Exam Flashcards
What is TMS?
A ‘non-invasive’ technique used to create ‘virtual cortical lesions’
What is neural noise?
Uses single-pulse TMS to disrupt cognitive processing
What is the ‘virtual lesion’ approach?
Repetitive TMS (rTMS) is used to interrupt or enhance cognitive processing
(able to inhibit functions for longer period)
What is the ‘probing excitability’ approach?
Uses single-pulse TMS to measure how strongly motor cortex ‘reacts’ to a pulse, i.e. how strong its output is after being stimulated
How is the ‘probing excitability’ approach measured?
Measured by recording motor evoked potentials (MEPs) using the electromyogram (EMG)
What is the ‘probing information transfer’ approach?
Uses two pulses, delivered in brief succession, questions how first pulse influences effect of the second
What is the formula for a t-value?
…….M – µ
t = ————
………Sm
t: t-statistic, which measures size of difference relative to variation in your sample data
M: Sample mean
μ: Average result you would expect if you could survey entire population
Sm: Standard error of mean, which is the standard deviation of the sampling distribution of the sample mean.
What is the one-sample experimental design?
One group with values coming from different people.
This is then compared to a single value
What is the independent-measures experimental design?
Two groups, each value comes from different person
What is the repeated-measures experimental design?
Single group which provides data for both conditions
What are the pros and cons of the one-sample design?
Advantages:
- Can be used to compare group data to known values
Disadvantages:
- May not always know population values
- May want to compare two groups, or to investigate change of behaviour over time
What are the pros and cons of the independent-measures design?
Advantages:
- The measurements are independent
- We don’t have to worry about learning effects due to repeated exposure
Disadvantages:
- People in different groups might be quite different in various ways
- We need large sample sizes to average out these effects, or we need to counterbalance factors that may influence results
- We cannot study behaviour over time
What are the pros and cons of the repeated-measures design?
Advantages:
- We don’t have to think about differences in baseline factors such as personality because this will affect both conditions equally
- We can study changes in behaviour over time
- We can usually test fewer people
Disadvantages:
- Measurements are not independent
- People know the treatment after the first conditions and can’t be naive in the second round. This might not work for all experiments
- We need to carefully counterbalance conditions to avoid unwanted order effects
How do we know if one sample t-test supports our hypothesis
If the result is in the most extreme 5% of the distribution
What type of test do we use when we have a non-directional hypothesis
A two-tailed t-test
What does the independent-measures t-test measure?
How two groups, exposed to different experimental conditions, differ on a particular measure
How does an independent measures t-test differ from a paired-samples t-test?
Independent measures test looks at two different groups under different conditions, paired-samples looks at same group under two different conditions
What is Cohen’s d?
Estimate of effect size that is independent of sample size
d is the mean difference divided by the standard deviation
What are the three cut-off values for Cohen’s d?
d = 0.2 small effect
d = 0.5 medium effect
d = 0.8 large effect
What does an r^2 value represent?
An estimate of the percentage of variation explained by the ‘treatment’
What are the three cut-off values for r^2 as suggested by Cohen?
r^2 = 0.01 small effect
r^2 = 0.09 medium effect
r^2 = 0.25 large effect
What is a confidence interval?
A range where we think the group average lies, based on sample data.
e.g. setting a 95% confidence interval means we can be sure our population mean was contained in this interval 95% of the time (M = 60, 95% CI [50, 70]
What are the three assumptions before t tests are completed?
a. The observations must be independent (people mustn’t influence each others results)
b. The populations from which samples are drawn must be normal (can be violated for larger sample sizes however)
c. If comparing two populations (independent-measures) samples must have equal variances
What are action potentials?
Electrical signals that occur when neurons are excited