Equitable Growth’s Jobs Day Graphs: February 2018 Report Edition

Earlier this morning, the U.S. Bureau of Labor Statistics released new data on the U.S. labor market during the month of February. Below are five graphs compiled by Equitable Growth staff highlighting important trends in the data.

1.

The prime employment rate hit a new high for this expansion at 79.3 percent. However, that’s still below levels seen before the 2007-2009 Great Recession and the 2001 recession.

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2.

After a big spike last month, the black unemployment rate fell to 6.8 percent in February, near it’s all-time low. But it’s still close to twice as high as the white unemployment rate.

3.

Wage growth for all workers fell back to Earth in February to 2.6 percent after a jump to 2.9% in the previous report. Nominal wage growth remains tepid.

4.

The share of unemployed workers unemployed for fewer than 5 weeks is now larger than the share who are long-term unemployed.

5.

As growth appears to pull workers into the labor force, keep an eye on changes in unemployment due to workers re-entering the labor force or new entrants.

Should-Read: Teddy Roosevelt (1907): Address on the occasion of the laying of the corner stone of the Pilgrim memorial monument

Should-Read: Back in the days when a Republican president would blame an economic depression on his own biggest contributors: Teddy Roosevelt (1907): Address on the occasion of the laying of the corner stone of the Pilgrim memorial monument: “It may well be that the determination of the Government (in which, gentlemen, it will not waver), to punish certain malefactors of great wealth…

…has been responsible for something of the trouble ; at least to the extent of having caused these men to combine to bring about as much financial stress as possible, in order to discredit the policy of the Government…

What would lead to monetary overshooting by the Fed?

After years of dormancy, inflation in the U.S. economy just might be heading upward. The Federal Reserve’s preferred measure of inflation-the personal consumption expenditures price index-is still growing below the central bank’s 2 percent inflation target, but recent data might indicate the beginning of an uptick. Over the past year the so-called core inflation measure of that index (minus food and energy prices) has grown 1.5 percent, but over the past three months it rose at a 1.9 percent annualized rate. But if inflation has yet to hit the target consistently, why has the central bank been raising interest rates? It may have to do with a perhaps undue fear of overshooting that target.

Overshooting is way of ensuring that the Fed has provided enough economic stimulus (by injecting more money into the economy) or seen enough economic stimulus provided by fiscal policymakers (by spending money or reducing taxes) so that the economy is firing on all cylinders. If inflation were slightly above the Fed’s target, then it seems quite likely that the labor market would be at or perhaps slightly above full employment consistent with its 2 percent inflation target. Similarly, overshooting inflation would be a signal that other resources in the economy are operating a bit above capacity as the actual output of the economy would be above the “potential output” of the economy.

In short, overshooting the Fed’s inflation target is akin to a long-distance runner who sprints through the finish line-ensuring the race closes at as fast a pace as possible.

So, how could the Fed institute monetary policy that embraces overshooting? One argument is that the Federal Open Markets Committee, the policy arm of the Federal Reserve, could adopt a monetary policy target that incorporates overshooting. So-called level targets such as a price level target or a nominal Gross Domestic Product level target would require overshooting the target rate of inflation or nominal GDP growth (before accounting for inflation) in order to make up for slower growth experienced since the end of the Great Recession.

But perhaps a new target alone wouldn’t be enough. At an event last week hosted by the Hamilton Project, Neel Kashkari, president of the Federal Reserve Bank of Minneapolis, argued that a strong belief in a “nonlinear relationship” between unemployment and inflation among many monetary policymakers is why the Fed has hiked interest rate hikes when the rate of inflation was still below target. A nonlinear relationship means that as the unemployment rate declines with unemployment already low, inflation would increase much quicker than it would amid a similar decline in unemployment when unemployment is high. To make up an example, a 0.1 percentage point decline in the unemployment rate would boost inflation by 0.3 percentage points when unemployment is at 4 percent, but the same decline in unemployment would only lead to a 0.15 percentage point increase in inflation when unemployment is 6 percent.

If there is a nonlinear relationship, then credibly overshooting an inflation target might be difficult because inflation would be hard to control with the labor market and the overall economy already running fairly tight. Yet the economic experience of the past several years suggests that instead there is a linear relationship between the unemployment rate and the inflation rate, and that the relationship is quite weak. Overshooting, it would seem, could be quite manageable.

But if most U.S. monetary policymakers believe in a nonlinear relationship, then overshooting won’t happen, and a move to a level target would be difficult. That means a move toward overshooting would require a rethink of the relationship between slack in the economy and inflation within the Federal Open Markets Committee, either by changing minds or changing members.

