Practice in the improvement of clinical decision support


Assignment task:

Develop a 12- to 14-slide (total for all topics, plus reference slide/s) PowerPoint presentation in which you present research and data to support a clinical decision support (CDS) recommendation for quality improvement in your workplace.

First, select a topic from one of the following and review the literature about its use in clinical decision support. Select one article based specifically on the chosen topic.

  • Big data
  • Machine learning
  • Deep learning
  • Cognitive science
  • Artificial intelligence

Next, research four additional articles focused on evidence-based practice in the improvement of clinical decision support.

Based on your research, address the following in your presentation:

  • Explain how theoretical models and the concepts of data, information, knowledge, and wisdom relate to evidence-based practice in clinical decision support. Be specific and provide examples.
  • Explain how the topic you selected (big data, machine learning, deep learning, cognitive science, or artificial intelligence) informs evidence-based practice in clinical decision support.
  • Explain how the topic you selected informs improved outcomes in nursing. Be specific and provide examples.
  • Synthesize your findings from your articles, focusing on applicable models and/or theories relevant to CDS, quality improvement iyour workplace, and on applicable evidence-based practice in nursing.
  • Recommend clinical decision support or information to consider in clinical decision making. Be specific.
  • Justify your recommendation. Be specific and provide examples.
  • Recommend how you would address possible limitations or challenges, including:
  • Explain how you would avoid alert fatigue.
  • Explain under what conditions you would allow an override to an alert.
  • Explain how you would monitor compliance.
  • Identify factors that might contribute to continuous overrides.
  • Justify conditions under which an override may be necessary.

Provide your references in APA style at the end of your presentation-the reference slide or slides do not count toward your assignment total.

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