A within-subjects factor is a variable that is manipulated or measured within the same group of participants across different conditions or time points, allowing each participant to serve as their own control. This design increases statistical power by reducing variability due to individual differences, but it can introduce order effects that need to be controlled through counterbalancing or other methods.