(Roughly) Daily

Posts Tagged ‘GDP

“Statistics are like bikinis. What they reveal is suggestive, but what they conceal is vital.”*…

Former Comptroller of the Currency Eugene Ludwig argues that, at least insofar as many (maybe most) Americans are concerned, unemployment is higher, wages are lower, and growth is less robust than government statistics suggest…

Before the presidential election, many Democrats were puzzled by the seeming disconnect between “economic reality” as reflected in various government statistics and the public’s perceptions of the economy on the ground. Many in Washington bristled at the public’s failure to register how strong the economy really was. They charged that right-wing echo chambers were conning voters into believing entirely preposterous narratives about America’s decline.

What they rarely considered was whether something else might be responsible for the disconnect — whether, for instance, government statistics were fundamentally flawed. What if the numbers supporting the case for broad-based prosperity were themselves misrepresentations? What if, in fact, darker assessments of the economy were more authentically tethered to reality?

On some level, I relate to the underlying frustrations. Having served as comptroller of the currency during the 1990s, I‘ve spent substantial chunks of my career exploring the gaps between public perception and economic reality, particularly in the realm of finance. Many of the officials I’ve befriended and advised over the last quarter-century — members of the Federal Reserve, those running regulatory agencies, many leaders in Congress — have told me they consider it their responsibility to set public opinion aside and deal with the economy as it exists by the hard numbers. For them, government statistics are thought to be as reliable as solid facts.

In recent years, however, as my focus has broadened beyond finance to the economy as a whole, the disconnect between “hard” government numbers and popular perception has spurred me to question that faith. I’ve had the benefit of living in two realms that seem rarely to intersect — one as a Washington insider, the other as an adviser to lenders and investors across the country. Toggling between the two has led me to be increasingly skeptical that the government’s measurements properly capture the realities defining unemployment, wage growth and the strength of the economy as a whole.

These numbers have time and again suggested to many in Washington that unemployment is low, that wages are growing for middle America and that, to a greater or lesser degree, economic growth is lifting all boats year upon year. But when traveling the country, I’ve encountered something very different…

… Within the nation’s capital, this gap in perception has had profound implications. For decades, a small cohort of federal agencies have reported many of the same economic statistics, using fundamentally the same methodology or relying on the same sources, at the same appointed times. Rarely has anyone ever asked whether the figures they release hew to reality. Given my newfound skepticism, I decided several years ago to gather a team of researchers under the rubric of the Ludwig Institute for Shared Economic Prosperity to delve deeply into some of the most frequently cited headline statistics.

What we uncovered shocked us. The bottom line is that, for 20 years or more, including the months prior to the election, voter perception was more reflective of reality than the incumbent statistics. Our research revealed that the data collected by the various agencies is largely accurate. Moreover, the people staffing those agencies are talented and well-intentioned. But the filters used to compute the headline statistics are flawed. As a result, they paint a much rosier picture of reality than bears out on the ground.

Take, as a particularly egregious example, what is perhaps the most widely reported economic indicator: unemployment. Known to experts as the U-3, the number misleads in several ways. First, it counts as employed the millions of people who are unwillingly under-employed — that is, people who, for example, work only a few hours each week while searching for a full-time job. Second, it does not take into account many Americans who have been so discouraged that they are no longer trying to get a job. Finally, the prevailing statistic does not account for the meagerness of any individual’s income. Thus you could be homeless on the streets, making an intermittent income and functionally incapable of keeping your family fed, and the government would still count you as “employed.”

I don’t believe those who went into this past election taking pride in the unemployment numbers understood that the near-record low unemployment figures — the figure was a mere 4.2 percent in November — counted homeless people doing occasional work as “employed.” But the implications are powerful. If you filter the statistic to include as unemployed people who can’t find anything but part-time work or who make a poverty wage (roughly $25,000), the percentage is actually 23.7 percent. In other words, nearly one of every four workers is functionally unemployed in America today — hardly something to celebrate…

[Ludwig similarly analyzes data on wages, inflation, and GDP, finding them similarlly flawed…]

… Take all of these statistical discrepancies together. What we have here is a collection of economic indicators that all point in the same misleading direction. They all shroud the reality faced by middle- and lower-income households. The problem isn’t that some Americans didn’t come out ahead after four years of Bidenomics. Some did. It’s that, for the most part, those living in more modest circumstances have endured at least 20 years of setbacks, and the last four years did not turn things around enough for the lower 60 percent of American income earners.

