The minimum, maximum, mean, mode, standard deviation and variance

 

 

 

The purpose of this project is to familiarize you with basic concepts of statistics and data
analysis. The exercise will help you develop an understanding of data analysis through
data visualization and data summaries (descriptive statistics).
You will conduct a basic analysis on a provided dataset to identify and understand
distributions of variables and their effect on death events. The dataset that you will
analyze includes a collection of variables that potentially affect/lead to death of the
patient. Using Microsoft Excel, you will analyze and visualize the data and include your
results in a report, providing appropriate explanation where applicable.
Follow the steps below to conduct your analysis and compose your report. Be sure to
include charts you produce in Excel in your report.
Directions
1. Identify variables according to their data types (Numerical or categorical)? (4
points)
2. Calculate the minimum, maximum, mean, mode, standard deviation and variance
for all numerical variables. (4 points)
a. Plot the frequency histogram to show the distribution of variables. (4
points)
b. Describe what conclusions you can make from the histograms and
statistics. (4 points)
3. Identify all categories of all categorical variables.(4 points)
a. Plot (use bar graph) distribution of categories (the count of each category)
for all categorical variables. Comment on comparisons. (4 points)
b. Identify the leading cause of death. (Hint: Plot and compare the number of
deaths caused by diabetes, high blood pressure, smoking habit). (4
points)
MTH 315 – Project 1 Instructions
4. Does age/ sex have any influence in cause of death for this dataset? Explain. (4
points)
5. Compare the distributions of each numerical variable in the events of death. Use
appropriate graphs. (Hint: For example, compare distribution of number of
platelets when the patient either died or stayed alive). (4 points)

 

Sample Solution

right with open arms, suggesting confidence and self-control, (Underman Boggs 2011). This is mirrored by the patient, promoting a comfortable atmosphere and allowing the patient to disclose information about their health. Healthcare professionals should consider nonverbal cues expressed by their patients as a way of identifying emotions. For example a ‘slumped, head down posture might indicate low self-esteem’ states Underman Boggs, (2011, p.104). Equally, distances between communicators act as nonverbal messages but what is deemed socially acceptable varies between cultures. In the video the distance is continuously maintained at an equal level which erases perceptions of a power relationship, (Kraszewski and McEwen, 2010). However, in practice the proxemics between the nurse and patient are often broken, such as when giving physical care. In turn, patients of all cultures could misinterpret the actions of care, (Underman Boggs, 2011). Similarly, this relates back to gestures in that different hand movements and signs could be received in offence by other cultures, (Royal Collage of Nursing (RCN) 2004). Therefore, healthcare professionals should have an understanding of cultural diversity and value the differences, otherwise known as ‘respectful curiosity’, (Giger et al., 2007). Furthermore, the use of direct eye contact throughout the ‘Persuasion’ video creates a feeling of credibility and confidence in the speaker which is reinforced by Underman Boggs (2011, p.104) who states that ‘maintaining eye contact communicates honesty’. This therefore enables the patient to trust the speaker in the advice given on lowering sugar intake and strengthens the positive therapeutic relationship that has been identified. However, personal use of this communication in practice can be misjudged and for some cultures prolonged eye contact communicates aggression, (Sellman and Snelling, 2010). Similarly, barriers occur when communicating with patients who have sensory learning disabilities and those on the autistic spectrum who are inclined to avoid eye contact. Research carried out by Phoebe Caldwell (2010) has suggested that the observation and replication of body language, including vocal behaviour, can be used to initiate meaningful conversations, otherwise known as ‘Intensive Interaction’. As the interactions develop they supp

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