Database for Pre-Screening Potentially Litigious Patients
a patient database and patient technology, applied in the field of potentially litigious patient database, can solve the problems of disproportionate severeness, insurmountable debt, and similar high cost of client-initiated law suits, and achieve the effects of avoiding or reducing the risks of liability litigation, intelligently informed, and minimizing the ultimate risk of litigation
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[0074]There are obviously a multitude of ways in which the predictive model could be developed. This example shows one of many possible approaches:
[0075]First, a large database of patients is scanned for defining examples of “litigious” or “non-litigious” patients. In the first case, any patient linked with a criminal record of legal fraud, or who initiated two or more medical malpractice lawsuits that were subsequently dismissed because of insufficient evidence, will be considered a very high litigious risk. In the second case, any patient who has undergone major levels of medical care (e.g., over $50,000 or over 5 procedures in the last 10 years) without ever involving a doctor legally will be considered a very low litigious risk.
[0076]A set of explanatory vectors is then prepared, containing all available data linked to the patients selected as being very high or very low risks. For example, for each patient i we could define:[0077]Xi={xi1, xi2, xi3, xi4}
[0078]Where:[0079]xi1=dum...
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