Unit 3 - Experimentation Flashcards
Validity
Variables controlled so that any measured effect is likely to be due to the independent variable
Reliability
Consistent values in repeats and independent replicates
Accuracy
Data, or means of data sets, are close to the true value
Precision
Measured values are close to each other
What is a pilot study?
Small-scale, preliminary studies which aim to investigate whether crucial components of a main study will be feasible
What is a pilot study used for?
To help plan procedures, assess validity, and check techniques.
What does a pilot study ensure?
An appropriate range of values for the independent variable.
What does a pilot study allow the investigator to do?
Establish the number of repeat measurements required to give representative value for each independent datum point
What is an independent variable?
The variable that is changed in a scientific experiment
What is the dependent variable?
The variable being measured in a scientific experiment
What is the difference between simple and multifactorial experiments?
Simple: One independent variable
Multifactorial: More than one independent variable
What is a drawback of simple experiments?
It’s findings may not be applicable to a wider setting
What is observational studies?
Where the independent variable is not directly controlled by the investigator, for ethical or logistical reasons
What are observational studies good at detecting?
Correlation
Why are observational studies less useful for determining causation?
They don’t directly test a hypothesis
What is a confounding variable?
Variable, other than independent and dependent, that may affect the results of an investigation
Why must confounding variables be held constant if possible?
Their effect on the results can be accounted for in the analysis
What can be used if confounding variables cannot be controlled easily?
A randomised block design
What is a control?
An experimental group where no treatment is given