding (Pal et al., 2021). They should incorporate the personalized multimedia content, multilingual system, and the capability to record in real-time to reflect the current score of the organization on medication communication of 74, falls rate of 0.774 per 1000 patient days, and discharge communication score of 82 points (Leapfrog, n.d.). The quality improvement processes may be simplified by using the automated feedback collection systems in the form of touchscreen interfaces, which will likely raise the total patient satisfaction scores (Ong et al., 2020). The general technology strategy completely aligns with the existing electronic health record infrastructure, and it is used to fill the specific patient education, access, and safety gaps in the healthcare continuum.

The medication management processes are subsequently transformed upon the technological integration to an interactive digital workflow that supports the active role of the patients in the process of treatment encounter, instead of the traditional verbal communication channels. The order is placed by physicians through integrated computerized systems and registered and simultaneously with the activation of automated dispensing machines to fill drugs and deliver personal education information at the bedside of the patient (Jungreithmayr et al., 2021). The web environment offers tailor-made video tutorials, digital simulators, and understanding assessments in the languages of preference of the patients (Medel et al., 2024).

The level of patient engagement before medication administration is monitored by the clinical staff, and the system displays notifications about the completion of educational modules and knowledge evaluation outcomes. The safety precautions involve an entire education course and confirmation of knowledge of the mode of administration and potential side effects by the patients (Ricciardi and Cascini, 2020). The approach eliminates the variance of communication, uniformity of the channel of imparting patient education, and also establishes indicators of unrelenting quality enhancement tracking. The simplified workflow is shown in Appendix B.

Conclusion

Introducing evidence-based technology is one of the fundamental plans that healthcare institutions can adopt in a bid to achieve sustainability in clinical excellence and operational effectiveness. The assessment demonstrates that automated medication dispensing devices and digital environments of patient education can play a huge role in enhancing safety actions and medication dispensing communication. By means of the systematic application of the full-scale quality measures of Leapfrog and Medicare comparison databases, the healthcare facilities will manage to identify the performance gaps in a systematic manner and implement the respective technological interventions accordingly.

The approach enables the medical centers to correct some of the flaws in the operations, although with measurably better quality. Lastly, the changes in the quality of care delivery and patient satisfaction rates become sustainable due to the technology recommendations, which are created on the basis of the information.

Next assessment sample for this class: NURS FPX 8022 Assessment 3