Which of the following is used to reduce the effects of confounding variables in experiments AP Psych?

When selecting a research method, the researcher should write down their goals and what their research question❓ is.

Selecting a research method depends on what a researcher wants to show or prove. For example, if a researcher only wants to show a correlation between two variables, then an experiment would not be optimal. If a researcher wants to show cause and effect between two variables, then an experiment is the best method. 

When performing any research, the researcher should be sure of their results to ensure that they show true ✔️ relationships. 

Validity

Selecting a research method also depends on the validity of the experiments. There are two types of validity: external validity and internal validity.

External validity refers to how generalizable the results of the experiment are. For example, if the study on a drug is done on an Asian, middle-aged, average-weight man with high blood pressure, can the results be generalized to the population? 

Internal validity is when a study shows a truthful cause and effect relationship and the researcher is confident that the changes in the dependent variable were produced only by the independent variable. A confounding variable hurts the internal validity because it creates lower confidence 😔 in the research conclusion.

Confounding Variables

Confounding variables limit the confidence that researchers have in their conclusions. To recall from the last key topic, the confounding variable is an outside influence (variable) that changes the effect of a dependent and independent variable. For example, we looked at the correlation between crime ⛓️ and the sale of ice cream 🍨 As the crime rate increases, ice cream sales also increase. So one might suggest that criminals cause people to buy ice cream or that purchasing ice cream causes people to commit crimes. However, both are extremely unlikely.

Resources:

Image Courtesy of Pinterest.

Here is a quick reminder of the different research methods and their strengths/weaknesses:

Table Courtesy of Myers AP Psychology Textbook - 2nd Edition

Practice Question

The following prompt is from the 2013 AP Psychology Exam (#1).

1. In response to declining reading scores in local schools, John wrote an editorial suggesting that schools need to increase interest in reading books by providing students with incentives. Based on research showing a relation between use of incentives and student reading, he recommended providing a free pizza coupon 🍕 for every ten books a student reads.

This question had several parts, but let's relate it to research methods.

Could we trust his argument? Does he have the right evidence?

Not really, right? He never ran an experiment and actually implied causation. That is something we could never do. Association does not equal causation.

Just because he found a "relation" between incentives and student reading, it doesn't mean that using incentives could increase student readings. Therefore, we could easily refute John's argument and prove that providing an incentive would not help increase interest in reading books📚.

Which procedure is most likely to be used to control for possible confounding variables?

What procedure can reduce problems associated with the use of deception by a researcher?

Which of the following would a social learning theorist be most likely to propose as a cause for a fear of flying?

Which would a cognitive psychologist be most likely to study?