Harvard professor Ken Rogoff has not had a good week (Reuters)
For an economist, the five most terrifying words in the English language are: I can't replicate your results. But for economists Carmen Reinhart and Ken Rogoff of Harvard, there are seven even more terrifying ones: I think you made an Excel error.
Listen, mistakes happen. Especially with Excel. But hopefully they don't happen in papers that provide the intellectual edifice for an economic experiment -- austerity -- that has kept millions out of work. Well, too late. As Mike Konczal of the Roosevelt Institute reported, Thomas Herndon, Michael Ash, and Robert Pollin of the University of Massachusetts, Amherst, have found serious problems with Reinhart and Rogoff's austerity-justifying work. That work, which shows that countries with public debt of 90 percent of GDP or more tend to grow slower, omitted data for five of its 19 countries, and used the wrong data for another. The former was, embarrassingly enough, due to an Excel misadventure, and the latter an unrelated issue. If you use all of the (right) numbers, it turns out growth does slow when debt is high, but not nearly as much as Reinhart and Rogoff -- hereafter, R-R -- claimed.
In other words, there is no evidence for anything resembling a growth tipping point when debt hits 90 percent of GDP.
This is the academic's version of the dream where you're naked in public. Except it's not a dream. It's the mortifying reality for R-R, who have admitted that they forgot to drag their Excel formula down five more cells. But it's worse than mortifying for everybody else. It's been a catastrophe. Not that R-R made a pretty galling mistake; rather, that such a flawed paper gave the intellectual ballast to an idea that has failed everywhere it's been tried the past few years. Now, policymakers would have pursued austerity regardless, but R-R gave them a reason (and seemingly a bright red 90 percent of GDP line) to do so sooner. If too much debt is associated with too little growth, then there's no time to lose for slashing deficits.
Those are important words: "associated with". As I pointed out before, the best argument against taking R-R as austerity's gospel truth was it was just a correlation. Of course a ratio tends to increase more when its denominator increases less. That's how fractions work. But it doesn't prove that the rising ratio causes the stagnating denominator. If anything, the causality runs the other way -- lower growth tends to cause higher debt, as tax revenue falls and safety-net spending rises during a slump. Indeed, as you can see below, Arindrajit Dube of the University of Massachusetts, Amherst, found that debt-to-GDP predicts past GDP growth much better than future GDP growth. In other words, higher debt doesn't cause lower growth as much as lower growth causes higher debt.
Of course, this hasn't stopped deficit hawks from touting R-R's work as proof that we must tackle the long-term debt and we must tackle it now. Including, sometimes, R-R themselves. Now, in their paper, R-R are careful to say the relationship between higher debt and lower growth is just that: a relationship. In fact, that's been their defense: they never said it was anything more than a correlation, and that correlation still holds after correcting for all their mistakes, albeit not as strongly.
That's true ... if you only look at what they said in their paper, and ignore what they said about their paper. For example, here's what they said in Bloomberg View back in July 2011:
Our empirical research on the history of financial crises and the relationship between growth and public liabilities supports the view that current debt trajectories are a risk to long-term growth and stability, with many advanced economies already reaching or exceeding the important marker of 90 percent of GDP....
The biggest risk is that debt will accumulate until the overhang weighs on growth....
Those who remain unconvinced that rising debt levels pose a risk to growth should ask themselves why, historically, levels of debt of more than 90 percent of GDP are relatively rare and those exceeding 120 percent are extremely rare (see attached chart 2 for U.S. public debt since 1790). Is it because generations of politicians failed to realize that they could have kept spending without risk? Or, more likely, is it because at some point, even advanced economies hit a ceiling where the pressure of rising borrowing costs forces policy makers to increase tax rates and cut government spending, sometimes precipitously, and sometimes in conjunction with inflation and financial repression (which is also a tax)?
To be fair, R-R do say that they only found that higher debt and lower growth are "associated" and that there's no "bright red line" (even if policymakers interpret it that way) at 90 percent. But they also make it quite clear that they think their correlation is more than just a correlation. They think higher debt causes lower growth, and, after a little throat-clearing, they're not too shy about saying so.
