“Data Checks for Data Quality” Clinical Data Analyst Womack Army Medical Center, Fort Bragg, NC February 2010.

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Presentation transcript:

“Data Checks for Data Quality” Clinical Data Analyst Womack Army Medical Center, Fort Bragg, NC February 2010

2 Course Topics ADM as a Sub-System of CHCS Visit Workload vs Encounters Data Flows and Processes and Errors! Oh My! Interface Error Reporting Coding Table Update Coordination “Tune-Up” Your Data !! And Performance Womack Army Medical Center Fort Bragg, NC Information Management Division, Informatics/Clinical Data Services Womack Army Medical Center Fort Bragg, NC Information Management Division, Informatics/Clinical Data Services

3 First There Was …

4 The “Bubble” Sheet…

5 ADM Patient Encounter DATA FROM CHCSII QQQTEST,PATIENT 02/NNN-NN-NNNN AGE:4y =============================================================================== Appt Date/Time : 24 Jul Type: WELL Status: KEPT Clinic: DOPC CONSOLIDATED CL MEPRS: BGAA Injury/Accident Related: No In/Outpatient: Outpatient APV: No Pregnancy Related: No Appt Provider: WAMC,PROVIDER Appt Prov Taxonomy: 363A00000X Appt HCP Role: 1 ATTENDING Additional Providers: Yes Disposition: RELEASED W/O LIMITATIONS =============================================================================== ICD-9 Dx Description Priority V PERIODIC PREVENT EXAMINATION 1 V06.1 D-T-P, COMBINED [DTP][DTAP] Chief Complaint: V PERIODIC PREVENT EXAMINATION Help = HELP Exit = F10 File/Exit = DO INSERT OFF ADM Patient Encounter DATA FROM CHCSII QQQTEST,PATIENT 02/NNN-NN-NNNN AGE:4y =============================================================================== Appt Date/Time : 24 Jul Type: WELL Status: KEPT Clinic: DOPC CONSOLIDATED CL MEPRS: BGAA Injury/Accident Related: No In/Outpatient: Outpatient APV: No Pregnancy Related: No Appt Provider: WAMC,PROVIDER Appt Prov Taxonomy: 363A00000X Appt HCP Role: 1 ATTENDING Additional Providers: Yes Disposition: RELEASED W/O LIMITATIONS =============================================================================== ICD-9 Dx Description Priority V PERIODIC PREVENT EXAMINATION 1 V06.1 D-T-P, COMBINED [DTP][DTAP] Chief Complaint: V PERIODIC PREVENT EXAMINATION Help = HELP Exit = F10 File/Exit = DO INSERT OFF No More Bubble Sheets… Key Appointment (Visit) data obtained from CHCS Patient Appointment Scheduling (PAS) Appointment (Visit) data sent to AHTLA Only “Encounter” related data elements are updatable – Visit and Workload data elements updated in CHCS Patient Appointment & Scheduling ADM Field that indicates CHCS II as the source of the Encounter Coding

6 And Now…

7 Today… CHCS-ADM serves as the local MTF operational data store for Ambulatory and Inpatient Professional Services: -Clinical Encounter data entered directly into ADM -“Written Back” from Signed (Completed) AHLTA Encounter Notes ADM can be used to update AHLTA Encounter Coding – BUT!!! AHLTA does not receive updated from ADM -Updated from the Coding Compliance Editor (CCE) CCE can be used to update ADM or AHTLA Encounter data, but CCE does not update AHLTA Prepares daily batch data extract files: -Standard Ambulatory Data Record (SADR) -Comprehensive Ambulatory and Professional Services Record (CAPER) also known as the “SADR Re-Design” -CCE Extract -Billing data extracts for: Medical Services Accounting (MSA) Third Party Outpatient Collections System (TPOCS) EAS Encounter Data Extract

