Previous refusals will have no affect on your application. However, where ever it is asked whether the secondary applicant or the joint applicants have been refused a visa by Canada or another country has to be answered in affirmative. Also, the answer to the question whether the secondary applicant or the joint applicants have previously applied to IRCC has to be replied in affirmative too.