MIS770 – Foundation Skills in Data Analysis Us Health - Medical Science Assignment Help

Assignment Task

Description  

The purpose of this assignment is to investigate a dataset using the knowledge learned in Modules 1 and 2.  This will enable conclusions to be drawn that ultimately assist in decision making.  

The assignment requires you to analyse a given dataset, interpret the results, and then draw conclusions such  that you are able to reply to specific questions being asked of you in the form of a business report. (These  questions are asked in the following email).  

The aims of the assignment are to:  

• provide you with some examples of the application of data analysis  

• test your understanding of the material presented in the relevant topics  

• test your ability to analyse data and interpret your results  

• test your ability to effectively communicate your results to others 

Q1. An Overall View of both “Charges” and “Smoking”  

Can you provide me with overall summaries of 

a) Individual medical cost billed by health insurance 

b) Smoking status    

Q2. Relationships  

a) Is there a relationship between the age of the primary beneficiary, their body mass index (BMI),  number of children and medical cost?  

b) We would also like to know is there a gender bias in the smoking behaviour of the beneficiary.  c) Can you further analyse to see whether the beneficiary's residential area/region in the US affect how  health insurance provider bill their medical costs? 

I realise that the US Health Insurance data contain a random sample of 1338 insured personnel, and that this  information can be used to draw inferences about the specific attributes of the whole insured population and  charges billed by health insurance providers. With that in mind, Please provide me with answers to the  following questions: 

Q3. The UnitedHealth Group would like estimates of the following. 

a) Average medical cost for an older beneficiary (older adulthood: 56 years and older) b) Proportion of smokers who are obese (BMI of at least 30) 

Q4. The UnitedHealth Group would like a comparison between this year’s medical cost and the industry  average.  

a) The industry average medical cost for a single adult (i.e. without children) is at least $10,000. Is there  any evidence to support this assertion? 

b) Based on the industry average, less than 50% of beneficiaries are female. Can this claim also be  substantiated?

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