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Running head: PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 1
Perkins Analysis with Connections & Reflections
Cheryl Fox
EDU 510.90
Dr. Ruby Parker
PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 2
Perkins Analysis with Connections & Reflections
Author Paul Thagard (1996) asserts that knowledge in our minds consist of what are
called mental representations (p. 4). These are presentations to the mind in the form of ideas or
images. He mentions the following five mental representations: logic, rules, concepts,
analogies, and images. When working in a classroom, teachers should try and provide engaging
examples in the form of problem- or inquiry-based learning such that these mental
representations are highlighted and reinforced. Using author David Perkins’ (2009) seven
Principles of Teaching can allow teachers to do just that. These are: Play the Whole Game,
Make the Game Worth Playing, Work on the Hard Parts, Play Out of Town, Uncover the Hidden
Game, Learn from the Team, and Learn the Game of Learning. By incorporating these teaching
strategies into the classroom while focusing on mental representations, students will become
active, social learners who will want to take control of their own learning.
Logic
Logic is a mental process where one can infer or assume some sort of conclusion when
provided with certain information. When certain pieces of information are presented and
purported to be true, one can deduce a conclusion from that information (this is also called
deductive reasoning). Or, sometimes the conclusion or outcome to a situation or series of
situations is already made, and one can infer the basic principles or ideas upon which the
conclusion or outcome was made (this is also called inductive reasoning). Logic is a higher
order thinking skill.
A perfect example of using logic in the mathematics classroom would be to solve a
system of equations and determine whether there are solutions (intersection points) to the system
or not. Any system of equations just represents more than one equation. Visually, 99% of the
PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 3
time it is where two lines cross on a plane, which represents a point. A point always has two
coordinates: an x-coordinate, and a y-coordinate (written as: (x,y)). However, the other 1% of
the time, two lines will either be parallel in space and never cross (no intersection point), or be
parallel in space and sit right on top of each other (intersect at all points). See the visual aid
below:
(Stewart, Redlin, & Watson, 2008)
In addition to having students algebraically solve a system of equations and determine
how many solutions exist, they would need to logically infer how the lines would look on a plane
in space. One solution means the two lines cross at a point. No solutions means the lines are
parallel but never touch. Infinitely many solutions means the lines sit atop each other in the
plane. There are two of Perkins’ Principles that apply here: Work on the Hard Parts and Learn
From the Team. Students reach this part in the course and can solve the system of equations
PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 4
using algebra. This does not tend to cause them problems. What they do have issues with is
logically inferring what the lines look like in space using the data they have. What is difficult for
them is moving from given data ---> visualization. This is where Working on the Hard Parts
comes in. As an instructor, one could provide them with a theory of difficulty when the lesson
has begun. Perkins (2009) says these are theories that “warn teachers and learners about
potholes on the learning road and tell us where we need a special spring in our educational feet”
(p. 101). They should try and be specific to the “content of what’s being taught, explaining what
makes it hard” (Perkins, p. 103). A possible theory of difficulty for systems of equations would
be to advise students to algebraically solve the system of equations first, and
then graphically solve the system (as opposed to what many books suggest, which is the
opposite). They can then check their answers when they have drawn a graph by using
substitution or elimination (i.e. algebraic methods). This works out much better for them. They
learn about what it means to solve a system of equations and then their algebraic answer is that
intersection point. Then, they graphically show that, and check it using algebraic methods. Just
starting out drawing pictures is not advantageous to them, since they do not really understand the
meaning behind what intersecting lines on a plane mean. Students can then incorporate any new
learned skills they have acquired into future assignments, while teachers can make sure they
revisit this material in later lessons to reinforce what students have learned.
The teacher could also provide numerous examples of this type of problem for homework
or group work and provide communicative feedback. This is feedback “structured to ensure good
communication” (Perkins, 2009, p. 86) and is clear, identifies positive features, and shows the
recipient what to do better next time. This is constructive criticism, not being mean and not just
putting X’s here and there.
PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 5
Additionally, students can really benefit from working together in groups or teams. The
teacher can assign extra word problems that are applications of systems of equations for groups
to work on and present such as the following:
A checking account pays an annual interest rate of 2.3% and a savings account pays an
annual interest rate of 5.4%. A total investment of $700 paid $34.50 in interest for the year.
How much was deposited in each account?
This is a perfect example of a system of equations problem, and the students would need
to use problem-based learning and could work together to come up with the equations and figure
out the answer. The teacher could have them do pair problem solving. This allows for students
to pair up and one learner takes the role of problem solver while the other takes the role of
listener. The problem solver tackles the problem out loud and the listener listens. If the problem
solver stumbles a little bit with the explanantion, he/she looks for feedback and/or clarification
from the listener. When done, they change roles. This really allows both people to focus on their
thought processes and how to solve the problem. Another thing the instructor can do is to have
students break up into larger groups and try and work together to tackle the problem. This could
be considered a community of practice (COP). These students all share a common mission – to
solve this system of equations and present their answer. By working with others, they can
bounce ideas off of each other and they can answer each other’s questions. They can all
contribute and each has a part in the problem-solving process. One can visualize and draw a
picture, while one can solve the equations. While another can decide to present the material to
the class. Learning From the Team is worthwhile, since “social interactions develop language –
which supports thinking – and they provide feedback and assistance that support ongoing
learning” (Stanford University School of Education, n.d., p. 126).
PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 6
Rules
When one encounters a certain varying condition in his/her environment, the brain
decides how s/he should react to that condition. One takes an action based on that condition to
help suit his/her needs to satisfy a situation. The condition paired with the action is a procedure
or rule.
A good example of a rule in the mathematics classroom to illustrate would be the
distributive property which reads:
𝑎( 𝑏 + 𝑐) = 𝑎 ∗ 𝑏 + 𝑎 ∗ 𝑐 𝑜𝑟 𝑎( 𝑏 − 𝑐) = 𝑎 ∗ 𝑏 − 𝑎 ∗ 𝑐
In layman’s terms, it simply says in order to multiply a number (“a”) by the sum of two
numbers (“b” and “c”), one would multiply each term of the sum (“b” and “c”) by the first
number (“a”), then add the result. The same holds for the difference of two numbers being
multiplied by a number. Students studying mathematics need to understand rules or theorems,
since these rules apply to different situations that will arise. Once they deduce what rule to use
and when to use it, they have to know what the rule means (“says”) in order to take an action
based on the conditions the rule sets forth. This property is widely used in lower- and higher-
level algebra, so knowing how and when to use this rule is exceedingly beneficial to students.
Perkins’ Play the Whole Game is applicable in this situation. Students not only have to be able
to define this rule, but have to know when to use it, and where. They have to be able to use it in
different situations, and apply it in the real world. In other words, teachers really need to stress
that students need to see the whole picture when it comes to using the distributive property, and
not just have them memorize it for the sake of memorizing it. If instructors assign examples in
class, ask students, “Why are we using this property here?” “Could we use a different property?
Why/Why not?” A great project would be to first highlight the property in class. Talk about the
PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 7
definition and explain what it means to students. Next, show some basic examples on the board.
For example, an instructor could write:
Expand the following, then combine like terms: 2(−3𝑥 − 5𝑦 + 7𝑥 − 15𝑦)
and show the following steps, written out for students, on the board:
{original example} 2(−3𝑥 − 5𝑦 + 7𝑥 − 15𝑦)
{apply distribute property} 2 ∗ −3𝑥 + 2 ∗ −5𝑦 + 2 ∗ 7𝑥 + 2 ∗ −15𝑦
{multiply} −6𝑥 − 10𝑦 + 14𝑥 − 30𝑦
{rearrange like terms} −6𝑥 + 14𝑥 − 10𝑦 − 30𝑦
{combine like terms to simplify} 8𝑥 − 40𝑦
Next, teachers could ask students if they have seen examples of this property being used
anywhere in real life. If so, where and when? Why was this particular property used? Next,
split the class up into groups (COPs), and assign a problem-based learning project. Have them
come up with a real-world example of how they could use the distributive property. The group
must write up a report (being explicit and using diagrams) summarizing their findings, and at
least one person must present the findings to the class. They must all hand in a paper and the
presentation must include a PowerPoint or Prezi. An example might be as follows:
A farmer has three plots of land that he has divided up as follows. How much area does
the farmers’land encompass?
(figure not to scale)
190 ft.
190 ft. 220 ft. 300 ft.
PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 8
Students can draw the picture above, and then show how to use the distributive property to find
the total area. Although their work may be shown in the papers they hand in, students must show
all work on the board as well:
190 (190+ 220 + 300) =
190 ∗ 190 + 190 ∗ 220 + 190 ∗ 300 =
36100 + 41800 + 57000 =
134900 𝑓𝑡2
Is this the same thing as adding up all the sides of the length (190 + 220 + 300) = 710, and
multiplying by 190? Yes! Not only can students find the smaller individuals areas of the plots
and add them up to find the total area, but they should remember to let their classmates know
that they could also find the total area of the large rectangle by adding up all the lengths of the
plots and multiplying by the width:
𝐴𝑟𝑒𝑎 𝑡𝑟𝑖𝑎𝑛𝑔𝑙𝑒 = 𝑙 ∗ 𝑤
𝐴 = 710 ∗ 190
𝐴 = 134900 𝑓𝑡2
What are the advantages of using the distributive property in this case? Perhaps, it is easier to
measure 190 feet, 220 feet, and 300 feet, instead of 710 feet lengthwise. Students should be able
to come up with some reasons why using the distributive property might be beneficial (or not!) in
their particular examples. In this way, students are using inquiry, strategy, skills, and actually
710 ft.
190 ft.
PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 9
doing something to illustrate the property, instead of just sitting in a classroom and memorizing a
property.
Concepts
Concepts are basic units of thought or knowledge that are representations of
typical/constant/permanent entities or situations. They are usually organized into a hierarchy,
where the higher level elements depend upon the lower level (more basic) elements. According
to Pavel (2009), a concept should be defined in terms of a context as this provides a meaningful
interpretation of the concept itself (p. 2). Concepts can be combined with other existing
concepts.
Many students are familiar with the concept of slope in a mathematics classroom. Slope
is discussed when talking about points and lines. In order to find the slope of a line, a student
should know some basic concepts first – rise and run -- between two points on a line, which
leads to the definition:
𝑠𝑙𝑜𝑝𝑒 𝑜𝑓 𝑎 𝑙𝑖𝑛𝑒 =
𝑟𝑖𝑠𝑒 (𝑐ℎ𝑎𝑛𝑔𝑒 𝑖𝑛 ℎ𝑜𝑟𝑖𝑧𝑜𝑛𝑡𝑎𝑙 𝑑𝑖𝑟𝑒𝑐𝑡𝑖𝑜𝑛 𝑏𝑒𝑡𝑤𝑒𝑒𝑛 2 𝑝𝑜𝑖𝑛𝑡𝑠)
𝑟𝑢𝑛 (𝑐ℎ𝑎𝑛𝑔𝑒 𝑖𝑛 𝑣𝑒𝑟𝑡𝑖𝑐𝑎𝑙 𝑑𝑖𝑟𝑒𝑐𝑡𝑖𝑜𝑛 𝑏𝑒𝑡𝑤𝑒𝑒𝑛 2 𝑝𝑜𝑖𝑛𝑡𝑠)
Therefore, when discussing lines, the instructor first needs to not only explain how to plot points
in a plane and connect them to make lines, but should discuss how to move horizontally or
vertically from one point to the other. This allows students to comprehend the definition of slope
more easily. In addition, the teacher should discuss and demonstrate how to determine the direct
distance between two points (using the distance formula below), and then provide students a
context within which the slope can be found and why they are finding it.
