The statement "a majority of unmarried families live in poverty" is false.
In the United States today, one in four parents who are raising a child are not married. This represents a significant shift from a half-century ago when less than one in ten parents who shared a home with their children were unmarried. This change is driven by declines in marriage overall as well as increases in births outside of marriage. Although it is well known that married parents typically have better financial situations than single parents, there are also differences in the financial standing of single parents. Several demographic trends have been the main drivers of the increase in unmarried parenthood overall. The decrease in the percentage of people who are married overall has been perhaps the most significant.
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