Unit 3 - Experimentation Flashcards
What is validity?
variables controlled so that any
measured effect is likely to be due to the
independent variable.
What is reliability?
consistent values in repeats and
independent replicates.
What is accuracy?
data, or means of data sets, are
close to the true value.
What is precision?
measured values are close to each
other.
What is a pilot study?
- help plan procedures
- assess validity
- check technique
What does a pilot study allow?
This allows evaluation and modification of
experimental design
What can a pilot study be used for?
- an appropriate range of values for the independent variable
- it allows the investigator to establish the number of repeat measurements required to give a representative value for each independent datum point
What is the independent variable?
An independent variable is the variable that is
changed in a scientific experiment.
What is the dependent variable?
A dependent variable is the variable being
measured in a scientific experiment.
What can the variables be?
Independent and dependent variables can be
continuous or discrete
What is compared?
The experimental treatment group is
compared to a control group
What is a simple experiment?
One independent variable
What is multifactorial experiment?
A multifactorial experiment involves a
combination of more than one independent
variable or combination of treatments.
What are the positive of using simple experimental design?
The control of laboratory conditions allows simple experiments to be conducted more easily than in the field.
What are the disadvantages of using a simple experiment?
However, a drawback
of a simple experiment is that its findings may
not be applicable to a wider setting
What are observational studies?
are good at detecting
correlation, but since they do not directly test
a hypothesis, they are less useful for
determining causation
What happens during an observational study?
In observational studies the independent
variable is not directly controlled by the
investigator, for ethical or logistical reasons.
What are confounding variables?
other variables besides the independent
variable may affect the dependent variable
What must happen to confounding variables?
These confounding variables must be held
constant if possible, or at least monitored so
that their effect on the results can be
accounted for in the analysis
What is correlation?
When there is a relationship between variables.