RE: FOR PUTUL
7/24/2015
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Problem Solving Framework 51
Context & Background
Problem Analysis & Description
Solution Development
Evaluation & Decision- Making
Communication & Implementation
Problem Solving Framework 52
Context & Background
Problem Analysis & Description
Solution Development
Evaluation & Decision- Making
Communication & Implementation
The Cuban Missile Crisis 53
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Group, Or Go It Alone
Group Advantages
Diversity of perspective
Deeper discussions
More ideas
Easier buy-in and likely support
Group Disadvantages
Conflict
Groupthink
Changing risk perspective
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Could I Be An Astronaut? 55
Perception Of Risk
Your perspective on risk relative to gain will
affect personal decision making.
Risk is presented in different ways:
Dread, where you have no control (terrorism)
Unknown, where you really don’t know what will
happen (GMO)
Depends on the numbers.
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Think About Risk
Final seconds of game with rival, coach must choose
a play with a.) 95% chance of a tie score or b.)
30% chance of victory
College senior with talent must choose a.) medical
school (80% chance of success) or b.) acting (20%
chance of success)
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Evaluating The Risk
Improbable Unlikely Likely Very Likely
L o w
M e d
iu m
H ig
h
N e g
a ti
v e i
m p
a c t
Likelihood of events occurring
58
Evaluating The Risk
Improbable Unlikely Likely Very Likely
L o w
M e d
iu m
H ig
h
N e g
a ti
v e i
m p
a c t
Likelihood of events occurring
59
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Evaluating The Risk
Improbable Unlikely Likely Very Likely
L o w
M e d
iu m
H ig
h
N e g
a ti
v e i
m p
a c t
Likelihood of events occurring
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Think About Risk 61
Think About Risk 62
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Decision-Making Tools
Use objective criteria and rational methods
Weighted Criteria Matrix
Cost/Benefit Analysis
Alternatives Table
Pros and Cons
Paired Comparison
Decision Trees
Trade-off Table
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Ever Buy A Lemon? 64
Decision? 65
Repair: $1,500
Replace: $12,500
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Weighted Matrix Example
Situation Analysis:
The old heat pump was installed in 2000 – clearly a
lemon!
New heat pumps are far more efficient than the old ones.
New heat pumps use Puron as coolant.
Natural gas is not available in my neighborhood.
Unknown long term maintenance costs on old heat pump.
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Evaluation Criteria
Short term financial impact.
Long term financial impact.
Energy efficiency.
Peace of mind!
Air filtration capability.
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Weighted Matrix Procedure
Give a weight to each of the criteria
Total of weights must add to 1
Rank each solution in terms of how well it satisfies
the criteria
From 1 to 10
Multiply the weights by the ranks for each option
and add them up
Higher score wins
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Ranking Matrix 69
1.00
Ranking Matrix 70
1.00
Ranking Matrix 71
1.00
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Ranking Matrix 72
1.00
Ranking Matrix 73
1.00
Ranking Matrix 74
1.00
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Ranking Matrix 75
1.00
Alternatives Table
Weed out the bad ones.
Criteria Job 1 Job 2 Job 3 Job 4
Salary $38,000 $42,000 $41,000 $46,000
Schedule 38 hrs/wk 40 hrs/wk 50+ hrs/wk 60+ hrs/wk
Benefits Medical, Dental,
401K
Medical, Dental Medical,
Company Car
Medical, Dental,
401K,
Concierge
Service
Environment Cubicle, Relaxed Office, Relaxed Travel, Flexible,
Relaxed
Travel, Intense
Alternatives Table
Weed out the bad ones.
Criteria Job 1 Job 2 Job 3 Job 4
Salary $38,000 $42,000 $41,000 $46,000
Schedule 38 hrs/wk 40 hrs/wk 50+ hrs/wk 60+ hrs/wk
Benefits Medical, Dental,
401K
Medical, Dental Medical,
Company Car
Medical, Dental,
401K,
Concierge
Service
Environment Cubicle, Relaxed Office, Relaxed Travel, Flexible,
Relaxed
Travel, Intense
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Trade-Off Table 78
Profits Customer Costs Time To
Implement
Internal
Resources
Alternative A Profits up by
$1,000
Costs to
customer
increases $1 per
unit
6 months 20 people
Alternative B Profits up by
$10,000
Costs to
customer
increases $0 per
unit
4 months 15 people
Pros And Cons
List the pros
Score them on a +1 to +10 scale
List the cons
Score them on a -1 to -10 scales
Add them up
Positive is good, or look for a difference in the scores
for multiple options
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Paired Comparison 80
Person 1
Person 2
Person 3
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Decision Trees 81
Option A – In-house,
same unit cost, fewer
products developed,
keep all jobs.
Decision Trees 82
Option A – In-house,
same unit cost, fewer
products developed,
keep all jobs.
Option B – Outsource,
increased unit cost, more
products developed,
eliminate some jobs.
Decision Trees 83
Option A – In-house,
same unit cost, fewer
products developed,
keep all jobs.
Option B – Outsource,
increased unit cost, more
products developed,
eliminate some jobs.
Demand Increases – 80% Probability.
Demand Decreases – 20% Probability.
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Decision Trees 84
Option A – In-house,
same unit cost, fewer
products developed,
keep all jobs.
Option B – Outsource,
increased unit cost, more
products developed,
eliminate some jobs.
Demand Increases – 80% Probability.
Demand Decreases – 20% Probability.
Demand Increases – 50% Probability.
Demand Decreases – 50% Probability.
Decision Trees 85
Option A – In-house,
same unit cost, fewer
products developed,
keep all jobs.
Option B – Outsource,
increased unit cost, more
products developed,
eliminate some jobs.
Demand Increases – 80% Probability.
Demand Decreases – 20% Probability.
Demand Increases – 50% Probability.
Demand Decreases – 50% Probability.
-$1 M
-$0
+$500 K
-$500 K
Decision Trees 86
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Decision Trees 87
My Dog’s Decision Tree 88
Effective Decision Making
Well Defined Objectives
Perceived Fairness
Assumption Testing
Multiple Alternatives
Practice the five “WHYS”
Open Debate
89