Project Update : Claims/Clinical Linkage Project MHDO Board of Directors June 6, 2013.

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Presentation transcript:

Project Update : Claims/Clinical Linkage Project MHDO Board of Directors June 6, 2013

Topics To Be Covered Part I (Joint) Introductions-MHDO Exchange Update-HIN Findings from The Clinical/Claims Data Matching Project-MHDO/HIN Part II (HIN) HealthInfoNet Data Use and Release Policy 2

Introduction of the Project MHDO and HIN entered into a contract in the fall of 2012 to determine the technical challenges and initial match rates of linking de-identified claims data from the APCD with the identified HIE data. MHDO provided HIN with twelve months of commercial claims data (restricted data set which includes date of birth and member zip code). HIN received a grant from MeHAF to support the expense associated with the project. HIN contracted with a vendor, Arcadia Solutions, to conduct the technical linkage of claims and clinical data by matching unique patients across the claims and clinical data sets and where possible matching distinct episodes of care and encounters from the from the clinical data set with distinct claims in the claims data set. Conclusions: Technically we can do the linkage with the data we collect today however the confidence level and the match rate of the linkage would be higher if we were linking an identified claims data set with an identified clinical data set. The public policy discussion needs to address: –T he collection and release of identified data to allow providers to more effectively improve care for their patients –Define the role of MHDO in collecting data other than what is required by rule to collect today (including clinical data) and linking it with administrative data already collected. 3

HIE Connections Hospitals, FQHCs, Ambulatory 34 of 38 hospitals connected All Maine Hospitals under Contract to HIN 15 FQHCs 376 Ambulatory sites including physician practices behavioral health and long term care 4 4

HealthInfoNet’s HIE Operating Statistics As of April 31, ,207,509 individuals have a HealthInfoNet record (84% of Maine’s resident population) 13,122 individuals have opted out (1%) 7,409 Maine clinicians and support staff have active HealthInfoNet user accounts 3,109,365 inbound messages are received by HealthInfoNet each week The HealthInfoNet Central Data Repository (CDR) is TB in size and is growing at 3 GB a day 5

Data Categories Managed in HIN Today Patient Identifier and Demographics, including insurer Encounter History Laboratory and Microbiology Results Radiology Reports Adverse Reactions/Allergies Prescription Medication History Diagnosis/Conditions/Problems (primary and secondary) Immunizations Vital Signs Dictated/Transcribed Documents Continuity of Care Documents (CCD) 6

Findings from the MHDO/ HealthInfoNet Clinical and Claims Data Matching Project 7

Description of the Project A proof of concept project to evaluate the technical feasibility and effectiveness of matching de-identified commercial claims data from the MHDO All Payer Claims Database (APCD) with clinical data managed within HealthInfoNet’s statewide database on an event of care basis Demonstrate the percentage of linkage achieved Identify problem areas that may need to be explored to achieve optimum linkage Consider the value of combined databases 8

Project Parameters Data sets included de-identified commercial claims data and clinical data for the period July 1, 2011 to June Claims data included payer-specific member IDs and indirect member identifiers, date of birth, zip code, gender and encrypted Social Security Number (when available) 9

Clinical Data 10

Matching Approach Logic 11

The Opportunity 12

Matching Methodology and Results Methodology Member/person matching using limited demographics Event of care matching using demographics and date of service Procedure code validation Member/person matching using history of events of care Frequency matching Provider matching on history of events of care Results Of 645K Member IDs, 379K (55%) were not matched Demographic and event of care matching found a significant match for 264K (41%) 13

Implications and Next Steps Considering the limitations of the data – 41% is a VERY high match rate! –2012 Clinical data excluded many providers around the state –2012 Claims data excluded public payers and uninsured Validation: The single best thing we can do is confirm the results. Additional Data Elements will likely result in 90+% match: –Provider identifiers –More Data: Longer timespan for richer event histories Next Steps HIN and MHDO review technical strategies for collaboration – Enterprise Master Provider and Patient Indices' (EMPI) Continued work with the PHI Subcommittee on Policy issues –Release of PHI –Integration of clinical and claims data 14

HealthInfoNet Data Use and Release Policy 15

Process for Data Use and Release Policy Development Based Upon Participant Agreement Provisions Incorporation of relevant HIPAA and MHDO Data Access & Use Rules Review by legal counsel, HIN staff, & consultants Two reviews by HIN Technical and Professional Practice Advisory Committee (TPAAC- 2/6/13 recommendation to adopt) Preliminary review with HIN Board of Directors – 1/16/13 Presentation to HIN Data Advisory Committee – 3/13/13 Adopted By HIN Board of Directors – 3/20/13 Patient Communication Plan – Consumer Advisory Committee 16

Data Request Categories 1.Participant request for clinical data for treatment and/or operations purposes 2.Participant request for meeting reporting requirements 3.Request by Participant for providing clinical data to patients via PHR 4.Request for utilization data authorized as public 5.Request by a non-Participant for provider specific data not considered public 17

Notification and Approval Requirements No Requirement –Provider requests for patients with treatment relationship –De-identified data considered publicly available Notification Only (data supplier may opt-out) –Providing access to clinical data to patient –De-identified aggregated data Notification and Approval (data supplier must op-in) –Person or provider identified data without treatment relationship –Request by non-provider for provider/patient specific data 18