Should-Read: Yascha Mounk: Why so many Westerners feel like democracy has failed them

Should-Read: I never understand why people say things like “we’ve never managed to transform countries that thought of themselves as being monoethnic and monocultural into multiethnic ones”. An awful lot of America’s “white” people today look exactly like the people the Know-Nothings were trying to keep out. “White”—i.e., not Black—became the multiethnicity umbrella term (for everybody who wasn’t Black): Yascha Mounk: Why so many Westerners feel like democracy has failed them: “People no longer feel that the political system is actually delivering for them…

…The stagnation of living standards for ordinary people. From 1935 to 1960, the living standard of the average American doubled…. But living standards haven’t gone up in decades, and now they’re just saying, “Let’s throw some shit against the wall and see what sticks.” A lot of this discontent is driven by economic concerns, but the form it takes is cultural or racial. We have to recognize that we’re in the middle of a unique historical experiment: We’ve never managed to transform countries that thought of themselves as being monoethnic and monocultural into multiethnic ones, which is what’s happening in Europe and, to a lesser degree, in the United States. Some of these countries were always multiethnic, but they also had a clear racial hierarchy in which some people had advantages over others. Overturning all that is desirable, but it’s also politically difficult. We’re in the middle of a giant fight. A lot of people are rightly saying, “We need to live up our ideals,” but a bunch of people feel they have something lose because of it…

Should-Read: Ann Marie Marciarille: What older people should know about Medicare and Medicaid

Should-Read: Ann Marie Marciarille: What older people should know about Medicare and Medicaid: “Not unlike both the 111th Congress that passed the Affordable Care Act and the 115th Congress that recently amended it with the new federal tax bill, we are often in the dark about our own health care and health insurance systems…

…Whether you think this is a matter of being in good company or a national embarrassment, I can think of no problem greater among our citizenry than health insurance illiteracy in general, and about Medicare and Medicaid, in particular. Many of us, for example, learn about the limits of our own individual health care coverage at the clinic check-in window or in the pharmacy check-out line. These are the wrong venues at which to ask questions and consider the implications of plan and coverage design…. The majority of Americans do not understand that Medicare offers only a limited long-term care benefit…. We generalize about health care and health insurance in ways that may be profoundly inaccurate as well as personally disadvantageous…. We bargain in the dark over both our own future and that of our fellow Americans. Older people are at a particular disadvantage in this “understanding your health insurance” game because older Medicare beneficiaries are often retired, remote from former employers’ human resource departments and they are often reluctant to burden adult children with the task of attempting to decipher coverage….

Traditional Medicare or Medicare Advantage? Medicare Part D coverage and, if so, what plan? Medicare Supplemental Insurance and, if so, at what level of coverage and cost? We have made Medicare and Medicaid so complex that the quality of our own understanding of the individual implications of enrollment, and also the debate over various reform proposals are degraded…. The UMKC Consortium for Aging in Community is hosting two public events on Medicare and Medicaid in March, in an effort to create a bridge between health care experts and the community’s need for information…. Ordinary intelligent people ought not be excluded from the current debates over the future of Medicare and Medicaid. Indeed, those very people ought to drive the debate…

Should-Read: Carmen M. Reinhart and M. Belen Sbrancia (2011): The Liquidation of Government Debt

Should-Read: Carmen M. Reinhart and M. Belen Sbrancia (2011): The Liquidation of Government Debt: “High public debt often produces the drama of default and restructuring…

…But debt is also reduced through financial repression, a tax on bondholders and savers via negative or below- market real interest rates. After WWII, capital controls and regulatory restrictions created a captive audience for government debt, limiting tax-base erosion. Financial repression is most successful in liquidating debt when accompanied by inflation. For the advanced economies, real interest rates were negative 1⁄2 of the time during 1945–1980. Average annual interest expense savings for a 12—country sample range from about 1 to 5 percent of GDP for the full 1945–1980 period. We suggest that, once again, financial repression may be part of the toolkit deployed to cope with the most recent surge in public debt in advanced economies…

Should-Read: Frances Woolley: Why do beginner econometricians get worked up about the wrong things?

Should-Read: Why I am starting to think that both statistics and economics are about to come under serious threat from data science: Frances Woolley: Why do beginner econometricians get worked up about the wrong things?: “People make elementary errors when they run a regression for the first time…

…They inadvertently drop large numbers of observations by including a variable, such as spouse’s hours of work, which is missing for over half their sample. They include every single observation in their data set, even when it makes no sense to do so. For example, individuals who are below the legal driving age might be included in a regression that is trying to predict who talks on the cell phone while driving. People create specification bias by failing to control for variables which are almost certainly going to matter in their analysis, like the presence of children or marital status.  But it is rare that I will have someone come to my office hours and ask “have I chosen my sample appropriately?” Instead, year after year, students are obsessed about learning how to use probit or logit models, as if their computer would explode, or the god of econometrics would smite them down, if they were to try to explain a 0-1 dependent variable by running an ordinary least squares regression….

I am happy to concede to Dave Giles that, all else being equal, it is better to use probit than ordinary least squares, and that Stata’s margins command is not that difficult for an undergraduate to use. But all else is not equal. Using probit will not save a regression that combines men and women together into one sample when estimating the impact of having young children on the probability of being employed, and fails to include a gender*children interaction term. (The problem here is that children are associated with a higher probability of being employed for men, and a lower probability of being employed for women. These two effects cancel out in a sample that includes both men and women.) Once students know how to appropriately define a sample, deal with missing values, spot an obviously endogenous regressor, and figure out which explanatory variables to include in their model, then it might be worth having a conversation about the relative merits of probit and linear probability models. Until then, I’m telling my students to use the regress command and, if it makes them feel better, stick “robust” at the end of it. They don’t listen.

