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open questions
qualitative data
open questions strengths
rich, detailed data, unexpected answers possible.
open questions limitations
difficult to analyse statistically (thematic analysis needed), time‑consuming, participant may write little
closed questions
quantitative data
closed questions strengths
easy to analyse, replicate, and compare; quick
closed questions limitation
forces simplistic answers, may lack depth, can lead to frustration.
Questionnaire construction principles
Avoid leading questions (“Don’t you agree that…”).
Avoid double‑barrelled questions (“Do you like A and B?”).
Use clear, simple language (no jargon).
Pilot study to check for ambiguity.
Consider order effects (fatigue, boredom).
Ensure anonymity to reduce social desirability bias.
Structured description
Pre‑set questions, read aloud in same order
unstructured description
Guided conversation, no fixed questions
Semi‑structured description
Some pre‑set questions plus follow‑up probes
structured evaluation
Easy to replicate (high reliability), less interviewer bias; but no flexibility, may miss important detail
unstructured evaluation
Rich, flexible data (high validity), can follow up on answers; hard to analyse, high interviewer bias, time‑consuming
semi-structured evaluation
Balance of reliability and depth; but still time‑consuming, requires skilled interviewer
social desirability bias
participants give answers they think are socially acceptable. Reduce by ensuring anonymity, using neutral wording, and establishing rapport.