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I’m working on a global health discussion question and need guidance to help me

May 29, 2021
Christopher R. Teeple

I’m working on a global health discussion question and need guidance to help me learn.describe how two of these outcomes can be useful within the scope of epidemiology.
HS312-1: Demonstrate foundational inferential statistics methodology. HS312-2: Selects the appropriate statistical ttest for a given scenario.

HS312-3: Compute inferential statistics using a provided sample data set. HS312-4: Analyze a mined data set using a computerized statistical package to uncover insight to a healthcare problem. HS312-5: Propose recommendations based on clinical data. HS312-6: Explain the relationship between health data analytics and business decisions to improve a specific healthcare initiative.Part 2: After reviewing the reading for this unit, which application of epidemiology seems most interesting to you and why?Please post a response of at least 150 words to the topic.

Your
required follow-up replies should have at least 75 words each. Please
format any references in APA style and include a citation for
information that you paraphrase or quote.
Courtney Pitre posted May 27, 2021 8:24 AMThe
top two lessons that stood out to me were HS312-2: Selects the
appropriate statistical test for a given scenario and HS312-5: Propose
recommendations based on clinical data.

With the first lesson I learned
how important it was to pick the correct test so that I could get the
correct results. In general, the purpose of a statistical tests is to
determine whether some hypothesis is extremely unlikely given observed
data. Significance testing aims to quantify evidence against a
particular hypothesis being true.

I think of it as testing to guide
research, studies and treatment plans. An inaccurate statistical test
method not only creates some serious problem during the interpretation
of the findings but also affects the conclusion of the study. My second
lesson about proposing recommendations helps to further develop a
clinical study it provides recommendations is one step in fostering
evidence-based practice. One of the suggested benefits of practice
guidelines is to improve outcomes by providing a better quality of care.
The recommendations could help further the research and give a better
analytical data reasoning or study.Epidemiological
methods are used for disease surveillance to identify which hazards are
the most important.

Epidemiological studies are also used to identify
risk factors which may represent critical control points in the food
production system. The most interesting application for me would be the
analytical studies. Analytic epidemiological studies measure the
association between a particular exposure and a disease, using
information collected from individuals, rather than from the aggregate
population.

Kirsten Dutton posted May 27, 2021 7:27 AundefinedPart 1HS312-1: Demonstrate foundational inferential statistics methodology.Successes: Understanding inferential statistics and where to look for specific numbers and data details. Challenges: Ensuring the data and your conclusions algin.HS312-2: Selects the appropriate statistical test for a given scenario.Successes: I would spend time ensuring I chose the appropriate statistical test and gathered the correct information. Challenges: Data set adjustments for correct output with the statistical test. HS312-3: Compute inferential statistics using a provided sample data set.Successes: Utilizing Excel and PSPP and navigating the apps.

Challenges:
Adjustment of each data set to get the correct output of information,
cutting out the unneeded information in the data set. HS312-4: Analyze a mined data set using a computerized statistical package to uncover insight to a healthcare problem.Successes: I got to really understand statistical significance and how it relates to the null and alternate hypothesis. Challenges: Sometimes the mined data output information challenged my thinking. HS312-5: Propose recommendations based on clinical data.Successes: I love this part of the assignments; this is what I love
about healthcare. I love making recommendations and looking into what we
can do to address issues. Challenges: Looking at what the best timeline is for recommendations. HS312-6:
Explain the relationship between health data analytics and business
decisions to improve a specific healthcare initiative.Successes:
Ensuring you look at data to drive successful business decisions is
important. Look at the data to see if your efforts are worth the payout
as a business professional. Health data analytics can drive business
decisions by initiating objectives before issues get worse, looking at
primary and secondary prevention strategies. Challenges: Sometimes all of the data is not present, or we must look at data from multiple sources.

Part 2 of the discussion:Share what part of epidemiology is most interesting to you and why. My favorite part of epidemiology is the research aspect and the analysis of the data relating to the health issue.
Requirements: 150 and 75 for replies

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