• Home
  • Latest
  • Fortune 500
  • Finance
  • Tech
  • Leadership
  • Lifestyle
  • Rankings
  • Multimedia

Trendingnow

1

The millennial generation is split in 2: an older crowd with boomer-style comfort, a younger set going 'back to the early 1900s'

2

'The demographic dividend of the last 40 years is ending': J.P. Morgan says the world is running out of the two things that kept interest rates down

3

Jensen Huang made his $172 billion fortune on AI chips. His family's $75 million gift to Vanderbilt argues art decides what technology is for

1

The millennial generation is split in 2: an older crowd with boomer-style comfort, a younger set going 'back to the early 1900s'

2

'The demographic dividend of the last 40 years is ending': J.P. Morgan says the world is running out of the two things that kept interest rates down

3

Jensen Huang made his $172 billion fortune on AI chips. His family's $75 million gift to Vanderbilt argues art decides what technology is for
China

What is the real unemployment rate in China?

By
Chris Matthews
Chris Matthews
Down Arrow Button Icon
By
Chris Matthews
Chris Matthews
Down Arrow Button Icon
August 20, 2015, 7:00 AM ET
Chinese President Xi Jinping
Chinese President Xi JinpingPhotograph by Lintao Zhang—Getty Images
Add Fortune on Google for similar content.

The Western world has long been frustrated by the lack of reliable government data on the Chinese economy, and there is no statistic less credible than the nation’s official unemployment rate.

As the Financial Times put it earlier this year, “China’s official unemployment statistics are the worst of a notoriously unreliable set,” pointing out that the unemployment rate has fluctuated between just 4% and 4.3% despite the fact that quarterly, year-over year growth has been as high as 14% and as low as 6%.

Everyone knows that the unemployment rate in China isn’t 4%, but nobody can agree on an alternate measure. This week, in a working paper for the National Bureau of Economic Research, Feng Shuaizhang of the Shangai University of Finance and Economics and Hu Yingyao and Robert Moffitt of Johns Hopkins University try their hand at estimating the real unemployment rate in China.

The results are startling. As you can see from the chart below, these economists argue that the unemployment rate in China has long been higher than in most high-income countries, like the United States:

Screen Shot 2015-08-18 at 3.56.59 PM

Some commentators have used this study to hint that not all is well in the world’s second largest economy. As economist Alex Tabarrok writes, “Keep an eye on China and don’t be surprised by the unexpected. In China it’s not just the unemployment rate that is more volatile than it appears.”

There are plenty of reasons to believe that the Chinese economy is deteriorating fast. But if the unemployment rate is really 10% rather than 4%, what does that actually say about China’s economy? The short answer is not much, because what constitutes unemployment isn’t cut and dry. To calculate the unemployment rate, you have to make arbitrary cutoffs, like what constitutes full-time employment and who we should count as a member of the labor force. Also, comparing unemployment rates between advanced countries like the United States and middle-income countries like China is very difficult because the latter tend to have much larger informal sectors that can provide their people with enough income to get by.

When looking at the unemployment rate, trends matter most. And even by the analysis above, unemployment in China is headed downward, and for the past decade, hasn’t been more volatile than the official rate. Many place considerable weight on China’s unemployment rate because of a belief that the Chinese people have made a pact with the Communist Party: they’ll accept restrictions on freedom, and Communist-party corruption, as long as China’s standard of living continues to rise.

High levels of unemployment don’t bode well for the standard-of-living component of that pact, but other measures of the economic health of the median Chinese citizen are doing just fine. According to The Economist, “One alternative is a survey of urban employment centres published by the ministry of human resources and social security. This shows that for every job seeker, there were 1.06 job openings in the second quarter this year, implying that the labour market is actually very tight.” Meanwhile, it looks like the income of the average Chinese person continues to rise, even at faster rate than China’s GDP.

These are the trends that Chinese President Xi Jinping must continue to foster. To do that, he’ll have to take actions that boost the income of ordinary workers and, as a result, restrict the privileges of the upper class, many of whom are closely connected with the ruling Chinese Communist Party. That means angering exporters who want cheap labor and a cheap yuan, local party leaders who want to fund their government by selling land to developers financed by cheap money, and reining in economically inefficient state-owned enterprises.

