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.
On Love
Not knowing quite what they mean
"Do you understand all the symbolism?"
"Not really, besides its being Venus and Cupid."
"I didn't even know that, so you're one up on me. I wish I'd read more about ancient mythology," she continued. "But actually, I like looking at things and not knowing quite what they mean."
We're not children, you know
We're not children, you know.
And with these words, she placed her lips on mine and we embarked on one of the longer and more beautiful kisses mankind has ever known.
To think
Few things are as antithetical to sex as thought. Sex is instinctive, unreflective, and spontaneous, while thought is careful, uninvolved, and judgmental. To think during sex is to violate a fundamental law of intercourse.
A cruel paradox
When we look at someone (an angel) from a position of unrequited love and imagine the pleasures that being in heaven with them might bring us, we are prone to overlook a significant danger: how soon their attractions might pale if they began to love us back. We fall in love because we long to escape from ourselves with someone as ideal as we are corrupt. But what if such a being were one day to turn around and love us back? We can only be shocked. How could they be as divine as we had hoped when they have the bad taste to approve of someone like us? If in order to love we must believe that the beloved surpasses us in some way, does not a cruel paradox emerge when we witness this love returned? "If s/he really is so wonderful, how could s/he love someone like me?"
Shoes
It was perhaps a pedantic matter over which to come to such a decision, but shoes are supreme symbols of aesthetic, and hence by extension psychological, compatibility. Certain areas and coverings of the body say more about a person than others: shoes suggest more than pullovers, thumbs more than elbows, underwear more than overcoats, ankles more than shoulders.
I marshmallow you
Then I noticed a small plate of complimentary marshmallows near Chloe's elbow and it suddenly seemed clear that I didn't love Chloe so much as marshmallow her. What it was about a marshmallow that should suddenly have accorded so perfectly with my feelings toward her, I will never know, but the word seemed to capture the essence of my amorous state with an accuracy that the word 'love', weary with overuse, simply could not aspire to.
From then on, love was, for Chloe and me at least, no longer simply love, it was a sugary, puffy object a few millimeters in diameter that melts deliciously in the mouth.
A social animal
What does it mean that man is a "social animal"? Only that humans need one another in order to define themselves and achieve self-consciousness, in a way that mollusks and earthworms do not. We cannot come to a proper sense of ourselves if there aren't others around to show us what we're like.
"A man can acquire anything in solitude except a character," wrote Stendhal.
Possible lives
Watching Alice talk, light a candle that had blown out, rush into the kitchen with the plates, or brush a strand of blonde hair from her face, I found myself falling victim to romantic nostalgia, which descends whenever we are faced with those who might have been our lovers, but whom chance has decreed we will never properly know. The possibility of an alternative love story is a reminder that the life we are leading is only one of a myriad of possible lives, and it is the impossibility of leading them all that plunges us into sadness.
The threat of happiness
Dr. Saavedra had diagnosed a case of anhedonia, a disease defined by the British Medical Association as a reaction remarkably close to mountain sickness resulting from the sudden terror brought on by the threat of happiness. It was a common disease among tourists in this region of Spain, faced in these idyllic surroundings with the sudden realization that earthly happiness might be within their grasp, and prey therefore to a violent physiological reaction designed to counteract such a daunting possibility.
I don't see a wall
"I don't know, really. It's just a sense I have that ever since about the middle of September, we haven't really been communicating. It's like there's a wall between us and you're refusing to acknowledge it's there."
"I don't see a wall."
"That's what I mean. You're refusing to admit there was ever anything other than this."
"Than what?"
Romantic terrorism
Once a partner has begun to lose interest, there is apparently little the other can do to arrest the process. Like seduction, withdrawal suffers under a blanket of reticence. The very breakdown of communication is hard to discuss, unless both parties have a desire to see it restored.
This leaves the lover in a desperate situation. Honest dialogue seems to produce only irritation and smothers love in the attempt to revive it. Desperate to woo the partner back at any cost, the lover might at this point be tempted to turn to romantic terrorism, the product of irredeemable situations, a gamut of tricks (sulking, jealousy, guilt) that attempt to force the partner to return love, by blowing up (in fits of tears, rage, or otherwise) in front of the loved one. The terroristic partner knows he cannot realistically hope to see his love reciprocated, but the futility of something is not always (in love or in politics) a sufficient argument against it.
Certain things are said not because they will be heard, but because it is important to speak.
Walls
As the plane pierced through the clouds, I tried to imagine a future: a period of life was coming brutally to an end, and I had nothing to replace it with, only a terrifying absence.
What would life mean from now on? Though we continued holding hands, I knew how Chloe and I would watch our bodies grow foreign to each other. Walls would be build up, the separation would be institutionalized, I would meet her in a few months or years, we would be light, jovial, masked, dressed for business, ordering a salad in a restaurant—unable to touch what we were now revealing: the sheer human drama, the nakedness, the dependency, the unalterable loss. We would be like an audience emerging from a heart-wrenching play but unable to communicate any of the emotions they had felt inside, able only to head for a drink at the bar, knowing there was more, but unable to touch it.
In order that
No philosophy is further from the thought that what happens to us is random than psychoanalysis. I did not simply love Chloe and then she left me. I loved Chloe in order that she would leave me. It was not for the shape of her smile or the liveliness of her mind that I had chosen Chloe. It was because the unconscious, perverse casting director of my life had recognized in her a suitable character to leave the stage after inflicting the requisite amount of suffering.
The significance of love's burden
There is an Arabic saying that the soul travels at the pace of a camel. While most of our self is led by the strict demands of timetables and diaries, our soul, the seat of the heart, trails nostalgically behind, burdened by the weight of memory. If every love affair adds a certain weight to the camel's load, then we can expect the soul to slow according to the significance of love's burden.
What does wisdom counsel?
We start trying to be wise when we realize that we are not born knowing how to live, that living one's life is a skill that has to be acquired, like learning to ride a bicycle or play the piano. But what does wisdom counsel us to do? It tells us to aim for tranquility and inner peace, a life free from anxiety, fear, idolatry, and harmful passions. Wisdom teaches us that our first impulses may not always be trustworthy, and that our appetites will lead us astray if we do not train reason to separate vain from genuine needs.
Once again begun to fall
Such lessons appeared all the more relevant when Rachel accepted my invitation for dinner the following week, and the very thought of her began sending tremors through the region the poets have called the heart, tremors that I knew could have meant one thing only—that I had once again begun to fall.