Method And Apparatus For Generating Proxy Eligibility Data
A method, apparatus, and computer program product are described herein for generating proxy eligibility data. Input data may be received, such as claim data from a health plan and/or provider organization, or attributed patient lists including patient identifiers of patients currently eligible for coverage in an Accountable Care Organization (ACO). Patient eligibility data may be determined based on the input data, and may be used in generating cost, quality, and/or utilization, metrics, and assessing risk for provider organizations.
1 . A method comprising:
receiving input data comprising at least one of a) claim data, or b) an attributed patient list; and
with a processor, generating proxy eligibility data based on the input data, wherein the proxy eligibility data comprises eligibility data by patient.
2 . A method according to claim 1 , wherein the proxy eligibility data comprises a patient identifier, an indication of a product, and a plurality of binary eligibility flags.
3 . A method according to claim 2 , wherein generating the proxy eligibility data further comprises:
for a patient, determining a value for at least one of the plurality of binary eligibility flags, wherein respective binary eligibility flags are associated with a predefined period of time;
receiving interim input data; and
updating the value of at least one binary eligibility flag retrospectively, based on the interim input data.
4 . A method according to claim 1 , wherein generating proxy eligibility data further comprises:
determining an eligibility start date for a patient based on the input data;
generating a proxy eligibility file comprising the eligibility start date; and
generating the proxy eligibility data based on the proxy eligibility file, wherein the proxy eligibility data is in a format compatible with a risk management application.
5 . A method according to claim 1 , wherein the proxy eligibility data is generated without the use of payer-provided eligibility data.
6 . A method according to claim 1 , wherein generating proxy eligibility data further comprises:
determining an eligibility start date for a patient based on the input data; and
generating the proxy eligibility data based on the eligibility start date.
7 . A method according to claim 6 , wherein generating proxy eligibility data further comprises:
determining an eligibility end date for the patient; and
generating the proxy eligibility data based on the eligibility end date.
8 . A method according to claim 7 , wherein determining the eligibility end date further comprises:
identifying a change in a product for a patient and an associated change date based on the input data; and
determining the eligibility end date based on the associated change date.
9 . A method according to claim 1 , further comprising:
receiving additional input data; and
retrospectively updating the proxy eligibility data based on the additional input data.
10 . A method according to claim 1 , further comprising:
calculating an eligible population based rate, based on the proxy eligibility data, wherein the eligible population based rate is used for calculating one or more metrics related to at least one of cost, utilization, or quality.
11 . A method according to claim 1 , further comprising:
calculating a fee associated with a claim; and
calculating an eligible population based rate based on at least the calculated fee and the proxy eligibility data.
12 . A method according to claim 1 , wherein receiving input data further comprises:
receiving outbound claim information from a provider organization.
13 . A method according to claim 1 , wherein receiving input data further comprises:
receiving claim information for in-network services from a payer.
14 . A method according to claim 1 , further comprising:
receiving pre-filtering criteria; and
identifying a subset of the input data based on the pre-filtering criteria, wherein the proxy eligibility data is generated based on the subset of the input data.
15 . A method according to claim 1 , wherein the input data comprises at least one attributed patient list for an Accountable Care Organization.
16 . An apparatus comprising at least one processor and at least one memory including computer program code, the at least one memory and the computer program code configured to, with the processor, cause the apparatus to at least:
receive input data comprising at least one of: a) claim data, or b) an attributed patient list; and
generate proxy eligibility data based on the input data, wherein the proxy eligibility data comprises eligibility data by patient.
17 . An apparatus according to claim 16 , wherein the proxy eligibility data comprises a patient identifier, an indication of a product, and a plurality of binary eligibility flags.
18 . An apparatus according to claim 17 , wherein causing the apparatus to generate the proxy eligibility data further comprises:
for a patient, determining a value for at least one of the plurality of binary eligibility flags, wherein respective binary eligibility flags are associated with a predefined period of time;
receiving interim input data; and
updating the value of at least one binary eligibility flag retrospectively, based on the interim input data.
19 . An apparatus according to claim 16 , wherein causing the apparatus to generate proxy eligibility data further comprises:
determining an eligibility start date for a patient based on the input data;
generating a proxy eligibility file comprising the eligibility start date; and
generating the proxy eligibility data based on the proxy eligibility file, wherein the proxy eligibility data is in a format compatible with a risk management application.
20 . A computer program product comprising at least one non-transitory computer-readable storage medium having computer-executable program code instructions stored therein, the computer-executable program code instructions comprising program code instructions to:
receive input data comprising at least one of: a) claim data, or b) an attributed patient list; and
generate proxy eligibility data based on the input data, wherein the proxy eligibility data comprises eligibility data by patient.
21 . A computer program product according to claim 20 , wherein the proxy eligibility data comprises a patient identifier, an indication of a product, and a plurality of binary eligibility flags.
22 . A computer program product according to claim 21 , wherein the computer-executable program code instructions comprising program code instructions to generate the proxy eligibility data further comprise program code instructions to:
for a patient, determine a value for at least one of the plurality of binary eligibility flags, wherein respective binary eligibility flags are associated with a predefined period of time;
receive interim input data; and
update the value of at least one binary eligibility flag retrospectively, based on the interim input data.
23 . A computer program product according to claim 20 , wherein causing the apparatus to generate proxy eligibility data further comprises:
determining an eligibility start date for a patient based on the input data;
generating a proxy eligibility file comprising the eligibility start date; and
generating the proxy eligibility data based on the proxy eligibility file, wherein the proxy eligibility data is in a format compatible with a risk management application.