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Data Collection in Research

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Questions and Answers

What is the primary purpose of data collection in research?

To validate data only

To test hypotheses only

To evaluate outcomes only

To answer research questions and test hypotheses (correct)

Why is accurate data collection essential in research?

To increase the likelihood of errors occurring

To validate data only

To reduce the likelihood of errors occurring (correct)

To evaluate outcomes only

What is a consequence of improper data collection?

Improved outcomes of research

Increased validation of data

Inaccurate answers for research questions (correct)

Increased accuracy of research

What is primary data collection?

Data that is not published yet, a first-hand information not yet changed by any individual Signup and view all the answers

What is the main difference between primary and secondary data collection?

The source of the data Signup and view all the answers

What is secondary data collection?

Data gathered from published sources or gathered already by other researchers Signup and view all the answers

What is the primary purpose of informed consent in data collection?

To adequately inform participants about the procedures, potential risks, and the expected duration of their commitment Signup and view all the answers

What is a challenge of data collection related to the participants themselves?

Literacy of the participants and the language of the questions Signup and view all the answers

What is the purpose of anonymization and de-identification techniques in data collection?

To protect participants' data privacy Signup and view all the answers

Why is it essential to ensure data security in data collection?

To ensure participants' data privacy Signup and view all the answers

What is the primary purpose of ethical reporting of results in data collection?

To avoid misrepresentation or manipulation of data Signup and view all the answers

What is the overall purpose of considering ethical commitments in data collection?

To ensure that participants are treated with respect and dignity Signup and view all the answers