Tag: Data analytics

Data Analytics

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Prior to beginning work on this discussion forum, review the Domain 3: Data Analytics review questions in your Registered Health Information Administrator (RHIA) Exam Preparation textbook, and review Chapters 15 through 19 from your Health Information Management: Concepts, Principles, and Practice Every week you are reviewing different RHIA domains. During the weekly discussion, you will be expected to review the RHIA practice questions for the respective domain being covered. The weekly discussions will provide an opportunity for you to ask questions about the practice questions, concepts, definitions, or review of the weekly domain.
Domain 3: Data Analytics and Informatics makes up 24% of the RHIA exam. The following knowledge is covered in this week’s domain review:
• Develop productivity reports.
• Prepare to support end user in EHR applications.
• Apply knowledge necessary to create visual representation of data for decision-making.
• Provide summary reports based on trends.
• Apply the knowledge necessary to optimize health information technology to improve workflow.
• Support health information exchange solutions.
• Examine clinical, administrative, and specialty service applications.
• Validate healthcare statistics for organizational stakeholders.

How can health information technology be optimized to improve workflow in healthcare settings?

 

Data Analytics

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4. The final grades of 80 mathematics students are recorded in the following table:

68 73 61 66 96 79 65 86 84 79 65 78 78 62 80 67 75 88 75 82 89 67 73 73 82 73 87 75 61 97 57 81 68 60 74 94 75 78 88 72 90 93 62 77 95 85 78 63 62 71 95 69 60 76 62 76 88 59 78 74 79 65 76 75 76 85 63 68 83 71 53 85 93 75 72 60 71 75 74 77

a) Create a Histogram and describe it.
b) Find the lowest grade.
c) Find the highest grade.
d) Find the sample mean or average.
e) Find the median.
f) Calculate the standard deviation.
g) Show the Five Number Summary
h) Create the appropriate graph to show the 5 number summary.

Data analytics

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Define data analytics and describe healthcare analytics.
Describe the six major components of strategic planning.
Explain the purpose of the projected income statement, balance sheet, and cash flow statement in the business plan
Identify the essential elements of a National Quality Strategy and describe how they are interrelated.
Put on your physician’s hat. How would you determine which of the two incentive payment programs to participate in and why? (MIPS or APM)
Identify five purposes of the IMPACT Act.
Identify four types of facilities affected by the IMPACT Act.
Describe the difference between ICD-9 and ICD-10 and Explain the six benefits of ICD-10.

Data analytics

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Define data analytics and describe healthcare analytics.
Describe the six major components of strategic planning.
Explain the purpose of the projected income statement, balance sheet, and cash flow statement in the business plan
Identify the essential elements of a National Quality Strategy and describe how they are interrelated.
Put on your physician’s hat. How would you determine which of the two incentive payment programs to participate in and why? (MIPS or APM)
Identify five purposes of the IMPACT Act.
Identify four types of facilities affected by the IMPACT Act.
Describe the difference between ICD-9 and ICD-10 and Explain the six benefits of ICD-10.

Data Analytics

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Prompt: Scenario: You are working as a data scientist contracted to create visualizations for your state’s
government. The state government has asked you to develop three specific data visualization solutions. Please
note that you select any state available in the source data. The state budget office has asked for a PowerPoint
presentation to be given regarding storm activity with the goal of establishing a monetary reserve and
allocating stand-by emergency resources in areas where they are needed most within the state.
You will use the recommended visualization tools to create visualization styles appropriate for the different
audiences. Recommended tools include Tableau, Excel, and Power BI You will discuss and design visuals,
considering the recommended method of delivery for each audience.
To complete this assignment, your submission must address the following critical elements:
II. Data Visualization Strategy
A. For each audience, discuss the recommended platform/medium for delivery (e.g., PowerPoint, dashboard
tool, publication), with careful consideration of each audience. Discuss the details of how you plan to use each
platform in implementation.

Data Analytics

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Scenario: You are working as a data scientist contracted to create visualizations for your state’s government.
The state government has asked you to develop three specific data visualization solutions.
I. Background and Audience Analysis
A. Provide the background information regarding the given situation and data set(s), and determine the overall
message/information you will need to convey.
What is the research question/problem to be addressed based on each of the state’s requests?
Is the available data sufficient to deliver the intended message?
Are there any issues with uncertainty in the dataset that might influence the analysis?
B. Compare and contrast the needs and sophistication of the target audiences (state budgetary office
leadership, emergency management personnel and members of the public).
B. i. How will the overall message change for each audience?
ii. How familiar will each audience be with the issue at hand and with any specific terminology?
iii. How will things such as educational levels, age levels, primary language, cultural diversity, and so forth vary
among your target audiences?
C. C. Provide a brief explanation of why the recommended presentation methods are most appropriate for
each audience. Be sure to include communication objectives and considerations of the target audience.