Survey Title: Evaluating the Effectiveness of Unbiased Survey Questions*

This survey aims to gather your insights and experiences related to the use, design, and perception of unbiased survey questions.

Why do you think unbiased survey questions are important?*

Please explain your reasoning and thoughts on the impact of unbiased questions.

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In your experience, how often do surveys contain leading or biased questions?*

Consider any surveys you’ve completed or created, and how frequently bias seemed present.

From Never to Always
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Which of the following elements do you believe help reduce bias in survey questions?*

Select all that you feel apply.

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Have you ever revised a survey or question because you identified bias?*

Please choose the response that best matches your experience.

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What is the most challenging aspect of creating unbiased survey questions?*

Briefly describe any difficulties you encounter when trying to write neutral questions.

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In your opinion, how effective are existing survey tools at helping users identify and avoid biased questions?*

Consider survey platforms you are familiar with.

From Not effective to Highly effective
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Please share an example of a biased survey question you have seen (or write a hypothetical one).*

Share either a real or imaginary example to illustrate bias in questioning.

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What would help you create or recognize more unbiased survey questions in the future?*

Describe tools, resources, training, or guidance that would be most beneficial.

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Which of the following would you find most valuable for improving survey question neutrality?*

Select up to two options.

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Thank you for taking a part in this survey.