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Variable
any condition that may cause a change in the system eing studied
Quantitative
measured by the quantity — numbers
Qualitative
measured by the quality
Controlled Experiment
only one variable is changed to ensure that the effect of only that one variable can be measured
Independent Variable
manipulated variable, changed by the experimenter in the design of the experiment
Dependent Variable
responding variable, what changes as a result of the change in the independent variable
Controlled Variables
variables that may change the outcome of the experiment, but since they aren’t being studied, they need to be kept constant each trial
Research Question
states the independent & dependent variable in the experiment
Research Question Example
How does the percentage of light from a lamp affect the rate of oxygen gas production from an aquatic plant?
Hypothesis
a possible answer to the research question
Control Group
a set of organisms/samples that do not receive the treatment (the independent variable) that is being studied
Alternative Hypothesis (H subscript A or H subscript 1)
a simple statement used in statistics that claims the experimental group will be statistically different from the control group
Alternative Hypothesis Example
H subscript 1: compost has an effect on tomato plant rate of growth
Null Hypothesis (H subscript 0)
a simple statement used in statistics that claims there is no statistical difference between experimental group and the control group
Null Hypothesis Example
H subscript 0: the compost will have no effect on the rate of growth of tomato plants
Experimental Hypothesis
This is a statement that specifically describes, with reasoning, how the independent variable affects the dependent variable
Experimental Hypothesis Example
IF the tomato is grown in a compost pile, THEN the rate of growth will be greater than a tomato grown in regular soil, BECAUSE there are greater amounts of nutrients available in the compost.
Negative Control
a control group in an experiment that uses a treatment that isn’t exposed to produce results
Negative Control Example
water + benedicts = no reaction
water + iodine = no reaction
Positive Control
a control group in an experiment that uses a treatment that is known to produce a positive result
Positive Control Example
glucose solution + benedicts = reaction
starch + iodine = reaction