There’s evidence that efforts to rebalance China’s economy are already being reversed, amid a stock market collapse and quickly falling growth. If the economic troubles plaguing China’s start to result in a trend of higher unemployment, we might see Beijing reverse course more quickly, relying on state operated enterprises to boost employment and suppressing wages to kickstart the great export machine again. All of this would spell bad news for China in the long run, but what’s most important is where unemployment is headed, not the rate itself.

About the Author
By Chris Matthews
See full bioRight Arrow Button Icon
Add Fortune on Google for similar content.

Latest in International

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025

Most Popular

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Fortune Secondary Logo
Rankings
  • 100 Best Companies
  • Fortune 500
  • Global 500
  • Fortune 500 Europe
  • Most Powerful Women
  • World's Most Admired Companies
  • See All Rankings
  • Lists Calendar
Sections
  • Finance
  • Fortune Crypto
  • Features
  • Leadership
  • Health
  • Commentary
  • Success
  • Retail
  • Mpw
  • Tech
  • Lifestyle
  • CEO Initiative
  • Asia
  • Politics
  • Conferences
  • Europe
  • Newsletters
  • Personal Finance
  • Environment
  • Magazine
  • Education
Customer Support
  • Frequently Asked Questions
  • Customer Service Portal
  • Privacy Policy
  • Terms Of Use
  • Single Issues For Purchase
  • International Print
Commercial Services
  • Advertising
  • Fortune Brand Studio
  • Fortune Analytics
  • Fortune Conferences
  • Business Development
  • Group Subscriptions
About Us
  • About Us
  • Press Center
  • Work At Fortune
  • Terms And Conditions
  • Site Map
  • About Us
  • Press Center
  • Work At Fortune
  • Terms And Conditions
  • Site Map
  • Facebook icon
  • Twitter icon
  • LinkedIn icon
  • Instagram icon
  • TikTok icon
  • YouTube icon

Most Popular

The millennial generation is split in 2: an older crowd with boomer-style comfort, a younger set going 'back to the early 1900s'
Real Estate
The millennial generation is split in 2: an older crowd with boomer-style comfort, a younger set going 'back to the early 1900s'
By Nick LichtenbergJuly 25, 2026
13 hours ago
'The demographic dividend of the last 40 years is ending': J.P. Morgan says the world is running out of the two things that kept interest rates down
Economy
'The demographic dividend of the last 40 years is ending': J.P. Morgan says the world is running out of the two things that kept interest rates down
By Eleanor PringleJuly 24, 2026
2 days ago
Jensen Huang made his $172 billion fortune on AI chips. His family's $75 million gift to Vanderbilt argues art decides what technology is for
Big Tech
Jensen Huang made his $172 billion fortune on AI chips. His family's $75 million gift to Vanderbilt argues art decides what technology is for
By Sydney LakeJuly 23, 2026
3 days ago
Trump pulls back after Iran crosses his red line as U.S. military breaks two-week streak of airstrikes amid talks for potential Hormuz deal
Middle East
Trump pulls back after Iran crosses his red line as U.S. military breaks two-week streak of airstrikes amid talks for potential Hormuz deal
By Jason MaJuly 25, 2026
5 hours ago
An 11-year-old is cleaning his neighbors' trash cans for $10 each—he now has 100K followers as teens face the worst summer job market since 1948
Success
An 11-year-old is cleaning his neighbors' trash cans for $10 each—he now has 100K followers as teens face the worst summer job market since 1948
By Orianna Rosa RoyleJuly 25, 2026
15 hours ago
The $39 trillion U.S. national debt isn’t as high as Japan’s and Singapore’s relative to economy size—and yet it's still worse somehow
Economy
The $39 trillion U.S. national debt isn’t as high as Japan’s and Singapore’s relative to economy size—and yet it's still worse somehow
By Sasha RogelbergJuly 23, 2026
2 days ago

© 2026 Fortune Media IP Limited. All Rights Reserved. Use of this site constitutes acceptance of our Terms of Use and Privacy Policy | CA Notice at Collection and Privacy Notice | Do Not Sell/Share My Personal Information
FORTUNE is a trademark of Fortune Media IP Limited, registered in the U.S. and other countries. FORTUNE may receive compensation for some links to products and services on this website. Offers may be subject to change without notice.