Scientific Method
• What
is the scientific method
• Observation
• Compare
to other experimental results
• If
both do not agree?
• Consistent
with predictions
• No;
reject hypothesis and formulate a new hypothesis
• Similarities
with learning?
• New
information
• Compare
to previous knowledge
• Different
from prior knowledge?
• Reject
prior or current information; seek out more information
Scientific Method
• A
systematic way of learning about natural phenomena.
• Supported
hypotheses
• Tentative?
• Why
are hypotheses that have been previously supported falsified?
• How
is a hypothesis falsified?
Scientific Method
•
Observation:
Objects that weight more seem to fall faster than objects that weight
less.
•
Example : rock
and a feather
•
Why? What factors are causing this apparent
relationship?
•
Hypothesis? The
difference in speed is due to the heavier object accelerating more than the
lighter object.
•
Experiment: drop a rock off a building at the same
time a feather is dropped.
•
Time how long it
takes both to fall
Scientific Method
• Experiment
Anatomy
• Independent
variable?: What variable was
manipulated?
• What
is different between each treatment?
• Mass
• Shape
of object
• Aerodynamics
of the object
• Dependent
variable: how was the affect of the
treatment measured?
• Distance
/ time = speed
Was that experiment the scientific method?
• Observation: What are the facts of the observation?
• Hypothesis: anything wrong ?
• Prediction:?
Does it follow from the hypothesis?
• Experiment:
•
Independent
variable: ?
•
Dependent
variable: ?
•
Other
experimental factors constant between treatments?
Scientific Method
•
Observation
•
A rock weights
more than a feather
•
A rock will
hit the ground first
•
Does this mean
the heavier rock fell faster than the lighter feather?
•
Since
acceleration is the result of gravity then is the acceleration due to gravity
affected by the mass of an object?
•
identify the factors that might be affecting
the outcome of the natural occurrence
What is a testable hypothesis?
• a hypothesis has be falsifiable explanation
• A
rock will fall faster than a feather
• Is
this a hypothesis?
• A
rock will accelerate as it falls from a given height.
Hypothesis:
• The
hypothesis should describe the expected relationship between the observation
and the independent variable: but not the actual experiment.
• What
is the independent variable?
• The
heavier objects fall faster because the acceleration due to gravity is
increased as the mass of an object is increased.
Prediction:
• The prediction is based upon the experiment
designed to test the hypothesis
• If
a two balls that differ in mass are dropped from a given height the ball with
the greater mass will arrive at the ground sooner than the lighter ball.
• The
prediction includes the independent variable and the dependent variable of the
experiment.
Experiment:
• If
a two balls that differ in mass are dropped from a given height the ball with
the greater mass will arrive at the ground sooner than the lighter ball.
• Independent
variable? =
• Dependent
variable? =
Experiment
• Factors
to kept constant –
• Size and shape of the ball?
• Distance
for each trial and treatment
• Angle
of the ramp
Sample Size
• Repeated trials of the same experimental
procedure.
• Repeated
trials of the same experimental
How many samples?
Data representation : Comparison of means
Data representation: Regression