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DECICION MAKING 
BY:- 
SHAS 
PRODUCTION 
Syed Haris 1
TEAM SHAS 
PRODUCTION 
Syed Haris 2
Learning Outcomes 
Follow this Learning Outline as you read and study this chapter. 
6.1 The Decision-Making Process 
• Define decision. 
• Describe the eight steps in the decision-making process. 
6.2 Managers Making Decisions 
• Discuss the assumptions of rational decision making. 
• Describe the concepts of bounded rationality, satisficing, 
and escalation of commitment. 
• Explain intuitive decision making. 
Syed Haris 3
Learning Outcomes 
6.3 Types Of Decisions and Decision-Making Conditions 
• Explain the two types of problems and decisions. 
• Contrast the three decision-making conditions. 
• Explain maximax, maximin, and minimax decision choice 
approaches. 
6.4 Decision-Making Styles 
• Describe two decision-making styles. 
• Discuss the twelve decision-making biases. 
• Explain the managerial decision-making model. 
• Describe decision-making practices in the Arab context. 
Syed Haris 4
Learning Outcomes 
6.5 Effective Decision Making In Today’s World 
• Explain how managers can make effective decisions in 
today’s world. 
• List the six characteristics of an effective decision-making 
process. 
• List the five habits of highly reliable organizations. 
Syed Haris 5
The Decision- 
Making Process 
1. Define decision. 
2. Describe the eight steps in the decision-making process. 
Syed Haris 6
Decision Making 
Decision 
o Making a choice from two or more alternatives. 
The Decision-Making Process 
o Identifying a problem and decision criteria and allocating weights to the criteria. 
o Developing, analyzing, and selecting an alternative that can resolve the 
problem. 
o Implementing the selected alternative. 
o Evaluating the decision’s effectiveness. 
Syed Haris 7
The Situation 
• Sarah is a sales manager whose reps need new laptops 
because their old ones are outdated and inadequate 
for doing their job. To make it simple, assume that it is not 
economical to add memory to the old computers and it 
is the company’s policy to purchase, not lease. 
Syed Haris 8
The Decision-Making 
Process 
Syed Haris 9
Step 1: Identifying the 
Problem 
Problem 
o A discrepancy between an existing and desired state of affairs. 
Characteristics of Problems 
o A problem becomes a problem when a manager becomes 
aware of it. 
o There is pressure to solve the problem. 
o The manager must have the authority, information, or resources 
needed to solve the problem. 
Syed Haris 10
Step 2: Identifying Decision Criteria 
Decision criteria are factors that are important 
(relevant) to resolving the problem such as: 
o Costs that will be incurred (investments required) 
o Risks likely to be encountered (chance of failure) 
o Outcomes that are desired (growth of the firm) 
Syed Haris 11
Step 3: Allocating 
Weights to the Criteria 
Decision criteria are not of equal importance: 
o Assigning a weight to each item places the items in the correct 
priority order of their importance in the decision-making process. 
Syed Haris 12
Exhibit 6–2 Criteria and Weights for Computer 
Replacement Decision 
Criterion Weight 
Memory and Storage 10 
Battery life 8 
Carrying Weight 6 
Warranty 4 
Display Quality 3 
Syed Haris 13
Alternatives 
Identifying viable alternatives 
o Alternatives are listed (without evaluation) that can resolve the 
problem. 
Syed Haris 14
Alternatives 
Appraising each alternative’s strengths and 
weaknesses 
o An alternative’s appraisal is based on its ability to resolve the 
issues identified in steps 2 and 3. 
Syed Haris 15
Exhibit 6–3 Assessed Values of Laptop 
Computers Using Decision Criteria 
Syed Haris 16
Step 6: Selecting an 
Alternative 
Choosing the best alternative 
o The alternative with the highest total weight is chosen. 
Syed Haris 17
the Alternative 
Putting the chosen alternative into action 
o Conveying the decision to and gaining commitment from those 
who will carry out the decision 
Syed Haris 18
Exhibit 6–4 Evaluation of Laptop Alternatives 
Against Weighted Criteria 
Syed Haris 19
The soundness of the decision is judged by its 
outcomes 
o How effectively was the problem resolved by outcomes resulting 
from the chosen alternatives? 
o If the problem was not resolved, what went wrong? 