𝑑𝑖𝑠𝑡𝑎𝑛𝑐𝑒 𝑓𝑜𝑟𝑚𝑢𝑙𝑎 = √(𝑟𝑖𝑠𝑒)2 + (𝑟𝑢𝑛)2
For example, the following problem could be discussed in class: Given the following two points:
(4, -4) and (-7, 5), let us say you move from (4, -4) to (-7, 5). What is the rise? What is the run?
PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 10
What is the direct distance between the two points?
(plane is opensourced)
The instructor would begin by showing students that the rise is the change in the vertical
direction. Rise is positive if you move upwards, and negative if you move downwards. Since
students need to move upwards 9 units, the rise would be +9. Next, instructors can show
students that run is a change in the horizontal direction. Run is negative if you move left and
positive if you move right. In this case students need to more left 11 units to get to (-7, 5).
Therefore, the run is -11. To determine the direct distance between the two points (which is
always a straight line) students need to use the distance formula:
𝑑𝑖𝑠𝑡𝑎𝑛𝑐𝑒 𝑓𝑜𝑟𝑚𝑢𝑙𝑎 = √(𝑟𝑖𝑠𝑒)2 + (𝑟𝑢𝑛)2
𝑑 = √(+9)2 + (−11)2
𝑑 = √81+ 121
𝑑 = √202 or 𝑑 ≈ 14.21 𝑢𝑛𝑖𝑡𝑠
RISE
Start at this
point
RUN
Finish at
this point
Direct Distance Between 2 Points
PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 11
Instructors ask: Can d ever be negative? Why or why not? What about the fact that the run is
negative – should not that mean that our distance could be negative? These questions are
important to ask, since it gets students thinking about the order of operations and the fact that the
distance of a line can never be negative. This speaks to deep, not surface, learning.
Once this main discussion has occurred, instructors should split the class up into groups.
The following project could be assigned:
Go outside and measure the height (rise) and length (run) of a handicap-access ramp.
Using the distance formula, compute the length of the actual ramp (the distance). Now, measure
the actual distance of the ramp to see how close your answer came. Does your answer make
sense? Next, find a space where this is no ramp, but see if you can “construct” one using
formulas you know. What would the height, length, and hypotenuse (ramp) length be? Share
your answers with your classmates.
This is using Perkins’ Make the Game Worth Playing and Learn From the Team. Again,
this is applying Inquiry- or Problem-Based Learning, since it asks students to apply base
knowledge they have to a world-world example. Students are first given a basic overview of the
definitions of slope and the distance formula in class. Then, by having students go outside with a
clear set of goals and formulas to find the lengths of the ramps, instructors are indirectly
intrinsically motivating students to be engaged in this topic. This is not learning for rewards or
punishments, but learning for the sake of learning. Intrinsic motivation is what teachers and
students should strive for, since it predicts greater achievement (Perkins, 2009, p. 55).
Memorizing for the sake of the test to get an A will only go so far. If you link the definitions
with an activity, now the definitions have meaning, and are encoded into memory for later
retrieval. Students are learning by doing, and they can ask questions while they are doing it.
PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 12
They can see why the distance can never be negative. Secondly, the teacher has worked to set up
the basic foundation for the concept. Perhaps the student is not that confident regarding slope or
the distance formula. He/she thinks they understand the ideas, but they are not really sure.
These topics are just out of reach for them; outside their zone of proximal development (ZPD).
Here is where working within a social network can come in handy, since students learn in a
social context. The people in a person’s immediate environment that they have the most direct
interaction with would be called their microsystem. This would be parents, friends, and
teachers, for example. Students can all learn from these people because they work and
communicate so closely together (The Sociocultural Approach, 2012). The Zone of Proximal
Development (ZPD) was posited by Lev Vygotsky and it has to do with his theory of social
development. “In order to learn, we must be presented with tasks that are right out of reach of
our present abilities” (Lev Vygotsky, 2013). Using the basic knowledge that students have, those
people in a student’s microsystem can build on that and help the student to move a little bit closer
to the ZPD. Teachers can help students move their ZPD toward “higher levels of competence
and complexity … [by providing] clear and effective communication…” (Stanford University
School of Education, n.d., p. 129). In essence, they can scaffold, and provide students with just
enough support to get them to the next level of thinking to help them improve their skills and
understanding within the ZPD. By doing this, learners become active participants in
constructing their own learning and will build their own knowledge base to help them reach
higher levels of understanding to use in different situations.
Analogies
Analogies are relational patterns whereby they describe the relationship between a source
analog (an old situation) and a target analog (a new situation).
PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 13
Source Analog ———–Analogy————> Target Analog
The Source Analog can be retrieved in memory and applied to the new situation (Target
Analog) using higher-order relations.
A good example of using an analogy in the math classroom is with explaining the
concept of combining positive and negative numbers and using money to help do this. Often,
when students add and subtract signed numbers, they get very flustered and frustrated as to how
to go about tackling the problem. Positive and negative numbers are used in the real world every
day, so discussing them in class is very beneficial, since they apply to many situations that they
currently have and will encounter outside of the classroom setting. Using money as an analogy
can work wonders with students since it is something they are so familiar with and they
understand what it is like to have money (positive numbers) and not have money or owe money
(negative numbers).
Give an example in class such as: add “negative twenty-two and positive eight”.
If one student presently had eight dollars in their pocket, but then owed their classmate
twenty-two dollars, how much would they have left to pay their friend after paying them the
eight dollars? They work the math out in their heads by “taking away” eight from twenty-two
and getting 14. But they know they are in the “whole” $14, so they associate that with a negative
value. Hence, since they owe money, combining -22 and +8 comes to a negative number, or -14.
Besides using the analogy of money, however, teachers need to think about Perkins’
teaching technique of Uncover the Hidden Game. Even though this money analogy may help,
many students may still simply add and subtract numbers using their calculators, and will never
truly understand why they are getting the answers they get, or how to add or subtract signed
numbers on their own. The Hidden Games (strategies) underneath adding and subtracting
PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 14
signed numbers are using the concepts of absolute value & the number line, and applying the
rule for subtracting signed numbers. When in doubt, students can use these rules and visualize a
number line to help them combine signed numbers together. The absolute value of a number can
be defined as that number’s distance on a number line from zero. Distance can never be
negative, so the absolute value can never be negative (there is an exception, but it will not be
addressed in this paper). In simplest terms, the absolute value of a number x can be written as:
| 𝑥|. When one takes the absolute value of a number it will always be a positive value, therefore,
| 𝑥| = 𝑥.
So, |2| = 2
(number line is opensourced)
and, |−6| = 6
In order to add two signed numbers:
 If the numbers have the same sign, add their absolute values and keep the
sign they share
 If the numbers have opposite signs, subtract their absolute values
(subtract the smaller number from the larger number) and take the sign of
the higher number
“2” is 2 units away from 0 on the number line
“-6” is 6 units away from 0 on the number line
PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 15
The following are two examples that could be shown in class to first illustrate the two
rules:
For example: Combine −1 + −8.
{original example} −1 + −8 = ?
{set up absolute values} |−1| + |−8| = ?
{take the absolute values and add} 1 + 8 = 9
{take the sign they share} −9
Using the number line, students start at -1 and “add” eight more negatives, or move to the left
eight units on the number line and end up at -9.
Another example: 𝐶𝑜𝑚𝑏𝑖𝑛𝑒 − 15 + 33.
{original example} −15 + 33 = ?
{set up absolute values} |33| − |−15| = ?
{take the absolute values and subtract} 33 − 15 = 18
{take the sign of the higher #} +18
In addition to adding two signed numbers, students should really know the following rule
for subtracting two signed numbers:
𝒂 − 𝒃 = 𝒂 + −𝒃
Start at -1 and move left -8
PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 16
This definition says if one subtracts two signed numbers, one can change the sign of the second
number as well as change the operation from subtraction to addition. In layman’s terms,
subtracting b from a is the same as adding a to the opposite of b.
So, 6 − 10
becomes 6+ −10
Once students change the operation from subtraction to addition, they can apply the rules of
addition using absolute values as illustrated above.
Students can then be asked to explain adding and subtracting signed numbers to other
students in front of the class, and each give examples to their classmates using absolute value
and the number line, or money for an analogy. For example, a student could offer the following:
The temperature at noon was 30º F. By 3:00 pm, it fell to -10º F. What was the change in
temperature?
Do their fellow classmates understand? If not, the student can make sure that they
answer the questions, getting help from other classmates (or the instructor). Peer feedback is
very important, since questions from fellow classmates really touch home, since chances are if
one student has a question, others do, too. Allow students to ask questions, and provide a
comfortable learning and inquisitive environment in the classroom. Are they using methods of
inquiry to come up with the answer? If not, guide them along to do so. The teacher can give a
quiz after the student has taught a lesson on the underlying principles and has asked the question
above to see if their fellow classmates really understood the lesson and the “hidden” games
underneath. Have them show how they came up with the answer, not just give an answer.
Images
Images are pictoral representations in our mind of actual objects. Images are especially
PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 17
helpful in problem solving, since they aid students in figuring out the path to get from A —>B,
when words are not enough. And problem solving is not just important in mathematics courses.
According to the Partnership for 21st Century Skills website (2009), “Within the context of core
knowledge instruction, students must also learn the essential skills for success in today’s world,
such as critical thinking, problem solving (my emphasis), communication and collaboration”
(p.1). When a school builds on this foundation, students become more engaged and are better
prepared to “thrive in today’s global economy” (Partnership for 21st Century Skills, 2009, p. 1).
Problem solving is not just about memorizing steps (but then again, nothing in math
should be!) It is an essential skill to have in the real world. People solve problems all the time
and do not realize they are following steps along the way to arrive at an answer. Drawing a
picture in mathematics is one of the essential problem-solving steps, and teachers should stress
this step. Problem-solving is one of the most difficult concepts for algebra students to grasp.
Visualizing a situation can be helpful, since students can benefit from the verbal messages and
the visual images. Visual students prefer learning using pictures and images since they have
spatial understanding (Overview of learning styles, 2014).
As an example of problem solving, instructors can start off discussing the following example:
A triangle has a height of 10 m. The base of the triangle is three less than four times the height.
Find the area of the triangle.
This word problem can be figured out using algebra alone, but visualizing the problem
makes finding the answer so much easier for students, since they are combining verbal and
visual skills together (hence using more than one part of their brain to tackle a problem). Have
them try and figure out the problem first without drawing a picture. Can they do it? Are they
having trouble? Next, have them draw any triangle and label the triangle with the pertinent
information:
PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 18
𝒃 = 𝟒𝒉 − 𝟑
(base or “b” is 3 feet less than 4 times the height or “h”)
Using the figure, they can substitute the known information into the given formulas to
come up with an answer. They would substitute 10 for h into “b=4h-3” to find “b”. They would
find “b” to be 37. Then, they would need to remember that the area of a triangle is equal to the
triangle’s base times its height. (A=b*h). Substituting this information into the formula:
𝑨 = 𝒃 ∗ 𝒉
𝐴 = 37 ∗ 10
𝐴 = 370 𝑚2
Take a poll. Was it easier for students to find the answer with the picture? Most likely,
students will agree that it was.
