Learning Path
Question & Answer1
Understand Question2
Review Options3
Learn Explanation4
Explore TopicChoose the Best Answer
A
Overgeneralization of findings
B
Improved participant engagement
C
Enhanced data richness
D
Increased researcher bias
Understanding the Answer
Let's break down why this is correct
Answer
If researchers stop collecting data before reaching saturation, they may miss important themes that appear only later in the study, so the findings are incomplete and may misrepresent the phenomenon. Because the sample does not cover all relevant perspectives, the analysis can overemphasize the few patterns that emerged early, making the conclusions seem more definitive than they truly are. This lack of depth can lead to false generalizations and weaken the study’s credibility. For example, interviewing only three people about a new community program might miss a critical barrier that appears only in the fourth or fifth interview, causing the researchers to overlook a key obstacle and report a misleadingly positive outcome. Thus, failing to achieve saturation risks producing invalid or overly narrow interpretations.
Detailed Explanation
When researchers stop collecting data before all ideas are found, they may think they have seen everything. Other options are incorrect because Some think that collecting more data automatically makes participants feel more involved; It is easy to think that more data means richer information.
Key Concepts
data saturation
data interpretation
validity in qualitative research
Topic
Qualitative Data Analysis Pitfalls
Difficulty
hard level question
Cognitive Level
understand
Practice Similar Questions
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Question 1What is one common pitfall in qualitative data analysis related to field notes?
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Question 2Which of the following best describes a pitfall related to coding techniques that can threaten the validity of qualitative research?
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Question 3In qualitative research, which of the following scenarios best illustrates a pitfall related to data saturation when relying solely on field notes compared to a mixed-methods approach?
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Question 4What is a common pitfall in qualitative thematic analysis that can lead to misinterpretation of data?
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Question 5In thematic analysis, one major pitfall that can lead to misleading results is __________, where researchers impose their own biases or interpretations rather than allowing themes to emerge organically from the data.
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Question 6Which of the following are common pitfalls in qualitative data analysis that researchers should be aware of? (Select all that apply)
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