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Thinking Skills for Research
Shreepad Karmalkar Shreepad Karmalkar
EE Department, IIT Madras
Email: [email protected]
1
• the difference between thinking skills required for course
based and research education
At the end of this session, you should be able to r ecognize
3
• the various levels of thinking
• the difference between thinking skills required for course
based and research education
At the end of this session, you should be able to r ecognize
4
• the various levels of thinking
• the difference between thinking skills required for course
based and research education
• the difference between intelligence and creativity
At the end of this session, you should be able to r ecognize
5
• the difference between thinking skills required for course
based and research education
• the various levels of thinking
• the difference between intelligence and creativity
At the end of this session, you should be able to r ecognize
6
• the role of the following in creative problem solvi ng
- information organization(permutations-combinations, tables, graphs)
- analogies
• the difference between thinking skills required for course
based and research education
• the various levels of thinking
• the difference between intelligence and creativity
At the end of this session, you should be able to r ecognize
7
• ways of developing creative thinking in yourself
• the role of the following in creative problem solvi ng
- information organization(permutations-combinations, tables, graphs)
- analogies
Levels of thinking
Make five squares of equal size out of a single lar ge
square, using scissors only. Cut and paste is allow ed.
Activity
9
Make five squares of equal size out of a single lar ge
square, using scissors only. Cut and paste is allow ed.
Levels of thinking
Activity
1 2 3 4 510
Questions testing levels of thinking
Q. State and prove Pythagorus theorem.- Tests memory
Q. Using Pythagorus theorem, divide a square piece o f paper into five equal squares.
Following questions assume that students are taught the statement and proof of Pythagorus theorem.
paper into five equal squares.- Tests application
Q. Divide a square piece of paper into five equal s quares. (No hint of Pythagorus theorem).- Tests critical thinking
Q. Formulate a question for testing the levels of t hinking.- Tests creativity
11
Questions testing levels of thinking
Q. State and prove Pythagorus theorem.- Tests memory
Q. Using Pythagorus theorem, divide a square piece o f paper into five equal squares.
Following questions assume that students are taught the statement and proof of Pythagorus theorem.
paper into five equal squares.- Tests application
Q. Divide a square piece of paper into five equal s quares. (No hint of Pythagorus theorem).- Tests critical thinking
Q. Formulate a question for testing the levels of t hinking.- Tests creativity
12
Questions testing levels of thinking
Q. State and prove Pythagorus theorem.- Tests memory
Q. Using Pythagorus theorem, divide a square piece o f paper into five equal squares.
Following questions assume that students are taught the statement and proof of Pythagorus theorem.
paper into five equal squares.- Tests application
Q. Divide a square piece of paper into five equal s quares. (No hint of Pythagorus theorem).- Tests critical thinking
Q. Formulate a question for testing the levels of t hinking.- Tests creativity
13
Questions testing levels of thinking
Q. State and prove Pythagorus theorem.- Tests memory
Q. Using Pythagorus theorem, divide a square piece o f paper into five equal squares.
Following questions assume that students are taught the statement and proof of Pythagorus theorem.
paper into five equal squares.- Tests application
Q. Divide a square piece of paper into five equal s quares. (No hint of Pythagorus theorem).- Tests critical thinking
Q. Formulate a question for testing the levels of t hinking.- Tests creativity
14
Questions testing levels of thinking
Q. State and prove Pythagorus theorem.- Tests memory
Q. Using Pythagorus theorem, divide a square piece o f paper into five equal squares.
Following questions assume that students are taught the statement and proof of Pythagorus theorem.
paper into five equal squares.- Tests application
Q. Divide a square piece of paper into five equal s quares. (No hint of Pythagorus theorem).- Tests critical thinking
Q. Formulate a question for testing the levels of t hinking.- Tests creativity
15
� Memory
� Application
Levels of thinking
Employed in research
17
� Application
� Critical thinking
� Creativity
HOT
Intelligence versus Creativity
• Marilyn vos Savant (IQ 228 – highest ever)
19
• Richard Feynman (IQ 122 - less than many run-
of-the-mill physicists)
• Marilyn vos Savant (IQ 228 – highest ever) is
merely a question and answer columnist for
Parade magazine.
Intelligence versus Creativity
20
• Richard Feynman (IQ 122 - less than many run-
of-the-mill physicists)
• Marilyn vos Savant (IQ 228 – highest ever) is
merely a question and answer columnist for
Parade magazine.
Intelligence versus Creativity
21
• Richard Feynman (IQ 122 - less than many run-
of-the-mill physicists) is a Nobel prize winner
and recognized as the last American Genius.
Intelligence versus Creativity
• Intelligence and creativity are not the same things.
