NURS 8210 Week 4 Discussion: Change Theories, Systems Thinking, Implementation Science

Never have we had vast amounts of data at our fingertips like we do today. However, before we can meaningfully access and use data for interpretation, it must be transformed. To derive meaning from the data collected, you need to understand that data collection is rapidly changing and constantly evolving. The methods with which data is collected, analyzed, and used to justify, support, or lend credibility to research aims, are all important considerations for the nurse researcher. As it relates to Big Data, the methods of how data is collected, analyzed, and used for implementation is also important. While the availability of data collection certainly has its advantages, many researchers point to the concerns over Big Data.

For this Discussion, reflect on your understanding of Big Data and the implications for implementation. Consider the impact of research as it relates to collection via Big Data and consider how this impact might lead to potential barriers in implementation and practice gaps. Reflect on your experience and consider how these key issues might impact nursing practice.

To Prepare

• Review the Learning Resources for this week, focusing specifically on the implementation science articles and web resources.
• Consider the issues related to research and Big Data.
• Review Lewin’s Change Theory, systems thinking, and implementation science resources provided in the media this week.
• Consider the importance of these theories and frameworks to your healthcare organization or nursing practice.
• Explore two additional theories or models related to change, systems, or implementation science to focus on for this discussion.

By Day 3 of Week 4

Analyze informatics frameworks and models that are applicable to healthcare organizations and nursing practice. What are the key principles and best practices that you can leverage from these frameworks to support your practice?

SOLUTION NURS 8210 Week 4 Discussion: Change Theories, Systems Thinking, Implementation Science

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Change Theories, Systems Thinking, Implementation Science

In today’s digital age, Big Data plays a transformative role in nursing practice, revolutionizing how patient care is delivered, clinical decisions are made, and research is conducted. Big Data refers to vast and complex datasets that traditional data processing systems cannot efficiently handle. In healthcare, these datasets include patient records, clinical trial data, information from wearable health devices, and even genomic data. The availability of such extensive data sets offers numerous opportunities for enhancing patient care by allowing for more personalized treatments based on comprehensive patient profiles….

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