Sixth Grade
Data Analysis and
Probability
Standard 6-6: The
student will demonstrate through the mathematical
processes an understanding of the relationships within one
population or sample.
The indicators for this standard
are grouped by the following major concepts:
The
indicators that support each of those major concepts and an explanation of the
essential learning for each major concept follows.
Data Collection and Representation
Indicator
6-6.2
Organize
data in frequency tables, histograms, or stem-and-leaf plots as appropriate.
Since
kindergarten, students have been collecting and representing data. The representations used include:
Kindergarten; drawings and pictures
First
Grade; picture, object, bar
graphs and tables
Second
Grade; charts, pictographs, and
tables
Third
Grade; tables, bar graphs,
and dot plots
Fourth
Grade; tables, line graphs, bar
graphs, and double
bar
graphs (scale increments greater than or
equal
to one)
In
sixth grade, students should learn to organize data in frequency tables,
histograms, and stem-and-leaf plots.
This is the first time students are introduced to those forms of data
representation. As a result, students
will need sufficient experiences so that they are able to make a determination
as to which form of representation is appropriate for different purposes. For example, a stem-and-leaf plot displays
all data while a frequency table or histogram shows a range of data. Therefore, the type of representation that
would be most appropriate would depend on the question that needed to be answered
by the data.
Teacher Notes: Stem-and-leaf plots are a popular form of representation
in which numeric data are plotted by using the actual numerals in the data set
to form a graph. In stem-and-leaf plots,
all of the data are maintained. Thus, it
is an efficient method of ordering data and individual elements of data can be
easily identified. Students need to understand the importance of putting the
stems and leaves in numeric order. If students
are comparing a double stem and leaf plot make sure they know how to read the
numbers correctly. In addition, stress
the importance of creating a key when creating a stem-and-leaf plot.
A histogram is a form of a bar graph
in which the categories are consecutive, equal intervals along a numeric scale.
The height or length of each bar is
determined by the number of data elements falling into that particular interval
and the bars are drawn without any spaces between them.
Teachers need to help students to
connect data analysis with content outside mathematics – science and social
studies. They need to guide students to
the understanding that data analysis is a process that helps make sense of a
situation.
Data Analysis
Indicators
6-6.3 Analyze which measure of central tendency (mean, median, or mode)
is the most appropriate for a given purpose.
6-6.1 Predict the characteristics of one population based on the
analysis of sample data.
Third
grade students were asked to find the range of a data set as well as analyze
dot plots and bar graphs to make predictions about populations. Fourth grade
students interpreted data in tables, line graphs, bar graphs, and double bar
graphs with scale increments greater than or equal to 1. Fifth grade students applied
procedures to calculate the measures of central tendency as well as interpreted
the meaning and applications of the measures. Sixth grade students should now
analyze which measure of central tendency is the most appropriate for a given
situation.
Students
are often just told how to find the measures of central tendency and directed
when to use each one. Students should be
given different situations and determine which of these measures best communicate
information in the given situation.
Students need to look at each measure and determine how they compare to
each other. Students should also be able
to determine which measure best represents the data with the respect to the
context in which it is presented. This
indictor lends itself for students to apply reasoning skills to determine which
measure or measures best represent the data as well as communication skills to
explain and defend the reasoning used.
In
third grade students analyzed dot plots and bar graphs to make predictions
about populations. Now in sixth grade students will use their knowledge about
the shape of data to make predictions about the characteristics of a
population. It is sometimes difficult to predict characteristics of one population
based on the analysis of sample data by simply looking at the numbers. By drawing a graph or picture of the data,
this allows students to see immediately how close the data sets are. On the
other hand, simply knowing the measures of center can aid in making predictions
about the characteristics of a population. For example, if the question is,
“Based on the data what predictions can you make about the age of the people at
the movie? The mode is 22 and the range
is 10.” Students might predict that attendees were under the age of 33 because
the range is 10 and the mode is 22. For examples like this, all predictions
should be deemed reasonable or unreasonable by viewing the actual data.
Teacher Notes: Sets of data have really different looks.
Probability
Indicators
6-6.4 Use theoretical probability to determine the sample space and
probability for one- and two-stage events such as tree diagrams, models, lists,
charts, and pictures.
6-6.5 Apply procedures to calculate the probability of complementary
events.
Beginning with grade two, students
were asked to predict on the basis of data whether events are more likely or
less likely to occur. In fourth grade students analyzed the possible outcomes
for a simple event. Fifth grade was the first time students were formally
introduced to the concept of probability by representing the probability of a
single-stage event in words and fractions. Now in sixth grade students relate
the terminology “sample space” to the terminology “possible outcomes” they have
used in the past. Also, learning experiences now include the use of tree
diagrams, models, lists, charts, and pictures to determine the sample space for
one- and two-stage events. It should be noted that sixth grade is the first time
students have been introduced to two-stage events.
Also, sixth grade us the first time
students have been introduced to the concept of complementary events – if two
events are complementary the sum of their probabilities is 1. (An example – You
have a spinner with odd and even numbers. The probability of spinning an odd or
an even number are complementary events because all numbers on the spinner are
either odd or even. There are no other type numbers on the spinner. Those are
two mutually exclusive events. So in this example students should calculate the
probability of spinning each even number and each odd number and the sum of
those probabilities should equal one.)
Teacher Notes: In sixth grade, teachers should establish a problem-solving approach to probability.
Students should develop
probability-based thinking by performing actual experiments, recording and
discussing the results and using the results as evidence for drawing
conclusions and making decisions. Students should create the sample space (the
set of all possible outcomes) for one-and two-stage events and represent them
in the form of a list, chart, picture, model, or tree diagram. Such activities help students understand
relationships among the available data and enable students to make decisions
about what form of representation is best for the situation.
Theoretical probability is the ratio
of the number of favorable outcomes to the total number of possible
outcomes. For example, the theoretical
probability of a coin landing on tails is
.
P(heads) = number of sides with
tails = ![]()
number of sides
In fifth grade students explained why
the sum of the probabilities of the outcomes of an experiment must equal one
and represented the probability of a single-stage event in words and fractions
(ratios). In sixth grade that concept is
extended and students should be able to identify and describe complementary
events. Since these events cannot happen
at the same time, they are mutually exclusive.
They are the only possible events that can occur so they are called
complementary events. They encompass the
entire sample space. The sum of the
probabilities of all the outcomes in a sample space is 1; therefore, the sum of
the complementary events is 1. It can
also be stated that if the two events are complementary, the sum of their
probabilities is 1. For example “sum =
5” and “sum ≠ 5” are complementary events for a roll of two dice.
Students should understand and use
commonly accepted appropriate terms in their discussions.
Many
students have misconceptions about the outcomes of real events in life, basing
predictions on what they believe should happen, rather than on real
data. Studying probability will help students develop critical thinking
skills and interpret the probability of events that happen in their lives.
Helpful
terminology -
·
Tree diagrams are diagrams used to show all of the possible outcomes
(combinations) in a sample space.