Syed Haris 20
Managers Making 
Decisions 
1. Discuss the assumptions of rational decision making. 
2. Describe the concepts of bounded rationality, satisficing, and 
escalation of commitment. 
3. Explain intuitive decision making. 
Syed Haris 21
Managers Making Decisions 
• Decision making is part of all four managerial functions 
(next slide). In fact, that is why we say that decision 
making is the essence of management. 
• And that is why managers ‒ when they plan, organize, 
lead, and control ‒ are called decision makers. 
Syed Haris 22
Exhibit 6–5 Decisions in the Management Functions 
Syed Haris 23
Making Decisions 
Rationality 
o Managers make consistent, value-maximizing choices with specified constraints. 
o Assumptions are that decision makers: 
• Are perfectly rational, fully objective, and logical. 
• Have carefully defined the problem and identified all viable alternatives. 
• Have a clear and specific goal. 
• Will select the alternative that maximizes outcomes in the organization’s 
interests rather than in their personal interests. 
Syed Haris 24
Making Decisions (cont’d) 
Bounded Rationality 
o Managers make decisions rationally, but are limited (bounded) by their ability to 
process information. 
o Assumptions are that decision makers: 
• Will not seek out or have knowledge of all alternatives. 
• Will satisfice ‒ choose the first alternative encountered that satisfactorily solves 
the problem ‒ rather than maximize the outcome of their decision by considering 
all alternatives and choosing the best. 
o Influence on decision making 
• Escalation of commitment: an increased commitment to a previous decision 
despite evidence that it may have been wrong. 
Syed Haris
The Role of Intuition 
Intuitive decision making 
o Making decisions on the basis of experience, feelings, and accumulated 
judgment. 
Syed Haris 26
Exhibit 6–6 What Is Intuition? 
Source: Based on L. A. Burke and M. K. Miller, “Taking the Mystery Out of Intuitive Decision Making,” Academy of Management Executive, October 
1999, pp. 91–99. 
Syed Haris 27
and Decision- 
Making Conditions 
1. Explain the two types of problems and decisions. 
2. Contrast the three decision-making conditions. 
3. Explain maximax, maximin, and minimax decision choice 
approaches. 
Syed Haris 28
Types of Problems and 
Decisions 
Structured Problems 
o Involve goals that are clear 
o Are familiar (have occurred before) 
o Are easily and completely defined ‒ information about the problem is available 
and complete 
Programmed Decision 
o A repetitive decision that can be handled by a routine approach. 
Syed Haris 29
Types of Programmed 
Decisions 
Procedure 
o A series of interrelated steps that a manager can use to respond (applying a 
policy) to a structured problem. 
Rule 
o An explicit statement that limits what a manager or employee can or cannot do. 
Policy 
o A general guideline for making a decision about a structured problem. 
Syed Haris 30
Policy, Procedure, and Rule 
Examples 
Policy 
o Accept all customer-returned merchandise. 
Procedure 
o Follow all steps for completing merchandise return documentation. 
Rules 
o Managers must approve all refunds over $50.00. 
o No credit purchases are refunded for cash. 
Syed Haris 31
Problems and Decisions 
Unstructured Problems 
o Problems that are new or unusual and for which information is ambiguous or 
incomplete. 
o Problems that will require custom-made solutions. 
Nonprogrammed Decisions 
o Decisions that are unique and nonrecurring. 
o Decisions that generate unique responses. 
Syed Haris 32
Exhibit 6–7 Programmed Versus Nonprogrammed 
Decisions 
Syed Haris 33
Decision-Making 
Conditions 
Certainty 
o A situation in which a manager can make an accurate decision because the 
outcome of every alternative choice is known. 
Risk 
o A situation in which the manager is able to estimate the likelihood (probability) of 
outcomes that result from the choice of particular alternatives. 
Syed Haris 34
Exhibit 6–8 Expected Value for Revenues from the 
Addition of One Ski Lift 
Syed Haris 35
Decision Making Conditions 
Uncertainty 
o Limited information prevents estimation of outcome probabilities for alternatives 
associated with the problem and may force managers to rely on intuition, 
hunches, and “gut feelings”. 