• Intelligence in a domain means the ability to function
at a high level in that domain
23
• Intelligence and creativity are not the same things.
• Intelligence in a domain means the ability to function
at a high level in that domain,
Intelligence versus Creativity
but
creativity involves asking new questions and altering
the domain.
24
• Intelligence and creativity are not the same things.
• Intelligence in a domain means the ability to function
at a high level in that domain,
Intelligence versus Creativity
but
creativity involves asking new questions and altering
the domain.
25
• Creativity is the ability to look at the same thing
as everyone else, but think something different
Description of attitudes with the help of “roses” a nd “thorns”
Optimistic Roses
Pessimistic Thorns
Thinking differently – Example 1
28
Description of attitudes with the help of “roses” a nd “thorns”
Optimistic Roses
Pessimistic Thorns
Realistic Roses and thorns
Thinking differently – Example 1
Realistic Roses and thorns
Stoic Roses or thorns
29
Description of attitudes with the help of “roses” a nd “thorns”
Optimistic Roses
Pessimistic Thorns
Realistic Roses and thorns
Thinking differently – Example 1
Humane Roses for you and Roses for me
Realistic Roses and thorns
Stoic Roses or thorns
Selfish Roses for me and thorns for you
30
Description of attitudes with the help of “roses” a nd “thorns”
Optimistic Roses
Pessimistic Thorns
Realistic Roses and thorns
Thinking differently – Example 1
Humane Roses for you and Roses for me
Realistic Roses and thorns
Stoic Roses or thorns
Selfish Roses for me and thorns for you
Divine Roses for you and your thorns for m e
31
Description of attitudes with the help of “roses” a nd “thorns”
Optimistic Roses
Pessimistic Thorns
Realistic Roses and thorns
Thinking differently – Example 1
Metaphor
Humane Roses for you and Roses for me
Realistic Roses and thorns
Stoic Roses or thorns
Selfish Roses for me and thorns for you
Divine Roses for you and your thorns for m e
32
Description of attitudes with the help of “roses” a nd “thorns”
Optimistic Roses
Pessimistic Thorns
Realistic Roses and thorns
Thinking differently – Example 1
Metaphor
Humane Roses for you and Roses for me
Realistic Roses and thorns
Stoic Roses or thorns
Selfish Roses for me and thorns for you
Divine Roses for you and your thorns for m e
33
Permutation-Combination
A
C
BD
Reduction of Systematic Error
Thinking differently – Example 2
Terminal velocity as a function of the diameter34
ABCDDCBAB
A
C
BD
Reduction of Systematic Error
Thinking differently – Example 2
BCDAADCBTerminal velocity as a function of the diameter
ABCDDCBAB
A
C
BD
Reduction of Systematic Error
Thinking differently – Example 2
BCDAADCBTerminal velocity as a function of the diameter
• 2√√√√2 < ππππ < 4 (square), 3 < ππππ < 2√√√√3 (hexagon)
Different ways of calculating ππππ
Thinking differently – Example 3
38
• ππππ / 4 = Tan-1 1 = (x – x3/3 + x5/5 – x7/7 + ….) at x = 1
• 2√√√√2 < ππππ < 4 (square), 3 < ππππ < 2√√√√3 (hexagon)
Different ways of calculating ππππ
Thinking differently – Example 3
• ππππ / 4 = Tan 1 = (x – x /3 + x /5 – x /7 + ….) at x = 1
39
• ππππ / 4 = Tan-1 1 = (x – x3/3 + x5/5 – x7/7 + ….) at x = 1
• 2√√√√2 < ππππ < 4 (square), 3 < ππππ < 2√√√√3 (hexagon)
Different ways of calculating ππππ
Thinking differently – Example 3
• ππππ / 4 = Tan 1 = (x – x /3 + x /5 – x /7 + ….) at x = 1
• Buffon’s needle experiment
ππππ = 2 x (total drops) / (no. of hits)
40
Assignment
Find four different proofs of Pythagorus theroem,
using internet search or otherwise.
4141
Derive the trend in the behavior of plating adhesio n on a
silicon substrate from the measured data as a funct ion of
substrate area and doping level.
Example
Tabular Organization of Information
43
Derive the trend in the behavior of plating adhesio n on a
silicon substrate from the measured data as a funct ion of
substrate area and doping level.
Example
Tabular Organization of Information
44
The adhesion is measured for 0.5, 1 and 2 cm 2 area, and P+,
P, N and N+ doping levels.
Derive the trend in the behavior of plating adhesio n on a
silicon substrate from the measured data as a funct ion of
substrate area and doping level.
