Data Collection

Description: This quiz is designed to assess your understanding of various aspects of data collection, including methods, sampling techniques, and ethical considerations.
Number of Questions: 15
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Tags: data collection research methods sampling ethics
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Which of the following is a non-probability sampling method?

  1. Simple random sampling

  2. Systematic sampling

  3. Convenience sampling

  4. Stratified sampling


Correct Option: C
Explanation:

Convenience sampling is a non-probability sampling method where participants are selected based on their easy accessibility or convenience, rather than being randomly chosen from the population.

What is the primary purpose of a pilot study?

  1. To test the feasibility of a research study

  2. To collect data for analysis

  3. To establish the reliability of a measurement instrument

  4. To determine the sample size for a larger study


Correct Option: A
Explanation:

A pilot study is conducted to assess the feasibility of a research study, including testing the procedures, instruments, and data collection methods.

Which of the following is an advantage of using a structured interview?

  1. It allows for more in-depth exploration of participant responses

  2. It ensures consistency in the questions asked to participants

  3. It reduces the risk of interviewer bias

  4. It allows participants to provide more detailed answers


Correct Option: B
Explanation:

Structured interviews ensure that all participants are asked the same questions in the same order, reducing the risk of interviewer bias and increasing the comparability of responses.

What is the main ethical principle that guides research involving human participants?

  1. Informed consent

  2. Confidentiality

  3. Anonymity

  4. Voluntary participation


Correct Option: A
Explanation:

Informed consent is the ethical principle that requires researchers to provide participants with all relevant information about the study before they agree to participate, ensuring that they make an informed decision about their involvement.

Which sampling technique involves dividing the population into strata and then selecting participants from each stratum?

  1. Simple random sampling

  2. Systematic sampling

  3. Stratified sampling

  4. Cluster sampling


Correct Option: C
Explanation:

Stratified sampling involves dividing the population into strata based on a specific characteristic and then selecting participants from each stratum, ensuring that each stratum is adequately represented in the sample.

What is the term for the process of collecting data from existing sources, such as records or documents?

  1. Primary data collection

  2. Secondary data collection

  3. Qualitative data collection

  4. Quantitative data collection


Correct Option: B
Explanation:

Secondary data collection involves gathering data that has already been collected by someone else, such as census data or medical records.

Which of the following is a potential limitation of using a self-report measure?

  1. Social desirability bias

  2. Recall bias

  3. Interviewer bias

  4. Sampling bias


Correct Option: A
Explanation:

Social desirability bias is a potential limitation of self-report measures, where participants may provide answers that they believe are socially acceptable or desirable, rather than their true feelings or experiences.

What is the term for the process of selecting a sample from a population?

  1. Sampling

  2. Data collection

  3. Measurement

  4. Analysis


Correct Option: A
Explanation:

Sampling is the process of selecting a representative subset of a population to collect data from.

Which of the following is an advantage of using a qualitative research approach?

  1. It allows for generalization of findings to a larger population

  2. It provides in-depth understanding of individual experiences

  3. It is less time-consuming and costly than quantitative research

  4. It is more objective than quantitative research


Correct Option: B
Explanation:

Qualitative research approaches, such as interviews and focus groups, allow researchers to gain a deeper understanding of individual experiences and perspectives.

What is the term for the process of collecting data directly from participants through surveys, interviews, or observations?

  1. Primary data collection

  2. Secondary data collection

  3. Qualitative data collection

  4. Quantitative data collection


Correct Option: A
Explanation:

Primary data collection involves gathering data directly from participants through methods such as surveys, interviews, or observations.

Which of the following is a potential limitation of using a convenience sample?

  1. It is less representative of the population than a probability sample

  2. It is more time-consuming and costly than a probability sample

  3. It is more difficult to generalize findings from a convenience sample

  4. It is more likely to result in sampling bias


Correct Option: D
Explanation:

Convenience samples are more likely to result in sampling bias, as participants are selected based on their easy accessibility rather than their representativeness of the population.

What is the term for the process of systematically selecting participants from a population using a random sampling method?

  1. Simple random sampling

  2. Systematic sampling

  3. Stratified sampling

  4. Cluster sampling


Correct Option: A
Explanation:

Simple random sampling is a probability sampling method where each member of the population has an equal chance of being selected.

Which of the following is an advantage of using a probability sampling method?

  1. It allows for generalization of findings to a larger population

  2. It is less time-consuming and costly than a non-probability sampling method

  3. It is more likely to result in sampling bias

  4. It is more difficult to implement than a non-probability sampling method


Correct Option: A
Explanation:

Probability sampling methods allow researchers to generalize their findings to a larger population, as the sample is representative of the population.

What is the term for the process of collecting data from a sample of participants and using it to make inferences about the entire population?

  1. Sampling

  2. Data collection

  3. Measurement

  4. Analysis


Correct Option: A
Explanation:

Sampling is the process of selecting a representative subset of a population to collect data from, which is then used to make inferences about the entire population.

Which of the following is an example of a qualitative data collection method?

  1. Survey

  2. Interview

  3. Observation

  4. Experiment


Correct Option: B
Explanation:

Interviews are a qualitative data collection method where researchers engage in conversations with participants to gather in-depth information about their experiences, beliefs, and attitudes.

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