Apparently, but it depends, according to this study spanning 200 years. That's a while then.
www.theguardian.com
A study has called into question the long-held belief that women outlive men, especially men who are married or have a university degree.
The analysis spanning two centuries across all continents concluded that although men have a lower life expectancy than the opposite sex, they have a “substantial chance of outliving females”.

Women may not live longer than men after all – study
‘Substantial chance’ married or university-educated men outlive women without spouse or high school diploma