Rewrite the question in a way that would require a one-way ANOVA for analysis. You can eliminate some of the IVs or create groups if desired. Please write your research question here.
A researcher is interested in the relationship between leisure time, physical activity, diet,
extracurricular activities, and hours of sleep with cardiovascular fitness in children ages 6 through 12.
The researcher wants to estimate cardiovascular fitness using leisure time, physical activity, diet,
extracurricular activities, and hours of sleep.
When estimating cardiovascular fitness using the independent variables, each independent variable could
negatively affect the dependent variable. How much change would it take in each independent variable to
affect the dependent variable? How are they related? An increase or decrease in any independent
variables will impact the dependent variable.
Dependent Variable:
What is the Dependent Variable? The dependent variable in this study is Cardiovascular Fitness.
What Type of Variable is Cardiovascular fitness in this question? Cardiovascular fitness is
considered a ratio variable because it uses the 6-minute walk test and the other independent variables to
determine overall cardiovascular health. The 6-minute walk test is a test that measures the distance
walked over a span of 6 minutes. Therefore, it could be a certain distance over 6 minutes, an example of a
ratio variable. The ratio variable is like an interval variable but does not consider a value of zero. It is
commonly used when measuring height, weight, and duration. Nominal is just categorizing the variables,
i.e., male or female. Interval is a numerical scale, and order and the exact difference between the values
are known.
What are the reasons for your choice? This choice is because the dependent variable will not change
whether the independent variable goes up or down. Yet if the independent variables change positively or
negatively, it can impact overall cardiovascular fitness. Each independent variable is closely related to the
dependent variable.
Independent Variables:
In this study, the independent variables are Diet, Extracurricular activities Leisure Physical Activities, and
Sleep.
What was the reason for this Choice?
The reason for my choice of independent variables is that the independent variables all have an impact on
cardiovascular fitness and can be a tool for measuring overall cardiovascular fitness health.
Is the research question assessing a difference between groups or a relationship between variables?
The research question assesses a difference in the Relationship between the independent and dependent
variables.
Why did you choose this answer?
My answer is that the relationship between the variables can be impacted differently by each other. A
moderate amount of each independent variable is good for cardiovascular fitness. In contrast, an increase
or decrease in the balanced values of these independent variables will affect cardiovascular fitness by a
negative amount.
What test could be used to show the significance of each value?
The test that shows the results of this study is the ONE Way ANOVA. My choice is because the
ANOVA determines whether the groups created by the independent variable levels are statistically
different by calculating whether the treatment levels’ means are other than the overall mean of the
dependent variable. If any of the group means is significantly different from the overall mean, then the
null hypothesis will be rejected and shown on the chart.
A researcher is interested in the relationship between leisure time, physical activity, diet,
extracurricular activities, and hours of sleep with cardiovascular fitness in children ages 6 through 12.
The researcher wants to estimate cardiovascular fitness using leisure time, physical activity, diet,
extracurricular activities, and hours of sleep.
When estimating cardiovascular fitness using the independent variables, each independent variable could
negatively affect the dependent variable. How much change would it take in each independent variable to
affect the dependent variable? How are they related? An increase or decrease in any independent
variables will impact the dependent variable.
Dependent Variable:
What is the Dependent Variable? The dependent variable in this study is Cardiovascular Fitness.
What Type of Variable is Cardiovascular fitness in this question? Cardiovascular fitness is
considered a ratio variable because it uses the 6-minute walk test and the other independent variables to
determine overall cardiovascular health. The 6-minute walk test is a test that measures the distance
walked over a span of 6 minutes. Therefore, it could be a certain distance over 6 minutes, an example of a
ratio variable. The ratio variable is like an interval variable but does not consider a value of zero. It is
commonly used when measuring height, weight, and duration. Nominal is just categorizing the variables,
i.e., male or female. Interval is a numerical scale, and order and the exact difference between the values
are known.
What are the reasons for your choice? This choice is because the dependent variable will not change
whether the independent variable goes up or down. Yet if the independent variables change positively or
negatively, it can impact overall cardiovascular fitness. Each independent variable is closely related to the
dependent variable.
Independent Variables:
In this study, the independent variables are Diet, Extracurricular activities Leisure Physical Activities, and
Sleep.
What was the reason for this Choice?
The reason for my choice of independent variables is that the independent variables all have an impact on
cardiovascular fitness and can be a tool for measuring overall cardiovascular fitness health.
Is the research question assessing a difference between groups or a relationship between variables?
The research question assesses a difference in the Relationship between the independent and dependent
variables.
Why did you choose this answer?
My answer is that the relationship between the variables can be impacted differently by each other. A
moderate amount of each independent variable is good for cardiovascular fitness. In contrast, an increase
or decrease in the balanced values of these independent variables will affect cardiovascular fitness by a
negative amount.
What test could be used to show the significance of each value?
The test that shows the results of this study is the ONE Way ANOVA. My choice is because the
ANOVA determines whether the groups created by the independent variable levels are statistically
different by calculating whether the treatment levels’ means are other than the overall mean of the
dependent variable. If any of the group means is significantly different from the overall mean, then the
null hypothesis will be rejected and shown on the chart.
A researcher is interested in the relationship between leisure time, physical activity, diet,
extracurricular activities, and hours of sleep with cardiovascular fitness in children ages 6 through 12.
The researcher wants to estimate cardiovascular fitness using leisure time, physical activity, diet,
extracurricular activities, and hours of sleep.
When estimating cardiovascular fitness using the independent variables, each independent variable could
negatively affect the dependent variable. How much change would it take in each independent variable to
affect the dependent variable? How are they related? An increase or decrease in any independent
variables will impact the dependent variable.
Dependent Variable:
What is the Dependent Variable? The dependent variable in this study is Cardiovascular Fitness.
What Type of Variable is Cardiovascular fitness in this question? Cardiovascular fitness is
considered a ratio variable because it uses the 6-minute walk test and the other independent variables to
determine overall cardiovascular health. The 6-minute walk test is a test that measures the distance
walked over a span of 6 minutes. Therefore, it could be a certain distance over 6 minutes, an example of a
ratio variable. The ratio variable is like an interval variable but does not consider a value of zero. It is
commonly used when measuring height, weight, and duration. Nominal is just categorizing the variables,
i.e., male or female. Interval is a numerical scale, and order and the exact difference between the values
are known.
What are the reasons for your choice? This choice is because the dependent variable will not change
whether the independent variable goes up or down. Yet if the independent variables change positively or
negatively, it can impact overall cardiovascular fitness. Each independent variable is closely related to the
dependent variable.
Independent Variables:
In this study, the independent variables are Diet, Extracurricular activities Leisure Physical Activities, and
Sleep.
What was the reason for this Choice?
The reason for my choice of independent variables is that the independent variables all have an impact on
cardiovascular fitness and can be a tool for measuring overall cardiovascular fitness health.
Is the research question assessing a difference between groups or a relationship between variables?
The research question assesses a difference in the Relationship between the independent and dependent
variables.
Why did you choose this answer?
My answer is that the relationship between the variables can be impacted differently by each other. A
moderate amount of each independent variable is good for cardiovascular fitness. In contrast, an increase
or decrease in the balanced values of these independent variables will affect cardiovascular fitness by a
negative amount.
What test could be used to show the significance of each value?
The test that shows the results of this study is the ONE Way ANOVA. My choice is because the
ANOVA determines whether the groups created by the independent variable levels are statistically
different by calculating whether the treatment levels’ means are other than the overall mean of the
dependent variable. If any of the group means is significantly different from the overall mean, then the
null hypothesis will be rejected and shown on the chart.
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