General Linear Model Worksheet
Instructions: For each item below, indicate the most appropriate statistical analysis: correlation analysis, independent samples t test or descriptive statistics
A researcher, Dr. I. M. Nosy, was interested in determining the relationship between the number of hours studied by undergraduate students and their mathematics achievement, as measured by a classroom examination (range of scores = 0 to 100).
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Most appropriate analysis: Correlation analysis
Dr. I. M. Nosy wanted to determine whether there are gender differences in recycling behavior, as measured by the percentage of times that recyclable items are recycled.
Most appropriate analysis: Descriptive statistics
Dr. I. M. Nosy wanted to determine whether performance on a science examination (range of scores = 0 to 100) among graduate students varied as a function of whether or not they received a good night’s sleep the night before the examination (i.e., Yes vs. No).
Most appropriate analysis: Independent samples t test
Dr. I. M. Nosy wanted to determine the prevalence rate of divorce (range of scores = 0% to 100%) among married couples with no children.
Most appropriate analysis: Descriptive statistics
Dr. I. M. Nosy wanted to determine the number of divorcées who use online dating sites to develop relationships.
Most appropriate analysis: Descriptive statistics
Dr. I. M. Nosy wanted to determine the link between age and job satisfaction among charity workers.
Most appropriate analysis: Correlation analysis
Dr. I. M. Nosy wanted to compare adults living in urban areas and adults living in rural areas with respect to alcohol consumption.
Most appropriate analysis: Independent samples t test
Dr. I. M. Nosy wanted to predict the prevalence rate of smoking by the age of the adult.
Most appropriate analysis: Correlation analysis
Dr. I. M. Nosy wanted to examine the difference between Millennial adults and Generation X adults with respect to attitudes toward using Facebook.
Most appropriate analysis: Independent samples t test
Dr. I. M. Nosy wanted to determine the proportion of sixth graders in the United States who have been bullied at least once.
Most appropriate analysis: Descriptive statistics
Dr. I. M. Nosy was interested in determining the association between college professors’ salaries and their attitudes toward gender differences in the salaries of college professors, as measured via a survey.
Most appropriate analysis: Descriptive statistics
Dr. I. M. Nosy wanted to determine the graduation rate among graduate students at Walden University.
Most appropriate analysis: Descriptive statistics