Never have we had vast amounts of data at our fingertips like we do today.
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.
RESOURCES
Be sure to review the Learning Resources before completing this activity.Click the weekly resources link to access the resources.
TO PREPARE
- Sipes, C. (2020). Project management for the advanced practice nurse (2nd ed.). Springer Publishing.
- Chapter 4, “Planning: Project Management—Phase 2” (pp. 75–120)
- Chapter 2, “Foundational Project Management Theories that Support Decision-Making” (pp. 22–25)
- American Nurses Association. (2015). Nursing informaticsLinks to an external site.: Scope and standards of practice (2nd ed.).
- “Standard 1: Assessment” (pp. 68–69)
- “Standard 2: Diagnosis, Problems and Issues Identification” (p. 70)
- “Standard 3: Outcomes Identification” (p. 71)
- “Standard 4: Planning” (p. 72)
- Thompson, T. (2019). 6 steps to mastering the theoretical framework of a dissertationLinks to an external site.. ServiceScape. https://www.servicescape.com/blog/6-steps-to-mastering-the-theoretical-framework-of-a-dissertation
- Wensing, M., & Grol, R. (2019). Knowledge translation in health: How implementation science could contribute moreLinks to an external site.. BMC Medicine, 17(88). https://doi.org/10.1186/s12916-019-1322-9
- Analytics Guy. (2020, August 25). Developing understanding using the DIKW pyramidLinks to an external site.[Video]. YouTube. https://www.youtube.com/watch?v=u9DoQ9gY4z4
- Jonna B. (2019, April 21). Explaining Kurt Lewin\’s change theoryLinks to an external site.[Video]. YouTube. https://www.youtube.com/watch?v=WtaYloI-WAQ
- IRL – Research and Science Course. (2019, August 30). What is implementation scienceLinks to an external site.? [Video]. YouTube. https://www.youtube.com/watch?v=Cvk-cpDptOc
- Massachusetts DESE. (2020, February 25). Introduction to implementation scienceLinks to an external site.[Video]. YouTube. https://www.youtube.com/watch?v=eJoNkAavMEY
- Project Manager. (2018, July 2). Risk Analysis How to Analyze Risks on Your Project – Project Management TrainingLinks to an external site.. [Video]. YouTube.https://www.youtube.com/watch?v=r5ZrPeQW8HQ
- Sustainability Science Education. (2019, August 23). What is systems thinkingLinks to an external site.? [Video]. YouTube. https://www.youtube.com/watch?v=FW6MXqzeg7M
- Systems Innovation. (2018, October 27). Systems analysisLinks to an external site.[Video]. YouTube. https://www.youtube.com/watch?v=M14kFg88Vk0
- The Seas. (2015, November 23). Chapter 13 systems analysis and designLinks to an external site.[Video]. YouTube. https://www.youtube.com/watch?v=t7YMEnnxjJ8
- Vaishya, R., Haleem, A., Vaish, A., & Javaid, M. (2020). Emerging technologies to combat the COVID-19 pandemic. Journal of Clinical and Experimental Hepatology, 10(4), 409–411.https://doi.org/10.1016/j.jceh.2020.04.019
- Zipfel, N., van der Nat, P. B., Rensing, B. J. W. M., Daeter, E. J., Westert, G. P., & Groenewoud, A. S. (2019). The implementation of change model adds value to value-based healthcare: A qualitative studyLinks to an external site.. BMC Health Services Research, 19(1), 643. https://go.openathens.net/redirector/waldenu.edu?url=https://doi.org/10.1186/s12913-019-4498-y
- 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.
DISCUSSION
- Cite specific examples of research that was completed with potential for great social impact. What are some potential barriers for implementing the research analyzed?
- What potential gaps exist between evidence-based approaches and the research process?
- Describe the importance and application of Implementation Science, Change Theory and Systems Thinking for healthcare organizations and nursing practice. Be specific.
- Explain how theories and models provide a framework to guide projects, including your DNP Project or dissertation.
- Briefly describe two additional theories or models and explain how these might be applied in research. Be specific and provide examples.
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