To be fair, the prevailing indicators aren’t without merit. It is, for example, useful to know how the wages of full-time employees have evolved. The challenge, quite separate from any quibbling with the talented people working to tell the nation’s economic story, is to provide policymakers with a full picture of the reality faced by the bulk of the population. What we need is to find new ways to provide a more realistic picture of the nation’s underlying economic conditions on a monthly basis. The indicators my colleagues and I have constructed could serve as the basis for or inspiration for government-sponsored alternatives. Regardless, something needs to change.

This should not be a partisan issue — policymakers in both parties would benefit from gleaning a more accurate sense of what’s happening at the ground level of the American economy. In reality, both Democrats and Republicans were vulnerable to being snowed in the 2024 cycle — it just happened that the dissatisfaction during this particular cycle undermined the incumbent party.

In an age where faith in institutions of all sorts is in free fall, Americans are perpetually told, per a classic quote from former Sen. Daniel Patrick Moynihan, that while we may be entitled to our own opinions, we aren’t entitled to our own facts. That should be right, at least in the realm of economics. But the reality is that, if the prevailing indicators remain misleading, the facts don’t apply. We have it in our grasp to cut through the mirage that led Democrats astray in 2024. The question now is whether we will correct course…

On the need to revise our economic reference statistics: “Voters Were Right About the Economy. The Data Was Wrong.” from @LISEP_org in @POLITICOMag. Eminently worth reading in full.

More on (and more-current readings of) the suggested “revised metrics” at the Ludwig Institute for Shared Economic Prosperity.

Aaron Levenstein

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As we muse on measurement and meaning, we might recall that it was on this date in 1979 that The Cars released “Good Times Roll,” the third single from their eponymously-titled debut album.

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Written by (Roughly) Daily

February 20, 2025 at 1:00 am

“The whole of the global economy is based on supplying the cravings of two percent of the world’s population”*…

Perhaps that’s an oversimplification; but as a new McKinsey Global Institute study suggests, perhaps not by much…

We have borrowed a page from the corporate world—namely, the balance sheet—to take stock of the underlying health and resilience of the global economy as it begins to rebound from the COVID-19 pandemic. This view from the balance sheet complements more typical approaches based on GDP, capital investment levels, and other measures of economic flows that reflect changes in economic value… [and] provides an in-depth look at the global economy after two decades of financial turbulence and more than ten years of heavy central bank intervention, punctuated by the pandemic.

Across ten countries that account for about 60 percent of global GDP—Australia, Canada, China, France, Germany, Japan, Mexico, Sweden, the United Kingdom, and the United States—the historic link between the growth of net worth and the growth of GDP no longer holds. While economic growth has been tepid over the past two decades in advanced economies, balance sheets and net worth that have long tracked it have tripled in size. This divergence emerged as asset prices rose—but not as a result of 21st-century trends like the growing digitization of the economy.

Rather, in an economy increasingly propelled by intangible assets like software and other intellectual property, a glut of savings has struggled to find investments offering sufficient economic returns and lasting value to investors. These savings have found their way instead into real estate, which in 2020 accounted for two-thirds of net worth. Other fixed assets that can drive economic growth made up only about 20 percent the total. Moreover, asset values are now nearly 50 percent higher than the long-run average relative to income. And for every $1 in net new investment over the past 20 years, overall liabilities have grown by almost $4, of which about $2 is debt…

The rise and rise of the global balance sheet: How productively are we using our wealth?,” from @McKinsey_MGI

(Image above: source)

* Bill Bryson

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As we recalculate: we might spare a thought for composer, musician, director, and producer Frank “anything played wrong twice in a row is the beginning of an arrangement” Zappa; he died (of pancreatic cancer) on this date in 1993 at age 52.