This not only works well for visual students, but all students, since they now have a
picture in their minds of how images are important in the problem-solving process. They can
refer back to this process when they encounter a similar problem in the future
Perkins’ Principle Play Out of Town is applicable with this mental representation and
example, since one of the main ideas to take away from problem solving is to be able to solve a
problem and then transfer the gained skills of problem solving to a totally different type of
problem that students have not yet seen. Drawing a picture can definitely help with this skill.
Students can truly learn something by practicing it over and over, and explaining it to other
students. In addition, they can move out of their comfort zones and try something a little bit
10 m.
PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 19
novel and difficult to challenge themselves, all the while using their base knowledge and skills
they have acquired in other contexts. Students can then acquire new skills to help them when
they encounter similar examples in the future. They can ask themselves questions such as, What
skills worked in this new situation? Did working with others help me to understand the material
more deeply? Did using a different learning or study strategy help me retain the concepts? What
positive things came out of this new experience? Only by moving out of familiar territory, can
students learn other strategies that can better serve them in different situations. As Perkins
(2009) states, “the whole point of formal education is to prepare for other times and other places,
not just to get better in the classroom. What we learn today is not for today but for the day after
tomorrow” (p. 12). In addition, when moving students out of their comfort zone, it is important
to make the learning relevant and engaging. Also, since students may be uncomfortable,
presenting them with smaller bits of significant information instead of large amounts works well
since the brain is limited in its capacity to multitask. This lets students focus their attention on
one or a few topics and allows information to be encoded into memory for later retrieval. Miller
(2011), declares, “little information is encoded in the absence of focused attention”. Simply
stated, without attention, there is no memory.
A perfect example of incorporating images in the problem-solving process with the
transfer of learning could be:
At 12:30 pm, the Sebathia steamed toward the Luthania at a rate of 15.5 miles per hour.
Suppose the Luthania was also drifting toward the Sebathia at a rate of 1.5 miles per hour. If the
two boats started 85 miles apart, at what time would they meet?
The example shown in class had to do with area of triangles, not rates of boats. Would a
picture help solve this problem? Teachers could assign groups of two students to work together
PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 20
to solve this problem and then share their answers out loud. They must draw a picture as one of
the problem-solving steps. The following could be an image (obviously, the image need not be
this detailed):
Next, the following table (another visual aid!) can help students come up with an equation to
solve this problem:
Distance (𝑑 = 𝑟 ∗ 𝑡) Rate (r) Time (t)
Sebathia 15.5*t 15.5 t
Luthania 1.5*t 1.5 t
𝑑 𝑆𝑒𝑏𝑎𝑡ℎ𝑖𝑎 + 𝑑 𝐿𝑢𝑡ℎ𝑎𝑛𝑖𝑎 = 𝑑𝑡𝑜𝑡𝑎𝑙
15.5𝑡 + 1.5𝑡 = 85
17𝑡 = 85
𝑡 =
85
17
= 5 ℎ𝑜𝑢𝑟𝑠
12:30 𝑝𝑚 + 5 ℎ𝑜𝑢𝑟𝑠 = 5:30 𝑝𝑚
Lastly, instructors can ask students how images have helped them solve problems in real life.
Sebathia – traveling at 15.5 mph Luthania – traveling at 1.5 mph
Meeting Point
85 miles
𝑑𝑖𝑠𝑡𝑎𝑛𝑐𝑒𝑆𝑒𝑏𝑎𝑡ℎ𝑖𝑎 𝑑𝑖𝑠𝑡𝑎𝑛𝑐𝑒𝐿𝑢𝑡ℎ𝑎𝑛𝑖𝑎
PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 21
What examples can they come up with to illustrate when a picture or image aided them in
formulating an answer to a problem?
Connections & Reflections
I have learned that our brain uses mental representations to help us sort knowledge in our
minds. We defined them in the beginning of the course, and I thought, “This is SO hard!” It
paid off in the end of the course, though, because I came to see just how important these are in
relation to everything else we studied in the course. They were really the basis for the rest of the
material we studied. It helped me to see how my students organize knowledge and where they
may have issues in their learning. Many of them have problems coming up with analogies and
drawing pictures (images) and I see that many of them need to work on their visual learning
skills. Administering a learning styles inventory to all of my students might not be a bad idea!
For example, they could be visual, aural, kinesthetic, or reflective. They may not know what
their strengths and weaknesses are when it comes to learning, and this may really help them hone
in on a particular set of skills.
I am still not convinced that Artificial Intelligence (AI) will or should try to delve into the
world of emotions and cognition. I think some things should be left alone. Just because we
might have the scientific capability someday, what about the ethical concerns? In addition to the
ethical concerns, I am finding my students are becoming more and more reliant on technology
for everything, and they cannot think for themselves. I have students that cannot add 2 + 7
without using their calculators. This truly scares me. This shows me they are learning on the
surface, but not truly understanding the concepts beneath. I fear that we will end up having
computers do everything for us, and that we will lose the power to think and reason for
ourselves. As educators, we must know when to introduce technology and know that it should
PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 22
not take over our classrooms, but be an aid for our teaching purposes. Technology will never
replace an instructor (I hope!) and we need to be aware of how we can use technology and AI in
our classrooms at all times. I am certainly willing to take a closer look and consider the positives
of how to integrate AI and technology into my classroom, but right now I am still very leery
about introducing too much of it into my classroom.
Social contexts are extremely important in knowledge acquisition and learning. Ideally,
you want students interacting with each other and with the teacher to get the most out of the
classroom experience. This way, they grow intellectually and cognitively and take control of
their own learning. I always loved working alone as a student, and throughout this course I have
truly come to see the value in working in a social context. I have realized the value of PLE’s and
COP’s because you can meet with other people that share the same interests as you do and
bounce ideas off of other people for input. You can make positive changes when you have other
people working with you to get something accomplished. What we learn cannot be separated
from how we learn it and this becomes invaluable, since we can take this with us when we move
to other environments. I have also learned that as an instructor, I, along with others in a student’s
microsystem, can help students to move into their ZPD. I truly did not understand how valuable
other people can be in helping each other learn. Our environments truly can shape our learning.
Not only can I have an impact, but as an instructor, I should try and encourage students to be
interactive with each other. Peer feedback is very important!
I have learned valuable teaching strategies based on Perkins’ (2009) seven Principles of
Teaching:
a. deconstruct and reconstruct the hard parts so they can be executed in new and
better ways (p. 80)
b. teachers can provide feedback that touches not just on matters of correctness but
strengths and shortfalls of understanding (p. 84)
PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 23
c. students can evaluate one another’s work or even self-evaluate with the help of
rubrics (p. 84)
d. incorporate improved understanding of the hard parts into the whole game (p. 88)
e. try and anticipate the hard parts with learning by wholes and playing “out of
town” (p. 89)
f. as educators, we can ask, “what makes this hard?” and when we can answer this
question (i.e. come up with a theory of difficulty), we can try and prevent those
hard parts from doing their worse damage (p. 101)
g. try not to just focus on the surface characteristics, but also look at the underlying
principles. This will allow for deeper learning and enable students to gain the
skills to tackle the hard parts (p. 112)
h. have students learn by DOING! This allows for effective transfer of material and
aids in students making connections (p. 123)
One of the most important ones on this list really struck home for me throughout the
course, and that was item “h.”. I really am walking away with a better understanding of why I
should be incorporating inquiry- and problem-based learning into my classroom. It just means
so much more to students than a traditional lecture experience (which was how I started teaching
six years ago). I participated in a week-long camp for exceptional students last January. The
coordinator would not let the three lecturers allow us to just talk in front of the class the whole
week. We had to come up with projects for the students the whole time. I gave a PowerPoint
presentation on teamwork, and then had them work on a team-building exercise (see Appendix -
Figure 1). My collaborators worked on a water bottle bungee exercise to illustrate linear
equations (see Appendix – Figure 2). By the end of the week, the students really were getting
into the whole problem-based learning experience and I began to really see the value in this type
of teaching and learning. I could see that these exercises really went a long way in teaching
them about teamwork and linear relationships; far more than us just standing up in front of the
class talking leadership and plotting points on a plane.
In addition to these teaching strategies, I learned about metacognition and its importance
for students’ learning. Good learners combine cognitive strategies and metacognitive awareness.
Livingston (1997) asserts, “those with greater metacognitive abilities tend to be more successful
PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 24
in their cognitive endeavors”. Cognitive strategies include taking notes and asking questions.
Metacognitive awareness is the “learner’s awareness of the learning process and what it takes to
achieve good results in a specific learning task” (Luke, 2006, p. 2). These include self-
evaluation, setting goals for learning, using self-instruction, self-questioning, monitoring
comprehension and progress, and self-rewarding for success. As instructors, I think it is easy to
forget these since we get so bogged down in focusing on the content material, but ideally, these
metacognitive abilities should be touched upon throughout the course. Learners should be given
time to discuss and model strategies which they can then take and use on their own.
I learned the value of emotions and the role they play in cognition. Emotions are
“specific and intense psychological and physical reactions to a particular event” (Advameg,
2014). According to Dr. Luiz Pessoa on Scholarpedia.org, it has been shown that humans
remember better “emotionally arousing information” and that “…emotion and cognition
conjointly and equally contribute to the control of thought and behavior” (2011). This has
always been a significant thing for me in my classroom. If you make the classroom an inviting
and fun place to be, students will want to show up and participate in class. I just did not realize
that emotions played that huge a part in thinking and learning. Ahmad and Rana (2012) assert,
“Cognition and emotions interact and influence human behavior…A person who is in [a] good
mood is generally productive and vice versa. Anxiety as an emotion bears on educational
performance in affecting students’ attention and memory processes hampering the cognitive
functioning and consequently academic output. This suggests that understanding and regulating
emotions can help in promoting efficient intellectual functioning” (p. 109).
Along the lines of emotions and mood, I also learned that our brains can build new
neurons and connections and that “new neurons are highly correlated with memory, mood, and
PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 25
learning” (Jensen, 2008, p. 6). The process of building new neurons can be enhanced by
exercise, good nutrition, and lower levels and stress. This can increase students’ mood and help
with memory. Jensen (2008) also writes that the brain can “rewire and remap itself by means of
neuroplasticity” (p. 7). A study done by scientists at Brown University in 2000 looked at
changes in the brain during learning processes. The researchers did studies on rats and found
“learning engages a brain process called long-term potentiation (LTP), which in turn strengthens
synapses in the cerebral cortex” (Turner, 2000). Learning, therefore, produces actual physical
changes in the synapses between neurons. Students (once they find that learning style that best
suits them) can perfect that learning style, and just by repeatedly using their sensory system, can
increase the sensitivity of their neural networks in the brain. They can begin to process data more
efficiently and make more skilled responses to questions asked of them. In other words,
neuronal connections change and grow in that part of the brain that you use the most.
