Introduction
All disaster managers must make decisions. Their decision involves a comparison between several alternatives and an evaluation of the outcome. The quality of the decisions managers make is the true measure of their performance. Each operational decision influences future actions, which in turn, require further decisions. Errors in decision-making, therefore, tend to be cumulative.

Decision-making is the major responsibility of a disaster manager, regardless of his or her functional area or level in the organization. Some of these decisions may have a strong impact on the organization, while others will be important, but less crucial. The important point, however, is that all decisions will have some sort of effect.

Variables in Decision-making
In some cases, decisions are made where there are few alternatives and all the parameters of the decision can be clearly identified. However, many decisions require that a choice be made between different courses of action that may be affected by variables or events beyond a manager's control. For example, the field director of a refugee relief operation knows that the accuracy of new arrival forecasts will depend in large measure, upon political events in another country. Similarly, a supply officer of a relief agency is faced with the problem of how much and what types of supplies should be ordered in the immediate aftermath of an earthquake, without knowing the full extent of the disaster.

Decision-making is carried out under three different conditions or sets of variables: 1) certainty; 2) risk; and 3) uncertainty.

1) Decision-making Under Conditions of Certainty æ When a manager knows or is certain of all the effects of variables on an issue, "certainty" exists. This means that the manager should be able to make accurate decisions when these circumstances exist. Of course, this type of decision-making environment is rare. Suppose the manager of a relief agency has been alerted by an early warning system that 2,000 refugees will arrive in his refugee camp in one week. He would be foolish not to order supplies for 2,000 people and prepare to distribute them. In this example, the decision-maker is fortunate because accurate information about future events is available. But, in most situations, the manager does not know exactly what will occur. Under these latter conditions, the manager is forced to use probabilities to make decisions.

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2) Decision-making Under Conditions of Risk æ In some situations, a manager is able to estimate the probability that certain variables could occur. The ability to estimate may be due to experience, incomplete, but reliable information, or, in some cases, an accurate report. When estimates are made, a degree of risk is involved, but some amount of information about the situation is available. The situation requires estimating the probability that one or more known variables might influence the decision being made. If the basis for the decision is stated in terms of maximizing results, for example, service levels the decision-maker ...

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