In 2016, there were 2.1 million more childless women of prime child-bearing age than anticipated. The 19.5 million women age 20–39 in 2016 who had never given birth was 12 percent more than demographers would have expected given child-bearing patterns just before the Great Recession. In 2016, there were 7 percent more women 20–39 than ten years earlier, but 22 percent more who had never had a child.