The Adequacy of Statistically Derived Prediction Instruments in the Face of Sample Selectivity: Criminal Justice as an Example
In: Evaluation review: a journal of applied social research, Band 9, Heft 3, S. 369-382
ISSN: 1552-3926
Prediction of success in a special program is often used to guide the selection of program participants and the treatment that they receive. Statistical analysis can be instrumental in developing such predictions, but if the analysis is based on data that resulted from the special selectivity built into the program, the predictions can be misleading and validation tests can be less informative than is commonly realized. This argument is developed and applied to problems in criminal justice administration. Data from pretrial release in federal district court is used as an illustration.