The study looked at how gender, using e-tax systems, and tax knowledge affect taxpayer compliance. They studied 30 individual taxpayers at KPP Pratama Palopo. The results show that all three factors together influence compliance. Gender alone doesn't affect compliance, but using e-systems and having tax knowledge do.