Friday, December 27, 2019

Decision Making – Concept, Process, Techniques and Tools


Paper-2 Management (Code:17) 

Unit -1

Topic: Decision Making – Concept, Process, Techniques and Tools 

Decision Making: Decision making is the act of choosing one alternative from among a set of alternatives. Decision making process includes recognizing and defining the nature of a decision situation, identifying alternatives, choosing the best alternative, and putting it into practice.

Types of Decisions:

*      Programmed decisions – Relatively structured or recur with some frequency or both. They are made in accordance with some policy, rule or procedure so that they do not have to be handled each time they occur.

*      Non-Programmed decisions – Relatively unstructured and occur much less often that programmed decisions. These are new and complex decision decisions that require creative solutions (non-repetitive).

Gresham’s Law of decision making: There is a general tendency for programmed decisions to overshadow non-programmed decisions.

*      Routine decisions - Supportive to company’s operations and require little deliberation and money.  Relates to lower level of management

*      Strategic decisions – Central to company’s operations and require lengthy deliberation and large funds. Relates to higher level of management

*      Individual decisions – When the problem is of routine nature, analysis of variable is simple and definite procedures to deal the problem already exist

*      Group decisions – Important and strategic decisions are discussed in group

*      Simple and Complex decisions- Based on the type of complexity and degree of certainty

*      Major and minor decisions – Depends on :
·         Degree of futurity of decision
·         Impact of the decision on other functional areas
·         Qualitative factors that enter the decision
·         Recurrence of decisions

Decision – Making Conditions:

*   Decision making under certainty: When the decision maker knows with reasonable certainty what the alternatives are and what conditions are associated with each alternative, a state of certainty exists.

*    Decision making under risk: Under a state of risk, the availability of each alternative and its potential payoffs and costs are all associated with probability estimates.

*   Decision making under uncertainty: When the decision maker does not know all the alternatives, the risks associated with each, or the likely consequences of each alternative, the decision is made under a state of uncertainty.

Models of Decision Making:


« The Classical Model of Decision Making - Rational model:

The classical decision model is a prescriptive approach that tells managers how they should make decisions. This model is based on the following assumptions:

*      Decision makers have complete information about the decision situation and the possible alternatives
*      They can effectively eliminate uncertainty to achieve a decision condition of certainty
*      They evaluate all aspects of the decision situation logically and rationally
*      They make decisions that are in the organization’s best interests


« Evidence-based Decision making model - Jeffrey Pfeffer and Bob Sutton:
A renewed reliance on rationality in managerial decision making—an approach called evidence-based management (EBM) in which management decisions, should be based on the best evidence, managers should systematically learn from experience, and organizational practices should reflect sound principles of thought and analysis. They define evidence-based management as “a commitment to finding and using the best theory and data available at the time to make decisions. Following are the five principles of Evidence Based Management:
*      Face the hard facts and build a culture in which people are encouraged to tell the truth, even if it’s unpleasant.
*      Be committed to “fact-based” decision making—which means being committed to getting the best evidence and using it to guide actions.
*      Treat your organization as an unfinished prototype—encourage experimentation and learning by doing.
*      Look for the risks and drawbacks in what people recommend.
*      Avoid basing decisions on untested but strongly held beliefs, what you have done in the past, or uncritical “benchmarking” of what winners do.

« Administrative Man Model - Herbert A. Simon:
This model describes how decisions often actually are made. The model holds that decision makers
*      Use incomplete and imperfect information,
*      Are constrained by bounded rationality, and
*      Tend to satisfice when making decisions.

Bounded rationality suggests that decision makers are limited by their values and unconscious reflexes, skills, and habits. They are also limited by less-than-complete information and knowledge. The situation they find themselves in is highly uncertain, and the probability of success is not known.


« Z  Problem Solving Model –Briggs Myers:
By using this problem solving model, managers can use both their preferences and non- preferences to make decisions more effectively. According to this model, good problem solving has four steps:
*      Examine the facts and details           - Sensing
*      Generate alternatives                           - Intuition
*      Analyze the alternatives objectively - Thinking
*      Weigh the impact                                  - Feeling

« Social Man Model:
This model believes that a manager, being subject to social pressures and influences, does not always base his decisions on rational, material and economic criteria, but on the irrational bases of showing off, gaining prestige, family considerations and so on.

