Collecting and Analyzing Data - EDUN322
Download
Report
Transcript Collecting and Analyzing Data - EDUN322
Collecting, Organizing, and
Interpreting Data
Chapter Sixteen
Test Grades
Stem Leaf
4
2
5
6
7
7
3 8
8
2 4 6
9
1 4 9
Learning Mathematics In Elementary and Middle Schools, 5e
Cathcart, Pothier, Vance, and Bezuk
©2011 Pearson Education, Inc.
All Rights Reserved
Elementary school research model
1.
2.
3.
4.
5.
6.
7.
Brainstorm for questions that children would like
answered.
Choose one of the questions or problems.
Predict what the outcome will be.
Develop a plan to test the predicted outcome.
Carry out the plan.
Analyze the data. Is the hypothesis supported?
Look back. Answer the question. Should the
information be shared? With whom? How could it
be shared?
(Bohan, Irby, & Vogel, 1995)
Learning Mathematics In Elementary and Middle Schools, 5e
Cathcart, Pothier, Vance, and Bezuk
16-2
©2011 Pearson Education, Inc.
All Rights Reserved
Concrete
Stage
Concrete
–
Pictorial
Stage
Pictorial
–
Abstract
Stage
Abstract
Stage
The level of graphing experience is not determined by
the chosen topic but the way the data are presented.
Learning Mathematics In Elementary and Middle Schools, 5e
Cathcart, Pothier, Vance, and Bezuk
16-3
©2011 Pearson Education, Inc.
All Rights Reserved
www.icanteachmychild.com/2010/
07/early-graphing-activity/
Early graphing experiences should involve
constructing graphs with concrete materials.
Learning Mathematics In Elementary and Middle Schools, 5e
Cathcart, Pothier, Vance, and Bezuk
16-4
©2011 Pearson Education, Inc.
All Rights Reserved
Involves using both pictorial representations of
objects and concrete materials.
Children are able to compare more than two events.
A one-to-one correspondence between the object or
picture and what is being graphed is still present.
www.kindergartenlessons.com/graphingactivities.html
Learning Mathematics In Elementary and Middle Schools, 5e
Cathcart, Pothier, Vance, and Bezuk
16-5
©2011 Pearson Education, Inc.
All Rights Reserved
Bar Graphs
Pictures or objects are used to represent an item on the
graph.
www.education.com
www.athens.edu
Learning Mathematics In Elementary and Middle Schools, 5e
Cathcart, Pothier, Vance, and Bezuk
16-6
©2011 Pearson Education, Inc.
All Rights Reserved
Children continue making bar graphs with pictures but
are now beginning to use abstract objects to form the
graph.
www.brainpopjr.com/
Pictographs
Used to read, interpret, and
discuss results through questioning
Trees planted on Earth Day
http://www.livebinders.com/play/play?i
d=69022
Learning Mathematics In Elementary and Middle Schools, 5e
Cathcart, Pothier, Vance, and Bezuk
16-7
©2011 Pearson Education, Inc.
All Rights Reserved
One-to-one correspondence of objects has been
replaced with a one-to-many correspondence.
Rectangular bars can replace colored squares in a bar
graph
Pictographs can be used with the objects representing
many different things
www.eduplace.com
crayola.com
Learning Mathematics In Elementary and Middle Schools, 5e
Cathcart, Pothier, Vance, and Bezuk
16-8
©2011 Pearson Education, Inc.
All Rights Reserved
One-to-one correspondence of objects has been
replaced with a one-to-many correspondence.
Line graphs can be introduced
Data
points are joined with a line
http://vickimartinez.c
om/math_gc_unit3.ht
ml#Line
Learning Mathematics In Elementary and Middle Schools, 5e
Cathcart, Pothier, Vance, and Bezuk
16-9
©2011 Pearson Education, Inc.
All Rights Reserved
Maximum and Minimum Temperatures for 1 Year
100
80
Degrees Fahrenheit
60
40
20
0
-20
-40
Jan
Feb
Mar
Apr
May
June
July
Aug
Sept
Oct
Nov
Dec
Maximum
2
16
22
48
56
62
78
80
62
56
40
20
Minimum
-18
0
10
18
40
44
56
46
38
24
16
-6
Learning Mathematics In Elementary and Middle Schools, 5e
Cathcart, Pothier, Vance, and Bezuk
16-10
©2011 Pearson Education, Inc.
All Rights Reserved
Shows how the whole is broken into parts.
Steps to help children construct a circle graph:
1. Collect the data and calculate the total.
2. Calculate the fractional part each data piece is of the total.
3. Express each fraction as a percent.
4. Calculate the number of degrees out of 360° that each fractional
part represents.
5. Draw the graph, using the degrees from step 4 to determine the
size of each sector.
6. Label the graph and each sector.
www.themathlab.com
Learning Mathematics In Elementary and Middle Schools, 5e
Cathcart, Pothier, Vance, and Bezuk
16-11
www.ck12.org/
©2011 Pearson Education, Inc.
All Rights Reserved
Learning Mathematics In Elementary and Middle Schools, 5e
Cathcart, Pothier, Vance, and Bezuk
16-12
©2011 Pearson Education, Inc.
All Rights Reserved
Histograms – a graphical representation of the
frequency with which scores occur
Learning Mathematics In Elementary and Middle Schools, 5e
Cathcart, Pothier, Vance, and Bezuk
16-13
©2011 Pearson Education, Inc.
All Rights Reserved
Line Plots – uses a symbol, such as an X, to
indicate the frequency of each data point
http://www.eduplace.com/
Learning Mathematics In Elementary and Middle Schools, 5e
Cathcart, Pothier, Vance, and Bezuk
16-14
©2011 Pearson Education, Inc.
