Lecture Outline: The Three
Secrets of Wise Decision Making, Chapter Two
I. The Three Secrets: used in the management of complexity
a. Courage: to be
rational in problem solving
b. Creativity :
complete understanding of the problem and all available options
c.
Balance: judgment of the problem
from all sides allowing the best alternative to emerge
*The Three Secrets: secrets to different people
-Balanced Judgment: secret to
those trying to make decisions without formal training, focus on evaluating
decisions in their head without formal analysis
- Courage is
rarely mentioned by decision scientists
- decision makers and decision scientists understand the importance
of
creativity, but do not promote it
II. Rationality: direction in thought
a. Rational
decision making
- begins with fact and value premises
- proceeds to a logical conclusion and a preferred alternative
b. Example of insufficient courage to make a rational
decision:
- parents, bosses, politicians resist
admitting weakness or failure in a
course of action they
have advocated regardless of the evidence against
them
III. Creativity: richness of
thought
a. Creative
decision making
- considers a broad range of alternatives
- maintains bases for evaluating
alternatives
- maintains awareness of any event that might
occur which could alter the
value of an
alternative option
b. Example of
failure in creative decision making:
- frequency of times decisions are made and a better
alternative comes to
light after having
committed to the lesser option
IV. Judgment: balance of
thought
a. Judicious
decision making
- considers various facts and values
- relates facts and values in proportion to
their importance
b. Examples of
failure in proper judgment:
- young people who fail to attach proper
importance in planning for their
working years, adults
who fail to attach proper importance in planning
for retirement,
society that fails to attach proper importance in planning
for future
generations
V. Cognitive Conflict:
motivational concept; understanding courage, creativity, and
balance
a. Related to:
- amount of uncertainty about the
consequences of various alternatives
- importance of those consequences
* Equation: Cognitive Conflict =
Importance x Uncertainty
- if importance is zero, no
amount of uncertainty will produce
cognitive
conflict
- if uncertainty is zero, no
amount of importance will produce
cognitive
conflict
- If cognitive conflict increases, emotional arousal increases; and
as
arousal increases, attention narrows
b. Levels of Cognitive Conflict:
- Low Levels:
attention is broadly diffused and quickly turns to other
matters, easily distracted
- Moderate Levels: attention is properly
focused on the task at hand ,
openness to
problem-relevant information; feelings of
interest, engagement and challenge
- High Levels: development of tunnel vision
concerning the task to the
point where
important considerations are ignored; too
highly motivated, experience panic
c. Levels of Interest in Decision Making:
- “Cold:” not likely to give the decision
much thought
- “Warm:” best work is done on decision
problems at this level
- “Hot:” try to resolve the problem too
quickly, not enough consideration
d. Solutions: finding a balance between levels of
Uncertainty and Importance
- Low Uncertainty: add alternatives through
creative thinking, consider what is wrong
with preferred alternatives and what is
good about non-preferred alternatives
- Low Importance: become more emotionally
engaged, imagine that the solution is due tomorrow, it is entirely
your responsibility,
and you will suffer consequences for not meeting the deadline
- High Uncertainty: broaden the focus of the
decision making process to encompass all aspects instead of
focusing on one facet of the problem, reduce complexity
through external memory, heuristics, or decomposition
**definitions and page numbers on the following page**
(High Uncertainty continued)
*external memory: “In
sight, in mind.” The opposite of “Out of site, out of mind.” (i.e. tying a string
to your finger to remember a task, p.53)
*heuristics: educated
guess that helps find a solution to a problem,
mechanisms for efficient search (p. 57)
*decomposition: strategy
of “divide-and-conquer,” break the problem down and analyze the basic
components (p. 60)
-High Importance: create emotional distance
from the problem (i.e. discuss the problem with others, prepare
for the worst, ask yourself how you would
advise someone else in your
situation)
e. Process Orientation: reduce importance and uncertainty
through redirecting attention from the outcomes of the decision to
the decision making process itself
-place more importance on making a fair,
rational, good decision than the “right” decision
-reduction of importance and uncertainty
allows for tolerance of greater complexity in a decision problem and
achievement of higher quality solutions
f. Interest: caused by an intermediate level of conflict
- creative thought during problem solving,
increased conflict and judgment during evaluation, results in one
chosen alternative, conflict is reduced below the interest level and
attention is diverted to other matters
g. Boredom: caused by a low level of conflict
-level of conflict is too low to generate
interest and stimulate thought, results in no problem solving activity
h. Panic: caused by a high level of conflict
-high conflict levels result in discomfort
and desperation to eliminate the discomfort, no problem structuring
only simple hasty evaluations to come to an easy solution
i. Defensiveness:
caused by relatively low levels of conflict
-personal threat closes options for unbiased
problem solving, defense mechanisms reduce conflict to the point where
it seems uninteresting, the problem is not solved and will resurface
VI. Secret One: The Courage
to be Rational
-Recognizing Lack of Rationality: caused by decision
avoidance
a. Representational Beliefs: represent reality in an
unbiased fashion
b. Challenged Representational Beliefs: results in
cognitive conflict, stimulates unbiased problem solving, leads to better decision making
c. Self-Enhancing Beliefs: function to reduce cognitive
conflict and allow us to feel good about ourselves (i.e.
