PSYC 815 QUIZ BASIC STATISTICS AND RESEARCH DESIGN, Exams of Advanced Education

A quiz or exam for a course on basic statistics and research design, likely at the graduate level. The quiz covers a range of topics related to statistical concepts, hypothesis testing, and research methodology. The questions assess the student's understanding of topics such as alternative hypotheses, power analysis, t-tests, measures of central tendency and variability, validity and reliability, and the interpretation of statistical results. Valuable insights into the key learning objectives and assessment methods used in a course on research design and statistics, which could be useful for students preparing for similar exams or for instructors designing their own assessments. The level of detail and the range of topics covered suggest that this document could be a valuable resource for students enrolled in advanced psychology, social science, or other quantitative research-oriented programs.

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2024/2025

Available from 10/14/2024

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Question 1
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Question 2
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Question 3
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PSYC 815 QUIZ BASIC STATISTICS AND RESEARCH
DESIGN
LIBERTY UNIVERSITY
An alternative hypothesis must include the anticipated direction of variance.
True
False
An a priori power analysis is important for which of the following reasons...
It helps in assessing the probability of making a Type II error
It determined the correct alpha level to use.
It tests the validity of the direction of the null hypothesis.
None of the above
A researcher provides one group of participants a therapy intervention and
another group of participants a no treatment control condition and then tests for a
significant difference between the two groups means on a dependent measure of
psychological adjustment after treatment. Which one of the statistics below would she
use?
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Question 1

2 / 2 pts

Question 2

2 / 2 pts

Question 3

2 / 2 pts

PSYC 815 QUIZ BASIC STATISTICS AND RESEARCH

DESIGN

LIBERTY UNIVERSITY

An alternative hypothesis must include the anticipated direction of variance.

True

False

An a priori power analysis is important for which of the following reasons...

It helps in assessing the probability of making a Type II error

It determined the correct alpha level to use.

It tests the validity of the direction of the null hypothesis.

None of the above

A researcher provides one group of participants a therapy intervention and another group of participants a no treatment control condition and then testsfor a significant difference between the two groups means on a dependent measure of psychological adjustment after treatment. Which one of the statistics below would she use?

z -test

one sample t -test

independent t -test

dependent t -test

A measure of the square root of the total sum of squares divided by N -1 iswhich one of the following?

s amp l e vari a nce ( s^2 ) sample

mean ( M or )

sample standard deviation ( s )

sample median ( Mdn )

Degree to which a scale informs you of the construct being measured is called ; Discrepancy between what we’re measuring and the actual value of what we are measuring.

Validity; reliability

Level of Measurement; Measurement Error

Question 5

2 / 2 pts

Question 4

2 / 2 pts

IncorrectQuestion 9

0 / 2 pts

one sample t -test

independent t -test

dependent t -test

“Any measurable characteristic of a population” defines which one of thefollowing terms.

statistics

parameter

inference

central limit theorem

statistical inference

Theoretically, why is randomization so important?

Because we don't want a heterogeneous sample We

want to control the individuals characteristics

The random sampling creates natural IV and DV categories

IncorrectQuestion 8

0 / 2 pts

Question 10

2 / 2 pts

neutralizes other influences of the dependent variable

DEPRESSION STUDY INFO:

A group of researchers want to know if an experimental antidepressant medication that has been developed is effective in the treatment of depression with counseling compared to treatmentwithout this medication. A sample of 40 individuals is receiving services for depression in an outpatient clinic. The patients are randomly assigned to a treatment and a control condition. The treatment group patients will receive an experimental antidepressant medication with the counseling, while the control group will receive a placebo inert pill and counseling. Symptoms of depression using the Beck Depression Inventory (BDI) are comparedacross the two groups of patients after 8 weeks of treatment. Higher scores represent more depression.

Treatment Group Control Group Mean 29.400 33. Variance 8.884 14. Group Size 20 20

What is the independent variable in this research problem?

Beck Depression Inventory

depressive symptoms

treatment condition with experimental antidepressant

patients with depression

Question 14

2 / 2 pts

Question 15

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Degree of effect

Definition of variables

All of the above

If a researcher rejects the null hypothesis and in actual truth the null is true which one of the following is the best answer?

The researcher made a Type I error.

The researcher made a Type II error.

The researcher made a correct decision.

The researcher made both Type I and Type II errors.

If you were most concerned about avoiding making a Type I error you would choose an α = .10?

True

False

Question 17

2 / 2 pts

Question 18

2 / 2 pts

In addition to stating the results of the hypothesis tested, it is also important to report other information. Which one of the following choices is the bestanswer?

beta interval

effect size

confidence intervals

both a & b

both b & c

The alternative hypothesis is the hypothesis that is tested statistically.

True

False

The hypothesis testing process is the most widely used statistical tool in scientific research.

Question 16

2 / 2 pts

Question 21

2 / 2 pts

Question 22

2 / 2 pts

Educational researchers want to know if there is a difference between the type of instructional method used in high schoolchemistry courses.

Read the alternative hypothesis that is stated next. Then, answerthe questions that follow, which relate to the stated alternative hypothesis.

Alternative Hypothesis: High school chemistry students who participate in a standard chemistry curriculum that is augmented with intelligent computer- based chemistry tutors will demonstratehigher chemistry achievement, as measured by higher scores on astandardized achievement test, when compared to students receiving only the standard chemistry curriculum.

Researchers tested the null hypothesis related to the above stated alternative hypothesis by comparing the means of student achievement across the two chemistry curriculum conditions. The significant probability finding was p =. related to the difference between means and the alphacriterion is α = .05. Is it correct to say, we conclude that there is a significant difference in student chemistry achievement means among high school chemistry students across the two chemistry curriculum conditions, p < .05?

Yes

No

Which one of the following represents the way to state the narrative alternative hypothesis symbolically?

T he μ 1 ref ers to the po pul ation me an tha t is being es ti mate d on s cience (^) achievement of the students in the condition of the standard chemistry curriculum that is augmented with intelligent computer-based chemistry tuto^ rs^ and^ μ 2 ref^ ers^ to^ the po pul ation me a n tha t i s being es ti mate d on (^) science achievement of the students in the condition of the standard chemistry curriculum only.

Question 23

2 / 2 pts

Question 24

2 / 2 pts

H 0 : μ 1 = μ 2

Ha : μ 1 < μ 2

Ha : μ 1 > μ 2

H 0 : μ 1 > μ 2

Ha : μ 1 ≠ μ 2

Which one of the following items best describes the independent variable in the alternative hypothesis stated above?

high school chemistry curriculum

science achievement

intelligent computer-based chemistry tutors

high school chemistry students

standard science curriculum

What one of the following items best describes the dependent variable in the alternative hypothesis stated above?