Quantitative Research Data Collection Methods Quiz

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Questions and Answers

What is the method of drawing a random sample?

  • Random generated numbers (correct)
  • Computer program
  • Fishbowl draw
  • All of them

In non-random sampling, which method is used?

  • Cluster
  • Expert (correct)
  • Stratified
  • Sample random sampling

Which sampling technique is based upon convenience?

  • Cluster
  • Snowball
  • Quota
  • Accidental (correct)

What does research activity revolve around?

<p>All of them (D)</p> Signup and view all the answers

What is the term used when keeping information of the participant anonymous?

<p>Confidentiality (A)</p> Signup and view all the answers

Which act is considered unethical and involves claiming someone else's work as your own?

<p>Plagiarism (A)</p> Signup and view all the answers

What type of sampling ensures every individual has an equal chance of selection?

<p>Equal (B)</p> Signup and view all the answers

In non-random sampling, how is the chance of selection for each individual?

<p>Not equal (A)</p> Signup and view all the answers

Which type of sampling includes selecting clusters as the sampling unit?

<p>Cluster (A)</p> Signup and view all the answers

What would decrease student performance according to a hypothesis?

<p>Hypothesis (A)</p> Signup and view all the answers

What is it called when a null hypothesis is erroneously rejected when it is actually true?

<p>Type I error (B)</p> Signup and view all the answers

What is the primary reason for errors in testing a hypothesis?

<p>All of them (D)</p> Signup and view all the answers

What method of data collection is most appropriate for a complex situation?

<p>Interview (D)</p> Signup and view all the answers

Which data collection method is time-consuming and expensive?

<p>Interview (B)</p> Signup and view all the answers

In which method of data collection can information be supplemented?

<p>Interview (D)</p> Signup and view all the answers

Which method emphasizes interaction for quality data?

<p>Interview (B)</p> Signup and view all the answers

Which data collection method is prone to researcher bias?

<p>Interview (C)</p> Signup and view all the answers

For a quality interview, what does an interviewer need to possess?

<p>All of them (B)</p> Signup and view all the answers

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Study Notes

Research Methodology

  • Online questionnaires are suitable for complex situations.
  • Interviews are time-consuming and expensive.
  • Interviews allow for supplementary information.
  • Interaction quality is crucial in interviews.
  • Interviews are prone to researcher bias.
  • Sensitive questions can be asked in interviews.
  • An interviewer should possess essential skills, qualification, and expertise.

Data Collection

  • Diverse populations can be easily contacted through interviews.
  • Private life questions can be easily asked through interviews.
  • Quantitative research involves observation, unstructured interviews, and secondary sources.
  • Secondary sources include personal records, mass media, and earlier research.
  • Problem with secondary sources includes personal bias, format, and validity.

Sampling

  • Random sampling methods include fishbowl draw, computer programs, and random generated numbers.
  • Non-random sampling includes expert sampling.
  • Accidental sampling is based on convenience.
  • Informed consent, confidentiality, and bias are essential in research ethics.

Research Process

  • Research revolves around the researcher, participant, and funding agency.
  • Research question must be valid, objective, and accurate.
  • Research design assesses questions and includes study population, sample, and instrument.
  • Every individual has an equal chance of selection in random sampling.
  • Non-random sampling does not guarantee equal chance of selection.

Errors and Hypotheses

  • Noise decreasing student performance is a hypothesis.
  • Type I error occurs when a null hypothesis is rejected when it is true.
  • Errors in hypothesis testing can arise from study design, analysis, and conclusion.

Data Collection Methods

  • Methods of data collection include observation, interview, questionnaire, and secondary sources.
  • Unstructured interviews are flexible.
  • Questionnaires have the disadvantage of lacking spontaneous response.
  • Content of a cover letter includes general information, thanks for participation, and relevance of study.

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