Analyze data from a data set and create histogram and scatter plot R studio, R programming
Medical Care in the United States
ITS530 Analyzing and Visualizing Data Residency Fall 2018
ITS530 Residency Oct 12-14
Srinivas Reddy Katta
Deepak Kakumanu
Naresh Kumar Katmandi
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Introduction
Majority of the intended audience are Insurance providers and state governments.
Primary focus is Health conditions Education level and Ethnicity.
United States, of all other developed countries in the world spends the most on healthcare. This itself shows how important this country considers Health care to be.
Recent years have witnessed a sharp upsurge of interest in the economics of health. Healthcare demand is gradually rising
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Statistics
Majority of the Medical Care providers in the US are privately owned.
WHO: 58% are non-profit, 21% are government, 21% for-profit.
Overspends on medical Care almost 17.8% of its GDP(2016).
18.5% of immigrants are uninsured.
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Correlation of data variables
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Categorical comparison of health condition based on gender
Health conditions based on sex.
Females with poor health condition are higher in percent than males.
Might be considerable impact on health care purchase.
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Comparison of health conditions of male and female to doctor visits
Proper health.
Self consciousness.
Younger age & deductibles are low.
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Health conditions based on Ethnicity
Ethnicity has more impact on the insurance providers.
Non-white ethnic background are less healthy.
Education and awareness is the main reason.
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Doctor visits based on Education level
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Visits based on Education level and Ethnicity
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Insurance premiums based on Income
Part B costs for those with higher incomes. (n.d.). Retrieved October 14, 2018, from https://www.medicareinteractive.org/get-answers/medicare-health-coverage-options/original-medicare-costs/part-b-costs-for-those-with-higher-incomes
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Conclusion
Education has higher impact on medical care.
Ethnicity has higher impact on both education levels and medical care.
Though number of Non-white population is lower in US, the relative education levels, and health conditions of Non-white people are lesser than white people.
Gender in specific to women have higher percent of poor health conditions than men.
Concentrating on these key categories would really help medical care.
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Thank You
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