Upvote:3
Yes, it can, among the US, Canada and UK.
UK/USA: Agreement for the sharing of visa, immigration and nationality information
Immigration Information Sharing Agreement Between Canada and America
Additionally, many Visa applications ask if you've ever been refused. You must answer truthfully.
However, there is generally nothing wrong with applying because even if a previous refusal is considered, you will have the opportunity to overcome that.