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.
Gods of the Word
Imagine that we had no voice and no tongue
Socrates: Imagine that we have no voice and no tongue, but want to communicate with one another. Wouldn’t we like the deaf and the dumb make signs with the hands and the head and the rest of the body?
Hermogenes: There would be no choice, Socrates.
Socrates: We would imitate the nature of the thing: lifting the hands to heaven would mean lightness and upwardness. Heaviness and downwardness would be expressed by letting them drop toward the ground...
Hermogenes: I don’t see that we could do anything else.
Socrates: And when we want to express ourselves with the voice or tongue or mouth, the expression is simply their imitation of what we want to express?
Hermogenes: I think, it must be so.My name
“I am the utterance of my name.”
— Thunder, Perfect Mind, The Nag Hammadi Library
Reference and Is-ness
There are at least two aspects to what we have traditionally called the meaning of a word. One aspect is reference, and the other is something I will call ‘inherent meaning’ following Ullman (1963). Inherent meaning is ‘Is-ness’ meaning. Inherent meaning is a word’s identity, and reference merely its resumé, where it has gone and what it has done, an itemization of its contexts. ‘Is-ness’ is unifying. Each word has a single pronunciation, a single inherent meaning. But reference is divisive. It makes what was one thing – the word – appear to be many things – its senses. It is inherent meaning which gives all those multifarious senses the power of being a single word.
It flows out and fills
This deeper meaning of a word isn’t confined to what we think of as a dictionary definition. Rather it flows out and fills all the space available to it. Although a basic sense does affect the dynamics of a word, it has no power over its essence. Like the captain of a ship, it can control the crew’s actions, but not their minds. Each word has an aspect of meaning which lies deeper than any of its senses, and it is fundamentally on this meaning that all the senses depend.
No less than a Zeus
I too am a true believer in the autonomy of the archetype. A
/t/
or an/h/
is no less than a Zeus. The consonants are not essentially physical, but they live, evolve and influence human affairs. We overlook something essential if we deny that they can get up and walk around. This is not to say that their existence is independent of the human psyche. But then everything depends on everything.Like a prism
When you look at phonemes, you look through the perspective of morphemes, which are one linguistic level higher. The higher level is like a prism that splits the light in two. What was one thing, like ‘length’ at the phoneme level, looks like two opposite things ‘long’ and ‘short’ from the perspective of the morphemes. In practice, when you find both a word and its opposite, then the phoneme is not about either of these two things, but about what is common to them.
Fracturing
If we step back and view from afar this process of One-ness and Is-ness to fracturing and interpretation – of inherent meaning to reference, it follows that what lies at the foundation of language is simply what it is – sound – free of reference and interpretation. What makes what we know as language from its sound is fracturing and interpretation or using a word for a function other than what it simply is.
To evolve the language itself
So in the process of talking, we might say we are putting words in slightly new contexts, and then testing them against our peers to see if our experiment in juxtaposition had ‘meaning. If we succeed, we have introduced new contexts for the words we use. These contexts will be taken up by our listeners, and will gradually become clearly enough defined to be thought of as referents. Once our words gain new referents, they start affecting the underlying phonosemantic structure of the language, the clustering patterns, the network of semantic relations. That is, the purpose of talking in the long run is to evolve the language itself.
Scooting over
There is at this point no evidence that acquired characteristics can be inherited. It is held that all changes to a genome are random, and cannot be subject to any higher principle. However, when a word is used in a new context, as it is whenever we say something new, a new sense is permitted. This does affect the phonosemantic structure, the linguistic DNA. Words in the vicinity of this word ‘scoot over’ to make room and allow themselves to be influenced by its philosophy. The language itself is now different.
The element becomes a sign
Each unit can be seen purely as form, as what it is. Or it can be viewed as having a function. Its function is only understandable within the next higher level of organization. And in every case, function must succumb to the constraints of form. Once this worldly function is assigned, the element becomes a ‘sign’. It falls into the realm of concept. There is a mapping from one thought system to another.
The demand of a new word
Why are these phonosemantic classes enough, and we need neither more nor less? Why are these consonants enough, and we need neither more nor less? What determines the need for a new word? How is this demand ‘felt’ by a language? How did the metabolic pathways of American English recognize that ‘jerk’ and ‘twerp’ and ‘punk’ and ‘nitwit’ and ‘dork’ and ‘ass’ and ‘goon’ and ‘twit’ and ‘dodo’ and ‘bum’ and ‘nerd’ and ‘dunce’ and ‘turd’ and ‘boob’ and ‘chump’ and ‘bitch’ and ‘bastard’ and ‘prude’ and so on and so forth simply were not equal to the task? We had to add ‘turkey’ and ‘squirrel’ as well?