Measurement Error Confounds Flashcards
Define Random error
A chance fluctuations in our measurement/ error by chance
Define Constant or systematic error
A bias that is present and influences our
measurement in a systematic way
Random errors (bias/obscure) the results
Constant errors (bias/obscure) the results
Random errors (obscure) the results
Constant errors (bias) the results
What variables are undesirable variables that add error to our experiments?
Extraneous variables
What are Extraneous variables?
Undesirable variables that add error
to our experiments
What is the aim of research when it comes to Extraneous variables?
Aim = To eliminate or at least control the
influence of extraneous variables
Methods = Random allocation/counterbalancing which spreads the influence of extraneous variables
Define internal validity
The degree of confidence that the causal relationship being tested is trustworthy and not influenced by other factors or variables
Simply = Is it valid in the lab/as a lab experiment?
Define external validity
The extent to which you can generalise the findings of a study to other situations, people, settings, and measures
Simply = Can the results be applied/related to real-world settings?
Define Confounding Variables
A 3rd variable in a study examining a potential cause and effect
It may mask or distort the effects of another variable
What do Confounding variables measure?
1) An effect of the IV on the DV when it is not present
2) An effect of the IV on the DV when it is present
What are the 4 main sources of confounding variables/threat to internal validity?
1) Selection
2) History
3) Maturation
4) Instrumentation
How does “selection” cause a threat to internal validity?
Selection = Bias resulting from the selection or assignment of participants to different levels of the IV
e.g. Putting Psych students in 1 group and students from a different course with no prior knowledge of Psych in another group
Consequences = When you allocate Ps into groups unfairly but controlled selection and not random allocation, it could affect the measurement of the DV
Why does selection error happen often in quasi-experiments?
Because quasi-experiments are unable to randomly allocate participants
(low internal validity but high external validity)
How does “history” cause a threat to internal validity?
History = Uncontrolled events that take place between testing occasions
e.g. Testing a group of people with alcohol in the morning and another group with alcohol in the afternoon
There could be a change that occurs during the day that makes the testing situation different (maybe more traffic noise in the afternoon, more distracting)
How does “maturation” cause a threat to internal validity?
Maturation = Intrinsic changes in the characteristics of participants between
different test occasions
e.g. In within-subjected design, participants get older and more mature which may affect their performance