Method and system for generating statistically-based medical provider utilization profiles
A method and system for analyzing historical medical provider billings to statistically establish a normative utilization profile. Comparison of a medical provider's utilization profile with a normative profile is enabled. Based on historical treatment patterns and a fee schedule, an accurate model of the cost of a specific medical episode can be created. Various treatment patterns for a particular diagnosis can be compared by treatment cost and patient outcome to determine the most cost-effective treatment approach. It is also possible to identify those medical providers who provide treatment that does not fall within the statistically established treatment patterns or profiles.
1. A computer-implemented process for processing medical claims comprising a computer performing the following:
(a) reading medical claim data, input as at least one of a plurality of data records, into a computer memory;
(b) validating each of the at least one of a plurality of data records for at least one of a diagnosis code and a treatment code;
(c) reading at least one pre-defined relationship between the at least one of a diagnosis code and a treatment code in the validated at least one of a plurality of data records and pre-defined episode treatment categories;
(d) grouping the validated at least one of a plurality of data records to an episode treatment category based upon the pre-defined relationship, each episode treatment category having a dynamic time window defining a time period during which validated at least one of plurality of data records may be grouped to an episode treatment category; and
(e) classifying the patient data records into at least one of a plurality of episode treatment groups, each of the plurality of episode treatment groups being defined by an episode treatment category.
2. The process as claimed in claim 1 wherein an active and open episode treatment group comprises an episode treatment group number, sequential episode number, and most recent anchor date of treatment.
3. The process as claimed in claim 1 wherein step (d) further comprises the step of identifying claim records as one of management, surgery, facility, ancillary, and prescription drug records.
4. A computer-implemented process for processing medical claims comprising a computer performing the following:
(a) reading a first patient's medical claim data, input as at least one of a plurality of data records, into a computer memory;
(b) validating each of the at least one of a plurality of data records for at least one of a diagnosis code and a treatment code;
(c) reading at least one pre-defined relation between the at least one of a diagnosis code and a treatment code in the validated at least one of a plurality of data records and pre-defined medical episodes; and
(d) grouping the validated at least one of a plurality of data records to at least one of a plurality of episode treatment groups, each of the at least one of a plurality of episode treatment groups further comprising an episode treatment group identifier, a most recent anchor from date of treatment and a most recent sequential anchor record count.