All Rights Reserved
Stem-and-Leaf Plots
Method of showing the frequency that data occurs
Stem – part of the data that shows the beginning
value
Leaf – next digit to the right of the stem
Complete a stem-and-leaf plot for the following list of grades
on a recent test:
73, 42, 67, 78, 99, 84, 91, 82, 86, 94
I'll use the tens digits as the stem values and the ones digits
as the leaves.
42, 67, 73, 78, 82, 84, 86, 91, 94, 99
Since I know where these data points came from
("a recent test"), I'll use a title. Then my plot looks like this:
Learning Mathematics In Elementary and Middle Schools, 5e
Copyright
© Elizabeth
Stapel 2004-201116-15
All Rights Reserved
Cathcart,
Pothier, Vance,
and Bezuk
Test Grades
Stem Leaf
4
2
5
6
7
7
3 8
8
2 4 6
9
1 4 9
©2011 Pearson Education, Inc.
All Rights Reserved
Five reasons to include statistics and probability in the
school mathematics program:
1.
2.
3.
4.
5.
They provide meaningful applications of mathematics at all
levels.
They provide methods for dealing with uncertainty.
They give us some understanding of the statistical
arguments, good and bad, with which we are continually
bombarded.
They help consumers distinguish sound use of statistical
procedures from unsound or deceptive uses.
They are inherently interesting, exciting, and motivating
topics for most children.
(Shulte & Smith, 1981, p. ix)
Learning Mathematics In Elementary and Middle Schools, 5e
Cathcart, Pothier, Vance, and Bezuk
16-16
©2011 Pearson Education, Inc.
All Rights Reserved
Descriptive statistics refers to the collection,
organization, presentation, and interpretation of
data.
Frequency
Measures of Central Tendency
Mode – most frequently occurring value in a set of data
Prices of 10 Ice Cream Specialties sold at Ben & Jerry’s
STEM LEAF
9
0
10
005
11
05
12
0005
Learning Mathematics In Elementary and Middle Schools, 5e
Cathcart, Pothier, Vance, and Bezuk
13
Mode = $1.20
16-17
©2011 Pearson Education, Inc.
All Rights Reserved
Measures of Central Tendency
Median – the middle number in a set of data
100, 100, 99, 98, 92, 91, 91, 90, 88, 87, 87, 85, 85, 85,80,
79, 76,72, 67,66, 45
Median is 87
Mean – the average of the set of data
American History Test
Marco
90 ..... Adriane
Linda
75 ..... Christy
Chantelle 88 ..... Jay
Ralph
68 ..... Marcus
Chi Bo
92 ..... Donnie
Class mean is 82.4
Learning Mathematics In Elementary and Middle Schools, 5e
Cathcart, Pothier, Vance, and Bezuk
16-18
85
99
45
97
85
©2011 Pearson Education, Inc.
All Rights Reserved
A plot that shows the summary of data and provides a
visual representation of the variability within the data.
Requires five values
Median = 80
Upper quartile = 95
Lower quartile = 66
Upper extreme = 100
Lower extreme = 45
Averages of Math class: 45, 55, 66, 66, 70, 80, 88, 90, 95, 98, 100
45
66
Learning Mathematics In Elementary and Middle Schools, 5e
Cathcart, Pothier, Vance, and Bezuk
50 55 60 65
80
70
75 80 85
16-19
95
100
©2011 Pearson Education, Inc.
All Rights Reserved
90 95 100
Probability is the analysis of the chance of
something occurring.
P(event) = Number of Desired Favorable Outcomes
Number of Total Possible Outcomes
Learning Mathematics In Elementary and Middle Schools, 5e
Cathcart, Pothier, Vance, and Bezuk
16-20
©2011 Pearson Education, Inc.
All Rights Reserved
1. Probability is a measure of the likelihood of
future events.
2. A sample space is a set of all possible
outcomes and their associated probabilities of
occurring.
3. Probability helps predict outcomes of simple
experiments.
4. Students can make estimates of probability by
using data from experiments.
(Tarr, 2002)
Learning Mathematics In Elementary and Middle Schools, 5e
Cathcart, Pothier, Vance, and Bezuk
16-21
©2011 Pearson Education, Inc.
All Rights Reserved
Informal and nonnumeric probability activities should
help children think about concepts such as:
Certain – Class of 30 girls. Teacher picks 1 child.
Certain to pick a girl.
Impossible – Spinner has no purple. Impossible to spin
and land on purple.
Equally likely – Spinner has 4 colors. Equally likely
to land on any color.
More likely – More likely to land on red or blue
Less likely – Less likely to land on yellow or green
Activities should include
Prediction
Experimentation
Learning Mathematics In Elementary and Middle Schools, 5e
Cathcart, Pothier, Vance, and Bezuk
16-22
©2011 Pearson Education, Inc.
All Rights Reserved
Children should begin
Using conventional probability terms
Assigning probability values to some events
Experimental probability - based on the outcomes of
an experiment
Theoretical probability – based on mathematical
formula
P(event) = Number of Desired Favorable Outcomes
Number of Total Possible Outcomes
Engaging in simple simulations
Learning Mathematics In Elementary and Middle Schools, 5e
Cathcart, Pothier, Vance, and Bezuk
16-23
©2011 Pearson Education, Inc.
All Rights Reserved
Probability activities at this level should
include:
An emphasis on determining theoretical values
Experimental probability
Advanced work with simulating events
The Game of SKUNK
http://illuminations.nctm.org/LessonDetail.aspx?id=L248
Learning Mathematics In Elementary and Middle Schools, 5e
Cathcart, Pothier, Vance, and Bezuk
16-24
©2011 Pearson Education, Inc.
All Rights Reserved