Experimentation Flashcards
What is reliability
Consistent values in repeated 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.
Why is a pilot study used
Integral to the development of an investigation, a pilot study is used to help plan procedures, assess validity, and check techniques.
What do pilot study allow for
This allows evaluation and modification of experimental design.
What can the use of a pilot study ensure
The use of a pilot study can ensure an appropriate range of values for the independent variable.
What can a pilot study allow the investigator to establish
It allows the investigator to establish the number of repeat measurements required to give a representative value for each independent datum point.
What is an independent variable
An independent variable is the variable that is changed in a scientific experiment.
What is a dependent variable
A dependent variable is the variable being measured in a scientific experiment.
Are independent and dependent variables continuous or discrete
Independent and dependent variables can be continuous or discrete.
What variable is manipulated by the investigator
Experiments involve the manipulation of the independent variable by the investigator.
What is the experimental treatment group compared to
The experimental treatment group is compared to the control group.
What is a simple experiment
When there’s one independent variable.
Advantage of a simple experiment
The control of laboratory conditions allows simple experiments to be conducted more easily than in a field.
Disadvantage of a simple experiment
Findings found in laboratory conditions may not be applicable to a wider setting.
What is a multifactorial experiment
When there’s more than one independent variable.
What does a multifactorial experiment involve
A multifactorial experiment involves a combination of more than one independent variable or combinations of treatments.
What is a disadvantage of using groups that already exist
Investigators may use groups that already exist, so there’s no truly independent variable.
What are observational studies good and bad at
Observational studies are good at detecting correlation, but since they do not directly test a hypothesis, they are less useful for determining causation.
Why is the independent variable not directly controlled by the investigator in observational studies
In observational studies, the independent variable is not directly controlled by the investigator for ethical or logistical reasons.
What are confounding variables
When other variables besides the independent variable may affect the dependent variable.
Why must confounding variables be held constant if possible, or at least monitored
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.