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If the population is E, and assuming the researcher selects part of the population as a sample, what could be the sample?


A) A
B) B
C) C
D) D
E) E

F) A) and E)
G) C) and D)

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Why is a large refusal rate a barrier to widespread generalization?


A) If a study has a refusal rate higher than 30%, it is no longer considered research.b.If researchers cannot recruit subjects into their research studies, their credibility and ethics are under serious scrutiny.
C) The actual sample is not representative of the population. It is representative only of the elements of the population that chose to participate.
D) If many persons refuse to participate, they might refuse to participate in interventions that the study recommends.

E) A) and C)
F) A) and D)

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Using a table of random numbers, a sample of 400 subjects was selected from the list of the license numbers of all registered nurses in the state of Michigan. Each nurse was sent a letter requesting completion of an online survey on workplace bullying. This is an example of what type of sampling method?


A) Simple random sampling
B) Quota sampling
C) Convenience sampling
D) Purposive sampling

E) B) and D)
F) B) and C)

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If researchers are attempting to recruit subjects who are members of a group that is not mainstream and may be disdained, why is snowball sampling often used?


A) It is less time-consuming than other methods for hard-to-access populations.
B) It produces a sample that is more representative.
C) It increases recruitment success.
D) It produces a more diverse sample.
E) It increases generalizability.

F) A) and B)
G) A) and C)

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A researcher studying depression in relation to five predictor variables decides to include five more variables in a study because the literature reveals that they may also be involved in depression. Consequently, the researcher should do which of the following?


A) Use a larger sample size.
B) Set beta at a lower level.
C) Perform additional reliability and validity tests.
D) Change the design of the research from correlational to descriptive.

E) A) and B)
F) None of the above

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Why is subject selection in survey research considered nonrandom?


A) If monetary reward is offered as an inducement, subjects may participate only to get the reward. The sample may include fewer people who are well-off financially.
B) There is no direct contact with the subjects.
C) Follow-up reminders make recruitment long and drawn-out.
D) Inducements are essentially manipulative; potential subjects who resent manipulation refuse to return surveys.
E) Refusal rates average 50% or more, and this makes the sample nonrepresentative.

F) C) and E)
G) B) and C)

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Inclusion sampling criteria differ from sample characteristics. Which of the following are sample characteristics from a study conducted in a neurosurgical critical care unit of a major hospital?


A) Mean age 62, with range from 37 through 87
B) Diagnosed with neurologic impairment due to trauma or disease
C) Glasgow Coma Scale range 4 to 15
D) Twenty-one male, 19 female
E) Able to speak English or Spanish

F) A) and E)
G) A) and B)

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How does effect size relate to instrument sensitivity?


A) If an instrument is sensitive, it will have a large effect size.
B) If an instrument is not very sensitive, it will take a large effect size for the instrument to detect a difference.
C) As an instrument is better calibrated and becomes more sensitive, it increases in effect size.
D) If an instrument is extremely sensitive, it will detect a difference even when none exists; because of this effect sizes must be large.

E) A) and B)
F) All of the above

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A researcher attempted to recruit all 150 of the patients seen in the emergency department in a 3-month period for diverticulitis, but only 120 consented to participate. What is the refusal rate?


A) 100%
B) 80%
C) 20%
D) 0%

E) A) and B)
F) A) and C)

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A researcher studies spending habits of teenagers in shopping malls. The researcher visits two local malls to solicit participants. From what kind of population has the researcher selected the sample?


A) The accessible population
B) The entire population
C) The target population
D) The hypothetical population

E) A) and D)
F) B) and C)

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Choose the sampling design that is an example of a probability sampling method.


A) Purposive
B) Snowball
C) Stratified random
D) Quota

E) C) and D)
F) B) and D)

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A researcher has already written a study proposal and performed a power analysis, which indicates that the sample size will have to be at least 36, in order to avoid Type II error. The researcher then decides to set the level of significance at p < 0.01 rather than p < 0.05 but wants to maintain power at 0.80. What will the researcher have to do in order to maintain sufficient power?


A) Increase the effect size.
B) Set beta at 0.60.
C) Use a different statistical test.
D) Increase the sample size.

E) C) and D)
F) B) and D)

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If all of the tickets purchased in this week's state lottery is considered the population, the five winning tickets drawn on Saturday constitute the sample. If the lottery is not "fixed," why is this a probability sample?


A) Because according to the laws of probability, the group of five people who won is exactly representative of all of the persons who purchased tickets.
B) Because each ticket purchased has a chance of being included in the sample.
C) Because the tickets drawn have a high probability of being representative of all tickets purchased.
D) Because use of random sampling increases the probability that those persons whose tickets win will play the lottery again.
E) Because each ticket probably has an equal chance of being included in the winning group, whether or not random sampling is used.

F) B) and D)
G) C) and D)

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A researcher consented 400 subjects, but 12 dropped out of the study before it was completed. The rest finished the study. What was the sample retention rate?


A) 30%
B) 38.8%
C) 3%
D) 97%

E) A) and D)
F) B) and C)

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A study has a power level of 0.75. What does that mean?


A) Study interventions will be statistically significant 75% of the time.
B) The study has a 75% chance of detecting differences if they exist.
C) The study's sample has a 25% attrition rate, at worst.
D) There is a 25% chance of detecting a Type I error.
E) There is a 25% chance that the study will fail to reveal differences that actually exist.

F) A) and B)
G) B) and D)

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Large sample sizes are desirable in which types of research?


A) Correlational, using an existent database
B) Grounded theory
C) Phenomenology
D) Pilot interventional research
E) Multisite randomized clinical trials
F) Survey research
G) Model testing
H) Case study research

I) B) and F)
J) E) and G)

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Five hundred persons were chosen to participate in a study, 270 women and 230 men, representative of the proportion of adult women and men in the population of Portland, Oregon. Patients were selected using a table of random numbers, from a master list of all patients who had been treated for congestive heart failure (CHF) in the previous 3 months at one of Portland's four main hospitals. This is an example of what type of sampling strategy?


A) Simple random sampling
B) Convenience sampling
C) Purposive sampling
D) Stratified random sampling

E) A) and D)
F) None of the above

Correct Answer

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Choose the nonprobability sampling method.


A) Cluster
B) Quota
C) Stratified random
D) Systematic

E) A) and B)
F) A) and C)

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Why are convenience samples used so frequently in nursing research?


A) More subjects consent if they can understand the sampling method.
B) Obtaining a true random sample of sufficient size may be impossible.
C) There is low risk of sampling bias.
D) There are limited subjects available.
E) Nonrandom sampling affects only generalizability, not study integrity.

F) A) and E)
G) A) and D)

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"To be considered eligible for the study, subjects had to be older than 21 years of age, hold a valid state driver's license, and be able to fire a shotgun." What part of the study sample description is this?


A) Inclusion plan
B) Population element
C) Sampling criteria
D) Representativeness

E) C) and D)
F) B) and C)

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