The Witch Virus
Grade Levels: 11, 12
Subject: Mathematics, English
Learner Outcomes:
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The students perform a simulation and will collect
data.
-
Graph data using various types of graphs.
-
Using the TI-83 graphing calculator, perform a regression
analysis.
-
Performing the Witches program on the TI-83, create
a scatter diagram of the of the data.
Time Frame: 3 days
Technology Tools:
Word version to be entered
into the calculator
TI-83 program to simulate the virus:
Witches.83p
Microsoft Excel or another spreadsheet program
Microsoft Word
Microsoft PowerPoint
Materials: TI-83 graphing calculators for
each student
Teacher Notes:
-
The students should have previous experience with
the TI-83 calculator, lists, functions, and regression analysis.
-
In order to the reduce the chance of personal conflicts,
all selection of students as witches will be done by drawing names from
a box.
-
The simulation will be used to give the students
an appreciation of how the Witches Virus passes through a population.
Since most classes will be too small for an effective simulation, you should
use the Witches program for the TI-83 to actually collect data for analysis.
Procedures:
This activity will be difficult with
a small class. Because of the speed at which the Witch Virus will
spread through the class, getting enough data for a regression analysis
may be difficult even in a class of 30. The simulation should be
started to emphasize the manner in which the virus spreads; a TI-83 program
is included. It will permit much larger population sizes than can
be achieved in a classroom.
Prior to performing the activity, have
a container with the names of all of the students in the class. In
order to avoid personality conflicts, it is suggested that students draw
names to determine whom they accuse.
Discuss the following information with the
class:
A person accused of being a witch was faced with
a dilemma. To avoid death, she must confess to being a witch, express
a desire to become clean, and (probably most significant) accuse others
of also being a witch. After all, who would better know of other witches
than a witch? The effect would be similar to a virus spreading through
the community. During the 10 months of the Salem witch trials, depending
on the source, in a community of approximately 100 households, 150 people
were accused of being a witch with nearly 30 being executed. In this
simulation, some of you will be accused of being a witch. You will
have a choice of confessing and accusing others of being a witch, or refusing
to confess, in which case you will be considered as being executed.
you should try to place yourself in this situation, and when making your
decision.
-
Explain: We are going to select names.
Those whose names are selected will be accused of being a witch.
Since a witch would lie, denying being a witch will do no good because
your testimony is not credible. If found guilty (which is a foregone
conclusion.) you will be hung on Gallows Hill unless you confess and repent.
One of the conditions of confessing and a demonstration of repentance,
is to accuse at least two others in the class of being a witch. Try
to imagine yourself in this situation. You WILL be hung unless you
confess
-
Draw the name of two students, these will be the
first accused of being a witch..
-
Have the student indicate whether he confesses or
continues to deny being a witch. (At least one of the students must confess;
otherwise the simulation is over.)
-
If the student denies being a witch, he moves to
a section of the room set aside for those who are awaiting execution.
During the remaining time in this round of the virus and the next round,
he may change his mind and confess.
-
If the student confesses in order to save his life,
he must draw two other members of the class.
-
This concludes a round of the simulation. Record
the round number, number of students accused, and the number executed.
-
Begin the next round .
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Return the names of students to the box so they could
be accused again. (Include the names of the students who have denied being
a witch and are awaiting or have been executed.)
-
A student who is awaiting execution, has only the
next round to change his mind and confess. If he does not confess
in time, have him move to a section of the room set aside as Gallows Hill.
He has been executed. (Note that although he may have been executed,
he can be selected again as a witch.)
-
If a student has confessed and is again accused of
being a witch, he is again arrested and must again either deny being a
witch and await execution, or accuse two others of being witches.
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Return to step 2 above to continue the simulation
until there are no newly accused witches.
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Record the round number, the total number accused,
and the total executed.
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Graph the number accused each round as a function
of the round number.
-
Examine the graph and have the students write a short
analysis of the results.
Since there is a random factor in this simulation
the results will be different each time the simulation is run. One thing
probably appear, at the beginning, only a few were accused, this increased
in the middle rounds and dropped off at the end. Some questions the
students may discuss are the following:
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What did you notice about the number accused each
round?
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Did this same thing happen with the number executed?
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If this simulation were conducted again, would you
expect the same thing to happen?
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Why do you think the results were as they were?
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In a real witch trial, do you expect the same thing
to happen? Why or why not?
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If you have sufficient data, you may wish to enter
this information into the TI-83 calculator and perform a regression analysis.
TI-83 simulation:
A program is included that can be run on the TI-83
calculator, which will give an approximate simulation.
-
When you start the program, you will be asked if
you want to accept the default parameters or enter your own. Enter
0 for NO or 1 for YES.
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The parameters are:
-
Population size: Default is 200 (Too large a population
will slow the calculating time significantly while too small a population
will yield too little data for analysis.)
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Probability of confessing: Default is 0.75 (Enter
this as a decimal)
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The calculator will initialize the population to
a not accused status..
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On the first trial you will enter the number accused
of being a witch. (2 to 4 works well. If you plan on using the scatter
gram activity, see the scatter gram notes.)
-
Create a chart showing the number accused each trial
from number 3 above. (The calculator cannot keep track of this because
all of the lists are being used for other data. (See 5-e below.)
