Our Quantified Life
The primary measure of progress
SAFe is oriented around volume, not value
Outcomes decide
Design as an engineering problem
Obsessed with absolute numbers
Lost purposes
The case against heatmaps
It's All Over
An Essay by Justin E. H. SmithIt has come to seem to me recently that this present moment must be to language something like what the Industrial Revolution was to textiles. A writer who works on the old system of production can spend days crafting a sentence, putting what feels like a worthy idea into language, only to find, once finished, that the internet has already produced countless sentences that are more or less just like it, even if these lack the same artisanal origin story that we imagine gives writing its soul. There is, it seems to me, no more place for writers and thinkers in our future than, since the nineteenth century, there has been for weavers.
Time-based analytics
An Article by Ryan SingerAnalytics apps don't tell you much about usage behavior. You might be able to see how many users performed an event, or how many times they did it. But none of the analytics packages out there are good at showing you how often people do things. Are they using to-dos once a week? Every day? Only signing into the app once a month but happily paying for years?
Time matters. You can't understand usage without time.
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.
Metrics have a strange hold on the imagination
A Fragment by Shawn WangOnce in place, metrics have a strange hold on the imagination: I've seriously had a CTO carelessly reject my genuine idea out of hand because "it doesn't help OKRs", the same OKRs we previously agreed should not describe all that we do.
I agree with Amir Shevat that we should "do the right things over the easy to measure things."
How would you feel if you could no longer use the product?
An ArticleThe product/market fit definitions I had found were vivid and compelling, but they were lagging indicators — by the time investment bankers are staking out your house, you already have product/market fit. Instead, Ellis had found a leading indicator: just ask users “how would you feel if you could no longer use the product?” and measure the percent who answer “very disappointed.”
Site performance is potentially the most important metric
A Fragment by Kealan ParrSite performance is potentially the most important metric. The better the performance, the better chance that users stay on a page, read content, make purchases, or just about whatever they need to do. A 2017 study by Akamai says as much when it found that even a 100ms delay in page load can decrease conversions by 7% and lose 1% of their sales for every 100ms it takes for their site to load which, at the time of the study, was equivalent to $1.6 billion if the site slowed down by just one second.
The McNamara fallacy
A DefinitionThe McNamara fallacy, named for Robert McNamara, the US Secretary of Defense from 1961 to 1968, involves making a decision based solely on quantitative observations (or metrics) and ignoring all others. The reason given is often that these other observations cannot be proven.
The fallacy refers to McNamara's belief as to what led the United States to defeat in the Vietnam War—specifically, his quantification of success in the war (e.g., in terms of enemy body count), ignoring other variables.
Artifice, blindness, and suicide
A QuoteThe first step is to measure whatever can be easily measured. This is OK as far as it goes. The second step is to disregard that which can't be easily measured or to give it an arbitrary quantitative value. This is artificial and misleading. The third step is to presume that what can't be measured easily really isn't important. This is blindness. The fourth step is to say that what can't be easily measured really doesn't exist. This is suicide.
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.
Predicted Mean Vote
A DefinitionThe predicted mean vote (PMV) was developed by Povl Ole Fanger at Kansas State University and the Technical University of Denmark as an empirical fit to the human sensation of thermal comfort. It was later adopted as an ISO standard. It predicts the average vote of a large group of people on the a seven-point thermal sensation scale where:
- +3 = hot
- +2 = warm
- +1 = slightly warm
- 0 = neutral
- -1 = slightly cool
- -2 = cool
- -3 = cold
What Do Metrics Want? How Quantification Prescribes Social Interaction on Facebook
A Research Paper by Benjamin GrosserWhat are the effects of this enumeration, of these metrics that count our social interactions? In other words, how are the designs of Facebook leading us to act, and to interact in certain ways and not in others? For example, would we add as many friends if we weren’t constantly confronted with how many we have? Would we “like” as many ads if we weren’t told how many others liked them before us? Would we comment on others’ statuses as often if we weren’t told how many friends responded to each comment?
In this paper, I question the effects of metrics from three angles. First I examine how our need for personal worth, within the confines of capitalism, transforms into an insatiable “desire for more.” Second, with this desire in mind, I analyze the metric components of Facebook’s interface using a software studies methodology, exploring how these numbers function and how they act upon the site’s users. Finally, I discuss my software, born from my research-based artistic practice, called Facebook Demetricator (2012-present). Facebook Demetricator removes all metrics from the Facebook interface, inviting the site’s users to try the system without the numbers and to see how that removal changes their experience. With this free web browser extension, I aim to disrupt the prescribed sociality produced through metrics, enabling a social media culture less dependent on quantification.
