Unit 3: Key Area 2 Flashcards
How is validity achieved
Validity: variables controlled so that any measured effect is likely to be due to the independent variable.
How is reliability achieved
Reliability: consistent values in repeats and independent replicates.
How is accuracy achieved
Accuracy is when results of the average of sets of results are close to the true value
How is precision achieved
Precision: measured values are close to each other.
What is a pilot plan and what is it used for
Integral to the development of an investigation, a pilot study is used to help plan procedures, assess validity and check techniques
This allows evaluation and modification of experimental design
What does the use of a pilot study ensure
The use of a pilot study can ensure an appropriate range of values for the independent variable
In addition, 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.
What can both independent and dependent variables be?
Independent and dependent variables can be continuous or discrete
What are simple experiments
They only test one independent variable against the dependent variable
What are multifactorial experiments
More than one independent variable is tested against the dependent variable
A benefit and withdraw of conducting a simple experiment
The control of laboratory conditions allows simple experiments to be conducted more easily than in the field. However, a drawback of a simple experiment is that its findings may not be applicable to a wider setting.
What do multifactorial experiments involve
A multifactorial experiment involves a combination of more than one independent variable or combination of treatments.
Describe Observational studies (also a benefit and cost)
Observational studies are good at detecting correlation, but since they do not directly test a hypothesis, they are less useful for determining causation.
In observational studies the independent variable (person) is not directly controlled by the investigator, for ethical or logistical reasons
Describe a confounding variable
Due to the complexities of biological systems,
other variables besides the independent
variable may affect the dependent variable
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 should be designed in cases where confounding variables cannot be easily controlled
In cases where confounding variables cannot easily be controlled, a randomised block design could be used
Describe a randomised block
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
Control results are used for comparison with the results of treatment groups
Describe a negative control
The negative control provides results in the absence of a treatment.
Describe a positive control
A positive control is a treatment that is included to check that the system can detect a positive result when it occurs.
Describe the use of placebos
Placebos can be included as a treatment without the presence of the independent variable being investigated.