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Chapter 7
Practice Quiz
Practice Quiz
This activity contains 33 questions.
A study designed to establish the relationship between two variables is best described as
descriptive.
correlational.
experimental.
single subject.
Which of the following is NOT a purpose of correlational research?
To determine if a relation exists between two variables
To determine the degree to which a relationship exists between two variables
To make predictions
To establish causal relationships
Which of the following is NOT a reasonable approach to developing a correlational research problem?
Correlating two variables for which you've found some relationship discussed in the literature.
Correlating 12 variables that make up a data set a colleague gave you.
Attempting to understand the extent to which two variables discussed in the literature are related.
Replicating the relationship found between two variables in a different population.
What is the minimal sample size for a correlational study?
15
30
50
100
What is the appropriate response to compensate for using a test with low validity and reliability as a criterion variable?
Decrease the number of subjects
Apply the Spearman Brown formula to correct the correlations
Disregard the validity and reliability issues
Increase the number of subjects
Ms. Perkins calculated a correlation coefficient of .75. Which of the following reflects the best interpretation of this?
Weak negative
Strong negative
Weak positive
Strong positive
Smaller sample sizes than recommended can be used when
the researcher expects no relationship between variables.
there are only two variables to control.
the instruments have low validity and reliability.
the instruments have high validity and reliability.
In a study of the relationship between math anxiety and math aptitude, which of the following correlation coefficients is reasonable to expect?
+1.00
+.67
–.67
– 1.00
If scores of assertiveness tend to be higher for students who have higher self-concept, which of the following is a reasonable correlational between assertiveness and self-concept?
+.21
+.78
–.78
–.21
Approximately what percentage of variation in the criterion variable is accounted for by the predictor variable if the correlation between them is .49?
16%
24%
49%
70%
A scatterplot of a correlation of .10 would look most like a
straight line.
ellipse.
circle.
square.
Which of the following correlation coefficients could be statistically significant?
–.45
.12
.34
All of these
Using a sample size of 30 subjects, a researcher found a correlation of .30. This relationship was not statistically significant. If the researcher were to triple her sample size, which of the following is most likely?
The correlation would be statistically significant.
The correlation would be larger.
The correlation would be smaller.
Nothing would change.
Which of the following is NOT a purpose of a relationship study?
Predict one variable from another
Gain insight into variables that could be related to one another
Suggest further research—particularly causal—into existing relationships
Control for extraneous variables related to the dependent variable in an experimental study
A serious problem when conducting a relationship study is the use of
theoretically related variables.
logically connected variables.
a "shotgun" approach to identifying variables.
All of these
A Pearson Correlation is used under which condition?
The predictor and criterion variables are measured on a continuous scale.
The predictor and criterion variables are measured on a dichotomous scale.
The predictor and criterion variables are measured on a categorical scale.
The predictor variable is ranked while the criterion variable is measured on a continuous scale.
The Spearman rho is used under which condition?
The predictor and criterion variables are measured on a continuous scale.
The predictor and criterion variables are measured on a dichotomous scale.
The predictor and criterion variables are measured on a categorical scale.
The predictor variable is ranked while the criterion variable is measured on a continuous scale.
Which of the following best describes the relationship between the popularity of a Top 20 song and the time since its release?
Linear
Statistically significant
Statistically non-significant
Curvilinear
A curvilinear relationship is measured by which correlation coefficient?
Pearson
Spearman rho
Eta
Phi coefficient
Which of the following correlations might produce different results for the total sample and subgroups within the sample?
Attitudes toward school for males and females
Social studies scores for males and females
Cardiovascular fitness levels for athletes and non-athletes
Reading levels for students enrolled in extra-curricular activities and those not enrolled
The use of instruments with low reliabilities in relationship studies is known as.
low variability.
attenuation.
subgroup differences.
all of these.
Low variability in scores will affect a correlation coefficient in which of the following ways?
Increases the correlation
Changes the direction of the correlation
Decreases the correlation
None of the above
The possible range of scores on a math achievement test was 0-100. The observed range for a sample of 100 students was 80-90. The possible range for the same students' science scores was 0-100, and the actual range was 45-49. The correlation between math and science scores was .29. The researcher would be most justified in concluding that the strength of the correlation was affected by
restriction of range.
shrinkage.
small sample size.
attenuation.
In a prediction study of the relationship between age and cognitive development, the criterion variable would be
age after controlling for cognitive development.
age.
cognitive development.
cognitive development after controlling for age.
Which of the following is a purpose of prediction studies?
It facilitates decisions about individuals to help a selection decision.
It tests variables believed to be good predictors of a criterion.
It determines the predictive validity of an instrument.
All of these
Relationship and prediction studies differ with regard to
the direction of the correlation coefficients.
the percentage of variation in the criterion variable explained by the predictor variable.
the data collection of the criterion variables occurring at different times.
the variability of scores.
A researcher studied the predictors of dropout rates of urban school students over many years. He found his set of predictor variables explained 89% of the variability in the likelihood to quit school. In a study of 10,000 students in five rural school districts, the predictor variables accounted for only 45% of the variance. What is the most likely explanation for this finding?
Validity of instruments
Attenuation
Sample size
Shrinkage
When students' GPA in their freshmen year of college is predicted from their ACT scores and high school GPA, the analysis is known as
linear regression.
correlation.
r
2
.
multiple regression.
Which of the following affects the accuracy of a prediction equation?
Errors of measurement
Intervening variables
Criterion variables measured in general terms
All of these
Which research method allows the researcher to reduce the number of variables studied?
Path analysis
Discriminant function analysis
Canonical correlation
Factor analysis
A multiple regression predicting a categorical outcome is known as
path analysis.
discriminant function analysis.
canonical correlation.
factor analysis.
Correlating a set of four predictor variables with five criterion variables uses which analysis?
Path analysis
Discriminant function analysis
Canonical correlation
Factor analysis
Which correlational analysis is used to examine causal relationships?
Structural equation modeling
Discriminant function analysis
Canonical correlation
Factor analysis
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