religion, politics)
-many times these beliefs are not tested
because we feel they are correct and we fear the answers that might result from
testing
d. Rational Beliefs: requires optimal level of cognitive
conflict and hope
-a belief is not rational if it is accepted
or rejected based on the degree to which it conforms to the believer’s
self-concept, lifestyle, or feelings
-Do I Have the Courage to be Rational? Ask
yourself: “Would I be willing to commit to and actually follow through on
whichever of the alternatives the analysis indicates is the
best?”
e. Irrational Beliefs: reduce importance and uncertainty,
increase hope
- may reduce the perception of importance
through shifting responsibility or procrastinating (saving the problem
for the “future self”)
-may conduct a biased search for information
confirming the desired belief and avoiding information that
disconfirms the belief
-both importance and uncertainty reduced in
this way leads to distorted reality and premature reduction of cognitive
conflict, this takes away the stimulus for creative thinking that could lead
to genuine problem solving and decision making
f.
Bolstering:
-reduces perceived uncertainty by biased
thinking that strengthens what we are committed to and weakens other options
-Warning Sign: too many options pointing in
the same direction, the weaker the belief, the more people feel they
need to support it
* “The person thinking rationally will respond with
interest to challenging information, whereas the person thinking
irrationally will respond with emotion and resistance.” (p.25)
g. Escalating Commitment: investing in a bad decision and
being inclined to invest more to turn it into a good
decision
-making a commitment to a bad decision makes
us feel that it is a reflection on us as decision makers, which is
why we try so hard to justify the bad decision (i.e. Vietnam War)
-reduce cognitive conflict by reducing the
importance, set commitment limits in advance, view the conflict from the
other party’s perspective and if
it looks equally as attractive from there…something is wrong
h. Hope: directional, avoiding irrationality
-the belief that rational, unbiased decision
making will result in the best decision
-the belief that we have good problem solving
skills, adequate resources, a proven history of problem solving
-know how to break problems down into basic
components for analysis
-discuss problems with others who are a
positive resource
-practice problem solving skills with less
intense problems for future preparation
i. Positive Attitudes for Decision Making:
-we
don’t have to make decisions by ourselves
-we
don’t have to be right on the first try
-we
don’t have to be exactly right, even in the end
-we
don’t have to be able to think about everything at once
-we
can learn from our mistakes
*”We are most likely to be
successful if we are uncommitted during decision making and
committed afterwards.” (p.30)
VII. Secret Two: Creativity
a. Creative Thinking:
-a new generation of ideas
-these ideas satisfy some standards of value
-decision problems are structured in terms of
alternatives, values and events creativity is necessary to ensure that
all possible alternatives are considered
b. Recognizing Lack of Creativity:
-fear of new ideas
-inability to come up with new ideas
-coming up with the same ideas over and over
again
-Remedy: stimulus variation
c. Stimulus Variation:
-Controlled Process: limited capacity of
working, or active, memory; the working memory can hold a string
of 7 unrelated numbers on average, average of 5
unrelated words
-Automatic Process: thinking in terms of
patterns laid down in long-term memory, can greatly improve the
working memory, but can lead to reduced creativity due
to working with familiar patterns, associative
patterns often revisit the same ideas
-perspectives
are based on automatic processes which results in difficulty changing
perspective
-Priming:
once ideas have been activated in working memory they remain ready for a few days to allow for quick access
-Priming
and Associations create a box that is difficult to see out of during problem
solving, however they are generally useful tools
-Force Fit: attempt to turn a foolish idea
into a workable solution
- when exercising
creativity in problem solving it is important to find merit in as many ideas as
possible, even foolish ones
-this requires
evaluative judgment, keeping the problem in mind
-Phases of Force Fitting in Decision Making:
1. Come up with a foolish “stepping
stone” where no evaluation is employed. This is stimulus variation in the
problem-structuring phase.
2. When moving from the “stepping
stone” into a potential solution, only positive evaluation should
be employed. This is force fit in the problem-structuring
phase.
3. When evaluating potential
solutions, both positive and negative evaluations should be employed. This is the
evaluative phase.
