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U.S. Federal Reserve policies that focus on bringing down the unemployment rate, with special focus on the long term unemployed. The Fed's view is that unemployment is high across all sectors and industries and not based primarily on structural factors such as mismatch in skills. Structural unemployment cannot be reduced through interest rate or monetary policy.

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The July 2017 unemployment rate drops to 4.3% from 4.4% the prior month. The Labor Department reported nonfarm payrolls up by 209,000. One in four of these jobs were in the restaurant business, resulting in more lower paying jobs. Economic growth remains low at 2%.

A better gauge of the jobless situation is the U-6 which includes underemployment and people on parttime jobs looking to work full time, and people who have stopped looking-it is at 8.6% in July, same as the prior month. It was 7.9% in late 2007 before the financial crisis.

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Jack Welch, former head of GE (General), says there is something that does not add up in the Labor Dept numbers for unemployment in Sept. 2012 showing that the unemployment rate declined from 8.1% to 7.8%, because experts estimate the economy has to generate more than 150,000 jobs each month just to keep up with population growth. The number of jobs generated for 2012 are lower than this number. Another measure of unemployment which shows the underutilization of labor in America, which the U.S. Federal Reserve's Bernanke looks at because it is ameasure of how effectively the U.S. is using the productive resources of the country, is U-6. U-6 covers people in parttime jobs who cannot find full time jobs and this has remained unchanged at 14.7% for Sept. 2012 according to the Labor Department.

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With an unemployment rate of 13% compared with 7% as the European average, and Spain having 3 million unemployed, the situation is serious. Spain's savings banks predict another 1 million may be unemployed to take the unemployment rate up to 18%. There are 5 million immigrants among the unemployed, as the immigrant population has risen eight fold in the last decade. The Zapatero government has a euros 33 billion public works programme that it hopes will lead to 25,000 new building projects by May to keep unemployment down. Unemployment benefits will run out for the first wave of jobless by December, 2009. The social safety net represented by the family support that is the backup during such times in Spain is weaker now, with many families having single parents.

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Elelven of twelve Fed Governors support the U.S. Federal Reserve's decision to keep rates low till unemployment falls below 6.5%, as long as inflation remains subdued at 2-2.5% and inflation expectations are low. Only the Fed governor of Richmond expressed a dissenting vote. The Fed in its policy statement said it was addressing the problems of the last three years in housing and joblessness. Charles Evans of the Chicago Fed put it this way in a Sept 2011 speech- suppose the inflation rate was 5% when the target was 2%, then central banksers at the Fed would have acted as if their hair was on fire to tackle inflation, then why shouldn't the Fed do the same for unemployment. He succeeded in convincing Bernanke, Yellen and other Fed governors. Bernanke emphasized the enormous cost in human potential and productive capacity of the U.S. economy from high unemployment and people dropping out of the labor force.

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Herbert cites figures from the Center for Labor Market Studies at Northeastern University in Boston which divides households into 10 groups based on annual household income at looks at unemployment levels in eachfot 4th quarter 2009. The highest group with incomes of larger than $150,000 had unemployment of 3.2%, the next group at $100,000 to $149,999 at 4%, households earning $60,000 to $75,000 had jobless rate of 6.4%, with $50,000 to $59,000 a 7.8% jobless rate. Its only when you get $40,000 to $49,000 that you see jobless rates of 9%, that is close to the national average. The worst pain is in the lower middle class groups with the 7.8% and 9% unemployment and in the income groups of $12,500 to $20,000 which have 19.1% unemployment. For workers at the bottom the unemployment rate is 31%! The workers in service industries, such as food preparers, building cleaners, less educated, high school dropouts, blue collar workers, workers in the construction industry, many blacks and Hispanics, are all hard hit. This also gives some idea why the jobless situation does not cause the same anguish in the media coverage as most of it is concentrated among young people, immigrants, illegal immigrants, Hispanics, minorities, and in service and construction industry type occupations. This creates a fragile situation from a social cohesion perspective especially as the lower middle class is also in the same situation and this combined with the working class blue collar and service and construction workers is a large segmet of society....

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Los Angeles and New York city with about 15% of the workforce in creative freelancing jobs where people work two, three, or four jobs to pay the bills, are being hurt by high unemployment. These jobs have little job protection and require people to leave their homes during coronavirus. This includes performers, production crews, ride share drivers, personal trainers and others. Los Angeles area unemployment has reached 21%.

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US jobs reports May June 2025 revisions suggest slowdown.14000, 19000,  and 73000 US job gains May June and July 2025 suggest slowdown in the economy. Layoffs are low but hiring is slowing as companies tackle uncertainty. Number of people unemployed 27 weeks increases from 1.65 to 1.83 million in July 2025. Healthcare and social assistance added jobs. Government layoffs were 12000. Unemployment rate increases from 4.1% to 4.2% in July 2025.

