Understanding Interval Survey Questions: Participant Insights Survey*

This survey gathers your opinions, awareness, and experiences related to interval-level survey questions (questions with equally spaced response options, such as 1–5 scales). Your feedback will inform future educational materials and best practice guidelines.

How familiar are you with the concept of an "interval survey question"?*

Please rate your level of familiarity.

From Not familiar at all to Extremely familiar
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Which of the following response scales do you consider to be interval scales?*

Select all that you believe meet the criteria for interval-level data.

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In your own words, what distinguishes an interval survey question from an ordinal one?*

Briefly explain the main difference.

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When designing surveys, how often do you use interval-level response scales?*

Consider all surveys you create—internal or external.

From Never to Always
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What challenges, if any, have you faced when interpreting responses to interval survey questions?*

Describe any difficulties you have experienced.

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For which types of data analysis do you most often use interval survey responses?*

Select all that apply.

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How confident are you in identifying whether a survey question produces interval data?*

Please indicate your confidence level.

From Not confident at all to Very confident
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What additional training or resources would help you improve your use or understanding of interval survey questions?

This could include workshops, guides, or tools.

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Please rate the overall importance of correctly using interval survey questions in research or business decisions.*

Consider both the potential impact and consequences of misclassification.

From Not important at all to Critical
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Thank you for taking a part in this survey.