The Machinery of Misfortune: On Jessie Singer's Radical Reclassification of How We Die

There is a word we reach for when someone dies and we don’t want to think too hard about why. The word is accident. It arrives like a period at the end of a sentence that was never really a question. It tells us: this was random, this was fate, move along. Jessie Singer’s extraordinary book takes that word apart, letter by letter, and reveals it as something far more sinister than a description. It is, she shows us, a technology of absolution — a machine for converting preventable deaths into acts of God.

The book opens with a death. Singer’s best friend Eric was killed by a driver while cycling in Manhattan. The police classified it as an accident. The driver told his story first. Eric — who was dead — told no story at all. This asymmetry, Singer realizes, is not incidental. It is the architecture of every accident:

In accidents, power, in all its forms, be it a fast car or a plea deal, decides which story we hear. Across the United States, and across history, I found this as a common marker of accidents. The people who tell the story are always the powerful ones, and the powerful ones are rarely the victims.

From this personal wound, Singer builds an argument of devastating scope. She traces a single thread — who controls the narrative after someone dies — through factory fires, car crashes, nuclear meltdowns, opioid overdoses, and gun deaths. In every case, the same pattern emerges: the powerful call it an accident, the dead can’t disagree, and nothing changes.

The Deaths That Disappear

The sheer scale of what Singer is describing is staggering. More Americans die by accident each year than by stroke, Alzheimer’s, diabetes, or terrorism. And yet:

More people die by accident today than at any time in American history. The accidental death toll in the United States is now over 173,000 people a year, or the equivalent of more than one fully loaded Boeing 747-400 falling out of the sky, killing everyone onboard, every day.

Why don’t we notice? Because, Singer explains, most people die alone. Not in spectacular crashes that make the evening news, but in ones and twos — a fall, a drowning, a pill taken at the wrong time. Each death, individually, is too small to register:

Most of the time, when we die by accident, we die in ones and twos. These deaths do not make the nightly news. Rather, accidents are quick and lonely deaths, not reported beyond the police blotter, if at all. To die by accident is to fall down, or get run down, to drink the wrong thing or stand in the wrong place. More than a synonym for a traffic crash or a surprise pregnancy, “accident” is a euphemism for “nothing to see here.”

This invisibility is not a bug. It is a feature.

The Bad Apple and the Broken Orchard

The intellectual backbone of Singer’s argument is a framework from safety scientist Sidney Dekker. He calls it the distinction between the “Bad Apple Theory” and the “New View”:

Sidney Dekker describes the two sides of this debate as the “Bad Apple Theory” and the “New View” — the old theory that a few bad apples cause accidents or the new view that if people are making mistakes and getting hurt, it indicates that conditions are unsafe.

This is not an academic distinction. It is, Singer shows, the most consequential framing question in American public life. Every time a corporation or government chooses the Bad Apple Theory — every time they blame the worker, the pedestrian, the addict — they are making a strategic decision to preserve profitable but dangerous conditions.

The auto industry perfected this strategy in the early twentieth century. When cars began killing pedestrians at shocking rates, the industry didn’t redesign the cars. They redesigned the conversation:

Automakers and sellers, car parts manufacturers, and oil companies fought against restrictions dictating how cars were built, redirecting car-related ire toward the way that people walked or drove. With concerted campaigns about a few bad apples, these interest groups shifted a conversation about the shocking impact of powerful cars on pedestrian-dense city streets into a conversation about crazy drivers and pedestrians who just don’t walk right.

And then, in what might be Singer’s most chilling single sentence:

The gun lobby would copy this strategy decades later with the slogan: Guns don’t kill people. People kill people.

The pattern is always the same. When your product kills, blame the user.

The Egg That Solved the Riddle

Some of the book’s most affecting passages concern the people who fought against the Bad Apple Theory — often at great personal cost.

