Certified Research Administrator (CRA)

Question 1

What is the first step in data collection?

Choosing the method of analysis. Identifying the research question. Designing the research hypothesis. Collecting raw data.

Correct Answer:

Identifying the research question.

Question 2

Which data collection method is best for understanding participant experiences?

Surveys with closed-ended questions. Interviews and focus groups. Observations of behavior. Data mining from existing databases.

Correct Answer:

Interviews and focus groups.

Question 3

What is the purpose of data analysis in research?

To collect more data. To determine whether the hypothesis is correct. To organize and interpret data. To complete the research report.

Correct Answer:

To organize and interpret data.

Question 4

What is the difference between primary and secondary data?

Primary data is used in qualitative research only. Secondary data is always more reliable than primary data. Primary data is collected firsthand, secondary data is obtained from existing sources. There is no difference between primary and secondary data.

Correct Answer:

Primary data is collected firsthand, secondary data is obtained from existing sources.

Question 5

Which of the following is an example of quantitative data?

The opinions of participants on a survey. The frequency of a particular behavior. The income of participants. Descriptions of participants' experiences.

Correct Answer:

The income of participants.

Question 1

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About this Exam

Prepare with the Certified Research Administrator (CRA) practice quiz. This question bank includes 122 questions covering research, data, literature, ethical, and applied. Use it to review important concepts, identify knowledge gaps, and build confidence for the related exam, course, or assessment.

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Certified Research Administrator (CRA)

This practice set contains 122 questions from the matching question bank and focuses on research, data, literature, ethical, and applied. Work through each question carefully, review the provided solutions, and revisit topics that need more study before your next attempt.

This is an independent study resource intended for practice and review; it is not an official examination or an endorsement by any organization named in the title.

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About this Exam

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Certified Research Administrator (CRA)

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