Abstract: A computer implemented method for identifying records that deviate from a preferred prescribed course of care for a particular disease state includes receiving a transaction message including data related to a disease state and updating a database based on the received transaction message. Records related to a physician are identified within the updated database and records associated with a provider network are identified. A regional treatment plan for the disease state is determined based on the records related to the physician, and an impact record is generated based on the regional treatment plan for the disease state and the records associated with the provider network. Records that deviate from the preferred prescribed course of care are identified based on the impact record.

Abstract: A computer-implemented method includes receiving a treatment record descriptive of a pharmacy purchase transaction that includes a prescriber identification code and a pharmaceutical compound related to treatment for an individual disease state, and associating the received treatment record with a code indicative of a provider network. The treatment record is related to a time-based treatment record descriptive of a projected disease state for a specified treatment area and a treatment model is developed based on relating the received treatment record to the time-based treatment record. The treatment model indicates projected occurrences of the disease state over a specified time frame, the projected occurrences including a first code indicative of a prescribing authority, the treatment model also including an association label that identifies a linkage between treatment records with a threshold degree of similarity.