Crystal Eastman, in 1907, became the first person to prove with data that workplace deaths were caused by conditions, not carelessness. She went to Pittsburgh and counted. What she found was both obvious and revolutionary:

“Such catastrophes rouse the attention of the public by their magnitude,” she wrote. “But suppose one man shoveling coal in some small ‘room’ far within a mine suddenly lies buried under a ton or two of slate — this causes no comment in a mining community. The sound of such stories is dulled to the ears of the public by monotonous repetition.”

What of the deaths that disappear? Eastman asked. It is a question that echoes through every page of Singer’s book.

Then there is Hugh DeHaven, a World War I pilot who survived a midair collision and spent the rest of his life asking why. His breakthrough came in his kitchen, dropping eggs from his countertop:

It was not the fall that cracked the egg — it was the floor. The idea was a simple answer to the human error-dangerous conditions debate: Control how the egg hits the floor, and it doesn’t matter if you accidentally drop it. It was all about packaging. A car could be a package. So could a plane, and an elevator, and a miner’s helmet. A skull is a package for a brain.

By 1953, DeHaven had compiled a list of every lethal feature in the American automobile — the unpadded dashboards, the non-collapsing steering columns, the absence of seat belts. The evidence was undeniable. The solution was clear. And then:

What happened in the fourteen-year gap was not an accident. If you died impaled on a steering column after 1953, when DeHaven laid it all on the table, but before 1967, when carmakers were forced to finally do something about it, you died because it was cheaper and easier to let you die than to help you live.

Fourteen years. That gap — between knowing and doing — is where Singer’s book lives. It is the space in which “accident” does its most destructive work, converting knowledge of preventable death into permission to continue.

The Swiss Cheese of Inequality

Singer extends James Reason’s famous “Swiss Cheese Model” of accidents — the idea that safety systems are like stacked slices of cheese, each with unique holes that rarely align — into a framework for understanding social inequality:

Imagine a stack of Swiss cheese. The cheese is full of holes, right? But the holes are unique to each slice, so those holes rarely line up when you stack slices on top of one another. Each safety system is a slice of Swiss cheese. An alarm is a slice, a cooling system is a slice, and each indicator light is a slice, too. When a failure slips through a hole in one slice, the malfunction should smack firmly into the next slice, halting the progress of disaster.

The insight is this: poverty, racism, and stigma don’t just create individual holes in individual slices. They systematically remove entire slices of cheese. The person without health insurance, without a car with airbags, without a safe street to cross — they have fewer layers of protection. And the humans who make the final error are not the cause:

The role of human error in all this, Reason wrote, is “that of adding the final garnish to a lethal brew whose ingredients have already been long in the cooking.” The worker who supposedly dropped the cigarette at the Triangle Factory, or the nuclear engineer mistaking the meaning of a green light on the control board at Three Mile Island, are not instigators of accidents. Instead, they are “the inheritors of system defects created by poor design, incorrect installation, faulty maintenance and bad management decisions.”

This passage stopped me cold. The final garnish to a lethal brew. How many postmortems have I read — of software outages, of security breaches, of organizational failures — that ended by identifying the person who pushed the wrong button? And how many of those investigations stopped there, satisfied that they had found the “root cause”?

The Manufactured Vulnerability

Perhaps the book’s most disturbing chapter concerns the opioid epidemic. Singer frames it not as a public health crisis that happened to America, but as a predictable consequence of deliberate corporate strategy combined with systematic stigmatization:

“Once it became clear that addiction was a problem, the drug companies’ first line of defense, and an incredibly successful one, was to say: Look, our products are good, the doctors are good, the patients are good, but there are these evil abusers. They are becoming addicted and giving our drug a bad name. So, we should respond to this, not as if this is a crisis of accidents, we should respond to this as if it is a crisis of bad people.”

The sophistication of this strategy is breathtaking. Singer traces how the same playbook — call the victims bad apples — has been deployed across industries and centuries. But with drugs, the stigma runs deeper because it intersects with America’s oldest fault lines:

It was not the pile of bodies that made the public see the opioid epidemic as an epidemic, but that suddenly the bodies were white.

And:

Stigma is what doctors call a “fundamental cause” of health disparities — an inescapable reason why some people die by accident and others do not.

