The only strategy that can be used to minimize the influence of confounding variables is random assignment.

Confounding Variables

Factors other than the independent variable that may cause or influence the outcome of the experiment.

Random Assignment

A procedure for assigning human participants or animal subjects to different groups in an experiment using randomization, ensuring each participant has an equal chance of being assigned to any group.