Fairness in taxation refers to the equitable distribution of tax burdens among individuals and businesses, ensuring that taxes are levied based on the ability to pay. It is a fundamental principle in tax policy debates, aiming to balance efficiency with social justice by addressing income inequality and ensuring public goods provision.