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UX Metrics Framework

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Measure / Questioning

Questioning

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Links (36)

UX Design Research: An Approach to Researching Color

Caitlyn Hampton

Describes setting up research to get quantified user feedback on color choices, like percentages who prefer each option, while avoiding leading questions. Useful when designers need to defend color picks with data instead of taste.

Questioning
How to Learn More from Users Through Color Testing

Caitlyn Hampton

Shares how the writer ran color tests with real users to learn how shades and tints affect feel and brand fit. Useful when picking color choices and you want quick user feedback rather than guesses.

Questioning
Ask the Right Questions | Questions to ask before you design or research

Dan Winer

Figma template with questions to ask before designing or researching, so the team aligns on the real problem instead of jumping to features. Useful at kickoff when you suspect the team is solving the wrong problem.

Questioning
How to Get Stakeholders to Buy Into User Research

Sarah Doody

Four-step approach to research buy-in that starts by asking why stakeholders push back, then designs research that addresses those underlying beliefs. Useful when leadership says no to research and you need a calmer way to explore why.

Questioning
How to Sell UX Research with Two Simple Questions

Sophia V Prater

Shows how two questions ("What are the objects?" and "How do they relate?") get stakeholders to spot their own assumptions and want user research. Useful when stakeholders resist research and you need a way to pull them into the problem.

Questioning
So You Wrote a Value Proposition... What Next?

Catherine Brown

Catherine Brown shows what to do once you've written a value proposition: pressure-test, share, refine. Useful when a team has a value prop draft sitting unused.

Questioning
How To Identify, Apply And Validate Mental Models In UX

Jack O'Donoghue

Jack O'Donoghue shows how to identify, apply, and validate mental models in UX work. Useful when a research team has a mental model in mind but no way to test it.

Questioning
Sliders versus Five-Point Numeric Scales on Desktop and Mobile Devices, by Jeff Sauro and

Jim Lewis

Sauro and Lewis test sliders versus 5-point scales on desktop and mobile and share the data. Useful when a researcher is choosing a scale format for a multi-device survey.

Questioning
Rating Scales in UX Research: Likert and Semantic Differential

Maria Rosala

Maria Rosala compares Likert and semantic differential scales for UX research. Useful when a team needs to pick the cleanest scale for an upcoming survey.

Questioning
Rating Scales: Myth vs Evidence, by Jeff Sauro and

Jim Lewis

Jeff Sauro and Jim Lewis weigh myths versus evidence about common rating scale choices. Useful when a researcher faces strong opinions and wants real data to back a decision.

Questioning
User Research for Enterprise Product

Zhao (Zhaochang) He

Zhaochang He shares how usability testing fell flat in an enterprise product because muscle memory hid real problems, and how open-ended interviews surfaced deeper issues. Useful when classic usability tests look fine but adoption or satisfaction still drag.

Questioning
How to (Not) Sabotage Your Microcopy

Rita N.

Common ways teams sabotage their microcopy and how to avoid them. Useful when your product copy keeps drifting and you want a checklist of pitfalls.

Questioning
10 simple tips to improve your UX writing

Mike Stumpo

Ten quick tips for cleaner UX writing, including active voice, implied 'you', and cutting articles. Useful when you want fast, concrete edits to tighten your interface copy.

Questioning
Microcopy: How to boost conversion with words

Kalina Tyrkiel

Shows how small interface words like placeholders and button labels can lift conversion, with examples like Facebook's 'What's on your mind?'. Useful when you want concrete microcopy moves that affect conversion numbers.

Questioning
Rating Scales in UX Research: The Ultimate Guide

Mads Soegaard

Mads Soegaard runs through rating scales used in UX research and how to pick one. Useful when a researcher is designing a survey and needs to choose the right scale.

Questioning
How to Test Content with Users

Kate Moran

Describes practical ways to test website copy with users, including comprehension, highlighter, and cloze tests. Useful when teams need to check whether wording is clear before shipping it.

Questioning
Testing content and user research

Jonathan Richardson

Jonathan Richardson on testing content as part of user research. Useful when teams overlook content during research.

Questioning
10 copywriting tips with before and after examples

Neal O'Grady

Ten copywriting tips with before-and-after examples to show the difference. Useful when you want quick edits to lift conversion-style copy.