Fascinating! This speaks to what I wrote before, in that once students find that learning style that
works for them, to really stick with it and sharpen it, since that will only help them become a
stronger learner. That being said, however, students must also realize that other skills are
important, especially when they move out into the workforce. If they are verbal learners, they
should try to work on their visual skills. If they are reflective learners, they should try to work
on becoming a little bit more active. If you are a sequential thinker, try to think globally once in
a while. While strengthening your personal learning style is important, it also helps to Play Out
of Town and think “outside the box”, since different situations will arise which will necessitate
the use of other learning styles. The more prepared students are for different situations, the
better off they will be. Giving them experiences Out of Town will help students stretch their
minds to allow this to happen.
PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 26
According to some researchers and scientists, cognition is not a separate, localized entity
within our skulls or brains, but it is integrated with our bodies (specifically our sensory systems -
vision, sound, smell, etc.) and integrated with how it interacts with the environment (sensing and
reacting to it). This constitutes the embodiment view of cognition. Since the environment is
composed of many different types of variables and is always changing, they call it a “dynamic”
system. This concept is still a little strange to me, and I would really need to study this more in
detail before I felt comfortable discussing any concepts related to this topic in my classroom.
Finally, the Mickey McManus video, Innovate: Education really struck a chord with me,
since I am not only interested in mathematics, but filmmaking as well (it was my minor as an
undergraduate student). I truly believe that human beings cannot live without something that
fills their spirit and soul. We have the core subjects, of course, and I am so lucky to love algebra.
But, I also really love film, because it allows people to be creative and highlights people’s talents
in such a way that sitting in a classroom just is not the same. The moving image is amazing.
The filmmaking process is so much fun, and collaborating with a team to produce and make a
film was one of the most challenging, yet rewarding experiences as an undergraduate student.
Whenever I got stressed taking my science classes, my film classes were there to relieve me.
They helped stir my soul, and I was able to be creative and take ideas from my head and translate
them into something visible that really held meaning for me. We all played a part to make this
movie, but we all contributed our own vision and creativity to it. Students truly learn by doing
and we all took away something from that experience that we will treasure for the rest of our
lives. As instructors, you can inspire students and reach inside them in such a way that is deeper
than just giving them a lecture. What do they want to do with their lives? How can we help
them get there? How can we compose a lesson plan such that it incorporates creative design in
PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 27
its layout? How can we help make students ready for the 21st century? This course truly has
inspired me to find out.
PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 28
APPENDIX
PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 29
BROKEN SQUARES EXERCISE (TEAM BUILDING ACTIVITY) Cheryl Fox
Objectives (NOT to be shared until the exercise has been completed): Students will be able to
1. Analyze certain aspects of cooperation in solving a group problem.
2. Become sensitive to some of their own behavior which may contribute toward or obstruct the solving of a
group problem.
3. Identify the role of trust building in cooperation situations.
Group size: any number of groups,5 people per group.
Time required: 20 minutes for the activity, 20-25 minutes for discussion.
Materials needed: one set of broken squares for every five members of a group.
Instructions:
1. Divide participants into groups of five.
2. Each group should form a small circle.
3. Each group will introduce all members of the group to each other.
4. One person in each group will be designated the “observer” of the group.
5. Give each group an envelope containing one set of squares. Each set is broken down into five sets ofpieces.
Do not let the group open the envelope until the instructions are read.
6. Read aloud:
“The game you are about to play is a learning experience that will be discussed later. In each
envelope there are five sets of pieces of paper for forming squares. When I give the signal to begin, the task
of your group is to form five squares of equal size. Therefore, by the end of the exercise each individual in
you group will have a separate square in front of them. You will be given 20 minutes to complete this task.
Specific limitations are imposed upon yourgroup during this exercise. They are:
 No member may speak during the entire exercise.
 No member may ask anothermember for a piece or in any way signal (i.e. point, nod head) that
anotherperson is to give him / her a piece.
 No member may take a piece from anothermember.
 Members may, however, give their pieces directly to other members – not put them in the middle of
the group.
 It is permissible for a member to give away all the pieces to his/her square,even if he has already
formed a square.
7. The observerin the group will watch to ensure that all members follow the rules mentioned above.
8. ARE THESE INSTRUCTIONS CLEAR?” (Questions are answered at this time).
9. Call an end to the game after 20 minutes.
10. Show the players who were unable to complete the squares how to do so.
Discussion:
1. How did you feel during this exercise?
 How many of you were frustrated? Why?
*The usualanswer to this is, “I couldn’t communicate.” Suggest this isn’t true, but rather
PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 30
normal patterns of communication were disrupted. They could communicate by giving away
appropriate pieces.
2. Ask the observers if anyone mentally/physically dropped out when they had completed their square? Why?
*For westerners with an individualistic orientation, we hear the instructions as
individuals. Not everyone hears them this way.
 How does this affect the team?
3. Did dominant individuals emerge, or did everyone seem to participate equally?
4. How willing were people to give away pieces of their puzzle? Were participants more interested in getting
than in giving?
5. Did anyone violate the rules by talking or pointing as a means of helping fellow members solve their
puzzle?
6. Was there any critical point at which the group started to cooperate? What was the cause?
7. What are some principles for successfulgroup cooperation?
 Each individual must understand the total problem
 Each individual should understand how he/she can contribute (sharing what they know) toward
solving the problem
 Each individual should be aware of the potential contributions of otherpeople
 There is a need to recognize the problems of other individuals, in order to aid them in making their
maximum contribution
8. Questions:
 What happens if you ignore anotherperson’s task?
 What lessons did you learn about organization?
 What lessons did you learn about being a more effective team member?
 How was trust developed or broken down within the whole group?
 What was necessary to build trust within the group?
Here are the original squares,which are cut along the lines and split up into five different envelopes:
(Picture from Broken Squares, 2012)
Figure 1
PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 31
Bungee Jumping – Water Bottle (Colm Duffin & Anna Sicko - used with permission)
READER “Thelegend says that in thevillage Bunlap a man called Tamalie had a quarrel with his wife. She ran away
and climbed a Banyan tree where she wrapped her ankles with liana vines. When Tamalie came up to her, the woman jumped
from the tree and so did her husband not knowing what his wife had done. So he died but the woman survived. Themen of
Bunlap were very impressed by this performance and they began to practice such jumps in case they got in similar situations.
This practice transformed into a ritual for rich yam harvests and also for proving manhood.”
READER: “To honor this ritual, we will have a competition in the classroom. The rules are as follows:
a. Select a bottleand make a bungee cord by connecting rubber bands to the bottle.
b. Drop thebungee bottlefrom thetop of thestairs… 594 in.
c. The winning group will come as close to theground as possible without hitting it.”
MAKE AN ESTIMATION (before we start the experiment)
1) Estimate the number of rubber bands you think it will take to get as close to the ground as possiblefrom a height of
594 in:
I think we will use ______ rubber bands
READER: “You will collect data in your classroom first.
 Hold the end of the 5th
rubber band at the jump line with one hand, and drop the water bottle from the line
with the other hand.
 Mark to the lowest point where that water bottle reaches on this jump. Measurethe distance in inches.
 Record thevalue in thedata table below. The bungee jumper’s life could depend on your accuracy!
The teacher will do a demonstration and then we will now break into groups to complete theexperiment.”
2) Completethe table below 3) Create a scatter plot of thedata onthe gridbelow.
NUMBER OF
RUBBER BANDS (X)
JUMP
DISTANCE IN INCHES (Y)
5
8
10
12
15
4) Come up with an equation for your line of best
fit. Remember it is possiblethat all members
in your group have different equations
My Equation:______________________________
PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 32
5) Before we make a prediction for the stairwell, predict the height the water bottle should bungee jump if
20 rubber bands are used.(Show your work). Does this answer seem reasonable?
6) Work as a group to predict the number of rubber bands it will take to have the best bungee jump from 594
in. off the ground. (It’s possible that all members in yourgroup will have different equations,and therefore
have slightly different answers. Remember to help each other!) Show yourwork and put your answer in a
sentence!
7) What is the equation the graphing calculator gives for your line of best fit? (Enter the rubber band data in
L1, and enter the jump distance data for L2)
Calculator equation: _____________________________
8) How does the rate (in the calculator equation)relate to the situation?
________________________________________________________________________
________________________________________________________________________
9) Using the equation from the graphing calculator, predict the maximum number of rubber bands so that the
water bottle could safely jump from the top of the stairs, which is 594 in. Show your work and put your
answer in a sentence.
10) Which answer do you think will be more accurate, the number of rubber bands you calculated in number 6
or number 9? Explain why.
________________________________________________________________________
________________________________________________________________________
11) What are some of the reasons your prediction may not end in a perfect jump?
________________________________________________________________________
Now that we finished the math, let’s drop our bottles from the stairwell and test your prediction!
12) Was your group accurate? Describe what happened when you dropped your water bottle:
________________________________________________________________________
13) Is there a correlation or causation between the number of rubber bands & the jump? Explain.
Figure 2
PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 33
References
Advameg, Inc. (2014). Human diseases and conditions: Emotions. Retrieved
from http://www.humanillnesses.com/Behavioral-Health-Br-Fe/Emotions.html#b
Ahmad, I., & Rana, S. (2012). Affectivity, achievement motivation, and academic performance
in college students. Pakistan Journal of Psychological Research, 27(1), 107-120.
Broken Squares. (2012). Retrieved June 20, 2014, from
http://www.slideshare.net/abhilashnar/broken-squares
Jensen, E. P. (2008). A fresh look at brain-based education. Retrieved from
http://www.fasa.net/upload_documents/NEUROPLASTICITY10.29.pdf
Lev Vgotsky [sic], Learning Theories, ZPD [Video File]. Retrieved from
http://www.youtube.com/watch?v=UEAm4cf_9b8
Livingston, J. A. (1997). Metacognition: An overview. Retrieved from
http://gse.buffalo.edu/fas/shuell/cep564/metacog.htm
Luke, S. D. (2006). The power of strategy instruction. Evidence for Education, 1(1), 1-12.
Miller, M. (2011). What college teachers should know about memory: A perspective from
cognitive psychology. College Teaching, 59, 117-122.
Overview of learning styles. (2014). Retrieved May 12, 2014, from http://www.learning-styles-
online.com/overview/
Partnership for 21st Century Skills. (2009). P21 framework definitions. Retrieved from
http://www.p21.org/storage/documents/P21_Framework_Definitions.pdf
Pavel, G. (2009). Concept learning – investigating the possibilities for a human-machine
dialogue. In Knowledge Media Institute Special Report. Retrieved from
http://kmi.open.ac.uk/publications/pdf/kmi-09-01.pdf
PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 34
Perkins, D. (2009). Making learning whole:How seven principles of teaching can transform
education. San Francisco, CA: Jossey-Bass.
Pessoa, L. (2011). Cognition and emotion. Retrieved from
http://www.scholarpedia.org/article/Cognition_and_emotion
The Sociocultural Approach – Bronfenbrenner’s Ecological Approach [Video File]. Retrieved
from http://www.youtube.com/watch?v=emm63kn0F28
Stanford University School of Education, (n.d.). Learning from others: Learning in a social
classroom. Retrieved from
http://www.learner.org/courses/learningclassroom/support/07_learn_context.pdf
Stewart, J., Redlin, R., & Watson, S. (2008). College Algebra. Belmont, CA: Cengage
Learning.