In 2024 166,000 jobs were needed for unemployment rate to be steady, now just 86,000 jobs because immigration has dropped to new lows. This is important to note for rest of 2025 to 2030.

Also jobs reports are seeing downward revision because smaller companies tend to send in data late to the Labor Department in the current uncertainty.

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The former CEO of GE (General Electric) says why he is skeptical about the decline in the unemployment rate to 7.8% as shown by the household survey of the Bureau of Labor Statistics. He says the economy has to have grown at breakneck speed for unemployent to drop from 8.3% to 7.8% in 2 months. The dozen companies he is working with are seeing third quarter 2012 results worse than the second quarter. The labor force participation rate declined to 63.5%, the lowest since Sept 1981- fewer people looking for work accounts for the drop from 8.3% in July to 8.1% in August 2012. Other numbers that look implausible are the BLS figures of federal state and local governments adding 602,000 workers to their payrolls in Aug and Sept 2012, the largest 2 month increase in 20 years. And the BLS figure of overall 873,000 workers being added in Sept. 2012, the largest one month increase since 1983. All this he calls implausible. Part of the problem is the way the data is collected because someone who for example says he got a job baby sitting for from anywhere in the range of 1 to 34 hours is a parttime worker, so that working 1-2 hours would be counted as employed parttime in the BLS methodology....

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David Blanchford of Dartmouth College and Adam Posen of the Peterson Institute of International Economics argue in a recent paper that the true indicator of unemployment in this economy -with a low participation rate and millions dropping out of the labor market unable to find work- is the wage growth. This is particularly true with the U.S. Labor Department report of 288,000 new jobs in 2014 and a 6.3% unemployment rate, yet wages flat for March and April 2014, and no improvement in the participation rate. Blanchford says one should look at the wage growth and consider the rest to be noise. The Yellen Fed is looking closely at the participation rate.

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Figures from the Labor Department show the unemployment rate in the U.S. unchanged for June 2012 at 8.2% and job additions of only about 80,000.

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The Labor Department report for September 2013 shows 148,000 jobs added, lower than expected. The lower jobs figures and the political uncertainty provide additional support for new Fed chairman Janet Yellen to continue pursuing the policies of Ben Bernanke aimed at reducing high unemployment.

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The unemployment rate drops to 6.3% in April 2014, as a significant number of Americans stop looking for jobs they cannot find. 288,000 new jobs were created in April 2014, according to the Labor Department. Yet the participation rate has declined to 62.8%, the lowest in three decades, and wages are up only about 1.9% from the prior year month. The unemployment rate which counts involuntary part-time workers and workers discouraged and not looking for a job was 12.3% for April 2014.

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The hardest hit group in this downturn are workers who have not completed high school, with the unemployment rate for this group going up to 15.5% compared to 8.4% last year. Workers with 4 year college degrees have unemployment at 4.8%, comparedto 2.3% a year ago. The unemployment rate for women in May is at 7.5% and for men at 9.8%. Women who have finished high school have an easier time finding jobs in health care and education. The male dominated manufacturing and construction industries are among the worst hit. Harvard University labor economist Katz says the recessions of 1990 and 2001 were more "egalitarian" than the present one, which is more like the recessions of the early 1980's and the 1970's when the less educated group was the hardest hit.

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Wages remain stagnant, labor participation rate declines, and U-6 at 11.8%, as unemployment rate declines to 5.9% in U.S. labor market.

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Britain protected about a third of its workforce during the months of lockdown for coronavirus. As a result Britain has protected workers from unemployment and effects of job loss. The job retention scheme protected 9.1 million workers, and the self employment scheme 2.6 million workers. The figures for the 3 months to April form the Office of National Statistics shows unemployment at 3.9% and the employment rate at 76.4% about 0.3% more than in 2019. 

As the government ends these schemes with reopening the economy by August some effect will be seen of job loss but not to the extent that this could have been without strong government action.

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This analysis by Mackintosh in WSJ points out that the low to negative interest  policy of the ECB has hurt savers, bank profits, and makes the ECB unpopular, yet it has shown tangible signs of success in creating jobs. This is true even though unemployment in the EU is still over 10% in some countries. He says that the unemployment is back to where it was in Nov. 1998 before the euro. There are 7.5 million jobs created in EU since beginning of 2014, the point at which ECB went to ultra low interest rates. This is above the 6.3 million created in the U.S. upto 1st quarter 2016. Big difference now is that companies and households are borrowing as rates fell. Inflation at 0.2% in August 2016 for EU is a weak spot, but considering where the EU was just 2-3 years before in 2013, the change is a largely positive one.

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Large proportion of young people, growing rates of school and college enrollment, and high unemployment in the Arab world.