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?"
Cubed
A dry, husky business
Despite the furor over their aggressive unmanliness, clerks, and with them the office, crept silently into the world of nineteenth-century America. Moral philosophers were mostly preoccupied with the clang of industrialization and its satanic mills, and most regarded as negligible the barely audible scratch of pens across ledgers and receipts that characterized the new world of clerical work. It was only a “dry, husky business,” as the narrator of Bartleby had it.
A segment of the enormous file
As office buildings grew taller, and flammability became a problem, steel file cabinets replaced wooden ones – the tall cabinets mimicking the shape of the skyscraper, such that the “file” seemed to be a metaphorical stand-in for the office itself. “Each office within the skyscraper,” C. Wright Mills would argue some years later, “is a segment of the enormous file, a part of the symbolic factory that produces the billion slips of paper that gear modern society into its daily shape.” Aldous Huxley, in his dystopian novel Brave New World, could imagine no more powerful symbol of a totally bureaucratized world than the idea of each person having his or her name on a file.
Taylorism
“In the past the man has been first. In the future the system must be first.” — Fred W. Taylor
Taylorism was a way of thinking that came at the expense of the workers’ own knowledge of their system. Taylor summed up his philosophy thus:
“It is only through enforced standardization of methods, enforced adoption of the best implements and working conditions, and enforced cooperation that this faster work can be assured. And the duty of enforcing the adoption of standard and enforcing this cooperation rests with the management alone.”
The unscripted practices of the old offices would remain, but as a kind of subterfuge: in the future, a leisurely pace wouldn’t be the norm; time would not be given, but stolen.
Divided against itself
By separating knowledge from the basic work process (“the separation of conception from execution,” as Harry Braverman once put it), in the factory as well as the office, the ideology of Taylorism all but ensured a workplace divided against itself, both in space and in practice, with a group of managers controlling how work was done and their workers merely performing that work.
Somewhat more dangerously, this division put into serious doubt the notion that office workers were, as a whole, on the way up. It became increasingly clear from the shape of the offices themselves, and from the distance between the top and the bottom rungs of the “ladder”, that some workers were never going to join the upper layers of management. For some, work was always, frankly, going to suck.
Form follows finance
The formula that Sullivan coined to explain this individualist-conformist principle has become a commonplace of architectural history: “Form follows function.” The envelope of the building was to reflect no particular style, no empty ideal, but rather, with as pure a transparency as possible, the shape and feel of the interior. It was the office that determined the skyscraper – a fact that might have had a beneficial effect on the form of the office itself.
But the result was the opposite: few conceptions of the office have had a more deleterious effect on the human work environment. The title of an influential work by the architectural historian Carol Willis gives us a better, if less palatable, explanation: Form follows Finance. For by and large, making an office “functional” had less to do with making it serve the needs of a particular corporation and much more with serving any corporation. The point was not to make an office building per specification of a given company, but rather to build for an economy in which an organization could move in and out of a space without any difficulty. The space had to be eminently rentable.
Serendipity
This was not meant to be like Bell Labs; there were no expectations that the clerical workers would run into their managers in a “serendipitous encounter” and produce a new innovation. The ideas was rather to create a workplace in which status barriers seemed to dissolve, in which participation and friendliness all around made the work environment look less like the white-collar factory it was.
Office survival
“The caveman was undoubtedly very pleased to find a good cave but he also undoubtedly positioned himself at the entrance looking out. Protect your back but know what is going on outside is a very good rule for survival. It is also a good survival rule for life in offices.” — Robert Propst, The Office: A Facility Based on Chicago
The office landscape
An organic, almost forest-like office layout.
There is an affinity with certain planned “landscapes” of the natural world – namely, the classic Italian Baroque garden. In the sample plans the Schnelle brothers devised, the arrangement of desks seems utterly chaotic, totally unplanned – a mess, like a forest of refrigerator magnets. But, as with the seemingly “wild” overgrowth of a “natural” garden, the office landscape is more thoroughly planned than any symmetrical and orderly arrangement of desks. Imaginary lines wend their way around every cluster, delineating common pools of activity; between and through the undergrowth of clusters are invisible, sinuous paths of work flow.
Open-plan the world
In the end, noise would always be a problem, when quiet was not placed at a premium. Interaction and communication were conceived of as norms in the landscaped office; introspection and concentration were sidelines. In the rush to open-plan the world, some crucial values for the performance of work were lost.
The cubicle
The cubicle had the effect of putting people close enough to each other to create serious social annoyances, but dividing them so that they didn’t actually feel that they were working together. It had all the hazards of privacy and sociability but the benefits of neither. It got so bad that nobody wanted them taken away; even those three walls offered some kind of psychological home, a place one could call one’s own. All these factors could deepen the frenzied solitude of an office worker.
Chilled-out anxiety
Working in the typical dot-com office was an admixture of frenetic pace and a relaxed overall atmosphere, exemplifying that chilled-out anxiety which was the general mood of the 1990’s.
A resource
The office, Chiat argued, had become the site of a turf war, not a place to do work. Changing the office “means focusing on doing great work instead of focusing on agency politics,” he argued. “You come to work because the office is a resource.”