Thagard, Paul. (1996). Mind: Introduction to cognitive science. Cambridge, MA: The MIT
Press.
Turner, S. (2000). Study describes brain changes during learning. Retrieved from
http://www.brown.edu/Administration/News_Bureau/2000-01/00-036.html

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paper #3 for edu 510_fox

  • 1. Running head: PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 1 Perkins Analysis with Connections & Reflections Cheryl Fox EDU 510.90 Dr. Ruby Parker
  • 2. PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 2 Perkins Analysis with Connections & Reflections Author Paul Thagard (1996) asserts that knowledge in our minds consist of what are called mental representations (p. 4). These are presentations to the mind in the form of ideas or images. He mentions the following five mental representations: logic, rules, concepts, analogies, and images. When working in a classroom, teachers should try and provide engaging examples in the form of problem- or inquiry-based learning such that these mental representations are highlighted and reinforced. Using author David Perkins’ (2009) seven Principles of Teaching can allow teachers to do just that. These are: Play the Whole Game, Make the Game Worth Playing, Work on the Hard Parts, Play Out of Town, Uncover the Hidden Game, Learn from the Team, and Learn the Game of Learning. By incorporating these teaching strategies into the classroom while focusing on mental representations, students will become active, social learners who will want to take control of their own learning. Logic Logic is a mental process where one can infer or assume some sort of conclusion when provided with certain information. When certain pieces of information are presented and purported to be true, one can deduce a conclusion from that information (this is also called deductive reasoning). Or, sometimes the conclusion or outcome to a situation or series of situations is already made, and one can infer the basic principles or ideas upon which the conclusion or outcome was made (this is also called inductive reasoning). Logic is a higher order thinking skill. A perfect example of using logic in the mathematics classroom would be to solve a system of equations and determine whether there are solutions (intersection points) to the system or not. Any system of equations just represents more than one equation. Visually, 99% of the
  • 3. PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 3 time it is where two lines cross on a plane, which represents a point. A point always has two coordinates: an x-coordinate, and a y-coordinate (written as: (x,y)). However, the other 1% of the time, two lines will either be parallel in space and never cross (no intersection point), or be parallel in space and sit right on top of each other (intersect at all points). See the visual aid below: (Stewart, Redlin, & Watson, 2008) In addition to having students algebraically solve a system of equations and determine how many solutions exist, they would need to logically infer how the lines would look on a plane in space. One solution means the two lines cross at a point. No solutions means the lines are parallel but never touch. Infinitely many solutions means the lines sit atop each other in the plane. There are two of Perkins’ Principles that apply here: Work on the Hard Parts and Learn From the Team. Students reach this part in the course and can solve the system of equations
  • 4. PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 4 using algebra. This does not tend to cause them problems. What they do have issues with is logically inferring what the lines look like in space using the data they have. What is difficult for them is moving from given data ---> visualization. This is where Working on the Hard Parts comes in. As an instructor, one could provide them with a theory of difficulty when the lesson has begun. Perkins (2009) says these are theories that “warn teachers and learners about potholes on the learning road and tell us where we need a special spring in our educational feet” (p. 101). They should try and be specific to the “content of what’s being taught, explaining what makes it hard” (Perkins, p. 103). A possible theory of difficulty for systems of equations would be to advise students to algebraically solve the system of equations first, and then graphically solve the system (as opposed to what many books suggest, which is the opposite). They can then check their answers when they have drawn a graph by using substitution or elimination (i.e. algebraic methods). This works out much better for them. They learn about what it means to solve a system of equations and then their algebraic answer is that intersection point. Then, they graphically show that, and check it using algebraic methods. Just starting out drawing pictures is not advantageous to them, since they do not really understand the meaning behind what intersecting lines on a plane mean. Students can then incorporate any new learned skills they have acquired into future assignments, while teachers can make sure they revisit this material in later lessons to reinforce what students have learned. The teacher could also provide numerous examples of this type of problem for homework or group work and provide communicative feedback. This is feedback “structured to ensure good communication” (Perkins, 2009, p. 86) and is clear, identifies positive features, and shows the recipient what to do better next time. This is constructive criticism, not being mean and not just putting X’s here and there.
  • 5. PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 5 Additionally, students can really benefit from working together in groups or teams. The teacher can assign extra word problems that are applications of systems of equations for groups to work on and present such as the following: A checking account pays an annual interest rate of 2.3% and a savings account pays an annual interest rate of 5.4%. A total investment of $700 paid $34.50 in interest for the year. How much was deposited in each account? This is a perfect example of a system of equations problem, and the students would need to use problem-based learning and could work together to come up with the equations and figure out the answer. The teacher could have them do pair problem solving. This allows for students to pair up and one learner takes the role of problem solver while the other takes the role of listener. The problem solver tackles the problem out loud and the listener listens. If the problem solver stumbles a little bit with the explanantion, he/she looks for feedback and/or clarification from the listener. When done, they change roles. This really allows both people to focus on their thought processes and how to solve the problem. Another thing the instructor can do is to have students break up into larger groups and try and work together to tackle the problem. This could be considered a community of practice (COP). These students all share a common mission – to solve this system of equations and present their answer. By working with others, they can bounce ideas off of each other and they can answer each other’s questions. They can all contribute and each has a part in the problem-solving process. One can visualize and draw a picture, while one can solve the equations. While another can decide to present the material to the class. Learning From the Team is worthwhile, since “social interactions develop language – which supports thinking – and they provide feedback and assistance that support ongoing learning” (Stanford University School of Education, n.d., p. 126).
  • 6. PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 6 Rules When one encounters a certain varying condition in his/her environment, the brain decides how s/he should react to that condition. One takes an action based on that condition to help suit his/her needs to satisfy a situation. The condition paired with the action is a procedure or rule. A good example of a rule in the mathematics classroom to illustrate would be the distributive property which reads: 𝑎( 𝑏 + 𝑐) = 𝑎 ∗ 𝑏 + 𝑎 ∗ 𝑐 𝑜𝑟 𝑎( 𝑏 − 𝑐) = 𝑎 ∗ 𝑏 − 𝑎 ∗ 𝑐 In layman’s terms, it simply says in order to multiply a number (“a”) by the sum of two numbers (“b” and “c”), one would multiply each term of the sum (“b” and “c”) by the first number (“a”), then add the result. The same holds for the difference of two numbers being multiplied by a number. Students studying mathematics need to understand rules or theorems, since these rules apply to different situations that will arise. Once they deduce what rule to use and when to use it, they have to know what the rule means (“says”) in order to take an action based on the conditions the rule sets forth. This property is widely used in lower- and higher- level algebra, so knowing how and when to use this rule is exceedingly beneficial to students. Perkins’ Play the Whole Game is applicable in this situation. Students not only have to be able to define this rule, but have to know when to use it, and where. They have to be able to use it in different situations, and apply it in the real world. In other words, teachers really need to stress that students need to see the whole picture when it comes to using the distributive property, and not just have them memorize it for the sake of memorizing it. If instructors assign examples in class, ask students, “Why are we using this property here?” “Could we use a different property? Why/Why not?” A great project would be to first highlight the property in class. Talk about the
  • 7. PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 7 definition and explain what it means to students. Next, show some basic examples on the board. For example, an instructor could write: Expand the following, then combine like terms: 2(−3𝑥 − 5𝑦 + 7𝑥 − 15𝑦) and show the following steps, written out for students, on the board: {original example} 2(−3𝑥 − 5𝑦 + 7𝑥 − 15𝑦) {apply distribute property} 2 ∗ −3𝑥 + 2 ∗ −5𝑦 + 2 ∗ 7𝑥 + 2 ∗ −15𝑦 {multiply} −6𝑥 − 10𝑦 + 14𝑥 − 30𝑦 {rearrange like terms} −6𝑥 + 14𝑥 − 10𝑦 − 30𝑦 {combine like terms to simplify} 8𝑥 − 40𝑦 Next, teachers could ask students if they have seen examples of this property being used anywhere in real life. If so, where and when? Why was this particular property used? Next, split the class up into groups (COPs), and assign a problem-based learning project. Have them come up with a real-world example of how they could use the distributive property. The group must write up a report (being explicit and using diagrams) summarizing their findings, and at least one person must present the findings to the class. They must all hand in a paper and the presentation must include a PowerPoint or Prezi. An example might be as follows: A farmer has three plots of land that he has divided up as follows. How much area does the farmers’land encompass? (figure not to scale) 190 ft. 190 ft. 220 ft. 300 ft.
  • 8. PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 8 Students can draw the picture above, and then show how to use the distributive property to find the total area. Although their work may be shown in the papers they hand in, students must show all work on the board as well: 190 (190+ 220 + 300) = 190 ∗ 190 + 190 ∗ 220 + 190 ∗ 300 = 36100 + 41800 + 57000 = 134900 𝑓𝑡2 Is this the same thing as adding up all the sides of the length (190 + 220 + 300) = 710, and multiplying by 190? Yes! Not only can students find the smaller individuals areas of the plots and add them up to find the total area, but they should remember to let their classmates know that they could also find the total area of the large rectangle by adding up all the lengths of the plots and multiplying by the width: 𝐴𝑟𝑒𝑎 𝑡𝑟𝑖𝑎𝑛𝑔𝑙𝑒 = 𝑙 ∗ 𝑤 𝐴 = 710 ∗ 190 𝐴 = 134900 𝑓𝑡2 What are the advantages of using the distributive property in this case? Perhaps, it is easier to measure 190 feet, 220 feet, and 300 feet, instead of 710 feet lengthwise. Students should be able to come up with some reasons why using the distributive property might be beneficial (or not!) in their particular examples. In this way, students are using inquiry, strategy, skills, and actually 710 ft. 190 ft.
  • 9. PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 9 doing something to illustrate the property, instead of just sitting in a classroom and memorizing a property. Concepts Concepts are basic units of thought or knowledge that are representations of typical/constant/permanent entities or situations. They are usually organized into a hierarchy, where the higher level elements depend upon the lower level (more basic) elements. According to Pavel (2009), a concept should be defined in terms of a context as this provides a meaningful interpretation of the concept itself (p. 2). Concepts can be combined with other existing concepts. Many students are familiar with the concept of slope in a mathematics classroom. Slope is discussed when talking about points and lines. In order to find the slope of a line, a student should know some basic concepts first – rise and run -- between two points on a line, which leads to the definition: 𝑠𝑙𝑜𝑝𝑒 𝑜𝑓 𝑎 𝑙𝑖𝑛𝑒 = 𝑟𝑖𝑠𝑒 (𝑐ℎ𝑎𝑛𝑔𝑒 𝑖𝑛 ℎ𝑜𝑟𝑖𝑧𝑜𝑛𝑡𝑎𝑙 𝑑𝑖𝑟𝑒𝑐𝑡𝑖𝑜𝑛 𝑏𝑒𝑡𝑤𝑒𝑒𝑛 2 𝑝𝑜𝑖𝑛𝑡𝑠) 𝑟𝑢𝑛 (𝑐ℎ𝑎𝑛𝑔𝑒 𝑖𝑛 𝑣𝑒𝑟𝑡𝑖𝑐𝑎𝑙 𝑑𝑖𝑟𝑒𝑐𝑡𝑖𝑜𝑛 𝑏𝑒𝑡𝑤𝑒𝑒𝑛 2 𝑝𝑜𝑖𝑛𝑡𝑠) Therefore, when discussing lines, the instructor first needs to not only explain how to plot points in a plane and connect them to make lines, but should discuss how to move horizontally or vertically from one point to the other. This allows students to comprehend the definition of slope more easily. In addition, the teacher should discuss and demonstrate how to determine the direct distance between two points (using the distance formula below), and then provide students a context within which the slope can be found and why they are finding it. 𝑑𝑖𝑠𝑡𝑎𝑛𝑐𝑒 𝑓𝑜𝑟𝑚𝑢𝑙𝑎 = √(𝑟𝑖𝑠𝑒)2 + (𝑟𝑢𝑛)2 For example, the following problem could be discussed in class: Given the following two points: (4, -4) and (-7, 5), let us say you move from (4, -4) to (-7, 5). What is the rise? What is the run?