• Maximax: the optimistic manager’s choice to maximize the maximum payoff 
• Maximin: the pessimistic manager’s choice to maximize the minimum payoff 
• Minimax: the manager’s choice to minimize maximum regret 
Syed Haris 36
Exhibit 6–9 Payoff Matrix 
Syed Haris 37
Exhibit 6–10 Regret Matrix 
Syed Haris 38
Decision-Making 
Styles 
1. Describe two decision-making styles. 
2. Discuss the twelve decision-making biases. 
3. Explain the managerial decision-making model. 
4. Describe decision-making practices in the Arab context. 
Syed Haris 39
Decision-Making Styles 
Linear thinking style 
o A person’s preference for using external data and facts and processing this 
information through rational, logical thinking. 
Nonlinear thinking style 
o A person’s preference for internal sources of information and processing this 
information with internal insights, feelings and hunches. 
Syed Haris 40
Exhibit 6–11 Common Decision-Making Errors 
and Biases 
Syed Haris 41
Decision-Making Biases and 
Errors 
Heuristics 
o Using “rules of thumb” to simplify decision making. 
Overconfidence Bias 
o Holding unrealistically positive views of oneself and one’s performance. 
Immediate Gratification Bias 
o Choosing alternatives that offer immediate rewards and avoid immediate costs. 
Syed Haris 42
Decision-Making Biases and 
Errors (cont’d) 
Anchoring Effect 
o Fixating on initial information and ignoring subsequent information. 
Selective Perception Bias 
o Selecting, organizing and interpreting events based on the decision maker’s 
biased perceptions. 
Confirmation Bias 
o Seeking out information that reaffirms past choices and discounting 
contradictory information. 
Syed Haris 43
Decision-Making Biases and 
Errors (cont’d) 
Framing Bias 
o Selecting and highlighting certain aspects of a situation while ignoring other 
aspects. 
Availability Bias 
o Losing decision-making objectivity by focusing on the most recent events. 
Representation Bias 
o Drawing analogies and seeing identical situations when none exist. 
Randomness Bias 
o Creating unfounded meaning out of random events. 
Syed Haris 44
Decision-Making Biases and 
Errors (cont’d) 
Sunk Costs Errors 
o Forgetting that current actions cannot influence past events and relate only to 
future consequences. 
Self-Serving Bias 
o Taking quick credit for successes and blaming outside factors for failures. 
Hindsight Bias 
o Mistakenly believing that an event could have been predicted once the actual 
outcome is known (after-the-fact). 
Syed Haris 45
Exhibit 6–12 Overview of Managerial Decision 
Making 
Syed Haris 46
Practices Of Decision 
Making In The Arab World 
The traditional Arab decision-making process has been 
impacted by several factors. 
• A system of networking and collective decision making 
where the leader/manager consults with other group 
members to arrive at a decision that has the backing of 
the community. 
• The concept of Shura is important. It is not restricted to 
the political arena; it has its manifestations in different 
social institutions, including the family and business 
organizations. 
• The consultative style seems to be widespread in Arab organizations. 
Syed Haris
Making In Today’s 
World 
1. Explain how managers can make effective decisions in today’s 
world. 
2. List the six characteristics of an effective decision-making 
process. 
3. List the five habits of highly reliable organizations. 
Syed Haris 48
Decision Making for Today’s 
World 
Guidelines for making effective decisions: 
1. Understand cultural differences. 
• In some cases, there is no best way to make decisions. The best way may depend 
on the values, attitudes, and beliefs that prevail in a specific culture. 
2. Know when it’s time to stop. 
• Good decision makers are not afraid to change their minds. They do not become 
attached to one course of thinking. 
Syed Haris 49
Decision Making for Today’s 
World (cont’d) 
3. Use an effective decision-making process. This process has six characteristics: 
• It focuses on what is important. 
• It is logical and consistent. 
• It acknowledges both subjective and objective thinking and blends analytical with 
intuitive thinking. 
• It requires only as much information and analysis as is necessary to resolve a 
particular dilemma. 
• It encourages and guides the gathering of relevant information and informed 
opinion. 
• It is straightforward, reliable, easy to use, and flexible. 
Syed Haris
Decision Making for Today’s 
World (cont’d) 
4. Build an organization that can spot the unexpected and quickly adapt to the 
changed environment. Karl Weick calls such organizations highly reliable 
organizations (HROs) and says they share five habits: 
 Are not tricked by their success. 
 Defer to the experts on the front line. 
 Let unexpected circumstances provide the solution. 
 Embrace complexity. 
 Anticipate, but also recognize their limits. 
