Measurement and evaluation of human performance Flashcards
Standard deviation
A measure of the spread of the data values around the mean
Mean
Sum of values by the number of values (average)
Assuming standard deviation is not skewed: how many of data fall within 1 +- standard deviation
68%
Assuming data is not skewed: all data falls within 2 +- standard deviation
95%
What does standard deviation tell us if small?
Small sd means that data is closely clustered around the mean value. Data points are close to the same value (mean)
What does standard deviation tell us if large?
Means the data is wider spread around the mean. Data points are spread over a larger range of values( data isn’t so reliable)
Error bars
Are used to represent the variability of data (sd) graphically
What do large error bars indicate?
A large range above and below the mean gives less confidence that the mean is the true value
Coefficient of values
The SD represented as a percentage
Calculated as SD/ mean x 100
Acts as reliably when taking repeated measurements
The t test
Is used to measure whether there is a significant difference between the means of the two populations
Tells u the probability that two sets of data are the same
Null hypothesis
States that there is no significant difference between the two populations
Alternative hypothesis
States that there is a significant difference between the two populations
If p > 0.05 accept
Null hypo
If p< 0.05 accept
Alternative hypothesis
Coefficient of values
The SD represented as a percentage
Calculated as SD/ mean x 100
Acts as reliably when taking repeated measurements