In a series of academic papers with Carmen Reinhart - including, most recently, joint work with Vincent Reinhart ("Debt Overhangs: Past and Present") - we find that very high debt levels of 90% of GDP are a long-term secular drag on economic growth that often lasts for two decades or more....
Of course, there is two-way feedback between debt and growth, but normal recessions last only a year and cannot explain a two-decade period of malaise. The drag on growth is more likely to come from the eventual need for the government to raise taxes, as well as from lower investment spending. So, yes, government spending provides a short-term boost, but there is a trade-off with long-run secular decline.
It's the same pattern: a few caveats, and then a semi-speculative overselling of their results. But their biggest overselling didn't come in the media. It came behind closed doors -- in Congress. Tim Fernholz of Quartz flagged the following passage from Senator Tom Coburn's recent book about the time R-R briefed members of Congress in April 2011, a few months before the debt ceiling debacle:
Johnny Isakson, a Republican from Georgia and always a gentleman, stood up to ask his question: "Do we need to act this year? Is it better to act quickly?"
"Absolutely," Rogoff said. "Not acting moves the risk closer," he explained, because every year of not acting adds another year of debt accumulation. "You have very few levers at this point," he warned us.
Reinhart echoed Conrad's point and explained that countries rarely pass the 90 percent debt-to-GDP tipping point precisely because it is dangerous to let that much debt accumulate. She said, "If it is not risky to hit the 90 percent threshold, we would expect a higher incidence."
R-R whisper "correlation" to other economists, but say "causation" to everyone else. Now, they don't always say it outright -- at least not at first. Rather, they say "this isn't definitely causation ... but come on, what else could it be?" That's been more than enough for the austerians who have been desperate for any kind of justification to forget about unemployment and worry about debt instead.
The boring reality is the relationship between public debt and growth isn't clear. As Justin Fox of Harvard Business Review points out, there simply isn't enough data. Some countries run up big debts fighting wars, and then grow fine. Some countries run up big debts fighting financial crises, and then grow slowly as the private sector deleverages. Some countries run up big debts as a matter of course, and then grow slowly as rising rates crowd out private investment. And even the few data points we do have don't always tell us all that much. Indeed, as Paul Krugman points out, it shouldn't surprise us that the U.S. has averaged negative growth during its high debt years, because most of those years came during the World War II demobilization. In other words, it's impossible to say anything dispositive about debt and growth more broadly.
But that hasn't stopped R-R from trying. This kind of overhyping is why Joe Weisenthal called them "the most dangerous economists in the world" back in 2011. And it's a far more damning error than anything they did with Excel.
A new film details the reason the star postponed her recent tour—and will test cultural attitudes about gender, pain, and pop.
“Pain without a cause is pain we can’t trust,” the author Leslie Jamison wrote in 2014. “We assume it’s been chosen or fabricated.”
Jamison’s essay “Grand Unified Theory of Female Pain” unpacked the suffering-woman archetype, which encompasses literature’s broken hearts (Anna Karenina, Miss Havisham) and society’s sad girls—the depressed, the anorexic, and in the 19th century, the tubercular. Wariness about being defined by suffering, she argued, had led many modern women to adopt a new pose. She wrote, “The post-wounded woman conducts herself as if preempting certain accusations: Don’t cry too loud; don’t play victim.” Jamison questioned whether this was an overcorrection. “The possibility of fetishizing pain is no reason to stop representing it,” she wrote. “Pain that gets performed is still pain.”
Girls in the Middle East do better than boys in school by a greater margin than almost anywhere else in the world: a case study in motivation, mixed messages, and the condition of boys everywhere.
Jordan has never had a female minister of education, women make up less than a fifth of its workforce, and women hold just 4 percent of board seats at public companies there. But, in school, Jordanian girls are crushing their male peers. The nation’s girls outperform its boys in just about every subject and at every age level. At the University of Jordan, the country’s largest university, women outnumber men by a ratio of two to one—and earn higher grades in math, engineering, computer-information systems, and a range of other subjects.