  • 10. PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 10 What is the direct distance between the two points? (plane is opensourced) The instructor would begin by showing students that the rise is the change in the vertical direction. Rise is positive if you move upwards, and negative if you move downwards. Since students need to move upwards 9 units, the rise would be +9. Next, instructors can show students that run is a change in the horizontal direction. Run is negative if you move left and positive if you move right. In this case students need to more left 11 units to get to (-7, 5). Therefore, the run is -11. To determine the direct distance between the two points (which is always a straight line) students need to use the distance formula: 𝑑𝑖𝑠𝑡𝑎𝑛𝑐𝑒 𝑓𝑜𝑟𝑚𝑢𝑙𝑎 = √(𝑟𝑖𝑠𝑒)2 + (𝑟𝑢𝑛)2 𝑑 = √(+9)2 + (−11)2 𝑑 = √81+ 121 𝑑 = √202 or 𝑑 ≈ 14.21 𝑢𝑛𝑖𝑡𝑠 RISE Start at this point RUN Finish at this point Direct Distance Between 2 Points
  • 11. PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 11 Instructors ask: Can d ever be negative? Why or why not? What about the fact that the run is negative – should not that mean that our distance could be negative? These questions are important to ask, since it gets students thinking about the order of operations and the fact that the distance of a line can never be negative. This speaks to deep, not surface, learning. Once this main discussion has occurred, instructors should split the class up into groups. The following project could be assigned: Go outside and measure the height (rise) and length (run) of a handicap-access ramp. Using the distance formula, compute the length of the actual ramp (the distance). Now, measure the actual distance of the ramp to see how close your answer came. Does your answer make sense? Next, find a space where this is no ramp, but see if you can “construct” one using formulas you know. What would the height, length, and hypotenuse (ramp) length be? Share your answers with your classmates. This is using Perkins’ Make the Game Worth Playing and Learn From the Team. Again, this is applying Inquiry- or Problem-Based Learning, since it asks students to apply base knowledge they have to a world-world example. Students are first given a basic overview of the definitions of slope and the distance formula in class. Then, by having students go outside with a clear set of goals and formulas to find the lengths of the ramps, instructors are indirectly intrinsically motivating students to be engaged in this topic. This is not learning for rewards or punishments, but learning for the sake of learning. Intrinsic motivation is what teachers and students should strive for, since it predicts greater achievement (Perkins, 2009, p. 55). Memorizing for the sake of the test to get an A will only go so far. If you link the definitions with an activity, now the definitions have meaning, and are encoded into memory for later retrieval. Students are learning by doing, and they can ask questions while they are doing it.
  • 12. PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 12 They can see why the distance can never be negative. Secondly, the teacher has worked to set up the basic foundation for the concept. Perhaps the student is not that confident regarding slope or the distance formula. He/she thinks they understand the ideas, but they are not really sure. These topics are just out of reach for them; outside their zone of proximal development (ZPD). Here is where working within a social network can come in handy, since students learn in a social context. The people in a person’s immediate environment that they have the most direct interaction with would be called their microsystem. This would be parents, friends, and teachers, for example. Students can all learn from these people because they work and communicate so closely together (The Sociocultural Approach, 2012). The Zone of Proximal Development (ZPD) was posited by Lev Vygotsky and it has to do with his theory of social development. “In order to learn, we must be presented with tasks that are right out of reach of our present abilities” (Lev Vygotsky, 2013). Using the basic knowledge that students have, those people in a student’s microsystem can build on that and help the student to move a little bit closer to the ZPD. Teachers can help students move their ZPD toward “higher levels of competence and complexity … [by providing] clear and effective communication…” (Stanford University School of Education, n.d., p. 129). In essence, they can scaffold, and provide students with just enough support to get them to the next level of thinking to help them improve their skills and understanding within the ZPD. By doing this, learners become active participants in constructing their own learning and will build their own knowledge base to help them reach higher levels of understanding to use in different situations. Analogies Analogies are relational patterns whereby they describe the relationship between a source analog (an old situation) and a target analog (a new situation).
  • 13. PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 13 Source Analog ———–Analogy————> Target Analog The Source Analog can be retrieved in memory and applied to the new situation (Target Analog) using higher-order relations. A good example of using an analogy in the math classroom is with explaining the concept of combining positive and negative numbers and using money to help do this. Often, when students add and subtract signed numbers, they get very flustered and frustrated as to how to go about tackling the problem. Positive and negative numbers are used in the real world every day, so discussing them in class is very beneficial, since they apply to many situations that they currently have and will encounter outside of the classroom setting. Using money as an analogy can work wonders with students since it is something they are so familiar with and they understand what it is like to have money (positive numbers) and not have money or owe money (negative numbers). Give an example in class such as: add “negative twenty-two and positive eight”. If one student presently had eight dollars in their pocket, but then owed their classmate twenty-two dollars, how much would they have left to pay their friend after paying them the eight dollars? They work the math out in their heads by “taking away” eight from twenty-two and getting 14. But they know they are in the “whole” $14, so they associate that with a negative value. Hence, since they owe money, combining -22 and +8 comes to a negative number, or -14. Besides using the analogy of money, however, teachers need to think about Perkins’ teaching technique of Uncover the Hidden Game. Even though this money analogy may help, many students may still simply add and subtract numbers using their calculators, and will never truly understand why they are getting the answers they get, or how to add or subtract signed numbers on their own. The Hidden Games (strategies) underneath adding and subtracting
  • 14. PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 14 signed numbers are using the concepts of absolute value & the number line, and applying the rule for subtracting signed numbers. When in doubt, students can use these rules and visualize a number line to help them combine signed numbers together. The absolute value of a number can be defined as that number’s distance on a number line from zero. Distance can never be negative, so the absolute value can never be negative (there is an exception, but it will not be addressed in this paper). In simplest terms, the absolute value of a number x can be written as: | 𝑥|. When one takes the absolute value of a number it will always be a positive value, therefore, | 𝑥| = 𝑥. So, |2| = 2 (number line is opensourced) and, |−6| = 6 In order to add two signed numbers:  If the numbers have the same sign, add their absolute values and keep the sign they share  If the numbers have opposite signs, subtract their absolute values (subtract the smaller number from the larger number) and take the sign of the higher number “2” is 2 units away from 0 on the number line “-6” is 6 units away from 0 on the number line
  • 15. PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 15 The following are two examples that could be shown in class to first illustrate the two rules: For example: Combine −1 + −8. {original example} −1 + −8 = ? {set up absolute values} |−1| + |−8| = ? {take the absolute values and add} 1 + 8 = 9 {take the sign they share} −9 Using the number line, students start at -1 and “add” eight more negatives, or move to the left eight units on the number line and end up at -9. Another example: 𝐶𝑜𝑚𝑏𝑖𝑛𝑒 − 15 + 33. {original example} −15 + 33 = ? {set up absolute values} |33| − |−15| = ? {take the absolute values and subtract} 33 − 15 = 18 {take the sign of the higher #} +18 In addition to adding two signed numbers, students should really know the following rule for subtracting two signed numbers: 𝒂 − 𝒃 = 𝒂 + −𝒃 Start at -1 and move left -8
  • 16. PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 16 This definition says if one subtracts two signed numbers, one can change the sign of the second number as well as change the operation from subtraction to addition. In layman’s terms, subtracting b from a is the same as adding a to the opposite of b. So, 6 − 10 becomes 6+ −10 Once students change the operation from subtraction to addition, they can apply the rules of addition using absolute values as illustrated above. Students can then be asked to explain adding and subtracting signed numbers to other students in front of the class, and each give examples to their classmates using absolute value and the number line, or money for an analogy. For example, a student could offer the following: The temperature at noon was 30º F. By 3:00 pm, it fell to -10º F. What was the change in temperature? Do their fellow classmates understand? If not, the student can make sure that they answer the questions, getting help from other classmates (or the instructor). Peer feedback is very important, since questions from fellow classmates really touch home, since chances are if one student has a question, others do, too. Allow students to ask questions, and provide a comfortable learning and inquisitive environment in the classroom. Are they using methods of inquiry to come up with the answer? If not, guide them along to do so. The teacher can give a quiz after the student has taught a lesson on the underlying principles and has asked the question above to see if their fellow classmates really understood the lesson and the “hidden” games underneath. Have them show how they came up with the answer, not just give an answer. Images Images are pictoral representations in our mind of actual objects. Images are especially
  • 17. PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 17 helpful in problem solving, since they aid students in figuring out the path to get from A —>B, when words are not enough. And problem solving is not just important in mathematics courses. According to the Partnership for 21st Century Skills website (2009), “Within the context of core knowledge instruction, students must also learn the essential skills for success in today’s world, such as critical thinking, problem solving (my emphasis), communication and collaboration” (p.1). When a school builds on this foundation, students become more engaged and are better prepared to “thrive in today’s global economy” (Partnership for 21st Century Skills, 2009, p. 1). Problem solving is not just about memorizing steps (but then again, nothing in math should be!) It is an essential skill to have in the real world. People solve problems all the time and do not realize they are following steps along the way to arrive at an answer. Drawing a picture in mathematics is one of the essential problem-solving steps, and teachers should stress this step. Problem-solving is one of the most difficult concepts for algebra students to grasp. Visualizing a situation can be helpful, since students can benefit from the verbal messages and the visual images. Visual students prefer learning using pictures and images since they have spatial understanding (Overview of learning styles, 2014). As an example of problem solving, instructors can start off discussing the following example: A triangle has a height of 10 m. The base of the triangle is three less than four times the height. Find the area of the triangle. This word problem can be figured out using algebra alone, but visualizing the problem makes finding the answer so much easier for students, since they are combining verbal and visual skills together (hence using more than one part of their brain to tackle a problem). Have them try and figure out the problem first without drawing a picture. Can they do it? Are they having trouble? Next, have them draw any triangle and label the triangle with the pertinent information:
  • 18. PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 18 𝒃 = 𝟒𝒉 − 𝟑 (base or “b” is 3 feet less than 4 times the height or “h”) Using the figure, they can substitute the known information into the given formulas to come up with an answer. They would substitute 10 for h into “b=4h-3” to find “b”. They would find “b” to be 37. Then, they would need to remember that the area of a triangle is equal to the triangle’s base times its height. (A=b*h). Substituting this information into the formula: 𝑨 = 𝒃 ∗ 𝒉 𝐴 = 37 ∗ 10 𝐴 = 370 𝑚2 Take a poll. Was it easier for students to find the answer with the picture? Most likely, students will agree that it was. This not only works well for visual students, but all students, since they now have a picture in their minds of how images are important in the problem-solving process. They can refer back to this process when they encounter a similar problem in the future Perkins’ Principle Play Out of Town is applicable with this mental representation and example, since one of the main ideas to take away from problem solving is to be able to solve a problem and then transfer the gained skills of problem solving to a totally different type of problem that students have not yet seen. Drawing a picture can definitely help with this skill. Students can truly learn something by practicing it over and over, and explaining it to other students. In addition, they can move out of their comfort zones and try something a little bit 10 m.