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If an accused confesses, he must accuse others of
being a witch. You will then enter the number each confessed witch will
accuse of being a witch (2 to 4 works well. If you plan on using
the scatter gram, see the scatter gram notes.)
The calculator then does the following:
-
Using the probability entered above, the accused
may confess. If he confesses, he must accuse others as designated in 4
above. (The calculator randomly selects from the entire population.
It may select members who have already been accused, have not yet been
accused, or have been executed.)
-
If he does not confess, he is executed. (There is
no second chance to confess in the calculator simulation.)
-
Based on the probability entered above, the newly
accused may confess and must accuse others of being a witch, (This is how
the witch virus spreads. If it does not kill its victim, it must
infect others.). Enter the number each of the confessing witches will accuse
of being a witch. This may be the same as entered in 3 above but
does not need to be the same. (If you plan on using the scatter
gram activity, see the scatter gram notes.
2 works well.)
-
During the next trial, those who have confessed may
change their mind. The probability of changing ones mind and denying
being a witch is 1/10 of the original probability of denying being a witch.
This will not happen often. If the accused now denies being a witch,
he is executed.
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The calculator records the trial number in L1, the
total number accused in L2, the total number executed in L3, the number
accused each trial in L4, the number executed each trial in L5, and the
population condition in L6.
-
The calculator will report the total number accused
and the total number executed. The simulation will continue until 0 is
entered for the number to be accused or the entire population has been
accused. If you use the default population size, you should continue
the simulation for 15 to 20 trials.
Analysis
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Each student must record the values from L1, L2,
L3, and L4 on the chart started above.
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Graph the number accused each trial, as a function
of the trial number.
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Press Y= and remove any functions by pressing
"clear"
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Press 2nd Y= (Stat plot)
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Select Plot 1
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Turn Plot 1 On
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Select the connected line graph under Type
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Select L1 as the Xlist
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Select L4 as the Ylist
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Select either the square or the + as the Mark
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Select Zoom 9 (Zoomstat)
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Sketch the graph carefully, on your own paper.
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Graph the number executed each trial, as a function
of the trial number. Repeat number 2 above but use L1 and
L5. If you want to place both plots on the same graph, use Plot
2 for this plot.
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Use Stat Calc and use different regression
analysis to find best fit functions for the plot. The following is the
process for doing a Quadreg for number 2 above.
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Press Stat
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Select Calc
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Select Quadreg
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Enter 2nd L1 , 2nd L4 (The home screen should
show Quadreg L1,L2)
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Press Enter
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To place the function into Y= do the following:
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Press Y=
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After Y1= press Vars
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Select Statistics
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Select EQ
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Select RegEQ. (The regression equation will
be entered after Y=.)
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Press GRAPH
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Create a written report based on the results of the
two graphs above. The report may contain, but should not be limited
to the following (Depending on the ability level, you may need to be more
or less specific about the requirements for this report.):
-
The results must contain a complete graph of each
simulation discussed. A complete graph
will contain, a title and adequate labeling and legends so anyone can look
at the graph and recreate the data.
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What is the average number accused each trial?
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What is the median number accused each trial?
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In what trial is the most number accused/executed?
(Is this the same for both accused and executed?)
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What did you notice about the shape of the graph.
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Which regression equation worked best for your graph?
(LinReg, QuadReg, CubicReg, QuartReg)
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How do you think this simulation is similar and different
from the results of the actual Salem Witch Trials or other witch trials
in history?
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Perform the simulation a second time using exactly
the same parameters. How does the results compare? Is the same regression
equation best for both simulations?
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Is your simulation the same or different from the
results of other class members? Why?
Scatter
gram
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Collect the results of each member of the class (See
Scatter gram Notes below)
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Create a scatter gram for the for the number accused
each trial and the number executed each trial.
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Draw a best fit line for the results.
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Have the class members create a written report explaining
the similarities and differences of the results of the class members.
The report may contain but should not be limited to the following:
-
A complete graph of the results must be included
in the report. See the definition of a complete
graph above.
-
Use the TI-83 and place values from the best fit
line into L4 and L5.
-
Use the regression analysis and find a best fit function.
-
How does this best fit function compare with the
ones found above?
Scatter gram
notes
If you plan on using the scatter
gram activity, each student in the class must use the same parameters,
probability of confessing, population size, and number accused. Each class
member must complete the same number of trials.
Evaluation: Evaluation
Rubric
Modifications:
Add or delete the report requirements
based on the ability level of the students and any I.E.P. that may apply.
Enrichment:
-
The scatter gram exercise is optional
-
The students may enter the data into Microsoft Excel
or another spreadsheet program to create charts for the report.
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The students may use Microsoft Word or another word
processor for creating the report.
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The students may use Microsoft PowerPoint or other
multimedia presentation tool for creating the report.
IGO'S:
National Standards
References:
Chronology
of the Salem Witch Trials
Witches
Dungeon
The
Crucible
Comments:
Created by:
Rusty
Campbell
David Underwood
Carol White
North Marion High School
Rt. 1, Box 100
Farmington, WV 26571Date Created: April
1, 1999
Date Modified: April 1, 1999
Attachments:
Word version
to be entered into the calculator
Witches.83p
Evaluation Rubric
The three graphs below are based on the TI-83
simulation