Syed Haris 51
decision Terms to Know 
decision-making process 
problem 
decision criteria 
rational decision making 
bounded rationality 
satisficing 
escalation of commitment 
intuitive decision making 
structured problems 
programmed decision 
procedure 
rule 
policy 
unstructured problems 
nonprogrammed decisions 
certainty 
risk 
uncertainty 
directive style 
analytic style 
conceptual style 
Syed Haris 52
behaviTorael srtymle s to Know (cont’d) 
heuristics 
business performance 
management (BPM) software 
Syed Haris 53
Syed Haris 54

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Decision making

  • 1. DECICION MAKING BY:- SHAS PRODUCTION Syed Haris 1
  • 2. TEAM SHAS PRODUCTION Syed Haris 2
  • 3. Learning Outcomes Follow this Learning Outline as you read and study this chapter. 6.1 The Decision-Making Process • Define decision. • Describe the eight steps in the decision-making process. 6.2 Managers Making Decisions • Discuss the assumptions of rational decision making. • Describe the concepts of bounded rationality, satisficing, and escalation of commitment. • Explain intuitive decision making. Syed Haris 3
  • 4. Learning Outcomes 6.3 Types Of Decisions and Decision-Making Conditions • Explain the two types of problems and decisions. • Contrast the three decision-making conditions. • Explain maximax, maximin, and minimax decision choice approaches. 6.4 Decision-Making Styles • Describe two decision-making styles. • Discuss the twelve decision-making biases. • Explain the managerial decision-making model. • Describe decision-making practices in the Arab context. Syed Haris 4
  • 5. Learning Outcomes 6.5 Effective Decision Making In Today’s World • Explain how managers can make effective decisions in today’s world. • List the six characteristics of an effective decision-making process. • List the five habits of highly reliable organizations. Syed Haris 5
  • 6. The Decision- Making Process 1. Define decision. 2. Describe the eight steps in the decision-making process. Syed Haris 6
  • 7. Decision Making Decision o Making a choice from two or more alternatives. The Decision-Making Process o Identifying a problem and decision criteria and allocating weights to the criteria. o Developing, analyzing, and selecting an alternative that can resolve the problem. o Implementing the selected alternative. o Evaluating the decision’s effectiveness. Syed Haris 7
  • 8. The Situation • Sarah is a sales manager whose reps need new laptops because their old ones are outdated and inadequate for doing their job. To make it simple, assume that it is not economical to add memory to the old computers and it is the company’s policy to purchase, not lease. Syed Haris 8
  • 10. Step 1: Identifying the Problem Problem o A discrepancy between an existing and desired state of affairs. Characteristics of Problems o A problem becomes a problem when a manager becomes aware of it. o There is pressure to solve the problem. o The manager must have the authority, information, or resources needed to solve the problem. Syed Haris 10
  • 11. Step 2: Identifying Decision Criteria Decision criteria are factors that are important (relevant) to resolving the problem such as: o Costs that will be incurred (investments required) o Risks likely to be encountered (chance of failure) o Outcomes that are desired (growth of the firm) Syed Haris 11
  • 12. Step 3: Allocating Weights to the Criteria Decision criteria are not of equal importance: o Assigning a weight to each item places the items in the correct priority order of their importance in the decision-making process. Syed Haris 12
  • 13. Exhibit 6–2 Criteria and Weights for Computer Replacement Decision Criterion Weight Memory and Storage 10 Battery life 8 Carrying Weight 6 Warranty 4 Display Quality 3 Syed Haris 13
  • 14. Alternatives Identifying viable alternatives o Alternatives are listed (without evaluation) that can resolve the problem. Syed Haris 14
  • 15. Alternatives Appraising each alternative’s strengths and weaknesses o An alternative’s appraisal is based on its ability to resolve the issues identified in steps 2 and 3. Syed Haris 15
  • 16. Exhibit 6–3 Assessed Values of Laptop Computers Using Decision Criteria Syed Haris 16
  • 17. Step 6: Selecting an Alternative Choosing the best alternative o The alternative with the highest total weight is chosen. Syed Haris 17
  • 18. the Alternative Putting the chosen alternative into action o Conveying the decision to and gaining commitment from those who will carry out the decision Syed Haris 18
  • 19. Exhibit 6–4 Evaluation of Laptop Alternatives Against Weighted Criteria Syed Haris 19
  • 20. The soundness of the decision is judged by its outcomes o How effectively was the problem resolved by outcomes resulting from the chosen alternatives? o If the problem was not resolved, what went wrong? Syed Haris 20
