D E C I S I O N - M A K I N G
Engineering Management
Decision Making as a Management
Responsibility
What is Decision Making?
The Decision Making Process
Approaches in Solving Problems
Quantitative Models for Decision-Making
Decision-Making as a
Management Responsibility
decision making is a responsibility of the
engineer-manager.
The bigger issue is the engineer-manager who
cannot or do want to make decisions.
Managers must strive to choose or make a
decision as correctly as possible
What is Decision Making?
Decision Making Defined:
The process of identifying and choosing
alternative courses of action in a manner
appropriate to the demands of the situation.
What is Decision Making?
Decision Making Explained:
the engineer-manager must adapt a certain
procedure designed to determine the best
option available to solve certain problems.
Decision Making
the selection of a course of action from among alternatives; it is at the core of planning.
A plan cannot be said to exist unless a decision-a commitment of resources, direction, or reputation - has been made.
Engineer-Managers sometime see decision making as their central job because they must constantly choose what is to be done, who is to do it, and when, where, and occasionally even how it will be done.
The Decision-Making Process
Diagnose the problem - best diagnosis; series
of questions
Analyze the environment - points and ends of
the problem
Articulate problem opportunity - view problem
as an opportunity for improvement
The Decision-Making Process (cont)
Develop viable alternatives - cause and effect
analysis
Evaluate alternatives - SWOT analysis in the
developed alternatives
Make a choice
Implement decision
Evaluate and adapt decision results
Decision-Making Process: Expound
What is a Problem?
A problem exist when there is a difference
between an actual situation and a desired
situation.
Analyze the Environment
Identify the constraints in both external and
internal Environments.
Decision-Making Process: Expound (cont)
Examples of Internal Limitations: Limited
funds available for the purchases of equipment,
Limited training on the part of employees and
ill-designed facilities
Decision-Making Process: Expound (cont)
Components of the Environment
Internal Environment - refers to organizational activities within a firm that surrounds decision-making
External Environment - refers to variables that are outside the organization and not typically within the short-run control of top management.
Decision-Making Process: Expound (cont)
Develop Viable Alternatives
The best among the alternative solutions must
be considered by management. This is made
possible by using a procedure with the
following steps:
Decision-Making Process: Expound (cont)
Develop Viable Alternatives
- Prepare a list of alternative solution
- Determine the viability of each solutions.
- Revise the list by striking out those which are
not viable
Decision-Making Process: Expound (cont)
Evaluate Alternatives
After determining the viability of the alternatives
and a revised list has been made, an
evaluation of the remaining alternatives is
necessary. This is important because the next
step involves making a choice.
Decision-Making Process: Expound (cont)
Evaluate Alternatives
- How the alternatives will be evaluated will
depend on the nature of the problem, the
objectives of the firm and the nature of
alternatives presented.
- The value of the alternatives refers to
benefits that can be expected.
Decision-Making Process: Expound (cont)
Make a Choice
- Choice making refers to the process of selecting among alternatives representing potential solutions to a problem.
- Rank alternatives from best to worst on the basis of some factors like benefit, cost or risk.
Decision-Making Process: Expound (cont)
Implement Decision
- Implementation refers to carrying out the
decision so that the objectives sought will be
achieved
- To make implementation effective, a plan
must be devised.
Decision-Making Process: Expound (cont)
Evaluate and Adapt Decision Results
- Feed back refers to the process which
requires checking at each stage of the
process to assure that the alternatives
generated, the criteria used in evaluation,
and the solution selected for
implementation are in keeping with the
goals and objectives originally specified.
Approaches in Solving Problems
Qualitative Evaluation refers to evaluation of alternatives using intuition and subjective
judgment.
Quantitative Evaluation refers to the evaluation of alternatives using any technique
in a group classified as rational and analytical.
Approaches in Solving Problems
When to use Qualitative Evaluation?
- The problem is simple
- The problem is familiar
- The cost involved are not great
- Immediate decisions are needed
Approaches in Solving Problems
Quantitative Techniques which may be useful in decision-making are as follows:
- Inventory Models - Simulation- Queuing Theory - Network models
- Forecasting - Regression Analysis
- Linear Programming
- Sampling Theory
- Statistical Decision Theory
Quantitative Models for Decision-Making
Inventory Models
Queuing Theory
Network models
Forecasting
Regression Analysis
Simulation
Linear Programming
Sampling Theory
Statistical Decision Theory
Quantitative Models for Decision-Making
Inventory Models
Help a firm in determining the economic order
quantity (EOQ) and the frequency of order, to
keep the availability of goods and services to the
customers without interruption or delay.
EOQ the size of an order which the total
procurement or purchasing cost and inventory
carrying cost is at the minimum.
Quantitative Models for Decision-Making
Queuing Theory
Mathematical modelling of waiting lines, whether of
people or things. It aims to estimate if the available
resources is sufficient to meet the anticipated
demand over a given period.
Quantitative Models for Decision-Making
Network Models
Breaking down a complex project into its
components (activities, events, durations, etc.) and
plotting them to show their interdependencies and
inter-relationships.
Quantitative Models for Decision-Making
Network Models
Program Evaluation Review Technique (PERT)
o enables the engineer managers to schedule, monitor,
and control large and complex projects by time
estimates
Critical Path Method (CPM)
o the longest-path in the network diagram is the critical
path. It is 'critical' because all activities on it must
be completed in the designated time, otherwise the
whole project will be delayed.
Quantitative Models for Decision-Making
Forecasting
a planning tool that helps management in its attempts to cope with the uncertainty, relying mainly on data from the past and analysis of trends.
starts with certain assumptions based on managements experience, knowledge and judgment.
usual forecasting techniques are moving averages, regression analysis, exponential smoothing, deplhimethod, etc.
Quantitative Models for Decision-Making
Regression Analysis
forecasting method that examines the association
between two or more variables
uses data from previous periods to predict future events
Quantitative Models for Decision-Making
Simulation
model constructed to represent reality, on
which conclusions about real-life problems can
be used.
Does not guarantee an optimum solution, but it
can evaluate the alternatives fed into the
process by the decision-maker
Quantitative Models for Decision-Making
Linear Programming
quantitative technique that is used to produce an
optimum solution within the bounds imposed by
constraints upon the decision
very useful decision-making tool when supply and
demand limitations at plants, warehouse, or market
areas are constraints upon the system.
Quantitative Models for Decision-Making
Sampling Theory
limited number of observations or samples from a
population on a systematic or random basis, which
(upon statistical manpulation) yields generalization
about the population.
Quantitative Models for Decision-Making
Statistical Decision Theory
refers to the rational way to conceptualize, analyze
and solve problems in situations involving limited, or
partial information about decision environment
mathematical concepts aimed at helping managers
in formulating rules that may lead to a most
advantageous course of action under the given
circumstances.
Quantitative Models for Decision-Making
Statistical Decision Theory
Decision theory divides decisions into three classes:
o Decision under certainty
The engineer-manager has too much reliable information
to choose the best alterative
o Decision under uncertainty
The engineer-manager has to dig-up a lot of data to make
sense of what is going on and what it is leading to
o Decision under conflict or risk
The engineer-manager has to anticipate moves and
counter moves of one or more competitors