Example
Tabular Organization of Information
45
The adhesion is measured for 0.5, 1 and 2 cm 2 area, and P+,
P, N and N+ doping levels.
Each measurement is repeated twice.
Table(List)
Doping Area (cm 2)
Expt 1 Expt 2
P+0.5 10 10.2
1 7 7.2
2 5 6
P0.5 8 9
1 4.3 4.7
AdhesionStrength(106 N / m2)
2 3 3.1
N0.5 4.1 4.8
1 4.1 5
2 3.9 5.8
N+0.5 - -
1 3 3.2
2 2.9 6.1 46
AreaDoping
0.5 cm 2 1 cm 2 2 cm 2
P+ 10 10.2 7 7.2 5 6
P 8 9 4.3 4.7 3 3.1
Table (Matrix)
P 8 9 4.3 4.7 3 3.1
N 4.1 4.8 4.1 5 3.9 5.8
N+ - - 3 3.2 2.9 6.1
Adhesion strength (10 6 N / m2)
47
0.5 cm 2
1 cm 2
Adh
esio
n st
reng
thN
/ m
2 )10
8
6
Graphical Organization of Information
Example 1: Adhesion measurements
2 cm 2
Adh
esio
n st
reng
th(1
06N
/ m
N+ N P P+
6
4
2
0
49
Example 2: Solution of two linear equations
A1x + B1y = C1
Graphical Organization of Information
50
A1x + B1y = C1
A2x + B2y = C2
Example 2: Solution of two linear equations
A1x + B1y = C1
y
Graphical Organization of Information
51
A1x + B1y = C1
A2x + B2y = C2
x
Example 3: Teaching-learning Process
Graphical Organization of Information
Teacher talk
Using chalkboard
5454
Time
Teacher question
Example 3: Teaching-learning Process
Graphical Organization of Information
Teacher response
Teacher talk
Using chalkboard
5555
Time
Student question
Student response
Teacher question
Example 3: Teaching-learning Process
Graphical Organization of Information
Teacher response
Teacher talk
Using chalkboardTime
5656
Student action
Student question
Student response
Teacher question
Example 3: Teaching-learning Process
Graphical Organization of Information
Teacher response
Teacher talk
Using chalkboardTime
5757
Student action
Student question
Student response
Teacher question
Example 3: Teaching-learning Process
Graphical Organization of Information
Teacher response
Teacher talk
Using chalkboard
Using charts
Using projections
Using multimedia
Time
5858
Student action
Student question
Student response
Teacher question
Example 3: Teaching-learning Process
Graphical Organization of Information
Teacher response
Teacher talk
Using chalkboard
Using charts
Using projections
Using multimedia
Time
5959
Exactly at sunrise one morning, you set out to climb the
Thirupati temple.
Assignment
Solve this problem graphically
Tirupati temple problem…..
62
Exactly at sunrise one morning, you set out to climb the
Thirupati temple.
The path wound round the mountain .
Assignment
Solve this problem graphically
Tirupati temple problem…..
The path wound round the mountain .
You climbed the path at varying rates of speed.
63
Exactly at sunrise one morning, you set out to climb the
Thirupati temple.
The path wound round the mountain .
Assignment
Solve this problem graphically
Tirupati temple problem…..
The path wound round the mountain .
You climbed the path at varying rates of speed.
You stopped many times along the way to rest and to eat
the fruit you carried with you.
64
Exactly at sunrise one morning, you set out to climb the
Thirupati temple.
The path wound round the mountain .
Assignment
Solve this problem graphically
Tirupati temple problem…..
The path wound round the mountain .
You climbed the path at varying rates of speed.
You stopped many times along the way to rest and to eat
the fruit you carried with you.
You reached the temple just before sunset.
Continued …..65
After fasting and meditating for several days, you began
your journey down along the same winding path, starting at
Tirupati temple problem…..
Assignment
Solve this problem graphically
sunrise and walking, as before, at variable speeds.
66
After fasting and meditating for several days, you began
your journey down along the same winding path, starting at
Tirupati temple problem…..
Assignment
Solve this problem graphically
sunrise and walking, as before, at variable speeds.
Your average speed down the hill was more than your
average climbing speed.
67
After fasting and meditating for several days, you began
your journey down along the same winding path, starting at
Tirupati temple problem…..
Assignment
Solve this problem graphically
sunrise and walking, as before, at variable speeds.
Your average speed down the hill was more than your
average climbing speed.
Prove that there must be a spot along the path that you will
pass on both trips at exactly the same time of the day.