“Politics is the entertainment branch of industry”

“The bottom line is always money”

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“The loudest of doomsayers, so often, carry the weightiest of sin”*…

A quick look at how some of the grimmest prognoses for the pandemic’s effect have turned out…

When misfortunes multiplied during the coronavirus pandemic, observers seized on a four-letter word signaling end of days for the largest state with one-eighth the U.S. population and 14% of its gross domestic product. “California doom: Staggering $54 billion deficit looms,” the Associated Press concluded a year ago in May. “California Is Doomed,” declared Business Insider two months earlier. “Is California doomed to keep burning?” queried the New Republic in October. California is “Doomed” because of rising sea levels, according to an April EcoNews Report. Bulletins of people leaving the world’s fifth-biggest economy for lower-cost states because of high taxes and too much regulation stifling business continue unabated.

No one anticipated the latest data readout showing the Golden State has no peers among developed economies for expanding GDP, creating jobs, raising household income, manufacturing growth, investment in innovation, producing clean energy and unprecedented wealth through its stocks and bonds. All of which underlines Governor Gavin Newsom’s announcement last month of the biggest state tax rebate in American history.

By adding 1.3 million people to its non-farm payrolls since April last year — equal to the entire workforce of Nevada — California easily surpassed also-rans Texas and New York. At the same time, California household income increased $164 billion, almost as much as Texas, Florida and Pennsylvania combined, according to data compiled by Bloomberg. No wonder California’s operating budget surplus, fueled by its surging economy and capital gains taxes, swelled to a record $75 billion

If anything, Covid-19 accelerated California’s record productivity. Quarterly revenue per employee of the publicly traded companies based in the state climbed to an all-time high of $1.5 million in May, 63% greater than its similar milestone a decade ago, according to data compiled by Bloomberg. The rest of the U.S. was nothing special, with productivity among those members of the Russell 3000 Index, which is made up of both large and small companies, little changed during the past 10 years.

While pundits have long insisted California policies are bad for business, reality belies them. In a sign of investor demand, the weight of California companies in the benchmark S&P 500 Index increased 3 percentage points since a year ago, the most among all states, according to data compiled by Bloomberg. Faith in California credit was similarly superlative, with the weight of corporate bonds sold by companies based in the state rising the most among all states, to 12.5 percentage points from 11.7 percentage points, according to the Bloomberg Barclays U.S. Corporate Bond Index. Translation: Investors had the greatest confidence in California companies during the pandemic.

The most trusted measure of economic strength says California is the world-beater among democracies. The state’s gross domestic product increased 21% during the past five years, dwarfing No. 2 New York (14%) and No. 3 Texas (12%), according to data compiled by Bloomberg. The gains added $530 billion to the Golden State, 30% more than the increase for New York and Texas combined and equivalent to the entire economy of Sweden. Among the five largest economies, California outperforms the U.S., Japan and Germany with a growth rate exceeded only by China.

Even with the economic disruptions caused by the pandemic, California cemented its position as the No. 1 state for global trade, with its Los Angeles and Long Beach ports seeing growth that led all U.S. rivals for the first time in nine years in 2020. Much has been made of the state reporting its first yearly loss in population, or 182,000 last year. Had it not been for the Trump administration preventing new visas, depriving as many as 150,000 people from moving to California from other countries annually, the 2020 outcome would have been more favorable.

Even so, Republicans, opposed to Newsom’s policies favoring immigration, criminal justice reform and greater benefits for housing, health and child care, want voters to decide whether he should be replaced in a potential recall election later this year. Former San Diego Mayor Kevin Faulconer, a Republican who is among those running to succeed him, said Newsom, a Democrat, hurt the state’s small businesses.

That’s not what the data shows. The 373 California-based companies in the Russell 2000 Index, which includes small-cap companies across the U.S., appreciated 39% the past two years and 85% since 2016, beating the benchmark’s 34% and 67%, respectively. The same California companies reported revenue growth of 56% the past five years, dwarfing the benchmark’s 34%, according to data compiled by Bloomberg. More important, California companies invested 16% of their revenues in R&D, or their future, when the rest of the U.S. put aside just 1%. 

