I was a visa student before and was rejected by US consulate once(visitor visa-B1/2). Is it gonna affect my application for Permanant Residence of Canada? I am applying as family member dependent on my husband.

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No, your previous visa refusals will not affect your application for Permanent Residence in Canada under the Family Category.