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U.S. healthcare organizations are always seeking better ways to determine current outcomes, predict future outcomes, and implement best practices to ensure positive healthcare outcomes for their patients. The trend in the U.S. healthcare delivery system is to apply business intelligence, analytics, and data science to implementation processes. Prescriptive analytics is often implemented as a tool, which is built upon “first responder” tools like descriptive and predictive analytics. Researchers use tools such as artificial intelligence, algorithms, and cloud data architecture to aid in the computation processes. Prescriptive analysis seeks to provide decision makers in healthcare organizations with the ability to know how they should respond. This could be called decision optimization processes.
Many people face barriers to quality healthcare services. However, recent trends in business intelligence, analytics, and data science are showing great promise for improving access, reducing cost, and improving the quality of care.
In this week’s discussion, address the following prompts about how prescriptive analytics can aid healthcare organizations to make the best decisions for their patients. Your post should be a minimum of 500 words,

Define prescriptive analytics and explain how it can be applied in the healthcare industry to improve patient outcomes.
Discuss two model-based, decision-making processes and trends in modeling. Examples: model libraries, solution technique libraries, architecture-cloud-based tools, linear program model and multidimensional analysis modeling.
Explain why modeling may not be used in the healthcare industry as frequently as it should or could be.
Describe three benefits of using spreadsheets in prescriptive analytical modeling examples.

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What is sensitivity analysis and how can it help your organization?Links to an external site.
Exploring multiple goals balancing in complex problem solving based on log dataLinks to an external site.

In terms of input data, predictions and assumptions are a distinctive part of model building. According to Delen, Sharda, and Turban (2023), “Sensitivity analysis attempts to assess the impact of a change in the input data parameters on the proposed solution (i.e., via the result variable)” (p.347). Prescriptive analysis relies on sensitivity analysis as it provides flexibility and adaptability to changing conditions. The same holds true for what-if analysis. This system allows the user to input questions associated with “what will happy if.” Inversely, goal seeking is a type of backward analysis in that the use interjects the values needed to achieve a specific intended goal. Finally, decision tables aid the user in organizing data and knowledge into a systemic platform sheet that can be tracked and analyzed to make informed decisions.
In your paper,

Discuss two reasons for implementing sensitivity analysis in the healthcare industry.
Discuss two difficulties that may arise when analyzing multiple goals.
Explain why a healthcare administrator might perform what-if analysis.
Discuss why a healthcare administrator might use goal seeking analysis.
Analyze the difference between decision tables and decision trees.
Explain how decision trees can be used in decision-making processes in a healthcare organization.

Prescriptive Analytics Determining the Impact of Change paper,

must be four to five double-spaced pages in length (not including title and references pages and formatted according to APA StyleLinks to an external site. as outlined in the Writing Center’s APA Formatting for Microsoft WordLinks to an external site. resource.
must include a separate title page with the following in title case:

title of paper in bold font

Space should appear between the title and the rest of the information on the title page.

student’s name
name of institution (The University of Arizona Global Campus)
course name and number
instructor’s name
due date

must utilize academic voice. Review the Academic VoiceLinks to an external site. resource for additional guidance.
must include an introduction and conclusion paragraph.

Your introduction paragraph needs to end with a clear thesis statement that indicates the purpose of your paper.
For assistance on writing Introductions & ConclusionsLinks to an external site. and Writing a Thesis StatementLinks to an external site., refer to the Writing Center resources.

must use at least three scholarly, peer-reviewed, credible sources in addition to the course text.

The Scholarly, Peer-Reviewed, and Other Credible SourcesLinks to an external site. table offers additional guidance on appropriate source types. If you have questions about whether a specific source is appropriate for this assignment, please contact your instructor. Your instructor has the final say about the appropriateness of a specific source.
To assist you in completing the research required for this assignment, review Quick and Easy Library ResearchLinks to an external site. tutorial, which introduces the University of Arizona Global Campus Library and the research process, and provides some library search tips.

must document any information used from sources in APA Style as outlined in the Writing Center’s APA: Citing Within Your PaperLinks to an external site. guide.
must include a separate references page that is formatted according to APA Style as outlined in the Writing Center.

Review the APA: Formatting Your References ListLinks to an external site. resource in the Writing Center for specifications.

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Conduct comprehensive research to identify both challenges and advantages associated with virtual meetings.
Explore factors such as barriers to effective communication, technological issues, levels of engagement, and differences in time zones.
Explore communication practices to ensure meetings are inclusive and promote equity and diversity.
Research or use virtual meetings you have attended in the past from various contexts (e.g., team meetings, client presentations, webinars).

These can be hosted by Strayer University or any other source/location.

Evaluate each meeting’s strengths and weaknesses concerning communication effectiveness, level of participation, and overall impact.

Using the research and analysis you have conducted; you will write a 4-6 page report.

Develop a concise introduction highlighting the importance of virtual meetings within contemporary business communication practices.
Summarize critical findings regarding challenges faced during virtual meetings and their corresponding benefits based on the research you have conducted.

Include advice on managing distractions effectively while maintaining high levels of engagement using digital tools.

Present detailed observations derived from analyzing the three observed virtual meetings, including assessing their strengths and weaknesses pertaining to effective communication channels utilized throughout these sessions.
Develop strategies that encompass best practices that enhance active participation and effective communication during virtual meetings.

Elaborate upon developed strategies to optimize active participation within virtual meeting settings supported by relevant research material.

Summarize how incorporating visually appealing layouts could be applied within real-world scenarios using examples.
Incorporate visually appealing layouts and relevant visuals in this report such as charts, graphs, or screenshots that effectively support the presented communication practices.

Visual aids: This includes drawings, diagrams, charts, graphs, photographs, videos, animations, etc.
Visual aids should be relevant to the topic and designed to support the main points being communicated.

Develop key insights obtained throughout the assignment, emphasizing the significance of effective virtual communication in today’s business landscape.

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· How can analyzing financial statements help identify potential financial risks within a company? and

· What specific metrics would you prioritize to assess these risks effectively?

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Prepare 10–12 PowerPoint slides to present a supply chain management plan, including your analysis and recommendations for a supply chain design and logistics, for a provided scenario or a business of your choice.

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Option 1: Organizational Rhetoric

Option 2: Social Media Influencers for Public Relations

Option 3: Storytelling and public relations

Option 4 Crisis Communication: Is it effective and ethical?

Option 5 CSR: Is it merely image bolstering?

Option 6: Relationships and Dialogic PR

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Review of source(s)
Opinion and commentary
Citations

Make sure your presentation follows the general, well-known guidelines on effective PowerPoint presentations.

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