  • 19. PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 19 novel and difficult to challenge themselves, all the while using their base knowledge and skills they have acquired in other contexts. Students can then acquire new skills to help them when they encounter similar examples in the future. They can ask themselves questions such as, What skills worked in this new situation? Did working with others help me to understand the material more deeply? Did using a different learning or study strategy help me retain the concepts? What positive things came out of this new experience? Only by moving out of familiar territory, can students learn other strategies that can better serve them in different situations. As Perkins (2009) states, “the whole point of formal education is to prepare for other times and other places, not just to get better in the classroom. What we learn today is not for today but for the day after tomorrow” (p. 12). In addition, when moving students out of their comfort zone, it is important to make the learning relevant and engaging. Also, since students may be uncomfortable, presenting them with smaller bits of significant information instead of large amounts works well since the brain is limited in its capacity to multitask. This lets students focus their attention on one or a few topics and allows information to be encoded into memory for later retrieval. Miller (2011), declares, “little information is encoded in the absence of focused attention”. Simply stated, without attention, there is no memory. A perfect example of incorporating images in the problem-solving process with the transfer of learning could be: At 12:30 pm, the Sebathia steamed toward the Luthania at a rate of 15.5 miles per hour. Suppose the Luthania was also drifting toward the Sebathia at a rate of 1.5 miles per hour. If the two boats started 85 miles apart, at what time would they meet? The example shown in class had to do with area of triangles, not rates of boats. Would a picture help solve this problem? Teachers could assign groups of two students to work together
  • 20. PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 20 to solve this problem and then share their answers out loud. They must draw a picture as one of the problem-solving steps. The following could be an image (obviously, the image need not be this detailed): Next, the following table (another visual aid!) can help students come up with an equation to solve this problem: Distance (𝑑 = 𝑟 ∗ 𝑡) Rate (r) Time (t) Sebathia 15.5*t 15.5 t Luthania 1.5*t 1.5 t 𝑑 𝑆𝑒𝑏𝑎𝑡ℎ𝑖𝑎 + 𝑑 𝐿𝑢𝑡ℎ𝑎𝑛𝑖𝑎 = 𝑑𝑡𝑜𝑡𝑎𝑙 15.5𝑡 + 1.5𝑡 = 85 17𝑡 = 85 𝑡 = 85 17 = 5 ℎ𝑜𝑢𝑟𝑠 12:30 𝑝𝑚 + 5 ℎ𝑜𝑢𝑟𝑠 = 5:30 𝑝𝑚 Lastly, instructors can ask students how images have helped them solve problems in real life. Sebathia – traveling at 15.5 mph Luthania – traveling at 1.5 mph Meeting Point 85 miles 𝑑𝑖𝑠𝑡𝑎𝑛𝑐𝑒𝑆𝑒𝑏𝑎𝑡ℎ𝑖𝑎 𝑑𝑖𝑠𝑡𝑎𝑛𝑐𝑒𝐿𝑢𝑡ℎ𝑎𝑛𝑖𝑎
  • 21. PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 21 What examples can they come up with to illustrate when a picture or image aided them in formulating an answer to a problem? Connections & Reflections I have learned that our brain uses mental representations to help us sort knowledge in our minds. We defined them in the beginning of the course, and I thought, “This is SO hard!” It paid off in the end of the course, though, because I came to see just how important these are in relation to everything else we studied in the course. They were really the basis for the rest of the material we studied. It helped me to see how my students organize knowledge and where they may have issues in their learning. Many of them have problems coming up with analogies and drawing pictures (images) and I see that many of them need to work on their visual learning skills. Administering a learning styles inventory to all of my students might not be a bad idea! For example, they could be visual, aural, kinesthetic, or reflective. They may not know what their strengths and weaknesses are when it comes to learning, and this may really help them hone in on a particular set of skills. I am still not convinced that Artificial Intelligence (AI) will or should try to delve into the world of emotions and cognition. I think some things should be left alone. Just because we might have the scientific capability someday, what about the ethical concerns? In addition to the ethical concerns, I am finding my students are becoming more and more reliant on technology for everything, and they cannot think for themselves. I have students that cannot add 2 + 7 without using their calculators. This truly scares me. This shows me they are learning on the surface, but not truly understanding the concepts beneath. I fear that we will end up having computers do everything for us, and that we will lose the power to think and reason for ourselves. As educators, we must know when to introduce technology and know that it should
  • 22. PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 22 not take over our classrooms, but be an aid for our teaching purposes. Technology will never replace an instructor (I hope!) and we need to be aware of how we can use technology and AI in our classrooms at all times. I am certainly willing to take a closer look and consider the positives of how to integrate AI and technology into my classroom, but right now I am still very leery about introducing too much of it into my classroom. Social contexts are extremely important in knowledge acquisition and learning. Ideally, you want students interacting with each other and with the teacher to get the most out of the classroom experience. This way, they grow intellectually and cognitively and take control of their own learning. I always loved working alone as a student, and throughout this course I have truly come to see the value in working in a social context. I have realized the value of PLE’s and COP’s because you can meet with other people that share the same interests as you do and bounce ideas off of other people for input. You can make positive changes when you have other people working with you to get something accomplished. What we learn cannot be separated from how we learn it and this becomes invaluable, since we can take this with us when we move to other environments. I have also learned that as an instructor, I, along with others in a student’s microsystem, can help students to move into their ZPD. I truly did not understand how valuable other people can be in helping each other learn. Our environments truly can shape our learning. Not only can I have an impact, but as an instructor, I should try and encourage students to be interactive with each other. Peer feedback is very important! I have learned valuable teaching strategies based on Perkins’ (2009) seven Principles of Teaching: a. deconstruct and reconstruct the hard parts so they can be executed in new and better ways (p. 80) b. teachers can provide feedback that touches not just on matters of correctness but strengths and shortfalls of understanding (p. 84)
  • 23. PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 23 c. students can evaluate one another’s work or even self-evaluate with the help of rubrics (p. 84) d. incorporate improved understanding of the hard parts into the whole game (p. 88) e. try and anticipate the hard parts with learning by wholes and playing “out of town” (p. 89) f. as educators, we can ask, “what makes this hard?” and when we can answer this question (i.e. come up with a theory of difficulty), we can try and prevent those hard parts from doing their worse damage (p. 101) g. try not to just focus on the surface characteristics, but also look at the underlying principles. This will allow for deeper learning and enable students to gain the skills to tackle the hard parts (p. 112) h. have students learn by DOING! This allows for effective transfer of material and aids in students making connections (p. 123) One of the most important ones on this list really struck home for me throughout the course, and that was item “h.”. I really am walking away with a better understanding of why I should be incorporating inquiry- and problem-based learning into my classroom. It just means so much more to students than a traditional lecture experience (which was how I started teaching six years ago). I participated in a week-long camp for exceptional students last January. The coordinator would not let the three lecturers allow us to just talk in front of the class the whole week. We had to come up with projects for the students the whole time. I gave a PowerPoint presentation on teamwork, and then had them work on a team-building exercise (see Appendix - Figure 1). My collaborators worked on a water bottle bungee exercise to illustrate linear equations (see Appendix – Figure 2). By the end of the week, the students really were getting into the whole problem-based learning experience and I began to really see the value in this type of teaching and learning. I could see that these exercises really went a long way in teaching them about teamwork and linear relationships; far more than us just standing up in front of the class talking leadership and plotting points on a plane. In addition to these teaching strategies, I learned about metacognition and its importance for students’ learning. Good learners combine cognitive strategies and metacognitive awareness. Livingston (1997) asserts, “those with greater metacognitive abilities tend to be more successful
  • 24. PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 24 in their cognitive endeavors”. Cognitive strategies include taking notes and asking questions. Metacognitive awareness is the “learner’s awareness of the learning process and what it takes to achieve good results in a specific learning task” (Luke, 2006, p. 2). These include self- evaluation, setting goals for learning, using self-instruction, self-questioning, monitoring comprehension and progress, and self-rewarding for success. As instructors, I think it is easy to forget these since we get so bogged down in focusing on the content material, but ideally, these metacognitive abilities should be touched upon throughout the course. Learners should be given time to discuss and model strategies which they can then take and use on their own. I learned the value of emotions and the role they play in cognition. Emotions are “specific and intense psychological and physical reactions to a particular event” (Advameg, 2014). According to Dr. Luiz Pessoa on Scholarpedia.org, it has been shown that humans remember better “emotionally arousing information” and that “…emotion and cognition conjointly and equally contribute to the control of thought and behavior” (2011). This has always been a significant thing for me in my classroom. If you make the classroom an inviting and fun place to be, students will want to show up and participate in class. I just did not realize that emotions played that huge a part in thinking and learning. Ahmad and Rana (2012) assert, “Cognition and emotions interact and influence human behavior…A person who is in [a] good mood is generally productive and vice versa. Anxiety as an emotion bears on educational performance in affecting students’ attention and memory processes hampering the cognitive functioning and consequently academic output. This suggests that understanding and regulating emotions can help in promoting efficient intellectual functioning” (p. 109). Along the lines of emotions and mood, I also learned that our brains can build new neurons and connections and that “new neurons are highly correlated with memory, mood, and
  • 25. PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 25 learning” (Jensen, 2008, p. 6). The process of building new neurons can be enhanced by exercise, good nutrition, and lower levels and stress. This can increase students’ mood and help with memory. Jensen (2008) also writes that the brain can “rewire and remap itself by means of neuroplasticity” (p. 7). A study done by scientists at Brown University in 2000 looked at changes in the brain during learning processes. The researchers did studies on rats and found “learning engages a brain process called long-term potentiation (LTP), which in turn strengthens synapses in the cerebral cortex” (Turner, 2000). Learning, therefore, produces actual physical changes in the synapses between neurons. Students (once they find that learning style that best suits them) can perfect that learning style, and just by repeatedly using their sensory system, can increase the sensitivity of their neural networks in the brain. They can begin to process data more efficiently and make more skilled responses to questions asked of them. In other words, neuronal connections change and grow in that part of the brain that you use the most. Fascinating! This speaks to what I wrote before, in that once students find that learning style that works for them, to really stick with it and sharpen it, since that will only help them become a stronger learner. That being said, however, students must also realize that other skills are important, especially when they move out into the workforce. If they are verbal learners, they should try to work on their visual skills. If they are reflective learners, they should try to work on becoming a little bit more active. If you are a sequential thinker, try to think globally once in a while. While strengthening your personal learning style is important, it also helps to Play Out of Town and think “outside the box”, since different situations will arise which will necessitate the use of other learning styles. The more prepared students are for different situations, the better off they will be. Giving them experiences Out of Town will help students stretch their minds to allow this to happen.
