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Posted: February 24th, 2023
What are the indicators for using an ANOVA/? Create a research scenario
What are the indicators for using an ANOVA/? Create a research scenario in which it would be correct to use an ANOVA, including the research question, sample size, and dependent and independent variables.
“How can one determine when to use ANOVA as a statistical tool? Provide a research scenario that illustrates the appropriate use of ANOVA, including the research question, dependent and independent variables, and sample size.”
Research scenario:
Research question: Does a new drug have a significant effect on reducing blood pressure in individuals with hypertension?
Dependent variable: Blood pressure measurement (systolic and diastolic)
Independent variable: Type of drug (placebo, low dose, high dose)
Sample size: 150 participants with hypertension, divided into three groups of 50 each.
In this scenario, ANOVA would be an appropriate statistical tool to use. By comparing the means of the blood pressure measurements of the three groups, the researcher can determine whether there is a significant difference between the placebo, low dose, and high dose groups. The use of ANOVA allows the researcher to determine whether any observed differences are statistically significant, or simply due to chance. This would be useful in making decisions about the effectiveness of the new drug in treating hypertension.
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