68
• Solar system ⇔⇔⇔⇔ Atomic structure
• Electromagnetic wave ⇔⇔⇔⇔ Matter wave
Analogy / Metaphor
Example: Discoveries through analogy
• Electromagnetic wave ⇔⇔⇔⇔ Matter wave
71
• An analogy enables a look at a situation as an
inter-related whole.
• Analytical approach on the other hand dismembers
a whole into parts, and may destroy the attributes
Analogy / Metaphor
a whole into parts, and may destroy the attributes
which may pertain to the phenomenon as a whole.
73
• An analogy enables a look at a situation as an
inter-related whole.
• Analytical approach on the other hand dismembers
a whole into parts, and may destroy the attributes
Analogy / Metaphor
a whole into parts, and may destroy the attributes
which may pertain to the phenomenon as a whole.
• Problems are solved and creative works are generate d
by transfer of existing ideas to new surroundings
74
Assignment
1) Describe at least two analogies you have come acr oss
in your area of interest.
2) Pick up a book in the library that deals with a subject
outside your area of expertise. Carefully go throug h all
the figures and tables in the book to see if you fi nd
some new ways of organizing information.
76
• Good thinking is a skill which can be developed by
practice .
Conscious application is needed, not the vagaries o f
“inspiration”, in order to achieve a creative outpu t.
Prescriptions for developing thinking skills
“inspiration”, in order to achieve a creative outpu t.
77
• Good thinking is a skill which can be developed by
practice .
Conscious application is needed, not the vagaries o f
“inspiration”, in order to achieve a creative outpu t.
Prescriptions for developing thinking skills
“inspiration”, in order to achieve a creative outpu t.
• Good thinking is a matter of organizing one’s basic
skills, not regretting that one was not born with a
“quick” or “logical” mind.
78
Creativity can be nurtured by
• Learning about different ways to a problem and
• Visualization of situations in terms of graphs and
Prescriptions for developing thinking skills
79
• Visualization of situations in terms of graphs and
analogies
Noting ideas as they occur
- helps you to remember them
Prescriptions for developing thinking skills
81
Noting ideas as they occur
- helps you to remember them
- speeds up your thinking
Prescriptions for developing thinking skills
82
Noting ideas as they occur
- helps you to remember them
- speeds up your thinking
Prescriptions for developing thinking skills
- focuses attention on your subject
83
Noting ideas as they occur
- helps you to remember them
- speeds up your thinking
Prescriptions for developing thinking skills
- focuses attention on your subject
- stimulates cross-fertilization of ideas
84
Prescriptions for developing thinking skills
Noting ideas as they occur
- helps you to remember them
- speeds up your thinking
If you do not record your ideas you will spend all
your mental energy trying to resurrect old ones.85
- focuses attention on your subject
- stimulates cross-fertilization of ideas
Prescriptions for developing thinking skills
An open mind -
- is receptive to alternate points of view, regardles s
of the present level of commitment to a belief
Have an open mind
87
of the present level of commitment to a belief
An open mind -
- is receptive to alternate points of view, regardles s
of the present level of commitment to a belief.
Prescriptions for developing thinking skills
Have an open mind
of the present level of commitment to a belief.
- acknowledges areas of common ground with those
who hold alternate beliefs, and allows dialogue wit h
someone with opposing views without attacking the
proponent of those views.
88
• Arrange and rearrange what you read or hear, from
different points of view.
Prescriptions for developing thinking skills
89
• Arrange and rearrange what you read or hear, from
different points of view.
• Allow opportunities for cross-fertilization of idea s
so as to generate new problems.
Prescriptions for developing thinking skills
- interact: discuss, answer doubts, teach, explain.
90
• Arrange and rearrange what you read or hear, from
different points of view.
• Allow opportunities for cross-fertilization of idea s
so as to generate new problems.
Prescriptions for developing thinking skills
- interact: discuss, answer doubts, teach, explain.
- set aside time to read in other disciplines, keepi ng
track of what others are doing that seems original.
91
• Arrange and rearrange what you read or hear, from
different points of view.
• Allow opportunities for cross-fertilization of idea s
so as to generate new problems.
Prescriptions for developing thinking skills
- interact: discuss, answer doubts, teach, explain.
- set aside time to read in other disciplines, keepi ng
track of what others are doing that seems original.
- if possible, work in areas outside of areas we are
currently learning about
92
“Education is not about learning diverse subjects,
but about learning diverse ways to the same subject .” but about learning diverse ways to the same subject .”
- Aurobindo
93
• the difference between thinking skills required for course
based and research education
• the various levels of thinking
• the difference between intelligence and creativity
At the end of this session, you should be able to r ecognize
94
• ways of developing creative thinking in yourself
• the role of the following in creative problem solvi ng
- information organization(permutations-combinations, tables, graphs)
- analogies