  • 21. Managers Making Decisions 1. Discuss the assumptions of rational decision making. 2. Describe the concepts of bounded rationality, satisficing, and escalation of commitment. 3. Explain intuitive decision making. Syed Haris 21
  • 22. Managers Making Decisions • Decision making is part of all four managerial functions (next slide). In fact, that is why we say that decision making is the essence of management. • And that is why managers ‒ when they plan, organize, lead, and control ‒ are called decision makers. Syed Haris 22
  • 23. Exhibit 6–5 Decisions in the Management Functions Syed Haris 23
  • 24. Making Decisions Rationality o Managers make consistent, value-maximizing choices with specified constraints. o Assumptions are that decision makers: • Are perfectly rational, fully objective, and logical. • Have carefully defined the problem and identified all viable alternatives. • Have a clear and specific goal. • Will select the alternative that maximizes outcomes in the organization’s interests rather than in their personal interests. Syed Haris 24
  • 25. Making Decisions (cont’d) Bounded Rationality o Managers make decisions rationally, but are limited (bounded) by their ability to process information. o Assumptions are that decision makers: • Will not seek out or have knowledge of all alternatives. • Will satisfice ‒ choose the first alternative encountered that satisfactorily solves the problem ‒ rather than maximize the outcome of their decision by considering all alternatives and choosing the best. o Influence on decision making • Escalation of commitment: an increased commitment to a previous decision despite evidence that it may have been wrong. Syed Haris
  • 26. The Role of Intuition Intuitive decision making o Making decisions on the basis of experience, feelings, and accumulated judgment. Syed Haris 26
  • 27. Exhibit 6–6 What Is Intuition? Source: Based on L. A. Burke and M. K. Miller, “Taking the Mystery Out of Intuitive Decision Making,” Academy of Management Executive, October 1999, pp. 91–99. Syed Haris 27
  • 28. and Decision- Making Conditions 1. Explain the two types of problems and decisions. 2. Contrast the three decision-making conditions. 3. Explain maximax, maximin, and minimax decision choice approaches. Syed Haris 28
  • 29. Types of Problems and Decisions Structured Problems o Involve goals that are clear o Are familiar (have occurred before) o Are easily and completely defined ‒ information about the problem is available and complete Programmed Decision o A repetitive decision that can be handled by a routine approach. Syed Haris 29
  • 30. Types of Programmed Decisions Procedure o A series of interrelated steps that a manager can use to respond (applying a policy) to a structured problem. Rule o An explicit statement that limits what a manager or employee can or cannot do. Policy o A general guideline for making a decision about a structured problem. Syed Haris 30
  • 31. Policy, Procedure, and Rule Examples Policy o Accept all customer-returned merchandise. Procedure o Follow all steps for completing merchandise return documentation. Rules o Managers must approve all refunds over $50.00. o No credit purchases are refunded for cash. Syed Haris 31
  • 32. Problems and Decisions Unstructured Problems o Problems that are new or unusual and for which information is ambiguous or incomplete. o Problems that will require custom-made solutions. Nonprogrammed Decisions o Decisions that are unique and nonrecurring. o Decisions that generate unique responses. Syed Haris 32
  • 33. Exhibit 6–7 Programmed Versus Nonprogrammed Decisions Syed Haris 33
  • 34. Decision-Making Conditions Certainty o A situation in which a manager can make an accurate decision because the outcome of every alternative choice is known. Risk o A situation in which the manager is able to estimate the likelihood (probability) of outcomes that result from the choice of particular alternatives. Syed Haris 34
  • 35. Exhibit 6–8 Expected Value for Revenues from the Addition of One Ski Lift Syed Haris 35
  • 36. Decision Making Conditions Uncertainty o Limited information prevents estimation of outcome probabilities for alternatives associated with the problem and may force managers to rely on intuition, hunches, and “gut feelings”. • Maximax: the optimistic manager’s choice to maximize the maximum payoff • Maximin: the pessimistic manager’s choice to maximize the minimum payoff • Minimax: the manager’s choice to minimize maximum regret Syed Haris 36
  • 37. Exhibit 6–9 Payoff Matrix Syed Haris 37
  • 38. Exhibit 6–10 Regret Matrix Syed Haris 38
  • 39. Decision-Making Styles 1. Describe two decision-making styles. 2. Discuss the twelve decision-making biases. 3. Explain the managerial decision-making model. 4. Describe decision-making practices in the Arab context. Syed Haris 39
