extraneous variables are any variable other than the IV that may affect the DV if not controlled. They are nuisance variables that do not vary systematically with the IV.
confounding variables are variables that systematically vary with the IV. They act as another IV that can be the main cause for the DV.
demand characteristics are any cue the researcher or research situation might give which makes the participant feel like they can guess the aim.
investigator effects are any unwanted influence of the researchers behaviour on the DV. The behaviours may be conscious or unconscious .
Randomisation is the use of chance methods to control effects of bias when designing materials and order of conditions.
Standardisation is using exactly the same formalised procedures and instructions for all participants in a research study.