Investing in the future is California’s way, the opposite of doom.

The Golden State has no peers when it comes to expanding GDP, raising household income, investing in innovation, and a host of other key metrics: “California Defies Doom With No. 1 U.S. Economy.” From Matthew Winkler (@Matthew_Winkler).

Someone ought to publish a book about the doomsayers who keep publishing books about the end of publishing

Evgeny Morozov

* Ta-Nehisi Coates

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As we check the facts, we might recall that it was on this date in 1978 that the Rainbow Flag was flown for the first time during the San Francisco Gay Freedom Day Parade. Created by Gilbert Baker, it has become a sign of LGBTQ pride worldwide.

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Written by (Roughly) Daily

June 25, 2021 at 1:00 am

“Our situation is unique in the annals of life, yet inscribed for all time in the logic of history”*…

 

evolution

 

A scan of the history of gross world product (GWP) at multi-millennium time scale generates fundamental questions about the human past and prospect. What is the probability distribution for negative shocks ranging from mild recessions to the pandemics? Were the agricultural and industrial revolutions one-offs or did they manifest dynamics still ongoing? Is the pattern of growth best seen as exponential, if with occasional step changes in the rate, or as super exponential? If the latter, how do we interpret the typical corollary,that output will become infinite in finite time? In a modest step toward answering such ambitious questions, this paper introduces the first internally consistent statistical model of world economic history…

[Looking back to 10,000 BCE, the author concludes that] the world economic system over the long term tends not to the steady growth seen in industrial countries in the last century or so, but to instability. The credible range of future paths seems wide.

Oh, so very wide… David Roodman (@davidroodman) goes big: “Modeling the Human Trajectory” (pdf).

(Image above: source)

* François Meyer, 1974. La surchauffe de la croissance: Essai sur la dynamique de l’évolution

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As we take the long view, we might recall that it is on this date each year that the roughly 300 residents of a small village participate in a drawing that determines who will be sacrificed to insure a good harvest… in Shirley Jackson’s short story, “The Lottery.”

Originally published in the June 26, 1948, issue of The New Yorker, it evoked strong initial negative response; subscriptions were cancelled; much hate mail received throughout the summer; and the Union of South Africa banned the story.  It is now considered a classic of short fiction (and among the most famous American short stories); it spawned several radio, television, and film adaptations, and inspired voluminous analysis, both literary and sociological.

lottery source

 

 

Written by (Roughly) Daily

June 27, 2020 at 1:01 am

“The welfare of a nation can scarcely be inferred from a measurement of national income as defined by the GDP”*…

 

GDP

 

Is the world becoming increasingly prosperous? It would be hard to answer “yes” right now, at least so far as the leading high-income economies are concerned. Yet the longstanding bellwether of economic progress – inflation-adjusted GDP – has been growing across most of the OECD since 2010, suggesting that everything is fine.

Some 80 years after GDP was introduced, nearly everyone (apart from the indicator’s stewards) has concluded that it is  of economic progress. But there is no consensus yet on a possible replacement. Reaching agreement on an alternative will require a new concept of prosperity and a new way to measure whether living standards are improving…

Over eight decades after its introduction, there is a widespread consensus that GDP is no longer a useful measure of economic progress.  Its successor will need to be compelling and tell a persuasive story, consistent with experience, of what is happening in our economies.  Diane Coyle offers some leads on possible successors: “What Will Succeed GDP?

* Simon Kuznets

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As we grope for good gauges, we might recall that it was on this date in 1848 that a political pamphlet by the German philosophers Karl Marx and Friedrich Engels, The Communist Manifesto, was published.  Commissioned by the Communist League and written in German, it appeared as the Revolutions of 1848 began to erupt.  Subsequently, of course, Marx elaborated on his argument (with Engel’s help, after Marx’s death) in Das Kapital.

150px-Communist-manifesto

Cover of the first edition

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Written by (Roughly) Daily

February 21, 2019 at 1:01 am