following information, would your decision be to reject or fail to
reject the null hypothesis? Setting the level of significance at .
decision making, provide an explanation for your conclusion.
The null hypothesis that there is no relationship between the type of
music a person listens to and his crime rate (p < .
The null hypothesis that there is no relationship between the amount of coffee consumption and GPA (p = .
The null hypothesis that there is a negative relationship between the
number of hours worked and level of job satisfaction (p = .
Why is it harder to find a significant outcome (all other things
being equal) when the research hypothesis is being tested at the .
rather than the .
05 level of significance?
Why should we think in terms of “failing to reject” the null rather than just accepting it?
When is it appropriate to use the one-sample z test?
What similarity does a z test have to a simple z or standard score?
For the following situations, write out a research hypothesis:
Bob wants to know if the weight loss for his group on the
chocolate-only diet is representative of weight loss in a large
population of middle-aged men.
The health department is charged with finding out if the rate of flu
per thousand citizens for this past flu season is comparable to the
average rate of the past 50 seasons.
Blair is almost sure that his monthly costs for the past year are not
representative of his average monthly costs over the past 20 years.
There were about 15 flu cases per week, this flu season, in the
Oshkosh school system.
The weekly average for the entire state is 16 and
the standard deviation, is 2.
Are the kids in Oshkosh as sick as the
kids throughout the state?
From Salkind (2011).
Copyright © 2012 SAGE.
All Rights Reserved.
Adapted with permission.
Complete the following questions.
Be specific and provide examples when relevant.
Cite any sources consistent with APA guidelines.
The average raw math achievement score for third graders at a Smith
elementary school is 137; third graders statewide score an average of
124 with a standard deviation of 7.
Are the Smith third graders better
at math than third graders throughout the state? Perform the correct
statistical test, applying the eight steps of the hypothesis testing
process as demonstrated on pp.
185–187 of Statistics for People Who
(Think they) Hate Statistics.
What is a research question that you would like to answer? Write the
null and research hypotheses.
Would you use a one- or two-tailed test?
What do we mean when we say that a statistical result is significant?
What is the difference between a statistically significant and a
meaningful result? Why is statistical significance important?
Describe a Type I error for the previous study that compares third
graders’ math achievement.
Describe a Type II error for that study.