4)Statistical Control: When using Extraneous variables are present in nearly all studies and influence results. They include any variable which is not directly being studied. It is the goal of researchers to identify and control extraneous variables and to mitigate their effects on the study (Statistics, 2015). There are four ways researchers can intercede on these undesirable variables, either :
1.) Randomization: In large samples, the variable being studied or observed is disbursed randomly throughout the groups. This method does not control the extraneous variables, however it allows for equal influence of the extraneous variable throughout the group. This way each sample is effected equally.
2)Matching: This involves creating subgroups of those with the same confounding variables. These are variables which effect both the independent and dependent variables. These groups can be highly specific or generalized, for example age and sex versus health history.
3)Experimental designs: The design of the experiment itself can be influential on the damage caused by extraneous variables. For example, ineffective sampling criteria or studying too broad of a population (Dissertation the above interventions and the influence of extraneous variables does not improve, researchers can use a tool called ANOVA (Analysis of Variance). This method Among the various statistical tools and techniques, Analysis of Covariance ( ANOVA) helps in reducing the impact of the extraneous factors on the study. This is done by comparing the means of several independent groups and analyzing them for similarities and differences to extract the effects of the undesirable variables. (Laird Statistics, 2018)
Dissertation Canada. (2014). Methods to Control Extraneous Variables. Retrieved from http://www.dissertationcanada.com/blog/methods-to-control-extraneous-variables/
Laird Statistics. (2018). One-way ANOVA. Retrieved from https://statistics.laerd.com/statistical-guides/one-way-anova-statistical-guide.php
Statistics. (2015). What are Extraneous Variables? Retrieved from http://www.statisticshowto.com/extraneous-variable/
3-I liked the study example. Examples such as yours helps to understand the research a little better. I found another definition of extraneous variables while doing some research.
“Every experiment includes extraneous variables. One method of controlling extraneous variables is placing the control group side by side with the experimental group. When an experiment does not give the expected results, further study often reveals an extraneous variable, the scientist did not initially consider, is responsible. Extraneous variables become more difficult to control with human subjects. The participants have different genetics and life experiences. Scientists attempt to eliminate variables by studying large groups of people and by using statistical analysis of the resulting data” (Reference, 2018).
Reference, 2018. What Are Extraneous Variables in a Research Survey? Retrieved 9 19, 2018, from