  • 40. Decision-Making Styles Linear thinking style o A person’s preference for using external data and facts and processing this information through rational, logical thinking. Nonlinear thinking style o A person’s preference for internal sources of information and processing this information with internal insights, feelings and hunches. Syed Haris 40
  • 41. Exhibit 6–11 Common Decision-Making Errors and Biases Syed Haris 41
  • 42. Decision-Making Biases and Errors Heuristics o Using “rules of thumb” to simplify decision making. Overconfidence Bias o Holding unrealistically positive views of oneself and one’s performance. Immediate Gratification Bias o Choosing alternatives that offer immediate rewards and avoid immediate costs. Syed Haris 42
  • 43. Decision-Making Biases and Errors (cont’d) Anchoring Effect o Fixating on initial information and ignoring subsequent information. Selective Perception Bias o Selecting, organizing and interpreting events based on the decision maker’s biased perceptions. Confirmation Bias o Seeking out information that reaffirms past choices and discounting contradictory information. Syed Haris 43
  • 44. Decision-Making Biases and Errors (cont’d) Framing Bias o Selecting and highlighting certain aspects of a situation while ignoring other aspects. Availability Bias o Losing decision-making objectivity by focusing on the most recent events. Representation Bias o Drawing analogies and seeing identical situations when none exist. Randomness Bias o Creating unfounded meaning out of random events. Syed Haris 44
  • 45. Decision-Making Biases and Errors (cont’d) Sunk Costs Errors o Forgetting that current actions cannot influence past events and relate only to future consequences. Self-Serving Bias o Taking quick credit for successes and blaming outside factors for failures. Hindsight Bias o Mistakenly believing that an event could have been predicted once the actual outcome is known (after-the-fact). Syed Haris 45
  • 46. Exhibit 6–12 Overview of Managerial Decision Making Syed Haris 46
  • 47. Practices Of Decision Making In The Arab World The traditional Arab decision-making process has been impacted by several factors. • A system of networking and collective decision making where the leader/manager consults with other group members to arrive at a decision that has the backing of the community. • The concept of Shura is important. It is not restricted to the political arena; it has its manifestations in different social institutions, including the family and business organizations. • The consultative style seems to be widespread in Arab organizations. Syed Haris
  • 48. Making In Today’s World 1. Explain how managers can make effective decisions in today’s world. 2. List the six characteristics of an effective decision-making process. 3. List the five habits of highly reliable organizations. Syed Haris 48
  • 49. Decision Making for Today’s World Guidelines for making effective decisions: 1. Understand cultural differences. • In some cases, there is no best way to make decisions. The best way may depend on the values, attitudes, and beliefs that prevail in a specific culture. 2. Know when it’s time to stop. • Good decision makers are not afraid to change their minds. They do not become attached to one course of thinking. Syed Haris 49
  • 50. Decision Making for Today’s World (cont’d) 3. Use an effective decision-making process. This process has six characteristics: • It focuses on what is important. • It is logical and consistent. • It acknowledges both subjective and objective thinking and blends analytical with intuitive thinking. • It requires only as much information and analysis as is necessary to resolve a particular dilemma. • It encourages and guides the gathering of relevant information and informed opinion. • It is straightforward, reliable, easy to use, and flexible. Syed Haris
  • 51. Decision Making for Today’s World (cont’d) 4. Build an organization that can spot the unexpected and quickly adapt to the changed environment. Karl Weick calls such organizations highly reliable organizations (HROs) and says they share five habits:  Are not tricked by their success.  Defer to the experts on the front line.  Let unexpected circumstances provide the solution.  Embrace complexity.  Anticipate, but also recognize their limits. Syed Haris 51
  • 52. decision Terms to Know decision-making process problem decision criteria rational decision making bounded rationality satisficing escalation of commitment intuitive decision making structured problems programmed decision procedure rule policy unstructured problems nonprogrammed decisions certainty risk uncertainty directive style analytic style conceptual style Syed Haris 52
  • 53. behaviTorael srtymle s to Know (cont’d) heuristics business performance management (BPM) software Syed Haris 53