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.
My Life as an Architect in Tokyo
World renowned architect Kengo Kuma presents an enlightening tour of Tokyo, expressing his personal thoughts and reflections on the city's most influential buildings and its rich architectural heritage.
A collection of villages
I became a 'border person', as defined by the sociologist and philosopher Max Weber, viewing Tokyo from an outsider's perspective. Observing the city while walking around its streets enabled me to discover a wide variety of location, cultures and people, and that Tokyo is a collection of small villages, rather than one big city.
...When I design a building in any city, I believe that the world is a collection of villages, instead of a group of nations.
Low wooden silhouettes
While [Kenzo] Tange aspired to verticality, we looked to horizontality, believing that pre-1964 Tokyo, with its low wooden silhouettes, was a better model for the city of the future.
Occupied by a void
Roland Barthes wrote that the centre of Tokyo is occupied by a void...it is a quiet forest that lies at Tokyo's heart.
...The centre of Tokyo is certainly a void, but one that is protected by a circular train line, the Yamanote, which forms a 40-km (25-mile) loop around it. It seems to me that this ring of steel emphasizes the importance of the void, and the depth of its significance.
Such an enormous machine
In cities across the world, industrial zones beside rivers and canals have become the focus of attention, with their unique vivacity associated with places where things are made.
...Because the area is designated as a semi-industrial zone, we were able to get away with such an enormous machine inside [the Starbucks Reserve Roastery].
A more spiritual place
In the centre of the forest is the sandō, leading up to the shrine. It follows an L-shaped curve, and is very different to the straight processional pathways found in religious buildings in the West or in China. Curves ensure that the view changes constantly, helping visitors make the transition to a deeper, more spiritual place.
The building as less important than the path
In the design of Japanese tea houses, the building is seen as less important than the path (roji) leading up to it, and tea masters of the past believed that the journey along the roji allowed participants to better immerse themselves in the slow time of the tea ceremony.
The gentle light of shoji screens
Le Corbusier, the greatest architect of the last century, noted that 'architecture is the learned game, correct and magnificent, of forms assembled in light', demonstrating to what extent light has been prioritized in the Western tradition. Tanizaki, on the other hand, spoke of the important of shadows, of extended eaves. Rather than the light that shines directly into a room, he praised the soft light that penetrates a space after being reflected off the floor, and again from the ceiling.
...In Japanese architecture, the gentle light that passes through shoji screens serves a key purpose. It reaches right to the back of the room, so that the space feels bright, even without the aid of artificial light. The soft light filtering through the white film at Takanawa Gateway Station represents a form of light that was forgotten about by Japanese Modernism.
The thin lip of a teacup
To give the building a sense of the delicacy associated with such crafts, as well as a feeling of warmth, I designed louvres from white porcelain panels, and used them to cover the outer walls. The louvres are tapered, to make their tips as fine as possible. (In fact, making tips as thin as possible is one of my key design principles: the thin lip of a teacup allows a better experience of the subtleties of tea - this is always at the forefront of my mind when I pay such close attention to edges.)
Skyscrapers are frowned upon
During the twentieth century, much importance was attached to things that were big and tall, but, as we moved into the twenty-first century, I felt that being big and tall had become embarrassing.
...Today, skyscrapers are frowned upon in Japan, and are seen as the product of the mistaken mindset that prevailed during the country is period of enhanced growth.
The Metabolist philosophy
Tange put Tsukiji as the centre of his plan, which now seems grandiose and delusional. His design for the Dentsu building had much in common with the Metabolist philosophy of the 1960s, which maintained that buildings needed to continually evolve in a flexible way.
...With [the Nakagin Capture Tower], Kurokawa's Metabolist philosophy was fully realized. After it was completed, however, it became almost impossible to switch over the capsules - indeed, since its completion, not one of the capsules has been moved. As a result, the Metabolist movement has been forgotten. Yet its core principles, which sought to draw architectural lessons from living organisms, has much inspiration to offer society today.
A city of hills
Many of the stations [on the Yamanote Line] have one entrance on the uphill side and another lower down, and the neighbourhoods around them have a totally different feel, depending on which exit you use to leave the station.
The hilly areas in Tokyo are mostly made up of quiet, well-to-do residential districts, while the lower sections often have more of a populist feel, with shopping arcades and small urban factories. As a result, the atmosphere outside the entrances are dramatically different in character. Take the wrong exit, and you might find yourself lost in a completely different kind of neighbourhood than you were expecting. In Tokyo, elite and working-class cultures exist alongside one another and mix together. I think the fundamental cause of this is the complexity of the city's topography.
...Tokyo is a city of hills, with most of it lying on an alluvial plain between the Tama and Kanda rivers. It is via these hills that the upland, elite neighbourhoods are connected with the more working-class areas down below. The slopes are thus a key part of the co-existence of these two worlds, used by people to come and go between them. Kagurazaka is particularly notable in this respect.
They can smell the wood
All of the wooden shelves used for storing books were on the warehouse's first floor. We decided to keep these shelves as they were to form a library, and we also created a small lecture hall for holding talks by writers and makers. Although contemporary society is moving away from books and towards computers and information technology, people nevertheless have a strong feeling of connection to – and nostalgia for – trees and things that are made from wood. La kagu is a space where visitors can really get a sense of the culture of books. When they step inside, some even say that they can smell wood.
As a kind of gateway
Historically, Japan's shrines have been built in order to worship the gods who live in the sacred mountains or seas; They don't reside in the shrine itself, but in the space beyond it. This belief that the spirits and deities exist beyond the confines of the shrine, and that the shrine itself acts not as a centre, but as a kind of gateway, is very different to the grand, imposing churches and cathedrals of Christianity.
The majority of shrines are not found in the mountains or in the middle of the fields, therefore, but at the borders of mountain villages – which is to say, at what is seen as the edge of the mountains. The tori gate, marking the entrance to a shrine, indicates that there are gods on the other side of it.
The golden poo
On the opposite bank of the Sumida River lies the Asahi Beer headquarters (1989), a strange building with a golden sculpture mounted on top of a granite-plated black box. It was designed by Philippe Starck, and completed in 198g when the Japanese economy was still going strong. The sculpture, with no clearly defined use, is a clear representation of its time. Today, the building is known as the 'golden poo', a reference to the shape of its crowning object.
Like crossing the sea
The Sumida is a symbol of Tokyo, but is not like the Thames in London or the Seine in Paris, or other rivers that are woven into the geography of the city. Its banks were pushed back, so that the river became extremely wide and travelling across it feels liberating, like crossing the sea.
These thrown-away items
I decided to furnish the restaurant [Tetchan] with the kinds of discarded items one wouldn't normally use in interior design, from recycled LAN cables to acrylic by-products.
When using discarded objects in interior design, it gives even brand-new places the feeling that they have always been there. I think this is due to the inherent history of these thrown-away items, which lives on inside of them.
Kengo Kuma's sketches