Risk aversion has been pointed many times.
IMO Women in general are spend thrifts. They not only spend on themselves but care for others around them. If they have money they think of buying gifts where as men have totally different mindset of securing future for him or the family. Investment is the last thing on woman’s mind. This is not generalisation though
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