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3/26 snapshot: comparing cases per 10k, recovery rate and death rate to “access to healthcare” as measured by doctors per 10,000 data collected by WHO in 2016
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Hypothesis that recovery and death rates would be linked with healthcare access was disproven
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NEW HYPOTHESIS: healthcare access does impact the death and recovery rates over time
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More docs means death rate will fall
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More docs means recovery rate will rise
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Data analysis:
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JHU cases for month of April 2020 - every 3 days
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WHO doctors per 10,000
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Average population age
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Average population density
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Country selection: removed all countries where the death rates were 0% or there were less than 100 cases as of 3/26 and chose 12 countries - lowest, midpoint, highest
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Doctors per 10,000
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Death rate
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Recovery rate
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Cases per 10,000
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Sources
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JHU Cases
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https://github.com/CSSEGISandData/COVID-19/blob/master/csse_covid_19_data/csse_covid_19_daily_reports/
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WHO - number of doctors per 10,000 as of 2016
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https://apps.who.int/gho/data/view.main.HWFMEDv
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World Bank - % of population ages 65 and older
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https://data.worldbank.org/indicator/SP.POP.65UP.TO.ZS
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sort
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docs
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pop over 65
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high medium low
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plot death rates together
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