Control variable

A control variable (or scientific constant) in scientific experimentation is an experimental element which is constant (controlled) and unchanged throughout the course of the investigation. Control variables could strongly influence experimental results were they not held constant during the experiment in order to test the relative relationship of the dependent variable (DV) and independent variable (IV). The control variables themselves are not of primary interest to the experimenter.

"Good controls", also known as “confounders” or “deconfounders”, are variables which are theorized to be unaffected by the treatment and which are intended to eliminate omitted-variable bias.[1] "Bad controls", on the other hand, are variables that could be affected by the treatment, might contribute to collider bias, and lead to erroneous results.[1]

  1. ^ a b Cinelli, Carlos; Forney, Andrew; Pearl, Judea (2024). "A Crash Course in Good and Bad Controls". Sociological Methods & Research. 53 (3): 1071–1104. doi:10.1177/00491241221099552. ISSN 0049-1241.

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