Question Wording Can Poison the Data
Spot and fix survey wording that introduces leading, vague, or double-barreled responses.
Precision in the output starts with neutrality in the question. Survey data feels trustworthy because it arrives in columns, charts, and percentages. But that polish can hide a fragile instrument underneath. If respondents read the same sentence differently, or feel nudged toward agreement, the resulting percentages are not market truth. They are artifacts of wording. For market research, the fix is not merely "be neutral." The fix is to ask about observable signals tied to the job. JTBD interviews tell you what progress people are trying to make and what moments create friction. From there, well-designed survey items ask about…
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