In fact, across the Arab world, women now earn more science degrees on a percentage basis than women in the United States. In Saudi Arabia alone, women earn half of all science degrees. And yet, most of those women are unlikely to put their degrees to paid use for very long.
What feels like information overload reveals how little the public actually knows about the probe's findings.
Robert Mueller has stayed busy with his special-counsel investigation all summer, but the rest of Washington took a vacation. And since most information about Mueller’s actions seems to come from leaks outside the Mueller team, that meant there was a stretch of relative silence.
But the lull is over now. The month of September, and particularly the last week, have seen a torrent of new revelations about Mueller’s investigation. The fresh information gives the most complete view of what Mueller is up to and where he might be focusing, and in particular on the person of Paul Manafort, who chaired Donald Trump’s presidential campaign during the summer of 2016. Yet even as they suggest the direction in which the probe is headed at the moment, they don’t offer much insight into the ultimate questions of when Mueller might wrap up and what, if any, charges he might bring or recommend. So where does that leave things?
More comfortable online than out partying, post-Millennials are safer, physically, than adolescents have ever been. But they’re on the brink of a mental-health crisis.
One day last summer, around noon, I called Athena, a 13-year-old who lives in Houston, Texas. She answered her phone—she’s had an iPhone since she was 11—sounding as if she’d just woken up. We chatted about her favorite songs and TV shows, and I asked her what she likes to do with her friends. “We go to the mall,” she said. “Do your parents drop you off?,” I asked, recalling my own middle-school days, in the 1980s, when I’d enjoy a few parent-free hours shopping with my friends. “No—I go with my family,” she replied. “We’ll go with my mom and brothers and walk a little behind them. I just have to tell my mom where we’re going. I have to check in every hour or every 30 minutes.”
Those mall trips are infrequent—about once a month. More often, Athena and her friends spend time together on their phones, unchaperoned. Unlike the teens of my generation, who might have spent an evening tying up the family landline with gossip, they talk on Snapchat, the smartphone app that allows users to send pictures and videos that quickly disappear. They make sure to keep up their Snapstreaks, which show how many days in a row they have Snapchatted with each other. Sometimes they save screenshots of particularly ridiculous pictures of friends. “It’s good blackmail,” Athena said. (Because she’s a minor, I’m not using her real name.) She told me she’d spent most of the summer hanging out alone in her room with her phone. That’s just the way her generation is, she said. “We didn’t have a choice to know any life without iPads or iPhones. I think we like our phones more than we like actual people.”
The foundation of Donald Trump’s presidency is the negation of Barack Obama’s legacy.
It is insufficient to statethe obvious of Donald Trump: that he is a white man who would not be president were it not for this fact. With one immediate exception, Trump’s predecessors made their way to high office through the passive power of whiteness—that bloody heirloom which cannot ensure mastery of all events but can conjure a tailwind for most of them. Land theft and human plunder cleared the grounds for Trump’s forefathers and barred others from it. Once upon the field, these men became soldiers, statesmen, and scholars; held court in Paris; presided at Princeton; advanced into the Wilderness and then into the White House. Their individual triumphs made this exclusive party seem above America’s founding sins, and it was forgotten that the former was in fact bound to the latter, that all their victories had transpired on cleared grounds. No such elegant detachment can be attributed to Donald Trump—a president who, more than any other, has made the awful inheritance explicit.
Long after research contradicts common medical practices, patients continue to demand them and physicians continue to deliver. The result is an epidemic of unnecessary and unhelpful treatments.
First, listen to the story with the happy ending: At 61, the executive was in excellent health. His blood pressure was a bit high, but everything else looked good, and he exercised regularly. Then he had a scare. He went for a brisk post-lunch walk on a cool winter day, and his chest began to hurt. Back inside his office, he sat down, and the pain disappeared as quickly as it had come.
