The UX Research reckoning is here | Judd Antin (Airbnb, Meta)
Executive Summary
Judd Antin presents his views on research scope, decision impact, early involvement, ongoing partnerships, business context and willingness to challenge assumptions. Selected third-party transcript coverage excludes sponsor reads, layoff and economic explanations, numerical prevalence claims and other company-history passages. These are his management views, not established universal findings. Untimed editorial topics are not video chapters.
Key Takeaways
Separate research by its purpose
Antin distinguishes macro, middle-range and micro research. Macro work looks ahead at strategic questions; micro work focuses on specific product details and evaluation. This is his framework for discussing the work, not a claim that every research project fits neatly into one box.
Ask which decision the work can change
His concern with middle-range research is that interesting insights may be hard to turn into a product or business decision. He also says this work can be valuable in some companies. The useful test is whether the question is pointed enough to inform a real choice, not whether it carries the wrong label.
Bring researchers in early
Antin argues for researchers participating from the beginning rather than receiving a request at the end. Earlier involvement helps them shape the question as well as collect answers. An end-stage service model can prevent them from influencing the decision the work was meant to support.
Build an ongoing relationship
He describes consistent participation and relationships as the alternative to reactive requests. A researcher can contribute existing insights during product discussions and then investigate a focused gap. Treating each study as an isolated transaction loses that continuity.
Connect user needs with business goals
Antin does not propose abandoning empathy. He asks researchers to be explicit about the overlap between user value and business value. Understanding the team's strategy, goals and measures helps explain why a research question matters to the decision.
Avoid research as a symbolic checkbox
He calls work that signals customer focus without a willingness to learn user-centered performance. His example is a late request merely to validate a choice that is already effectively settled. Research needs room to change the decision, not only to decorate it.
Look for evidence that challenges the belief
Antin contrasts validation with trying to find where an assumption is wrong. The aim is to identify how a choice is off base so the team can correct it. A useful research mindset welcomes an answer that contradicts the preferred plan.
The Conversation Breakdown
Separate research by its purpose
⏱ Untimed topicAntin distinguishes macro, middle-range and micro research. Macro work looks ahead at strategic questions; micro work focuses on specific product details and evaluation. This is his framework for discussing the work, not a claim that every research project fits neatly into one box.
Ask which decision the work can change
⏱ Untimed topicHis concern with middle-range research is that interesting insights may be hard to turn into a product or business decision. He also says this work can be valuable in some companies. The useful test is whether the question is pointed enough to inform a real choice, not whether it carries the wrong label.
Bring researchers in early
⏱ Untimed topicAntin argues for researchers participating from the beginning rather than receiving a request at the end. Earlier involvement helps them shape the question as well as collect answers. An end-stage service model can prevent them from influencing the decision the work was meant to support.
Build an ongoing relationship
⏱ Untimed topicHe describes consistent participation and relationships as the alternative to reactive requests. A researcher can contribute existing insights during product discussions and then investigate a focused gap. Treating each study as an isolated transaction loses that continuity.
Connect user needs with business goals
⏱ Untimed topicAntin does not propose abandoning empathy. He asks researchers to be explicit about the overlap between user value and business value. Understanding the team's strategy, goals and measures helps explain why a research question matters to the decision.
Avoid research as a symbolic checkbox
⏱ Untimed topicHe calls work that signals customer focus without a willingness to learn user-centered performance. His example is a late request merely to validate a choice that is already effectively settled. Research needs room to change the decision, not only to decorate it.
Look for evidence that challenges the belief
⏱ Untimed topicAntin contrasts validation with trying to find where an assumption is wrong. The aim is to identify how a choice is off base so the team can correct it. A useful research mindset welcomes an answer that contradicts the preferred plan.
Core Frameworks & Ideas
Macro, middle-range and micro
Antin separates strategic questions, broad user understanding and focused product evaluation to discuss the purpose of research.
Decision-linked research
Frame the question around a real choice and involve the researcher before the choice is settled.
Falsification mindset
Seek evidence that challenges the assumption rather than only confirms it.
Actionable Next Steps
- ✓Name the decision a research question should inform.
- ✓Include the researcher before the plan is settled.
- ✓Connect the question to a user need and a business goal.
- ✓Write down what evidence would change the preferred choice.
Notable Quotes
“As long as research is a service discipline, I think we're going to be stuck in this spot.”
“We don't validate, we falsify. We are looking to be wrong.”
“It's work we do to signal to each other how customer obsessed we are, not because we want to make a different decision.”
The One Thing to Remember
Ask what decision the research can change, and leave room for the answer to contradict the preferred plan.