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By
Col Mukteshwar Prasad(Retd)
Business Related Biases
Ref-Mckinsey
Introduction
 Biases are predispositions of a psychological,
sociological, or even physiological nature that can
influence our decision making.
 They often operate subconsciously and by definition are
outside the logical process on which decisions are
purportedly based.
 While we may readily acknowledge their existence, we
often believe that we ourselves are not prone to bias.
(This is actually a form of bias in itself, called
overconfidence.)
 McKinsey found that “reducing decision biases” as
number-one aspiration for improving performance of
chairpersons/members of boards.
 As a consequence increasing numbers of companies
provide training in unconscious biases and how they affect
management actions, such as gender bias in personnel
decisions.
Bias is costly.
 Stability bias- Example -Companies that allocate capital
dynamically(rebalancing regularly according to performance and value
creation, using rigorous bias-reducing principles )
 Return between 1.5 and 3.9 percent more to shareholders than static and
routinized budgeting.
 Grow twice as fast as those without it.
 Due to stability bias there is 90 percent correlation in budget allocation year
after year, for a 20-year period.
 Non questioning the decisions affecting Company’s core business, such as
underwriting in banks and insurance companies (decisions and their
governing processes are deeply embedded in the institutional culture which
is not open to question—or even recognized as decisions.)
 Avoiding debiasing actions lead to potential bottom-line impact as
debiasing remains unaddressed.
 Practical, targeted debiasing interventions can achieve tangible and
substantial business benefits.
 Debiasing high-frequency decisions such as those in credit or insurance
underwriting can reduce losses by more than 25 percent.
Overview of Business related Five
Biases
 Business-relevant biases have been explored in the field of behavioral
economics—the study of psychological and social influence on business
decisions.
 It draws on the relationship defined in behavioral psychology between
heuristics and cognitive biases.
 Heuristics bias describes obvious, practical methods of solving problems that
yield expected results often enough for us to rely on them almost
automatically. Heuristic methods are based on experience and tradition, and
can lead to unwarranted biases, which are unsuitable or even damaging in
complex, dynamic environments.
 Action-oriented biases prompt us to take action with less thought than is
logically necessary (and prudent). These biases include
 Excessive optimism about outcomes and the tendency to underestimate the
likelihood of negative results,
 Overconfidence in our own or the group’s ability to affect the future, and
 Competitor neglect—the tendency to disregard or underestimate the
response of our competitors.
 Interest biases arise where incentives within an organization or project
come in conflict—such as
 misaligned individual incentives,
 unwarranted emotional attachments to elements of the business (such as
legacy products), or
Overview of Business related Five
Biases
 Pattern-recognition biases cause us to see nonexistent patterns in
information. This set of biases includes
 confirmation bias, in which evidence in support of a favored belief is
overvalued while evidence to the contrary is discounted;
 management by example (more accurately, subjective experience), is the
tendency to overly rely on one’s own recent or memorable experiences when
making decisions; and
 false analogies, which are a form of faulty thinking based on incorrect
perceptions and the mistaken treatment of dissimilar things as similar.
 Stability biases are the tendency toward inertia in an uncertain environment.
These biases include
 anchoring without sufficient adjustment, which is the tying of actions to an
initial value and failure to adjust to take new information into account;
 loss aversion, the familiar fear that makes us more risk averse than logic
would dictate;
 the sunk-cost fallacy, which allows the unrecoverable costs of the past to
determine future courses of action; and
 status-quo bias, which is the preference for keeping things as they are in the
absence of immediate pressure to change.
Overview of Business related Five
Biases
Social biases arise from our
preferences for harmony over
conflict or even constructive
challenging and questioning.
These biases include
 “groupthink,” in which the desire
for consensus disables a realistic
appraisal of alternative courses of
action, as well as
 “sunflower management”—the
tendency for group members to
Diverse biases and business priorities
 Biases affect
 How we process information,
 Make decisions, and
 Construct strategies
 They do not, however,
 Always work in the same direction nor
 Are they equally distorting in all situations.
 Companies have so far tapped only a small part of the potential of
debiasing in business contexts.
 One reason is that no ready formulas exist that address the many different
biases and business contexts.
 But corporate efforts to diagnose biases and take debiasing actions can be
very effective, especially when prioritized by business need.
 Prioritization involves
 Zooming in on the handful of decisions with the greatest business impact
 And then, decision by decision, identifying the actions that will reduce or
eliminate the biases that may be present.
