Management Chapter 7 Individual & Group Decision Making
1. The Availability Bias 2. The Representativeness Bias 3. The Confirmation Bias 4. The Sunk-Cost Bias 5. The Anchoring and Adjustment Bias 6. The Overconfidence Bias 7. The Hindsight Bias 8. The Framing Bias 9. The Escalation of Commitment Bias 10. The Categorical Thinking Bias
10 Common Decision-Making Biases (Rule of Thumb or Heuristics)
The Directive Style The Analytical Style The Conceptual Style The Behavioral Style
4 General Decision-Making Styles
AI will transform the world as we know it Humans could be relieved of some of the drudgery of work Organizations continue to use AI to develop competitive advantage Enhanced decision making is a thematic benefit of AI
AI's (Artificial Intelligence) Benefits
AI Implementation Data issues Cost
AI's Drawbacks
Greater pool of knowledge Different perspectives Intellectual stimulation Better understanding of decision rationale Deeper commitment to the decision
Advantages of Group Decision Making
The need for structure or control of one's life
Ambiguity
_________ __________ is stores of data so vast that conventional database management systems cannot handle them
Big Data
They are less efficient Their size affects decision quality They may be too confident Knowledge Counts
Characteristics of Group Decision Making
_____ Analytics is increasingly done with specialized systems and software
Data Analytics
Step 1: Is the proposed action legal? Step 2: If yes does the proposed action maximize shareholder value? Step 3: If yes is the proposed action ethical? Step 4: If no would it be ethical not to take the proposed action?
Decision Tree
A few people dominate or intimidate Groupthink Satisficing Goal Displacement
Disadvantages of Group Decision Making
Use active listening skills Involve as many members as possible Seek out the reasons behind arguments and dig for the facts
Do's for achieving consensus
Avoid horse trading and making an agreement simply to not rock the boat Don't try to achieve consensus by putting questions to a vote
Don't for achieving consensus
Translating principles based on best evidence into organizational practice
Evidence-Based Management
Brainstorming: For increasing creativity Devil's advocacy The dialectic method Project Post-Mortems
Group Problem-Solving Tehcniques
Meeting customer needs Improving human resource management practices Enhancing production efficiency Advancing health and medicine Aiding public policy Using big data up and down the hierarchy
How Big Data is being used
The involuntary emotional response to those same matters; is known as automated experience
Intuition based on feelings
A person's explicit and tacit knowledge about a person, a situation, an object, or a decision opportunity
Intuition that stems from expertise
Managers find it difficult to make optimal decisions Nonrational Decision Making
Nonrational Decision Making
Managers should make logical and optimal decisions
Rational Decision Making
Stage 1: IDENTIFY THE PROBLEM OR OPPORTUNITY-- determining the actual versus the desirable Stage 2: THINK UP ALTERNATIVE SOLUTIONS-- both the obvious and the creative Stage 3: EVALUATE ALTERNATIVES AND SELECT A SOLUTION- ethics, feasibility, and effectiveness Stage 4: IMPLEMENT AND EVALUATE THE SOLUTION CHOSEN
Stages of RATIONAL DECISION MAKING
Operates automatically and quickly; it is our fast, automatic, intuitive, and largely unconscious mode
System 1
Is our slow, deliberate, analytical, and consciously effortful mode of reasoning
System 2
_________Style: Careful decision makers who like lots of information and alternative choices
The Analytical Style
Being influenced by an initial figure
The Anchoring and Adjustment Bias
Using only the information available
The Availability Bias
_________ Style: The most people-oriented decision makers
The Behavioral Style
Sorting Information into buckets
The Categorical Thinking Bias
___________ Style: Decision makers who rely on intuition and have a long-term perspective
The Conceptual Style
Seeking information to support your point of view
The Confirmation Bias
__________ Style: Action-Oriented decision makers who focus on facts
The Directive Style
Feeling overly invested in a decision
The Escalation of Commitment Bias
Shaping the way a problem is presented
The Framing Bias
Blind to our own Blindness
The Overconfidence Bias
Faulty generalizing from a small sample or a single event
The Representativeness Bias
Money already spent seems to justify continuing
The Sunk-Cost Bias
Automated business processes Data analysis Engaging customers and employees
Types of AI (Artificial Intelligence)
Some people are very task-focused at work and do not pay much attention to people issues, whereas others are just the opposite
Value Orientation