trustme.bro/r/…
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the claim
Survey question wording introduces systematic bias based on positive or negative framing
the verdict
SUPPORTED
the evidence backs this
refutedsupported
the weight of evidence
3 sources for · 0 against

Multiple studies demonstrate that survey question wording, including positive and negative framing, introduces systematic bias into respondent and model evaluations.

Evidence for · 3
1992 · cited by 12
The study demonstrates how question wording and focusing mechanisms can introduce systematic bias into judgments and survey responses.
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The analysis

The retrieved papers include direct evidence demonstrating that question wording and positive or negative framing systematically bias survey and evaluation outcomes. Studies such as [0], [2], and [6] specifically highlight how framing and item formulation alter responses. None of the papers refute the claim. Thus, the verdict is SUPPORTED.

More for · 2
2026 · cited by 8
The research shows that deliberate prompt framing using positive or negative constructions skews evaluations and introduces significant discrepancies.
2016 · cited by 2
The overview highlights item wording as a key factor governing self-report behavior that can bias survey data and inferences.
The paper trail · every fact has a biography
first checked04 Aug 2026
judged → SUPPORTED · 8204 Aug 2026
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