One of the worst stretches ever for American productivity growth is getting even worse.
Worker productivity—the output of goods and services for each hour of labor—slid in the opening months of the year as companies shelled out more on wages. The trend, if it continues, poses a challenge to the economy’s potential amid weak global growth and declining corporate profits.
Declining productivity growth means companies need more workers to keep up with demand and helps explain why millions of people have been able to rejoin the job market in recent years despite a slow-growing economy.
But poor productivity can also crimp companies’ profits and threaten workers’ wage growth and living standards over the longer run.
“For productivity growth to pick up, output has to pick up,” said Joshua Shapiro, chief U.S. economist at consultancy MFR Inc. “We need stronger demand. I don’t see where that’s going to come from in the global economy.”
The current economic expansion, which wraps up its seventh year next month, has been driven largely by rising employment rather than gains in productivity. Since the economic recovery began in mid-2009, output per hour worked has expanded at an average annual rate of 1.3%. That was the worst performance over a seven-year stretch since the late-1970s to mid-1980s, which were marked by back-to-back recessions.
In the first quarter, the picture worsened: Productivity in the nonfarm business sector declined at a 1% seasonally adjusted annual rate, the Labor Department said Wednesday. From a year earlier, productivity was up just 0.6%. The quarterly drop marked the fourth decline in the past six quarters.
Productivity usually grows fastest in the early stages of a recovery while companies catch up to a rise in demand with a leaner workforce, and then it typically slows. Economists are divided about why productivity gains have frequently stalled in recent quarters. Federal Reserve Chairwoman Janet Yellen in late March said the reasons for “very disappointing” productivity are difficult to understand.
Factors often cited for the slump run from a regulatory and tax environment that some economists say discourages entrepreneurship to mismeasurement of the data to technological change and persistently weak demand throughout the expansion.
“Part of the story is how far things fell in the recession and how long it took to make up lost ground,” Barclays economist Jesse Hurwitz said.
Meanwhile, firms struggling to produce goods and services efficiently are boosting headcount to compensate, though the added workers are having a limited impact on output. In the first three months of this year, workers toiled for longer hours—and for higher wages—but their output barely nudged up.
Unit labor costs, a key gauge of compensation costs, increased at a 4.1% annual rate in the first three months of the year from the prior quarter. That was the sharpest jump in more than a year. Labor costs climbed 2.3% from a year earlier, well above recent inflation reading.
Indeed, wage growth showed some progress. Hourly compensation increased at a 3.0% annual rate compared with the prior quarter. That comes after hourly compensation grew at a 0.9% annual rate in the fourth quarter, and could be a signal that a tightening job market may be putting pressure on employers to better pay packages.
A flipside of higher compensation for workers is lower profits for companies. Three of the largest U.S. trucking companies—Werner Enterprises Inc., Knight Transportation Inc. and Swift Transportation Co.—all saw double-digit profit declines in the first quarter, blaming rising driver wages for part of the squeeze.
Pizza chain Papa John’s International Inc. said it had “seen a little bit of wage inflation.”
“There is pressure throughout the rest of the country in various forms” beyond cities like New York which recently boosted the minimum wage, finance chief Lance Tucker told investors Wednesday.
Dropping productivity is another worry for the broader U.S. economy, which barely managed to eke out growth in the first quarter.
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)
Gross domestic product, the broadest measure of goods and services produced across the economy, increased at a tepid 0.5% seasonally adjusted annual rate in the first three months of the year, the Commerce Department said last week. Business spending tumbled, while exports fell and consumers showed signs of caution.
That is a concern for the Federal Reserve as it attempts to move away from extraordinary easy-money policies without undermining the fragile U.S. expansion.
The confidence about economic strength that led Fed officials to raise short-term interest rates late last year has been tempered by concerns about weak global growth, subpar inflation and slow productivity growth. Since the December rate increase, officials have indicated they will go slow on further increases. The decline in productivity and weak demand mean the Fed can’t yet lower its guard against threats to inflation.
The productivity slowdown has not been confined to the U.S. Since the financial crisis, labor productivity growth fell significantly in most member countries of the Organization for Economic Cooperation and Development, according to the 34-nation group of developed economies. The U.K. recently lowered economic growth forecasts in part to reflect a gloomier productivity outlook.