Highlights
Task:
Plagiarism and collusion constitute serious academic misconduct. They are forms of cheating and carry severe penalties including cancellation of marks for an assignment, cancellation of marks for a unit, or even exclusion from the course.
Be conscious that the data you will be analysing is (anonymised) data from real high school students. Please be respectful.
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Epidemiology seeks to identify patterns of health and risk/protective factors for health in populations. Biostatistics provides the basis to analyse and interpret quantitative data to achieve these goals, and, in particular, to quantify the uncertainty that arises from inferring results from samples to populations.
The purpose of this assignment is to apply biostatistical methods and principles to a dataset to demonstrate you can:
The data for this assignment is a modified dataset from the Youth Risk Behavior Surveillance System (YRBS) from the Centers for Disease Control and Prevention in the United States. This is an epidemiological surveillance system designed to monitor the prevalence of youth behaviours that most influence health. The YRBS is a repeat cross-sectional survey that uses a representative sample of high school students (public, private, and Catholic schools) from years 9 to 12. The dataset provided contains all of the information needed to complete the analysis for the assignment. You are not required to find additional references. The assignment is based on all content in this unit, but the focus is on the last half of the unit. You should use the topic guides, lecture recordings, computer practical materials, prescribed readings, and any additional resources provided to assist with your assignment. The data files are provided below.
Obesity and Weight Management among High School Students (70 marks total)
You are working as a Health Promotion Officer for a State government and have been approached by the State school board who want to understand the issue of obesity and weight management in High School students. They ask you to undertake some exploratory analysis to provide the basis for further research and program development. You have access to a large dataset based on a recent survey of students with questions related to the issue of obesity and weight management.
Using the dataset provided, answer the following questions using SPSS (10 marks per question):
[Please answer the following four questions using data from the 2017 cohort only ]
Please note: For this assignment, you are only required to answer these 7 questions (i.e. no introductory section or closing discussion required). Also, please be aware that this dataset has been modified for this assignment, so your findings may not reflect the results of data analysis using the actual dataset.
For each question, the following is required:
a) What test/analysis did you select? Why was it appropriate? (2 marks)
b) Which variables did you select? Where relevant, which is the study factor, and which is the outcome factor? (1 mark)
c) Describe any data manipulation. Did you recode any variables? Did you select cases? Did you need to create new variables? Explain what you did and why. (2 marks)
d) Provide the results of the analysis. (2 marks)
e) Interpret the results. (3 marks)
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