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Job growth has accelerated this year, but women are falling behind.

Women occupy 45% of all jobs gained over the past 12 months, down from half of all payroll additions in the previous year. They held 49% of the nation's 131 million jobs in July, Bureau of Labor Statistics (BLS) figures show.

Men have outpaced women since the jobs recovery began in 2010. That's largely because they were hit much harder by job losses in manufacturing and construction during the 2007-09 Great Recession and benefited more as those sectors bounced back.

But men have widened their lead in terms of job growth, in part because of a boom in oil and natural gas drilling. The unemployment rate for

men dipped to 6.2% in July, vs. 7.7% a year ago. Women's unemployment was also 6.2% last month but it has fallen about half as rapidly. On Friday, the Labor Department could report a lower jobless rate for men for the first time since 2006.

Another reason women are lagging is that many office and administrative jobs, which are largely held by women, were eliminated in the downturn and have only partly come back, says Katherine Robbins, senior policy analyst for the National Women's Law Center. Of the nearly 2 million such jobs cut, about 20% have returned the past two years, while many have been replaced by technology.

"Administrative positions are falling by the wayside," Robbins says.

That, she says, could explain why women made up just 16% of manufacturing's 178,000 job gains the past year, even though they held 27% of the industry's positions. Men are filling many new jobs on the factory floor while office job

Women also were dispros have been chopped.

portionately affected by about 800,000 government job cuts from 2010 to 2013 and only a small portion of those have come back, says Mark Zandi, chief economist of Moody's Analytics.

And while women have benefited from consistent growth in health care, hiring in the sector slowed late last year as the Affordable Care Act led to a new emphasis on efficiency, say Heidi Hartmann, president of the Institute for Women's Policy Research.

Some women are dropping out of the labor force. A BLS report last week showed that 22% of women laid off from jobs they held at least three years in 2012 and 2013 stopped working or looking for work by this past January, vs. 14% of men.

But the reasons for that trend may not be all dire. Many women went to work when their husbands were laid off in the recession and some may be choosing to give up job searches because their husbands are employed again. "Now that the economy has started to come back, it may be a signal that things are a little more stable," Robbins says.

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