3.2b Experimental design Flashcards
What is an independent variable?
the variable that is changed in a scientific experiment
What is a dependent variable?
the variable being measured in a scientific experiment
What are the two different categories of independent and dependent variables?
continuous or discrete
What do experiments involve happening to the independent variable?
manipulation of the independent variable by the investigator
What is the experimental treatment group compared to?
a control group
What is a simple experimental design?
one independent variable
what is a multifactorial experimental design?
more then one independent variable
- involves a combination of more than one independent variable or combination of treatments
What is the advantage and disadvantage of simple experimental design?
advantage - control of laboratory conditions allows them to be conducted more easily that in the field
disadvantage - its findings may not be applicable to a wider setting
Explain independent variables in observational studies
- investigators may use groups that already exist, so there is no truly independent variable
- the independent variable is not directly controlled by the investigator, for ethical or logistical reasons
Explain observational studies and correlation and causation
- good at detecting correlation, but since they do not directly test a hypothesis
- they are less useful for determining causation
Explain why the confounding variables effect the dependent variable
due to the complexities of biological systems, other variables besides the independent variable may affect the dependent variable
How must confounding variables be treated in scientific experiments?
they 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 can you use in situations when confounding variables cannot be easily controlled?
a randomised block design
Explain how to carry out a randomised block design
Randomised blocks of treatment and control groups can be distributed in such a way that the influence of any confounding variable is likely to be the same across the treatment and control groups.
What are control results used for?
for comparison with the results of treatment groups