There's a Wikipedia article about the proverb.
Speech is silver, silence is golden
Beyond what it says in the article, silence is a popular tactic in negotiations to this day. If you're negotiating a price, it's more difficult for the party who mentions a price first. Also, the need to speak during silence often puts the speaker at a disadvantage in negotiations.