In a new report, MIT’s David Autor (PDF) looks at the shifting employment landscape in America and comes to this conclusion: America’s workforce is splitting into high- and low-paying jobs. The middle-income demographic is disappearing. He calls it “the polarization of job opportunities.”

The chart below tells the story. The height of those columns reflects the growth rate for a given kind of job. On the horizontal axis we go from high-skill, high-income jobs on the left to low-skill, low-income jobs on the right. The valley in the middle is the eroding middle class.


Here’s how Autor describes the trend:

The structure of job opportunities in the United States has sharply polarized over the past two decades, with expanding job opportunities in both high-skill, high-wage occupations and low-skill, low wage occupations, coupled with contracting opportunities in middle-wage, middle-skill white-collar and blue-collar jobs. Concretely, employment and earnings are rising in both high education professional, technical, and managerial occupations and, since the late 1980s, in low-education food service, personal care, and protective service occupations. Conversely, job opportunities are declining in both middle skill, white collar clerical, administrative, and sales occupations and in middle-skill, blue-collar production, craft, and operative occupations.

This trend hasn’t gone unnoticed. Stuck, as we are, in a Great Recession, there have been lots of articles on the fading middle class. But the trend is older than the media attention. The phenomenon of “median income stagnation“—the weak pay increases for middle-of-the-spectrum earners—has been around for decades. In a July article for the Financial Times, Edward Luce noted that “the annual incomes of the bottom 90 per cent of US families have been essentially flat since 1973.”

Commentators who talk about this problem usually focus on economic or political factors. Paul Krugman says that right now, more than ever, Congress needs to spend more money to create jobs. That’s probably true. Other observers, casting around, it seems, for someone or something to blame, have brought up the issues of tax cuts for the rich and the Citizens United ruling. But the structure of the tax code and the political influence of corporations, while certainly relevant, provide neither an understanding of the problem nor a key to the solution.

Autor has his own explanation for what’s going on, and it hints at the real issue.

A leading explanation focuses on the consequences of ongoing automation and offshoring of middle-skilled “routine” tasks that were formerly performed primarily by workers with moderate education (a high school diploma but less than a four-year college degree). Routine tasks … are job activities that are sufficiently well defined that they can be carried out successfully by either a computer executing a program or, alternatively, by a comparatively less-educated worker in a developing country who carries out the task with minimal discretion.

The culprit is technology, not politics. The hard truth—and you don’t see it addressed in news reports—is that the middle class is disappearing because middle-class skills are becoming obsolete. Routine clerical work and assembly-line production can now be done by computers and robots. Algorithms and machines are replacing customer service agents and even grocery checkout clerks.

On the low end of the spectrum, the jobs that are left are the ones robots’ bodies can’t do yet (grounds-keeping and protective services, for example). On the high end of the spectrum, the jobs that are left are ones that machine brains can’t do yet (law and medicine and management). As technology advances, more people near the middle are going to be elbowed out of the workforce.

We may not have robot janitors any time soon. But when the science of computer vision advances sufficiently (and please drop a comment if you think it won’t) we’ll have algorithms, not humans, evaluating X-rays at airport security checkpoints and monitoring footage from security cameras. Currently the work of screening online comments for child pornography and other offensive junk is often outsourced to people in developing countries. It’s horrible work, and it will be nice, in some ways, when an algorithm can do it instead, but that will render another chunk of humanity unemployed.

Addressing this challenge requires a response more profound than tweaking the tax code or extending unemployment benefits. We may have to figure out how to supply meaningful work—and a comfortable, safe, and healthy life—to a growing group of people our businesses do not, in strict economic terms, need. We certainly can’t leave large swathes of the population idle (here’s one reason why).

This challenge also provides us with an exciting opportunity though. We may have the chance—or perhaps even the moral obligation—to rethink the nature of work. In a world where most of us don’t have truly marketable skills, maybe it doesn’t make sense to pay people based on the marketability of their skills. Maybe we should start thinking about jobs as a right rather than a privilege. Maybe we should reevaluate the often arbitrary and unfair link between the kind of work someone does and the amount of money they make. And yes, Palin, I think I’m talking about something like socialism.

  • Man’s dog suddenly becomes protective of his wife, Internet clocks the reason right away
    Dogs have impressive observational powers.Photo credit: Canva

    Reddit user Girlfriendhatesmefor’s three-year-old pitbull, Otis, had recently become overprotective of his wife. So he asked the online community if they knew what might be wrong with the dog.

    “A week or two ago, my wife got some sort of stomach bug,” the Reddit user wrote under the subreddit /r/dogs. “She was really nauseous and ill for about a week. Otis is very in tune with her emotions (we once got in a fight and she was upset, I swear he was staring daggers at me lol) and during this time didn’t even want to leave her to go on walks. We thought it was adorable!”

    His wife soon felt better, butthe dog’s behavior didn’t change.

    pregnancy signs, dogs and pregnancy, pitbull behavior, pet intuition, dog overprotection, Reddit stories, viral Reddit, dog instincts, canine emotions, dog owner tips
    Otis knew before they did. Canva

    Girlfriendhatesmefor began to fear that Otis’ behavior may be an early sign of an aggression issue or an indication that the dog was hurt or sick.

    So he threw a question out to fellow Reddit users: “Has anyone else’s dog suddenly developed attachment/aggression issues? Any and all advice appreciated, even if it’s that we’re being paranoid!”

    The most popular response to his thread was by ZZBC.

    Any chance your wife is pregnant?

    ZZBC | Reddit

    The potential news hit Girlfriendhatesmefor like a ton of bricks. A few days later, Girlfriendhatesmefor posted an update and ZZBC was right!

    “The wifey is pregnant!” the father-to-be wrote. “Otis is still being overprotective but it all makes sense now! Thanks for all the advice and kind words! Sorry for the delayed reply, I didn’t check back until just now!”

    Redditors responded with similar experiences.

    Anecdotal I know but I swear my dog knew I was pregnant before I was. He was super clingy (more than normal) and was always resting his head on my belly.

    realityisworse | Reddit

    So why do dogs get overprotective when someone is pregnant?

    Jeff Werber, PhD, president and chief veterinarian of the Century Veterinary Group in Los Angeles, told Health.com that “dogs can also smell the hormonal changes going on in a woman’s body at that time.” He added the dog may “not understand that this new scent of your skin and breath is caused by a developing baby, but they will know that something is different with you—which might cause them to be more curious or attentive.”

    The big lesson here is to listen to your pets and to ask questions when their behavior abruptly changes. They may be trying to tell you something, and the news may be life-changing.

    This article originally appeared last year.

  • Throughout history, women have stood up and fought to break down barriers imposed on them from stereotypes and societal expectations. The trailblazers in these photos made history and redefined what a woman could be. In doing so, they paved the way for future generations to stand up and continue to fight for equality.

  • ,

    Why mass shootings spawn conspiracy theories

    Mass shootings and conspiracy theories have a long history.

    While conspiracy theories are not limited to any topic, there is one type of event that seems particularly likely to spark them: mass shootings, typically defined as attacks in which a shooter kills at least four other people.

    When one person kills many others in a single incident, particularly when it seems random, people naturally seek out answers for why the tragedy happened. After all, if a mass shooting is random, anyone can be a target.

    Pointing to some nefarious plan by a powerful group – such as the government – can be more comforting than the idea that the attack was the result of a disturbed or mentally ill individual who obtained a firearm legally.


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