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Title: Introduction to the Scientific Method
Description: These college level notes taken at Indian River State College go into detail on topics such as the process of science, hypothesis testing, understanding statistics, evaluating scientific information, and even includes practice questions.
Description: These college level notes taken at Indian River State College go into detail on topics such as the process of science, hypothesis testing, understanding statistics, evaluating scientific information, and even includes practice questions.
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Chapter 1
Introduction to the Scientific Method
Can Science Cure the Common Cold?
Copyright © 2010 Pearson Education, Inc
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1
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Science is the process of discovering
something new
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1
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QUESTION
Scientific theory
Figure 1
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1 The Process of Science
Scientific Theory
Powerful, broad explanation of a large set of
observations
Rests on many hypotheses that have been
tested
Generates additional hypotheses
Some scientific theories include the theory of
evolution, the theory of relativity, the atomic
theory, and the quantum theory
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Involves using general principle to predict an
expected observation
“if…then” statement
Copyright © 2010 Pearson Education, Inc
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1 The Process of Science
The Logic of
Hypothesis Tests
The process looks
something like this:
Hypothesis
(that is testable and fasifiable)
Consuming vitamin C reduces
the risk of catching a cold
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Test prediction
Conduct experiment or survey
to compare number of colds
in people who do and do not
take vitamin C supplements
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Figure 1
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1 The Process of Science
If people who
take vitamin C
suffer fewer
colds than
those who do
not
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Conclude that
prediction is
true
Conclude that
prediction is
false
Do not reject
the hypothesis
Reject the
hypothesis
Conduct
additional
tests
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3 (continued)
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A hypothesis that passes is supported, but
not proven
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Important: A hypothesis is never
proven true! Just supported
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Example:
In 1970 Nobel-prize winning chemist Linus
Pauling claimed that vitamin C reduced
susceptibility to colds
His claim was based on a few studies
Today most health scientists agree that
vitamin C does not prevent colds
Copyright © 2010 Pearson Education, Inc
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2 Hypothesis Testing
The most powerful way to test hypotheses:
do experiments
Copyright © 2010 Pearson Education, Inc
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2 Hypothesis Testing
Experiments support the hypothesis that the
common cold is caused by a virus
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Virus
Protein
shell
Throat
Genetic
material and
proteins
Virus
copies
2 The viral genetic material instructs the
host cell to make new copies of the
virus
...
Side effects are
increased mucus production and throat
irritation
...
These
copies can infect other cells in
the same person or cells in
another person (for example, if
transmitted by a sneeze)
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Figure 1
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2 Hypothesis Testing
The Experimental Method
Experiments are contrived (artificial)
situations in which scientist collect data about
a variable they are testing
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e
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Copyright © 2010 Pearson Education, Inc
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2 Hypothesis Testing
Controlled Experiments
Example: Echinacea tea experiment:
Hypothesis: drinking Echinacea tea
relieves cold symptoms
Experimental group drinks Echinacea
tea 5-6 times daily
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Both groups rated the effectiveness of
their treatment on relieving cold
symptoms
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Copyright © 2010 Pearson Education, Inc
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Blind experiment: subjects don’t know what
kind of treatment they have received
Double blinding: the person administering
the treatments also doesn’t know until after
the experiment is over
Double blind, placebo-controlled, randomized
experiment is the “gold standard”
Copyright © 2010 Pearson Education, Inc
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2 Hypothesis Testing
To summarize……
Eliminating bias (a predetermined idea) is
done by using blind or double blind
experiment
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In experiments that are potential dangerous
to humans we can use model organisms
(mice)
Copyright © 2010 Pearson Education, Inc
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2 Hypothesis Testing
Using Correlation to Test Hypotheses
Using existing data, is there a correlation
between variables?
Hypothesis: stress makes people more
susceptible to catching a cold
Is there a correlation between stress and the
number of colds people have caught?
Copyright © 2010 Pearson Education, Inc
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2 Hypothesis Testing
Using Correlation to Test Hypotheses
Results of such a study: the number of colds
increases as stress levels increase
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Figure 1
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2 Hypothesis Testing
Using Correlation to Test Hypotheses
Caution! Correlation does not imply
causation
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Example: There is a correlation between cold
weather and incidence of cold illness
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When
temperatures are cold people stay indoors
and contact is increased
Copyright © 2010 Pearson Education, Inc
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2 Hypothesis Testing
Using Correlation to Test Hypotheses
A correlation typically cannot eliminate all
alternative hypothesis
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11
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This is done by random sampling
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Copyright © 2010 Pearson Education, Inc
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3 Understanding Statistics
Factors that Influence Statistical
Significance
Sample size
The true difference between populations
Bigger is better: more likely to detect
differences
Copyright © 2010 Pearson Education, Inc
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3 Understanding Statistics
What Statistical Tests Cannot Tell Us
If an experiment was designed and carried
out properly
Was bias eliminated or reduced?
Was the sample selected in a random manner
so that it was a good representation of the
population?
Evaluate the probability of sampling error, not
observer error
May not be of any biological significance
Copyright © 2010 Pearson Education, Inc
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4 Evaluating Scientific Information
Primary Sources
Researchers can submit a paper about their
results to a professional journal (primary
source)
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Example: a testimonial from a celebrity
Copyright © 2010 Pearson Education, Inc
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4 Evaluating Scientific Information
Science in the News
Secondary sources may be missing critical
information or report the information
incorrectly
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Copyright © 2010 Pearson Education, Inc
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4 Evaluating Scientific Information
Science in the News
Be careful with the internet since anyone can
post information
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Copyright © 2010 Pearson Education, Inc
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4 Evaluating Scientific Information
Understanding Science from Secondary
Sources
Use your understanding of the process of
science to evaluate science stories
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They are more likely to report a positive result
than a negative one
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Wash your hands!
No effect on cold
susceptibility:
Vitamin C
Exposure to cold temperatures
Exercise
No vaccine for the common
cold
Copyright © 2010 Pearson Education, Inc
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Can a scientific hypothesis be proven true?
Answer: No, because even if the experiment
supports the results there may be another
possible explanation
Scientific methods cannot determine absolute
truth
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Practice question
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True
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Then statements
How can you ensure that the experiment will
better represent the population as a whole?
( see slides 20, 21, 27)
How can you eliminate bias from an
experiment?
Copyright © 2010 Pearson Education, Inc
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What is the independent variable in the
Echinacea tea experiment?
What hyposthesis was tested by Warren and
Marshall during their research involving the
Helicobacter bacteria?
If an experiment is too dangerous or
unethical for humans, what can you do?
Copyright © 2010 Pearson Education, Inc
Title: Introduction to the Scientific Method
Description: These college level notes taken at Indian River State College go into detail on topics such as the process of science, hypothesis testing, understanding statistics, evaluating scientific information, and even includes practice questions.
Description: These college level notes taken at Indian River State College go into detail on topics such as the process of science, hypothesis testing, understanding statistics, evaluating scientific information, and even includes practice questions.