« Prospect Theory - Daniel Kahneman and Amos Tversky:

  • According to this theory, when evaluating the potential gains and losses associated with a course of action, people start by establishing a reference point or anchor.
  •  Explains how the cognitive biases arising from simple heuristics can influence managerial decision making.
  • This theory has been used to explain the observation that people seem to make decisions that are inconsistent with the rational model.
  •  This theory suggests that individuals assign different subjective values to losses and gains of equal magnitude that result from a decision.


Behavioral Aspects of Decision Making:
1.   Political forces - Contributes to the behavioral nature of decision making. A coalition is an informal alliance of individuals or groups formed to achieve a common goal. The impact of coalitions can be either positive or negative. They can help astute managers get their organization on a path toward effectiveness and profitability, or they can strangle well-conceived strategies and decisions. 
2.   Intuition - An innate belief about something without conscious consideration. Managers sometimes decide to do something because it “feels right” or they have a “hunch.” 
3. Escalation of Commitment -Decision makers sometimes make decisions and then become so committed to the courses of action suggested by those decisions that they stay with them, even when the decisions appear to have been wrong.  
4.  Risk propensity - The extent to which a decision maker is willing to gamble when making a decision.

Steps in Decision Making Process:

1.       Recognizing the problem
2.      Deciding priorities
3.      Diagnosing the problem
4.      Developing alternative solutions
5.      Measuring and Comparing consequences
6.      Decision Implementation
7.      Follow-up

Group Decision Making Process:

Managers use groups to make decisions for several reasons as follows:
*     Synergy – A positive force that occurs in groups when group members stimulate new solutions to problems through the process of natural influence and encouragement within the group.
*     Increased acceptance and Gain Commitment to a decision
*   More knowledge and experience to the problem solving situation through the pooling of group member resources
*     Greater understanding of the decision

Disadvantages:
*      Pressure within the group to conform and fit in
*      Domination of the group by one forceful member or a dominant clique
*      The amount of time required

Limits of Group Decision Making:
* Group-think – A deterioration of mental efficiency, reality testing, and moral judgment resulting from pressures within the group.
* Group Polarization – The tendency for group discussion to produce shifts toward more extreme attitudes among members.

Decision Making Techniques:

*     Brainstorming:  A technique for generating as many ideas as possible on a given subject, while suspending evaluation until all the ideas has been suggested.
*     Nominal Group Technique: A structured approach to decision making that focuses on generating alternatives and choosing one. It is a good technique to use in a situation where group members fear criticism from others.
*      Delphi Technique: Group consists of physically dispersed members and are anonymous to one another. There is a learning process as it receives new information and there is no influence of group pressure or dominating individual.
*      Devil’s advocacy: A technique for preventing group think in which a group or individual is given the role of critic during decision making.
*   Dialectical Inquiry: A time honored group decision making method which calls for managers to foster a structured debate of opposing viewpoints prior to making a decision.
*   Quality Circles: A small group of employees who work voluntarily on company time, typically one hour per week, to address work-related problems such as quality control, cost reduction, production planning and techniques, and even product design.
*     Quality Team: A team that is part of an organization’s structure and is empowered to act on its decisions regarding product and service quality.
*      Self Managed teams: Teams that make decisions that were once reserved for managers.

Factors in selecting appropriate technique:

Objectives
Techniques
Generation of large number of alternatives
Brainstorming
Group members are reluctant to contribute ideas
Nominal Group Technique
Need for expert input
Delphi Technique
Guard against group-think
Devil’s advocacy and Dialectical Inquiry
Decisions Related to quality or production
Quality circles and Quality teams
To provide total empowerment in decision making
Self Managed teams

Tools used in Decision- making Process:

*      Decision Matrix
*      T charts
*      Decision Tree
*      Multi-voting
*      Pareto analysis (80-20 rule)
*      Cost benefit analysis
*      Conjoint analysis
*      SWOT Analysis
*      PEST Analysis


Difficulties in Decision-making Process:

*      Non-actionable information
*      Unsupporting Environment
*      Non-Acceptance by subordinates
*      Ineffective communication
*      Incorrect timing

Marginal Costing

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