That night, he thought more about it: middle-aged man, high blood pressure, stressful job, chest discomfort. The next day, he went to a local emergency department. Doctors determined that the man had not suffered a heart attack and that the electrical activity of his heart was completely normal. All signs suggested that the executive had stable angina—chest pain that occurs when the heart muscle is getting less blood-borne oxygen than it needs, often because an artery is partially blocked.
I have been studying the French language, with some consistency, for three years. This field of study has been, all at once, the hardest and most rewarding of my life. I would put it above the study of writing simply because I started writing as a 6-year-old boy under my mother's tutelage. I always "felt" I could write. I did not always "feel" I could effectively study a foreign language.
But here I am, right now, in a Montreal hotel. I spoke French at the border. I spoke French when I checked in. I spoke French when I went to get lunch. I don't really believe in fluency. If there is a such thing, I don't have it. I mishear words. I confuse tenses. I can't really use the subjunctive. Yet.
Something has happened to me and the something is this—I have gotten better. I don't know when I first felt it. I didn't feel it this summer at Middlebury, despite the difference in my entrance and exit scores. I didn't feel it when I first arrived in Paris in January. I felt, as I always feel, like I was stumbling around in the dark. I still feel like that. But I also feel like I am getting better at stumbling.
The United Nations Refugee Agency now reports that more than 420,000 people have fled the violence in Burma since August 24.
The United Nations Refugee Agency now reports that more than 420,000 people have fled Burma (also known as Myanmar) since August 24. The refugees, mostly Rohingya Muslims, crossed into Bangladesh to escape the violence in Burma's western Rakhine state—a situation the U.N. now describes as ethnic cleansing. Bangladeshi authorities are being overwhelmed by the new arrivals, and those crammed into the rain-soaked official and makeshift refugee camps are becoming desperate for food, water, and other basic needs. The refugees fled their homes in Burma after a series of Rohingya insurgent attacks on Burmese police last month were met with a strong government response and the burning of thousands of Rohingya homes. The Rohingya are a stateless Muslim minority living in parts of a hostile and overwhelmingly Buddhist Burma.
Its faith-based 12-step program dominates treatment in the United States. But researchers have debunked central tenets of AA doctrine and found dozens of other treatments more effective.
J.G. is a lawyer in his early 30s. He’s a fast talker and has the lean, sinewy build of a distance runner. His choice of profession seems preordained, as he speaks in fully formed paragraphs, his thoughts organized by topic sentences. He’s also a worrier—a big one—who for years used alcohol to soothe his anxiety.
J.G. started drinking at 15, when he and a friend experimented in his parents’ liquor cabinet. He favored gin and whiskey but drank whatever he thought his parents would miss the least. He discovered beer, too, and loved the earthy, bitter taste on his tongue when he took his first cold sip.
His drinking increased through college and into law school. He could, and occasionally did, pull back, going cold turkey for weeks at a time. But nothing quieted his anxious mind like booze, and when he didn’t drink, he didn’t sleep. After four or six weeks dry, he’d be back at the liquor store.
A good marriage is no guarantee against infidelity.
“Most descriptions of troubled marriages don’t seem to fit my situation,” Priya insists. “Colin and I have a wonderful relationship. Great kids, no financial stresses, careers we love, great friends. He is a phenom at work, fucking handsome, attentive lover, fit, and generous to everyone, including my parents. My life is good.” Yet Priya is having an affair. “Not someone I would ever date—ever, ever, ever. He drives a truck and has tattoos. It’s so clichéd, it pains me to say it out loud. It could ruin everything I’ve built.”
Priya is right. Few events in the life of a couple, except illness and death, carry such devastating force. For years, I have worked as a therapist with hundreds of couples who have been shattered by infidelity. And my conversations about affairs have not been confined within the cloistered walls of my therapy practice; they’ve happened on airplanes, at dinner parties, at conferences, at the nail salon, with colleagues, with the cable guy, and of course, on social media. From Pittsburgh to Buenos Aires, Delhi to Paris, I have been conducting an open-ended survey about infidelity.