Wittgenstein's Mistress
- I think very well of him indeed
- A perfect circle
- The Eiffel Tower
- Ceci n'est pas une pipe
- Erased de Kooning Drawing
I think very well of him indeed
When I was still doubtful as to his ability, I asked G.E. Moore for his opinion. Moore replied, ‘I think very well of him indeed.’ When I enquired the reason for his opinion, he said that it was because Wittgenstein was the only man who looked puzzled at his lectures. — Bertrand Russell
A perfect circle
Once, being asked to submit a sample of his work, what Giotto submitted was a circle.
Well, the point being that it was a perfect circle.
And that Giotto had painted it freehand.The Eiffel Tower
When the sun had gotten to the angle from which Phidias had taken his perspective, the Parthenon almost seemed to glow.
Actually, the best time to see that is generally also at four o’clock.
Doubtless the taverns from which one could see that did better business than the taverns from which one could not, in fact, even though they were all in the same street.
Unless of course the latter were patronized by people who had lived in Athens long enough to have gotten tired of seeing it.
Such things can happen. As in the case of Guy de Maupassant, who ate his lunch every day at the Eiffel Tower.
Well, the point being that this was the only place in Paris from which he did not have to look at it.Ceci n'est pas une pipe
There is nobody at the window in the painting of the house, by the way.
I have now concluded that what I believed to be a person is a shadow.
If it is not a shadow, it is perhaps a curtain.
As a matter of fact it could actually be nothing more than an attempt to imply depths, within the room.
Although in a manner of speaking all that is really in the window is burnt sienna pigment. And some yellow ochre.
In fact there is no window either, in that same manner of speaking, but only shape.
So that any few speculations I have made about the person at the window would therefore now appear to be rendered meaningless, obviously.
Unless of course I subsequently become convinced that there is somebody at the window all over again.
I have put that badly.Erased de Kooning Drawing
Once, Robert Rauschenberg erased most of a drawing by Willem de Kooning, and then named it Erased de Kooning Drawing.
I am in no way certain what this is connected to either, but I suspect it is connected to more than I once believed it to be connected to.
The cat
The cat I began to think about instead was the cat outside of the broken window in the room next to this one, at which the tape frequently scratches when there is a breeze.
Which is to say that I was not actually thinking about a cat either, there being no cat except insofar as the sound of the scratching reminds me of one.As there was, or is, no person at the window in the painting of this house.
It is still a house
Perhaps even the very house which I burned to the ground contained such examples, even though it would obviously not contain them any longer, no longer being a house.
Well, it is still a house.
Even if there is not remarkably much left of it, I am still prone to think of it as a house when I pass it in taking my walks.
There is the house I burned to the ground, I might think. Or, soon I will be coming to the house that I burned to the ground.The image of reality
Leonardo wrote in his notebooks backwards, from right to left, so that they had to be held up to a mirror to be read.
In a manner of speaking, the image of Leonardo’s notebooks would be more real than the notebooks themselves.Equidistance
Once, in the Rijksmuseum, I brought in new speakers for my phonograph. What the directions told me to do was make certain that the two speakers were equidistant from each other.
One certainly had to wonder what the person who wrote the instructions could have believed he meant by that.A strange calligraphy
Along the sand there will be frisky shadows, that will dance and fall away.
Or, if there is snow, the flames will write a strange calligraphy against the whiteness.Van Gogh
One of the things people generally admired about Van Gogh, even though they were not always aware of it, was the way he could make even a chair seem to have anxiety in it. Or a pair of boots.
The meaning of music
Once, somebody asked Robert Schumann to explain the meaning of a certain piece of music he had just played on the piano.
What Robert Schumann did was sit back down at the piano and play the piece of music again.
Good morning, Vincent
Perhaps I shall name the cat that scratches at my broken window Van Gogh.
Or Vincent.
One does not name a piece of tape, however.
There is the piece of tape, scratching at my window. There is Vincent, scratching at my window.Good morning, Vincent.
The illusion of anxiety
Or because of hormones.
And so which would not really have been anxiety at all, but only an illusion.
Even if one would certainly be hard put to explain the difference between an illusion of anxiety and anxiety itself.Somebody is living on this beach
Once, I had a dream of fame.
Generally, even then I was lonely.
To the castle, a sign must have said.
Somebody is living on this beach.