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[Sample B: Approval/Signature Sheet] - George Mason University

[Sample B: Approval/Signature Sheet] - George Mason University

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The structure to combine the different attributes is built using a value model<br />

v (also called objective function) that assigns a number v(x) t o each consequence<br />

x=(x1, x2,...,xN), where xi is a level of attribute Xi measuring objective Oi, such that the<br />

numbers assigned indicate the relative desirability of the consequences and can be used to<br />

derive preferences for alternatives. 62<br />

As explained earlier, the objective function can be used as a utility function<br />

because ―most complex decision situations involve significant uncertainties, and<br />

therefore attitudes toward risk are important.‖ 63 The ultimate utility function u, related to<br />

the overarching objective, is subdivided into parts and later integrated to find the final<br />

results.<br />

The multiattribute utility theory (MAUT) addresses the utility measurement in<br />

such situations, where single-attribute evaluations are constructed and then the tradeoffs<br />

among attributes are quantified as importance weights. Finally, ―formal models are<br />

applied to reaggregate the single-attribute evaluations.‖ 64<br />

One important step during the MAUT model building is to determine the<br />

importance weights of each attribute. The swing-weighting technique is one of the most<br />

common and ―can be used in virtually any weight-assessment situation.‖ 65 One important<br />

characteristic of this method is that the swing weights are sensitive to the range of values<br />

of an attribute. Thus, it is mandatory to emphasize this aspect during the elicitation<br />

process, in order to avoid distortions in the results. The use of this technique is also<br />

62<br />

Keeney, Value-Focused Thinking, 129.<br />

63<br />

Ibid., 132.<br />

64<br />

Winterfeldt and Edwards, Decision Analysis and Behavioral Research, 259.<br />

65 Clemen, Making Hard Decisions, 615.<br />

29

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