Parameterizing Mathews versus Eldridge
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The United States Supreme Court has set forth a test for determining the constitutional adequacy of the process by which government action adversely affects someone's life, liberty, or property. In Mathews v. Eldridge, the Court required consideration of three factors: (1) the private interest that will be affected by the official action; (2) (a) the risk of an erroneous deprivation of such interest through the procedures used and (b) the probable value, if any, of additional or substitute procedural safeguards; and (3) the government's interest, including the function involved and the fiscal and administrative burdens that the additional or substitute procedural requirement would entail.
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Contributed by: Seth J. Chandler (March 2011)
Open content licensed under CC BY-NC-SA
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In this Demonstration, the cutoff level is described numerically by reference to some metric. This might occur where the issue in question is the person's income or assets or their score on some test. The cutoff level can also be described verbally.
The text of Mathews v. Eldridge may be found here.
Snapshot 1: The initial settings of the Demonstration. The minimum total costs of procedure set are less than the minimum total costs of procedure set even though, as shown from the tooltips associated with the minimum points, procedure set is slightly more accurate. Notice that both procedure sets do best when there is a safety margin: the prediction has to be substantially worse than the actual cutoff before the government takes adverse action against the person.
Snapshot 2: The initial settings of the Demonstration modified so that the costs of procedure 3 are zero. Now procedure set is slightly less costly than procedure set .
Snapshot 3: The initial settings of the Demonstration modified so that the costs of procedure 3 are zero and type I error costs are lower and type II error costs are higher. Now procedure set is somewhat better than procedure set but both should employ negative safety margins, that is, authorizing adverse action against the person even when their predicted score is somewhat higher than the actual cutoff.
Snapshot 4: The initial settings of the Demonstration but comparing procedure set with procedure set . Procedure set has lower total minimum costs.
Snapshot 5: The initial settings of the Demonstration except that dataset 8 is used.
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