It all comes down to the way that they have been taught econometrics…. Econometrics is taught that way for a simple, practical reason: it’s easy. When every student downloads his own data, works on his own unique problem, and specifies a novel and original model, each student will need a lot of individual help and attention. The marking cannot be delegated to a TA, because each research question, and each data set, is different, so it is impossible to write down a simple answer key. But spending hours upon hours reading students’ first struggling steps at regression analysis is a huge amount of work. It’s so much easier to mark a final exam consisting of calculations, short answer questions, and replication of theorems…

Data science venn diagram Google Search

Should-Read: Mark Belko: As new apartments are built around Pittsburgh, older stock is feeling the pressure

Should-Read: Supply and demand works for housing markets: add more housing while keeping the desirability of the metropolitan area in the eyes of the well-off constant, and housing prices fall. Of course, more housing and the resulting density can raise the desirability of the metropolitan area in the eyes of the well-off: Mark Belko: As new apartments are built around Pittsburgh, older stock is feeling the pressure: “Pittsburgh is in the midst of a supply surge, with about 4,600 units being built within the last three years…

…more than in the previous 15 years combined. Another 3,479 units are set to be completed in the next two years…. The biggest impact could be on older apartment buildings, which may have a hard time competing, according to the report…. CBRE cited the 2004-built Flats at Southside Works. Occupancy hit 99 percent in 2010 and the average rent peaked at $1.80 a square foot in 2014. Faced with competition from the newer Hot Metal Flats and Southside Works City Apartments, the complex is now 71 percent occupied with rents of $1.73 a square foot, according to the report…. While Walnut Capital hasn’t experience a significant drop in occupancy, it has become an issue among landlords, Mr. Reidbord noted. “Unless you have something better to offer in the older apartments, you’re going to be subject to competition from new apartments,” he said…

Should-Read: Ann Marie Marciarille: The Amazon Threat to Kill the Hungry Tapeworm

The Very Hungry Tapeworm Random Acts of Creativity by Karen Windness

Should-Read: Ann Marie Marciarille: The Amazon Threat to Kill the Hungry Tapeworm: “Health industry stock analysts and observers have been wondering for some time about Amazon’s potential to enter the marketplace for health care goods and services…

…obtained wholesale pharmaceutical distribution licenses in twelve states…. Now… Amazon, Berkshire Hathaway, and JP Morgan have announced their intention to create a multi-employer not for profit health insurance plan/health care provider, it is not only the pharmaceutical sector that is speculating on what all this could mean…. Health care delivery as well as employer sponsored health insurance is contemplated…. We do have a significant historic example of a business person inexperienced in health care delivery and health insurance taking these industries by storm. That is what Henry Kaiser did, beginning in the Richmond Kaiser shipyards of the 1930’s on site and opened for public enrollment in the 1940’s. Henry Kaiser had clear goals: bind his employees to his shipyards with an attractive plan at a time when war time frozen wages could not perform this function and offer better workplace injury care in order to keep wartime production moving… a better workers comp system… moved to employer sponsored health insurance… had an interest in redeeming his mother Mary Kaiser’s death at the age of 52 from untreated kidney disease… chronic nephritis…. untreated because she could not afford the care required and Henry, a teenager at the time, could not afford it for her….

One collaborative press release does not an integrated health care delivery/health insurance company make. Even a collaborative press release as wonderful as today’s quoting Warren Buffet vowing to help attack the health care costs that are a hungry tapeworm on American business and the American economy raises more questions than it answers…

Should-Read: N. Gregory Mankiw, David Romer, and David Weil (1992): A Contribution to the Empirics of Economic Growth

Should-Read: An oldy now, but a very goody: The treatment of human capital in this paper is inadequate: the benefits of human capital are private to the learner, which I think is wrong, and teachers in rich countries are 50 times as good at getting human capital into the brains of learners as are teachers in poor countries, which I think is wrong. Human capital largely acts as a force multiplier for physical capital. But the underlying lesson is very good: the Solow model can fit quite well if you assume capital production function parameters of a half or more: N. Gregory Mankiw, David Romer, and David Weil (1992): A CONTRIBUTION TO THE EMPIRICS OF ECONOMIC GROWTH: “This paper examines whether the Solow growth model is consistent with the international variation in the standard of living…

…It shows that an augmented Solow model that includes accumulation of human as well as physical capital provides an excellent description of the cross-country data. The paper also examines the implications of the Solow model for convergence in standards of living, that is, for whether poor countries tend to grow faster than rich countries. The evidence indicates that, holding population growth and capital accumulation constant, countries converge at about the rate the augmented Solow model predicts…

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