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Spss Analysis.edited

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Nursing
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Grand Canyon University
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Application of Multiple Regression
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Institution
PUB 550-0500
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Application of Multiple Regression
Initial Research Question and Hypotheses
This research aims to understand the general health behaviors of inhabitants in a particular area
and the relationships between health behaviors and environmental and social determinants. The
main research question asks if the annual income of participants is influencing a healthy
lifestyle measured by the minutes of exercise done.
Null Hypothesis: The annual income of participants is not influencing their health behaviors.
Alternative hypothesis: The annual income of participants is significantly influencing their
health behaviors.
Regression Models
The initial regression model takes into account the annual income of participants as the
independent variable and the minutes of exercise as the dependent variable, thus creating a
simple regression model. Considering the multitude of factors that are likely to influence both
the dependent and independent variables included in the current study, the age of participants
was considered as a second layer of confounding factors. All three parameters included in the
statistical analysis are continuous variables.
The multiple regression model with age, minutes of exercise, and annual income of participants
are based on the following hypotheses:
Null Hypothesis: The age and annual income of participants is not significantly influencing
their health behaviors.
Alternative hypothesis: The age and annual income of participants is significantly influencing
their health behaviors.

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Application of Multiple Regression Student’s Name Institution PUB 550-0500 Date Application of Multiple Regression Initial Research Question and Hypotheses This research aims to understand the general health behaviors of inhabitants in a particular area and the relationships between health behaviors and environmental and social determinants. The main research question asks if the annual income of participants is influencing a healthy lifestyle measured by the minutes of exercise done. Null Hypothesis: The annual income of participants is not influencing their health behaviors. Alternative hypothesis: The annual income of participants is significantly influencing their health behaviors. Regression Models The initial regression model takes into account the annual income of participants as the independent variable and the minutes of exercise as the dependent variable, thus creating a s ...
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