Research & Ethnography
What is unspoken
A nested classificatory hierarchy
Unfinished
Record them all
Recommendations for field notes
In Defense of Browsing
The illustrated guide to a Ph.D.
When users never use the features they asked for
An Article by Austin Z. HenleyWe deployed our tool. Almost no one used it.
The handful that did use it, used it once or twice and barely interacted with it. After a few days, zero people were using it.
Why did they tell me they wanted these features?
Why Most Published Research Findings Are False
A Research Paper by John P.A. IoannidisThere is increasing concern that most current published research findings are false. The probability that a research claim is true may depend on study power and bias, the number of other studies on the same question, and, importantly, the ratio of true to no relationships among the relationships probed in each scientific field. In this framework, a research finding is less likely to be true when the studies conducted in a field are smaller; when effect sizes are smaller; when there is a greater number and lesser preselection of tested relationships; where there is greater flexibility in designs, definitions, outcomes, and analytical modes; when there is greater financial and other interest and prejudice; and when more teams are involved in a scientific field in chase of statistical significance.
How can we develop transformative tools for thought?
A Research Paper by Andy Matuschak & Michael NielsenConventional tech industry product practice will not produce deep enough subject matter insights to create transformative tools for thought.
...The aspiration is for any team serious about making transformative tools for thought. It’s to create a culture that combines the best parts of modern product practice with the best parts of the (very different) modern research culture. You need the insight-through-making loop to operate, whereby deep, original insights about the subject feed back to change and improve the system, and changes to the system result in deep, original insights about the subject.
A hypothesis is a liability
A Research Paper by Itai Yanai & Martin LercherThere is a hidden cost to having a hypothesis. It arises from the relationship between night science and day science, the two very distinct modes of activity in which scientific ideas are generated and tested, respectively [1, 2]. With a hypothesis in hand, the impressive strengths of day science are unleashed, guiding us in designing tests, estimating parameters, and throwing out the hypothesis if it fails the tests. But when we analyze the results of an experiment, our mental focus on a specific hypothesis can prevent us from exploring other aspects of the data, effectively blinding us to new ideas.
Keep digging
An Article by Ryan SingerThe hardest thing about customer interviews is knowing where to dig. An effective interview is more like a friendly interrogation. We don’t want to learn what customers think about the product, or what they like or dislike — we want to know what happened and how they chose... To get those answers we can’t just ask surface questions, we have to keep digging back behind the answers to find out what really happened.
Fast Path to a Great UX – Increased Exposure Hours
An Article by Jared SpoolAs we’ve been researching what design teams need to do to create great user experiences, we’ve stumbled across an interesting finding. It’s the closest thing we’ve found to a silver bullet when it comes to reliably improving the designs teams produce.
The solution? Exposure hours. The number of hours each team member is exposed directly to real users interacting with the team’s designs or the team’s competitor’s designs. There is a direct correlation between this exposure and the improvements we see in the designs that team produces.
Weighing up UX
An Article by Jeremy KeithMetrics come up when we’re talking about A/B testing, growth design, and all of the practices that help designers get their seat at the table (to use the well-worn cliché). But while metrics are very useful for measuring design’s benefit to the business, they’re not really cut out for measuring user experience.
Monkeys testing random designs
A Tweet by Jared SpoolA/B testing is an effective approach to use science to design and deliver deeply-frustrating user experiences.
A/B testing without upfront research is just random monkeys testing random designs to see which of those designs do “best” against random criteria.
If drug testing was actually implemented like most A/B tests, you’d give 2 drugs to 2 groups of people and pick the “winner” by whichever group had fewer deaths.
You and Your Research
A Speech by Richard HammingThis talk centered on Hamming's observations and research on the question "Why do so few scientists make significant contributions and so many are forgotten in the long run?"
The Best Interface is No Interface
"There's an app for that."
Slap an interface on it!
How do you make a better car?
How do you make a better fridge?
How do you make a better trash can?
How do you make a better restaurant?
How do you make a better vending machine?Aim higher
“There’s one more thing you need to do: Aim higher the merely trying to recreate Silicon Valley. You should try to kick our butt instead.” — Guy Kawasaki
This is UX
When you hire someone to generate UI, you won’t get new, innovative solutions. You’ll get more UI, not better UX.
This is UI:
Navigation, sub navigation, menus, drop-downs, buttons, links, windows, rounded corners, shadowing, error messages, alerts, updates, checkboxes, password fields, text inputs, radio selections, text areas, hover states, selection states, pressed states, tooltips, banner ads, embedded videos, swipe animations, scrolling, clicking, iconography, colors, lists, slideshows, alt text, badges, notifications, gradients, pop-ups, carousels, OK.cancel, etc. etc. etc.
This is UX:
People, happiness, solving problems, understanding needs, love, efficiency, entertainment, pleasure, delight, smiles, soul, warmth, personality, joy, satisfaction, gratification, elation, exhilaration, bliss, euphoria, convenience, enchantment, magic, productivity, effectiveness, etc. etc. etc.
The most seamless and wonderful way
I believe our job as designers is to give you what you need as quickly and elegantly as we can. Our job as designers is to take you away from technology. Our job as designers is to make you smile. To make a profit by providing you something that enhances your life in the most seamless and wonderful way possible.
The best interface
Let’s end the confusion between UI and UX. Let’s stop slapping sirens on children’s toys. Let’s prioritize personal goals over addiction. Let’s get our lives and our health back in balance by interacting with the real world instead of staring into a light, checking new notifications. Let’s think beyond screens.
The best result for any technology is to solve meaningful problems in impactful ways.
The best design reduces work.
The best computer is unseen.
The best interaction is natural.
The best interface is no interface.Adapt
Digital products can do so much more than have a fancy front end.
Even if your company’s core product is an interface, not everything that comes after has to be an interface. If things were that rigid, Apple Computer, the personal computer company, would never become Apple Inc., the world’s largest consumer electronics company. If companies didn’t go after opportunities beyond what they do today, Netflix would still be mailing DVDs in red envelopes.
Great thinkers adapt. Great companies offer their customers the best possible solutions, whether they have a graphical user interface or not.
Let them serve us
Instead of us serving computers,
let computers serve us.Forgetting
Inactivity could be another automatic trigger to erase any stored information. If they haven’t utilized the system in a long time, their food data could automatically clear. With so many services out there trying to grab out attention, knowing that a system collecting more general information will just forget everything it knows about you if you don’t use it for a long time might ease the resistance to trying out the new software in the first place.