Race Coronary Heart Disease Statistical Analysis Research Research Paper

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Week Assignment: The Final Project Methods


Yvette Goudiaby


Walden University


PUBH-6033: Interpretation and Application of Public Health Data


Dr. Irobi


12 January, 2024.
RQ: Is there an association between race and coronary heart disease?

Dependent Variable: Coronary Heart Disease


Independent Variable(s): Race


Null Hypothesis: There is no association between race and ethnicity and coronary heart disease.
Alternate Hypothesis: There is an association between race and ethnicity and coronary heart disease.
Statistical Test: To be determined.
______________________________________________________________________________

Methods


The study seeks to determine whether there is a significant association between one’s race and their risk of getting coronary heart disease. The target population is adults (aged 18 and over) living in the United States. The study participants are adults admitted to US community hospitals, including general, short-term, non-federal, and other specialty hospitals, for diverse health-related complications between 2019 and 2020. The researcher will conduct a retrospective analysis of secondary data obtained from the National Inpatient Sample (NIS) for years 2019 to 2020. The NIS is the largest inpatient care database in the US, which incorporates all payers and draws from state inpatient databases to cover over 7 million…

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…The dependent variable, total blood cholesterol, is measured as a ratio variable, where values 240 represent high levels.

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The independent variable, race, is represented by six categories as follows: 1 (white), 2 (Black), 3 (Hispanic), 4(Asian or Pacific Islander), 5(Native American), and 6 (Other). Invalid responses will be eliminated from the study. Simple linear regression will be used to test the strength of the association, or how well race predicts the risk of coronary heart disease. Linear regression is appropriate when the dependent variable is continuous in nature, while the independent variable is either continuous or….....

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