What Singer describes is not negligence. It is architecture. The conditions that make overdose likely — restricted access to naloxone, criminalized syringes, restricted treatment medications, fear of police — are not failures of the system. They are the system, functioning precisely as designed.

Tools needed to use drugs safely, such as clean syringes, are often illegal to own, making accidental disease transmission more likely. Medication to stop an overdose, such as naloxone, is often impossible to buy. Drug illegality makes people feel unsafe calling for help, making accidental overdose more likely to be fatal.

The Tunnel and the Outsider

Singer borrows another metaphor from Sidney Dekker that transformed how I think about blame. Picture a tunnel. On one end is a person just before an accident. On the other end is the aftermath. Most of us look at accidents from outside the tunnel — we see the beginning and the end but nothing in between. From this position, all we can do is judge:

“The problem about taking the position of retrospective outsider is that it does not allow you to explain anything,” Dekker wrote. “From that position, all you can do is judge people for not noticing what you find obvious now.”

The alternative is to get inside the tunnel. To see the accident from the perspective of the person living through it. When you do this, Singer argues, you stop asking “Why didn’t they…” and start asking “What did they see? What did they know? What options did they actually have?”

This shift — from retrospective judgment to prospective empathy — is the book’s deepest gift.

To understand accidents, we need to understand error — not just why we make mistakes, but how powerful people can use our mistakes against us.

Not Seeing Someone

The chapter on race and traffic accidents is among the most forensically devastating I’ve read in any book. Singer assembles data point after data point until the pattern becomes undeniable:

Not seeing someone is a classic and false explanation for a car accident. Proof that racism can be the actual explanation is reinforced — beyond these statistics — by changing the context in which a person is or is not “seen.” To a person in a car, a Black pedestrian disappears. To a person with a gun, a Black pedestrian is especially visible — so much so that they get shot more often, no matter what the context.

Read that again. In a car, Black pedestrians are invisible. With a gun, they’re hyper-visible. The same person, the same street. What changes is the instrument of power.

If a prison sentence measures the value of the victim’s life, Black life is worth less than white life.

Designing for the Human Who Exists

The book’s most radical proposal comes near the end. A traffic safety researcher offers what sounds like an absurdity but is actually the purest expression of Singer’s entire argument: design the world not for the person you wish existed, but for the person who does:

“The bottom line is if you make this world safe for drunks, you make it safe for everybody. If you focus on making the world safe for the average, reasonably smart, sober person, then the drunks, the sleepyheads, the guy who is worried about his child’s operation and trying to get home in time for it, it is not going to be safe for them.”

This is the design philosophy that animates the best safety engineering — from crashworthy cockpits to blister-packed medications. You cannot eliminate human error. What you can eliminate are the conditions that convert ordinary mistakes into death sentences. The guardrail doesn’t care whether you were drunk or distracted or simply tired. It just saves your life.

What Blame Prevents

Singer closes with an observation that I’ve been unable to stop thinking about. It is simple, and it is shattering:

The poor are not bad, the rich are not good, and the victims of accidents are not accident-prone. Human error as a cause of accidents is a false construct. Blame, in accidents, reveals the psychology of the blamer and not much else.

And:

Finding fault in a person smells like justice and feels like a book being closed. It makes sense that we seek it. But failing to prevent the preventable results in a vast and deadly unfairness.

This is not a comfortable book. It asks you to hold two ideas simultaneously: that the deaths we call accidents are preventable, and that we have chosen, collectively and repeatedly, not to prevent them. The word “accident” is the mechanism of that choice. It is the comfortable lie we tell after someone dies because the truth — that we could have saved them, that someone profited from not saving them — is more than most of us can bear.

Singer makes you bear it anyway. And the reading is not just worthwhile. It is, in the deepest sense of the word, necessary.

This book is about the deceptively simple story told after an accident — that a person made a mistake and there is nothing more to see. And this book is about what we can learn — about ourselves and our society — when we seek out the real and complicated story.

After 317 highlights, I can tell you: the complicated story is the one worth reading.