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Notes on asking better questions.

Practical articles on survey design, research methods and making sense of the answers.

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Learn which conclusions a convenience sample supports, which it does not, how to describe it honestly, and what quotas and weighting can fix.

7 min read

Customer feedback · Guides

How to close the loop on customer feedback

Learn how to follow up with customers who asked to hear back, fix the causes behind common complaints, and tell everyone what changed.

7 min read

Survey design · Research methods

How to write unbiased survey questions

Leading words, loaded premises, lopsided scales and questions that ask two things at once: how to spot each in your draft and rewrite it before launch.

6 min read

Survey design · Guides

Types of survey questions and when to use each

Choice, scale, ranking, trade-off and open questions, and what each one lets you do with the answers. A practical guide to picking the right question type.

9 min read

Survey design · Data quality

How long should a survey be?

Survey length is measured in minutes, not questions. How to set a time budget for your audience, cut what you won't use, and check the real length after launch.

6 min read

Survey design · Research methods

How to increase survey response rates

Response rates are mostly decided before anyone opens the survey: who asks, when, how long it takes, what happens next, and why more answers are not the goal.

5 min read

Analysis · Survey design

How to write and analyze open-ended survey questions

When an open question earns its place, how to word it so answers are usable, and a practical way to code, count and quote responses without fooling yourself.

5 min read

Customer feedback · Analysis

NPS vs CSAT vs CES: which customer metric to use

Net Promoter Score, customer satisfaction and customer effort each answer a different question. What each one measures, when it fits, and how to ask it well.

5 min read

Survey design · Guides

How to plan survey skip logic before you build it

Branching makes a survey shorter until it turns into a maze. Map the routes on paper, write each rule as a sentence and test every path before launch.

6 min read

Guides · Data quality

How to test a survey before you send it

A pre-launch checklist for surveys: read it as a respondent, walk every route, try it on a phone, pilot it, and check the data before your audience answers.

5 min read

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