- General Points for Stimulus Variation:
1. No need to use creative
thinking techniques as long as we are coming up with ideas, wait until no new
ideas are coming or the same ideas are coming up over and over.
2. Force Fit must be applied to
get from the “foolish” stepping stones to truly creative ideas.
3. The techniques are most
effective when applied first to values, then alternatives, then events; and if
applied to big-picture considerations, rather than details.
4. No need to use every
technique, only the ones that appeal to you. The other ones can be tried when you
have more time.
d. Five Techniques for Stimulus Variation:
1. Mood: important internal
stimulus
-people who are in a
good mood tend to come up with more ideas
-people who are in a
good mood tend to come up with more ideas that go beyond the narrow scope of ideas
to the broader spectrum, creativity
-being in a good mood
should be congruent with feeling hope, not time pressure
2. Observation: fundamental
implementation of stimulus variation
-thoughtful/mindful
observation of the surrounding world
-getting the facts
straight is a good way to get problem solving ideas
-when stuck on a
problem, going through the facts again is helpful
* “Careful observation and careful attempts to establish
and understand the facts, pretentious as they may sound,
may very well be the best source of ideas.” (p.42)
3. Creative Conversation:
stimulates internal stimuli
-new internal stimuli
are created when we speak and write
-new external stimuli
is experienced when other people speak
-people with
different experiences and perspectives have the potential to think more adequately about a
problem together than they ever could alone, combining
expertise and knowledge
-talk with others
about decision problems
-it is important to
apply force fit for creative conversation to work
-think constructively
about what you are saying and hearing in a conversation
-Specific Variations:
talking with others
i. The
Devil’s Advocate: provides arguments against the
prevailing direction of the
group
-first
formulated by the Roman Catholic Church as part of its canonization process
-works
best when people merely question the assumption on which the dominant alternative is based, rather than becoming an advocate of that point of view
ii. Giant
Fighter’s Stratagem: use of the thoughts and knowledge of experts to help us structure our decision problem
-use
of intelligence to redirect the superior force of others to one’s own advantage (i.e. salesman admitting that a competitor’s product is superior to their own, provides confidence in decision making as a consumer)
iii.
Networking: Who else would you suggest I talk with?
Who would be likely to disagree?
-when
seeking relevant information from anyone, ask whom else you should speak with in regards to the topic at hand
-greatly
expands the range of stimulus variation in creative conversation
4. Breaks: allows time for
internal and external stimuli to vary on their own
-*incubation:
getting an idea during interruption in work on a problem
-stimulus
changes during a break can occur in waking life or in dreams
-in
dreams, stimulus variations are related to whatever problem was being worked on that day,
this is an effect of priming
-in
waking life, stimulus variations won’t necessarily bear any efficient relationship to
the problem that is at hand
-Remedy
to this concern:
i.
Use the break to work on related problems.
ii.
Become deeply immersed in the problem before taking the break so that a broad range of
daily experience will be seen as problem
relevant.
* “Make your decision problem a
high priority, and then live with it and sleep on it.” (p. 47)
5. Checklists: easiest technique
for stimulating ideas
-expose
yourself to a large number of stimuli in a short period of time by simply looking at a
list of items related to your problem
-discover
checklists that are relevant to the problem at hand
VIII. Secret Three: Balanced
Judgment
a. Judgment: weighing various considerations,
quantitative task
-good judgment is attaching proper weight to
each of the various considerations
-bad judgment is attaching inappropriate
weight to considerations
-in social contexts judiciousness shows
itself as fairness or evenhandedness
-in decision making judiciousness involves
assigning appropriate importance to various values, and appropriate
probabilities to various possible futures
-requires consistency among ideas, and
consistency between ideas and observations
b. Recognizing Lack of Balanced Judgment:
-when a decision turns out badly, the
situation is evaluated with the same faulty judgment that led to the decision in
the first place
-this leads to easily blaming our failure on
external circumstances
-Warning Signs:
1. A single alternative: when
considering a single alternative, remember the value of comparison shopping
2. A single value: when
considering a single value, remember the danger of single-issue thinking, all values
are important and should be taken into
consideration during decision making
3. A single future: when
considering a single future, remember that planning for a single future is limiting
since it is likely that the future we prepare for
might not be the future that occurs
4. All considerations point to
the same alternative: when all considerations point to the same
alternative consider that even the best alternatives
have drawbacks
- simple problem representations tell
more about the limited capacity for thinking
about a complex world than they tell us about
the world itself
5. Vacillation: when drawn to one
alternative on some occasions and different
alternatives on other occasions, remember
that there might be too much to keep in mind
all at once
-this
vacillation could be caused by focusing limited attention on
different samples of relevant considerations at different times
* “Resistance accompanied by
emotionality suggests irrational defensiveness against the new idea; ready
acceptance suggests that the decision maker was simply not
creative enough to come up with the new idea; resistance accompanied
by confusion and cognitive strain suggests lack of capacity
to deal with the new idea along with all others.” (p.51)
-when information is being excluded is
important to consider whether the information is genuinely unimportant (good
reason), or because it puts us into cognitive overload (bad reason)
-Solution: supplement working memory with
external memory or priming and fit the problem to the available memory
through heuristics and decomposition
c. Controlled Processes with Limited Capacity:
-if the decision process is encountered
infrequently (i.e. buying a house) we are not likely to have chunks in long term
memory to aid working memory and enlarge its capacity
-Limited capacity contributes to poor
judgment:
1. We can only hold a certain
amount in working memory excluding much information from
consideration.
