How to Reduce Spuriousness?

The best way to eliminate spuriousness in a research study is to control for it, in a statistical sense, from the start. This involves carefully accounting for all variables that might impact the findings and including them in your statistical model to control their impact on the dependent variable.

Which technique reduces the risk of Spuriousness in non experimental designs?

Randomization. A technique called randomization is used to reduce the risk of spuriousness.

What is Spuriousness in research?

Spurious correlation, or spuriousness, occurs when two factors appear casually related to one another but are not. ... Statisticians and scientists use careful statistical analysis to determine spurious relationships. Confirming a causal relationship requires a study that controls for all possible variables.