Survey on Understanding and Preferences for Numerical Survey Questions*

This survey explores your familiarity, usage, and opinions about numerical survey questions (questions that ask for a numeric answer, such as ratings, quantities, or scales). Your responses will help us design better, more effective surveys for data collection.

How often do you use numerical survey questions in your own surveys?*

Estimate your frequency based on the last 12 months.

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Which types of numerical survey questions do you find most valuable?*

Select all that apply based on your practical experience.

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On a scale of 1-7, how confident are you in writing clear and unambiguous numerical survey questions?*

Please rate your confidence.

From Least to Most
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What challenges have you faced when designing or answering numerical survey questions?*

Describe your main difficulties, if any.

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How important are numerical survey questions compared to other question types in achieving your survey goals?*

Consider your overall survey objectives.

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Which areas do you believe benefit most from numerical survey questions?*

Select all that you think apply based on your experience.

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Think of a situation where a numerical survey question provided particularly useful insights. Briefly describe the context.*

Your response will help us understand best use cases.

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How likely are you to increase your use of numerical questions in upcoming surveys?*

Indicate your likelihood.

From Very unlikely to Very likely
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What advice would you offer to someone new to creating numerical survey questions?

Please feel free to share practical tips or resources.

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Thank you for taking a part in this survey.