  • 26. PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 26 According to some researchers and scientists, cognition is not a separate, localized entity within our skulls or brains, but it is integrated with our bodies (specifically our sensory systems - vision, sound, smell, etc.) and integrated with how it interacts with the environment (sensing and reacting to it). This constitutes the embodiment view of cognition. Since the environment is composed of many different types of variables and is always changing, they call it a “dynamic” system. This concept is still a little strange to me, and I would really need to study this more in detail before I felt comfortable discussing any concepts related to this topic in my classroom. Finally, the Mickey McManus video, Innovate: Education really struck a chord with me, since I am not only interested in mathematics, but filmmaking as well (it was my minor as an undergraduate student). I truly believe that human beings cannot live without something that fills their spirit and soul. We have the core subjects, of course, and I am so lucky to love algebra. But, I also really love film, because it allows people to be creative and highlights people’s talents in such a way that sitting in a classroom just is not the same. The moving image is amazing. The filmmaking process is so much fun, and collaborating with a team to produce and make a film was one of the most challenging, yet rewarding experiences as an undergraduate student. Whenever I got stressed taking my science classes, my film classes were there to relieve me. They helped stir my soul, and I was able to be creative and take ideas from my head and translate them into something visible that really held meaning for me. We all played a part to make this movie, but we all contributed our own vision and creativity to it. Students truly learn by doing and we all took away something from that experience that we will treasure for the rest of our lives. As instructors, you can inspire students and reach inside them in such a way that is deeper than just giving them a lecture. What do they want to do with their lives? How can we help them get there? How can we compose a lesson plan such that it incorporates creative design in
  • 27. PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 27 its layout? How can we help make students ready for the 21st century? This course truly has inspired me to find out.
  • 28. PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 28 APPENDIX
  • 29. PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 29 BROKEN SQUARES EXERCISE (TEAM BUILDING ACTIVITY) Cheryl Fox Objectives (NOT to be shared until the exercise has been completed): Students will be able to 1. Analyze certain aspects of cooperation in solving a group problem. 2. Become sensitive to some of their own behavior which may contribute toward or obstruct the solving of a group problem. 3. Identify the role of trust building in cooperation situations. Group size: any number of groups,5 people per group. Time required: 20 minutes for the activity, 20-25 minutes for discussion. Materials needed: one set of broken squares for every five members of a group. Instructions: 1. Divide participants into groups of five. 2. Each group should form a small circle. 3. Each group will introduce all members of the group to each other. 4. One person in each group will be designated the “observer” of the group. 5. Give each group an envelope containing one set of squares. Each set is broken down into five sets ofpieces. Do not let the group open the envelope until the instructions are read. 6. Read aloud: “The game you are about to play is a learning experience that will be discussed later. In each envelope there are five sets of pieces of paper for forming squares. When I give the signal to begin, the task of your group is to form five squares of equal size. Therefore, by the end of the exercise each individual in you group will have a separate square in front of them. You will be given 20 minutes to complete this task. Specific limitations are imposed upon yourgroup during this exercise. They are:  No member may speak during the entire exercise.  No member may ask anothermember for a piece or in any way signal (i.e. point, nod head) that anotherperson is to give him / her a piece.  No member may take a piece from anothermember.  Members may, however, give their pieces directly to other members – not put them in the middle of the group.  It is permissible for a member to give away all the pieces to his/her square,even if he has already formed a square. 7. The observerin the group will watch to ensure that all members follow the rules mentioned above. 8. ARE THESE INSTRUCTIONS CLEAR?” (Questions are answered at this time). 9. Call an end to the game after 20 minutes. 10. Show the players who were unable to complete the squares how to do so. Discussion: 1. How did you feel during this exercise?  How many of you were frustrated? Why? *The usualanswer to this is, “I couldn’t communicate.” Suggest this isn’t true, but rather
  • 30. PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 30 normal patterns of communication were disrupted. They could communicate by giving away appropriate pieces. 2. Ask the observers if anyone mentally/physically dropped out when they had completed their square? Why? *For westerners with an individualistic orientation, we hear the instructions as individuals. Not everyone hears them this way.  How does this affect the team? 3. Did dominant individuals emerge, or did everyone seem to participate equally? 4. How willing were people to give away pieces of their puzzle? Were participants more interested in getting than in giving? 5. Did anyone violate the rules by talking or pointing as a means of helping fellow members solve their puzzle? 6. Was there any critical point at which the group started to cooperate? What was the cause? 7. What are some principles for successfulgroup cooperation?  Each individual must understand the total problem  Each individual should understand how he/she can contribute (sharing what they know) toward solving the problem  Each individual should be aware of the potential contributions of otherpeople  There is a need to recognize the problems of other individuals, in order to aid them in making their maximum contribution 8. Questions:  What happens if you ignore anotherperson’s task?  What lessons did you learn about organization?  What lessons did you learn about being a more effective team member?  How was trust developed or broken down within the whole group?  What was necessary to build trust within the group? Here are the original squares,which are cut along the lines and split up into five different envelopes: (Picture from Broken Squares, 2012) Figure 1
  • 31. PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 31 Bungee Jumping – Water Bottle (Colm Duffin & Anna Sicko - used with permission) READER “Thelegend says that in thevillage Bunlap a man called Tamalie had a quarrel with his wife. She ran away and climbed a Banyan tree where she wrapped her ankles with liana vines. When Tamalie came up to her, the woman jumped from the tree and so did her husband not knowing what his wife had done. So he died but the woman survived. Themen of Bunlap were very impressed by this performance and they began to practice such jumps in case they got in similar situations. This practice transformed into a ritual for rich yam harvests and also for proving manhood.” READER: “To honor this ritual, we will have a competition in the classroom. The rules are as follows: a. Select a bottleand make a bungee cord by connecting rubber bands to the bottle. b. Drop thebungee bottlefrom thetop of thestairs… 594 in. c. The winning group will come as close to theground as possible without hitting it.” MAKE AN ESTIMATION (before we start the experiment) 1) Estimate the number of rubber bands you think it will take to get as close to the ground as possiblefrom a height of 594 in: I think we will use ______ rubber bands READER: “You will collect data in your classroom first.  Hold the end of the 5th rubber band at the jump line with one hand, and drop the water bottle from the line with the other hand.  Mark to the lowest point where that water bottle reaches on this jump. Measurethe distance in inches.  Record thevalue in thedata table below. The bungee jumper’s life could depend on your accuracy! The teacher will do a demonstration and then we will now break into groups to complete theexperiment.” 2) Completethe table below 3) Create a scatter plot of thedata onthe gridbelow. NUMBER OF RUBBER BANDS (X) JUMP DISTANCE IN INCHES (Y) 5 8 10 12 15 4) Come up with an equation for your line of best fit. Remember it is possiblethat all members in your group have different equations My Equation:______________________________
  • 32. PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 32 5) Before we make a prediction for the stairwell, predict the height the water bottle should bungee jump if 20 rubber bands are used.(Show your work). Does this answer seem reasonable? 6) Work as a group to predict the number of rubber bands it will take to have the best bungee jump from 594 in. off the ground. (It’s possible that all members in yourgroup will have different equations,and therefore have slightly different answers. Remember to help each other!) Show yourwork and put your answer in a sentence! 7) What is the equation the graphing calculator gives for your line of best fit? (Enter the rubber band data in L1, and enter the jump distance data for L2) Calculator equation: _____________________________ 8) How does the rate (in the calculator equation)relate to the situation? ________________________________________________________________________ ________________________________________________________________________ 9) Using the equation from the graphing calculator, predict the maximum number of rubber bands so that the water bottle could safely jump from the top of the stairs, which is 594 in. Show your work and put your answer in a sentence. 10) Which answer do you think will be more accurate, the number of rubber bands you calculated in number 6 or number 9? Explain why. ________________________________________________________________________ ________________________________________________________________________ 11) What are some of the reasons your prediction may not end in a perfect jump? ________________________________________________________________________ Now that we finished the math, let’s drop our bottles from the stairwell and test your prediction! 12) Was your group accurate? Describe what happened when you dropped your water bottle: ________________________________________________________________________ 13) Is there a correlation or causation between the number of rubber bands & the jump? Explain. Figure 2
  • 33. PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 33 References Advameg, Inc. (2014). Human diseases and conditions: Emotions. Retrieved from http://www.humanillnesses.com/Behavioral-Health-Br-Fe/Emotions.html#b Ahmad, I., & Rana, S. (2012). Affectivity, achievement motivation, and academic performance in college students. Pakistan Journal of Psychological Research, 27(1), 107-120. Broken Squares. (2012). Retrieved June 20, 2014, from http://www.slideshare.net/abhilashnar/broken-squares Jensen, E. P. (2008). A fresh look at brain-based education. Retrieved from http://www.fasa.net/upload_documents/NEUROPLASTICITY10.29.pdf Lev Vgotsky [sic], Learning Theories, ZPD [Video File]. Retrieved from http://www.youtube.com/watch?v=UEAm4cf_9b8 Livingston, J. A. (1997). Metacognition: An overview. Retrieved from http://gse.buffalo.edu/fas/shuell/cep564/metacog.htm Luke, S. D. (2006). The power of strategy instruction. Evidence for Education, 1(1), 1-12. Miller, M. (2011). What college teachers should know about memory: A perspective from cognitive psychology. College Teaching, 59, 117-122. Overview of learning styles. (2014). Retrieved May 12, 2014, from http://www.learning-styles- online.com/overview/ Partnership for 21st Century Skills. (2009). P21 framework definitions. Retrieved from http://www.p21.org/storage/documents/P21_Framework_Definitions.pdf Pavel, G. (2009). Concept learning – investigating the possibilities for a human-machine dialogue. In Knowledge Media Institute Special Report. Retrieved from http://kmi.open.ac.uk/publications/pdf/kmi-09-01.pdf
  • 34. PERKINS ANALYSIS WITH CONNECTIONS & REFLECTIONS 34 Perkins, D. (2009). Making learning whole:How seven principles of teaching can transform education. San Francisco, CA: Jossey-Bass. Pessoa, L. (2011). Cognition and emotion. Retrieved from http://www.scholarpedia.org/article/Cognition_and_emotion The Sociocultural Approach – Bronfenbrenner’s Ecological Approach [Video File]. Retrieved from http://www.youtube.com/watch?v=emm63kn0F28 Stanford University School of Education, (n.d.). Learning from others: Learning in a social classroom. Retrieved from http://www.learner.org/courses/learningclassroom/support/07_learn_context.pdf Stewart, J., Redlin, R., & Watson, S. (2008). College Algebra. Belmont, CA: Cengage Learning. Thagard, Paul. (1996). Mind: Introduction to cognitive science. Cambridge, MA: The MIT Press. Turner, S. (2000). Study describes brain changes during learning. Retrieved from http://www.brown.edu/Administration/News_Bureau/2000-01/00-036.html