Systems and methods for improved health care cohort reporting

1. A method for generating a report by a computing device, comprising:

receiving an input that indicates a primary intervention code;

identifying a specific health care intervention by performing a preliminary extraction from one or more databases based on at least the primary intervention code;

storing a set of encounters for the specific health care intervention in a health care prehort table;

generating a user interface control that provides a selection between at least two anatomical options or at least two health care intervention options;

receiving a selected anatomical option or a health care intervention option;

creating a health care cohort for the specific health care intervention, wherein the health care cohort comprises a definition of a primary intervention based on the set of encounters from the health care prehort table and the selected anatomical option or health care intervention option;

performing an encounter analysis to identify one or more comparative metrics associated with the health care cohort and one or more related health care cohorts, and to determine variations of the one or more comparative metrics associated with the health care cohort and the one or more related health care cohorts,

wherein the one or more comparative metrics include costs, and wherein the variations identify encounters that have exceeded a threshold proportion of costs more than one standard deviation from an average cost of the health care cohort; and

generating a report based on the health care cohort, wherein the report comprises a list of cohorts and the variations between the health care cohort and the one or more related health care cohorts from the encounter analysis, wherein the report identifies the encounters that have exceeded the threshold proportion of costs more than one standard deviation from the average cost of the health care cohort, and wherein the report compares the average cost of the health care cohort by region, facility, or physician.

2. The method of claim 1 , wherein the health care cohort comprises a list of associated acceptable secondary interventions.

3. The method of claim 2 , wherein the health care cohort further comprises a list of exclusionary secondary interventions that if performed would exclude a corresponding encounter from the health care cohort.

4. The method of claim 1 , wherein the report comprises a system-specific report.

5. The method of claim 4 , wherein the system-specific report comprises a hospital-specific or site-specific report.

6. The method of claim 1 , wherein the report comprises a health care provider-specific report.

7. The method of claim 1 , wherein the report comprises a list of cohorts organized relative to a cost variation per encounter compared to an average.

8. The method of claim 1 , further comprising cleaning health care cohort data.

9. An apparatus for generating a report, the apparatus comprising:

a processor;

memory in electronic communication with the processor; and

instructions stored in the memory, the instructions being executable to:

receive an input that indicates a primary intervention code;

identify a specific health care intervention by performing a preliminary extraction from one or more databases based on at least the primary intervention code;

store a set of encounters for the specific health care intervention in a health care prehort table;

generate a user interface control that provides a selection between at least two anatomical options or at least two health care intervention options;

receive a selected anatomical option or a health care intervention option;

create a health care cohort for the specific health care intervention, wherein the health care cohort comprises a definition of a primary intervention based on the set of encounters from the health care prehort table and the selected anatomical option or health care intervention option;

perform an encounter analysis to identify one or more comparative metrics associated with the health care cohort and one or more related health care cohorts, and determine variations of the one or more comparative metrics associated with the health care cohort and the one or more related health care cohorts,

wherein the one or more comparative metrics include costs, and wherein the variations identify encounters that have exceeded a threshold proportion of costs more than one standard deviation from an average cost of the health care cohort; and

generate a report based on the health care cohort, wherein the report comprises a list of cohorts and the variations between the health care cohort and the one or more related health care cohorts from the encounter analysis, wherein the report identifies the encounters that have exceeded the threshold proportion of costs more than one standard deviation from the average cost of the health care cohort, and wherein the report compares the average cost of the health care cohort by region, facility, or physician.

10. The apparatus of claim 9 , wherein the health care cohort comprises a list of associated acceptable secondary interventions.

11. The apparatus of claim 10 , wherein the health care cohort further comprises a list of exclusionary secondary interventions that if performed would exclude a corresponding encounter from the health care cohort.

12. The apparatus of claim 9 , wherein the report comprises a system-specific report.

13. The apparatus of claim 12 , wherein the system-specific report comprises a hospital-specific or site-specific report.

14. The apparatus of claim 9 , wherein the report comprises a health care provider-specific report.

15. The apparatus of claim 9 , wherein the report comprises a list of cohorts organized relative to a cost variation per encounter compared to an average.

16. The apparatus of claim 9 , wherein the instructions are further executable to clean health care cohort data.

17. A method for refining a health care prehort by a computing device, comprising:

performing a preliminary extraction from one or more databases based at least on a primary intervention code, wherein the preliminary extraction extracts clinical notes;

storing a set of encounters in a health care prehort table;

generating a user interface control that provides a selection between at least two anatomical options or at least two health care intervention options;

for each encounter in the health care prehort table:

presenting an encounter from the health care prehort table on a user interface, wherein the user interface includes the user interface control for the encounter;

receiving a selected anatomical option or a health care intervention option; and

adding the encounter to a health care cohort if the selected anatomical option or health care intervention option qualifies the encounter for inclusion in the health care cohort;

performing an encounter analysis to identify one or more comparative metrics associated with the health care cohort and one or more related health care cohorts, and to determine variations of the one or more comparative metrics associated with the health care cohort and the one or more related health care cohorts;

enriching the set of encounters with the clinical notes;

identifying one or more keywords in the clinical notes that describe differences for each encounter; and

generating one or more reports based on the health care cohort, wherein the report comprises a list of cohorts and the variations between the health care cohort and the one or more related health care cohorts from the encounter analysis, and wherein the report further comprises at least a portion of the clinical notes with the one or more keywords emphasized.

18. The method of claim 17 , further comprising highlighting the one or more keywords in clinical notes for the encounter.

19. An apparatus for refining a health care prehort, the apparatus comprising:

a processor;

memory in electronic communication with the processor; and

instructions stored in the memory, the instructions being executable to:

perform a preliminary extraction from one or more databases based at least on a primary intervention code, wherein the preliminary extraction extracts clinical notes;

store a set of encounters in a health care prehort table;

generate a user interface control that provides a selection between at least two anatomical options or at least two health care intervention options;

for each encounter in the health care prehort table:

present an encounter from the health care prehort table on a user interface, wherein the user interface includes the user interface control for the encounter;

receive a selected anatomical option or a health care intervention option; and

add the encounter to a health care cohort if the selected anatomical option or health care intervention option qualifies the encounter for inclusion in the health care cohort;

perform an encounter analysis to identify one or more comparative metrics associated with the health care cohort and one or more related health care cohorts, and determine variations of the one or more comparative metrics associated with the health care cohort and the one or more related health care cohorts;

enrich the set of encounters with the clinical notes;

identify one or more keywords in the clinical notes that describe differences for each encounter; and

generate one or more reports based on the health care cohort, wherein the report comprises a list of cohorts and the variations between the health care cohort and the one or more related health care cohorts from the encounter analysis, and wherein the report further comprises at least a portion of the clinical notes with the keywords emphasized.

20. The apparatus of claim 19 , wherein the instructions are further executable to highlight one or more keywords in clinical notes for the encounter.