 No summary account can reveal the full complexity of biases, which originate
in
 Diverse human cultures,
 Complex social interactions, and
 The depths of the human psyche.

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Business related biases

  • 1. By Col Mukteshwar Prasad(Retd) Business Related Biases Ref-Mckinsey
  • 2. Introduction  Biases are predispositions of a psychological, sociological, or even physiological nature that can influence our decision making.  They often operate subconsciously and by definition are outside the logical process on which decisions are purportedly based.  While we may readily acknowledge their existence, we often believe that we ourselves are not prone to bias. (This is actually a form of bias in itself, called overconfidence.)  McKinsey found that “reducing decision biases” as number-one aspiration for improving performance of chairpersons/members of boards.  As a consequence increasing numbers of companies provide training in unconscious biases and how they affect management actions, such as gender bias in personnel decisions.
  • 3. Bias is costly.  Stability bias- Example -Companies that allocate capital dynamically(rebalancing regularly according to performance and value creation, using rigorous bias-reducing principles )  Return between 1.5 and 3.9 percent more to shareholders than static and routinized budgeting.  Grow twice as fast as those without it.  Due to stability bias there is 90 percent correlation in budget allocation year after year, for a 20-year period.  Non questioning the decisions affecting Company’s core business, such as underwriting in banks and insurance companies (decisions and their governing processes are deeply embedded in the institutional culture which is not open to question—or even recognized as decisions.)  Avoiding debiasing actions lead to potential bottom-line impact as debiasing remains unaddressed.  Practical, targeted debiasing interventions can achieve tangible and substantial business benefits.  Debiasing high-frequency decisions such as those in credit or insurance underwriting can reduce losses by more than 25 percent.
  • 4. Overview of Business related Five Biases  Business-relevant biases have been explored in the field of behavioral economics—the study of psychological and social influence on business decisions.  It draws on the relationship defined in behavioral psychology between heuristics and cognitive biases.  Heuristics bias describes obvious, practical methods of solving problems that yield expected results often enough for us to rely on them almost automatically. Heuristic methods are based on experience and tradition, and can lead to unwarranted biases, which are unsuitable or even damaging in complex, dynamic environments.  Action-oriented biases prompt us to take action with less thought than is logically necessary (and prudent). These biases include  Excessive optimism about outcomes and the tendency to underestimate the likelihood of negative results,  Overconfidence in our own or the group’s ability to affect the future, and  Competitor neglect—the tendency to disregard or underestimate the response of our competitors.  Interest biases arise where incentives within an organization or project come in conflict—such as  misaligned individual incentives,  unwarranted emotional attachments to elements of the business (such as legacy products), or
  • 5. Overview of Business related Five Biases  Pattern-recognition biases cause us to see nonexistent patterns in information. This set of biases includes  confirmation bias, in which evidence in support of a favored belief is overvalued while evidence to the contrary is discounted;  management by example (more accurately, subjective experience), is the tendency to overly rely on one’s own recent or memorable experiences when making decisions; and  false analogies, which are a form of faulty thinking based on incorrect perceptions and the mistaken treatment of dissimilar things as similar.  Stability biases are the tendency toward inertia in an uncertain environment. These biases include  anchoring without sufficient adjustment, which is the tying of actions to an initial value and failure to adjust to take new information into account;  loss aversion, the familiar fear that makes us more risk averse than logic would dictate;  the sunk-cost fallacy, which allows the unrecoverable costs of the past to determine future courses of action; and  status-quo bias, which is the preference for keeping things as they are in the absence of immediate pressure to change.
  • 6. Overview of Business related Five Biases Social biases arise from our preferences for harmony over conflict or even constructive challenging and questioning. These biases include  “groupthink,” in which the desire for consensus disables a realistic appraisal of alternative courses of action, as well as  “sunflower management”—the tendency for group members to
  • 7. Diverse biases and business priorities  Biases affect  How we process information,  Make decisions, and  Construct strategies  They do not, however,  Always work in the same direction nor  Are they equally distorting in all situations.  Companies have so far tapped only a small part of the potential of debiasing in business contexts.  One reason is that no ready formulas exist that address the many different biases and business contexts.  But corporate efforts to diagnose biases and take debiasing actions can be very effective, especially when prioritized by business need.  Prioritization involves  Zooming in on the handful of decisions with the greatest business impact  And then, decision by decision, identifying the actions that will reduce or eliminate the biases that may be present.  No summary account can reveal the full complexity of biases, which originate in  Diverse human cultures,  Complex social interactions, and  The depths of the human psyche.