Questioning
Designing Voice and Tone In UX Writing

Vitaly Friedman

How to define voice and tone for UX writing across different product moments. Useful when your product copy feels inconsistent and you need a voice and tone playbook.

Questioning
Maintaining Momentum with Microcopy

Richard Sison

How microcopy keeps user momentum moving through a flow. Useful when users stall in the middle of flows and you suspect copy is part of the problem.

Questioning
Small Words, Big Impact: Creating User-Centered UX Microcopy for Task Success

Denys S.

Shows how small word choices in microcopy shape the user-centered feel of a product. Useful when you want concrete examples of how words change the feel of a UI.

Questioning
Friends, your microcopy doesn't always need to be utterly hilarious

Ben Davies-Romano

Reminder that microcopy doesn't have to be funny to be good and clarity comes first. Useful when your team is overdoing personality at the cost of clarity.

Questioning
The Hardest Questions, Part I: Why Surveys Usually Fail

Arthur Poropat

Argues most surveys fail because the questions are not well designed. Useful when survey results feel weak and you suspect the questions are the cause.

Questioning
Iterative Design of a Survey Question

Feifei Liu

NN/g case showing how iterating on one survey question made the answers far more useful. Useful when survey results feel noisy and you suspect the questions need rework.

Questioning
Don't kiss creativity goodbye! Insights

a creative turned into UX writer, by Lucia Alcayde

Explores how a creative copywriter brings voice and tone into UX writing without sacrificing clarity. Useful when you are setting voice and tone for a product and worry that UX writing kills creativity.

Questioning
Five principles for great interface copywriting

John Zeratsky

Lays out five rules for interface copy: clarity first, personality matters less than you think, just tell users what they need, people do read, and writing is part of design. Useful when you are writing buttons, labels, or product copy and want clear rules to lean on.

Questioning
Survey design best practices: 7 steps to follow

Delighted

Seven-step playbook for designing a clean survey, from goals to launch. Useful when a team is starting a survey from a blank page and wants a step-by-step they can follow.

Questioning
How to Design a Survey (That Actually Gets Good Answers)

Jinwoo Park

Userflow's guide to designing surveys that pull useful answers, with examples of strong and weak questions. Useful when a team is rolling out an in-product survey and wants to avoid wasted asks.

Questioning
Survey design: Best practices and 15 expert tips

Lydia Burns

Typeform's roundup of fifteen survey design tips covering structure, tone, and length. Useful when a team is writing a customer survey in Typeform or any tool and wants quick wins to lift response rates.

Questioning
How to design a good survey: Some best practices

Mani Pande

Lists best practices for designing surveys that get answered and stay clean, with examples from real research projects. Useful when a team is putting together a quarterly survey and wants a quick pre-flight checklist.

Questioning
Questionnaire construction

Wikipedia

Wikipedia overview of how questionnaires are built, including types of questions, scales, and common bias traps. Useful as a quick reference when a team needs the basics before designing or reviewing a survey.

Questioning
The Craft of Designing Surveys

Abhilash Pillai

Treats survey writing as a craft and walks through how to design clean, unbiased questions. Useful when a researcher is teaching a team to write surveys themselves without picking up bad habits.

Questioning
How to write surveys that actually work: lessons from Strava

Rosie Hoggmascall

Shares survey lessons from Strava on how to write questions users actually answer well, with examples of fixes. Useful when a team keeps getting weak survey data and wants concrete ways to rewrite questions.

Questioning
Key Questions to Master the Art of Measuring Customer Experience

Brent Flanders

Frames CX measurement as a set of sharp questions, not a fixed metric, and shows how to ask them across the journey. Useful when a team is past picking metrics and wants to make their CX work more thoughtful and decision-driven.

Questioning
Getting Qualitative Insights: The Power of Thick Data

Lindsay Valve

Lindsay Valve walks through how open-ended survey questions can unlock thick-data quality if designed and coded carefully. Useful when a team plans a survey and you want to add depth without drowning in coded text.

Questioning
30+ user research questions for dashboard design

Taylor Nguyen

Taylor Nguyen lists 32 user research questions for dashboard design, since asking what users want isn't enough - you must understand why and how. Useful as a checklist before running interviews or contextual inquiries.

Questioning