2. Our capacity for thinking
about what is in working memory is limited, many of the distinctions among
items in working memory may fail to be considered and,
therefore, inadequately weighted.
-we adjust to the limited capacity of working
memory by thinking about the most important considerations, however
perspectives and situations change causing a back and forth movement
between alternatives with a resulting inability to arrive at a stable
preference
d. Techniques to attack complex decision problems
judiciously:
1. External Memory: supplement to
working memory
-what we keep in view
we are likely to think about, “In sight, “in mind.”
-written symbols
allow us to have freedom from the limitations of what we know and have learned
about the immediate situation, and allows us to
consider what is not present - the past, the future,
and the perspectives of others
-the most important
considerations in a decision process can easily be out of sight and out of mind
a
Lists: using external memory through creating lists
-lists of values,
alternatives, future scenarios ensures that the good ideas are not forgotten
-listing ideas
encourages the production of new ideas -writing
down old ideas frees controlled processes from reliance on habitual patterns, creates
flexibility for new ideas
b. Decision Tables and Decision Trees:
external memory devices
-retain ideas that
have already been generated and helps to organize them to guide further thought in
logical directions
-organize the lists
of values, alternatives, and future scenarios into a decision table, if
uncertainties regarding the future scenarios are great a decision tree
can be helpful
-without
decision tables and trees we fail to make crucial comparisons in
reasoning about what we know, the tendency is to compare single alternatives
against intuition, rather than comparing multiple
alternatives
against each other
-this pattern of
thought results in confirmation bias, resulting in uncritical acceptance of poorly
thought-out explanations
-decision tables and
trees force comparison of alternatives
c. Removing Clutter From External Memory:
-separating
problem-relevant material from problem- irrelevant material
-”dazzle-effect:”
irrelevant information in the external memory demands attention, taking the attention away from the important task
* “An organized work
space reduces distraction and helps focus attention on the task.” (p.56)
2. Priming: getting ideas ready
to be thought out more easily
-intermediate-term
memory makes information more accessible to the working memory than it would
be if accessed from long-term memory
-Stimulus Control:
i. To get
new ideas vary the automatic processes through varying the stimuli
ii. To
retain good ideas, reactivate the automatic process by repeating stimuli in the form of
external memory aids
iii. To
make potential good ideas more available to thought, prime automatic processes by
thinking about them or associated ideas
iv. To
get rid of distracting ideas, avoid activating irrelevant automatic processes by removing
irrelevant stimuli
3. Heuristic Search: mechanisms
for efficient search -an
educated guess that helps to find solutions
-central theme:
constraint location, locating those aspects of the problem that restrict further search to
regions of the problem space where good ideas can be found
-with complex
problems, think efficiently by distinguishing the important from the unimportant and direct
attention to the essential
-Types of Heuristic
Searches:
i.
Breadth-first search: importance of relevance criterion for a
well-structured value set, classes
of alternatives, beginning at the bottom
of the Decision Ladder
ii.
Value-focused search: analysis of values in creative thinking about
alternatives
iii.
Sub-goal analysis: efficient thinking about values
-To think efficiently
about your decision problem:
i. have a
“rough sketch” before getting bogged down in detail
ii. start
the “rough sketch” by thinking about your goals or sub-goals
4. Decomposition: analysis of a
problem into its components
-the problem is
broken down into sub-problems, the sub- problems are solved and the
solutions are pieced together to solve the original problem
-enables us to think
about a small number of ideas at a time, yet arrive at a conclusion that is based
on a large number of ideas
-allows us to get a
complex problem within our mental grasp
-reduces
interpersonal and intrapersonal conflict
-Encourage judicious
thought in decision making:
i. Use
external memory.
ii.
Remove problem-irrelevant clutter from external memory.
iii.
Think heuristically.
iv. Use a
decision table to structure external memory in terms of simpler sub-problems.