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MHA 705- Exam 5 With Verified Questions and Answers
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MHA 705- Exam 5 With Verified Questions and Answers (T/F) The term "knowledge discovery" is key, as data mining looks at data from different vantage points, aspects, and perspectives and brings new insights to the data set. - answerTrue (T/F) As defined by Gene Glass, the term meta-analysis is...

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  • August 17, 2024
  • 5
  • 2024/2025
  • Exam (elaborations)
  • Questions & answers

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©EXAM STUDY MATERIAL 8/9/2024 11:50 AM



MHA 705- Exam 5 With Verified Questions
and Answers


(T/F) The term "knowledge discovery" is key, as data mining looks at data from different
vantage points, aspects, and perspectives and brings new insights to the data set. -
answer✔✔True
(T/F) As defined by Gene Glass, the term meta-analysis is "the statistical analysis of a large
collection of results from individual studies for the purpose of integrating findings." -
answer✔✔True
According to AHIMA's model, which of the following is not a characteristic of Data Quality -
answer✔✔Cleanness
Which data mining model uses the organization's same business model, but makes improvements
by simply thinking differently? - answer✔✔Six sigma

Which of the following are phases of data mining? - answer✔✔All answers are correct choices
a. Discovery of patterns
b. Exploration of data
c. Applying knowledge
d. Identification of problems

A literature review... - answer✔✔Is a systematic and critical investigation of the important
information about a topic

Which data mining concept identifies a variable by exposing more data? - answer✔✔Drill down
When working with data, ___________ is key, as data mining looks at the data from different
vantage points, aspects, and perspectives and brings new insights to the data set. -
answer✔✔Knowledge discovery

(T/F) Health care does not generate big data - answer✔✔False

, ©EXAM STUDY MATERIAL 8/9/2024 11:50 AM


Much of our ___________ is unstructured and resides in text files representing more than 75%
of an organization's data. Because this data is not contained in databases, it can be easily
overlooked, even though what it contains can provide meaningful insights. - answer✔✔Big Data
What is possible because data mining looks at the data from different vantage points, aspects,
and perspectives, and brings new insights to the data set? - answer✔✔Knowledge discovery

Which of the following apply to big data? - answer✔✔Resides as unstructured and semi-
structured forms
We must not only be able to extract meaningful information and knowledge, but also to ______
and ________ what we are learning and the new knowledge we are generating. -
answer✔✔Share, disseminate
(T/F) Within selection of research methods, Interrater reliability means that different persons
taking the test will have reasonably similar findings - answer✔✔True
(T/F) Big data is the process of using software to sort through data to discover patterns and
ascertain or establish relationships - answer✔✔False
The healthcare organization engaged in data mining has violated HIPPA laws when -
answer✔✔Patient data has not been de-identified
When we extract meaningful information and knowledge from our databases, what do we also
want to be able to do with what we are learning, the new knowledge we are generating? -
answer✔✔Share and disseminate
There are three types of validity, which involves the integrity of the research plan. Internal
validity ____________ - answer✔✔Is an attribute of a study's design that contributes to the
accuracy of its findings

In the correct order, what are the four steps in the process of a literature review? - answer✔✔1.
Determine the literature to review.
2. Identify, categorize, organize, and obtain the literature.
3. Analyze the research questions, methods, and results presented in the literature.
4. Synthesize the information in the literature.

What state does most data reside within text files? - answer✔✔Unstructured data
(T/F) Even though KDD can be complex, this process tends to yield a potent knowledge
representation. As analytics evolve, KDD will almost certainly become easier to use, more
efficient, and more effective in facilitating data mining in health care. - answer✔✔True

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