8 Measuring Performance Appointments Visits Encounters RVU  Planned  Frozen  Open  Booked  Pending  Kept  Walk-In/Sick-Call  T-Cons  LWOBS  No-Show  Cancelled (Patient)  Cancelled (MTF)  Cancelled (TOL)  Occ-Svc  Admin  Open (Not Coded)  Complete -Diagnosis -Procedures/Services -Documentation  Quality of Services  Population Health  Standard of Care  Outcomes  Practice Profiles  Research Capacity Workload Services Weighted Value  Simple Relative Value Units (RVU)  Average RVU/Encounter  RVU/Provider FTE/Day  EAS RVU (Facility) Focus Shifting from “Counting Visits” to Measuring Work/Services Provided

9 Visits vs Encounters An “ENCOUNTER” captures services provided: -Documents reason for seeking care -Captures clinical services provided including level of professional service and decision making -Identifies Staff (By Name) providing the services Provider Seen Secondary Providers (Assisting, Supervising, Nursing, Para-Professional, etc.) -Both COUNT and NON-COUNT Visits are Encounters DQMCRL Statement C. 8. a): - - # SADR (count only) encounters / # WWR visits # SADRS should always be equal to or greater than the # Visits Why ???

10 Clinical Encounter Data ICD-9 Coding – Why the Patient was seen? -Chief Compliant and Diagnoses CPT Coding – What was done to address the patient problem? -Physician/Provider Services that supports capture of RVU -Procedures Performed and Units of Service -Modifiers (explain additional details about the Service or Procedure) HCPCS Coding - What services/supplies were provided? Evaluation & Management Coding (CPT Code): -Setting Office, Inpatient Professional Services (IPSR), Emergency Room, Preventive Service, Inpatient/Outpatient Consults, etc. -Level of Services Complexity (Minimal, Low, Moderate, or High) -Age Band Preventive Services/Wellness

11 Additional Data Details HIPAA standard data elements: -Cause of Injury (and associated elements) -Geographic Location of Injury (Motor Vehicle Accidents) -Pregnancy Related (and associated elements) -HIPAA Provider Taxonomy Additional Secondary Providers (Not in M2) Additional E&M Codes (up to 2 Additional E&M Codes)* Diagnosis Code Priority (Links Procedure to Dx 1, 2, 3 and/or 4) CPT Code Units of Service (per CPT Code)* CPT Code Modifiers (up to 3 – per CPT Code)* Military Unique ICD-9 Codes (ICD-9 Code Extenders) -V70.5 4PRE-DEPLOYMENT EXAMINATION -V70.5 5DURING DEPLOYMENT EXAMINATION -V70.5 6POST-DEPLOYMENT EXAMINATION -V70.5 DPRE-DEPLOYMENT ASSESSMENT: DOCUMENTED ON DD2795 -V70.5 EINITIAL POST-DEPLOYMENT ASSESSMENT: DOCUMENTED ON DD2796 -V70.5 FPOST DEPLOYMENT HEALTH REASSESSMENT (PDHRA): DOCUMENTED ON DD2900 Encounter Disposition (Inpatient Services and Ambulatory Disposition Types) *Additional coded data elements included in the Comprehensive Ambulatory/Professional Encounter Record (CAPER) Re-Designed SADR

12 Encounter Data Extracts DATA ELEMENTSADRCAPERBILLING HIPAA standard data elements: Injury Related Cause Codes Geographic Location of Injury (Motor Vehicle Accidents) Pregnancy Related (and associated elements) HIPAA Provider Taxonomy No Yes No Yes ICD-9 Diagnosis Code (1-4)Yes ICD-9 Diagnosis Code (5-10)NoYes Diagnosis Code Priority (Links Procedure to Dx 1, 2, 3 and/or 4)Yes CPT/HCPCS Codes 1-4Yes CPT /HCPCS Codes 5+NoYes CPT/HCPCS Code Units of Service (per CPT Code)NoYes CPT/HCPCS Code Modifiers (up to 3 – per CPT Code)NoYes E&M (CPT) CodeYes Additional E&M Codes (up to 2 Additional E&M Codes)NoYes Additional Secondary Providers (Not in M2)Yes Workload Flag (COUNT or NON-COUNT)NoYesN/A Source System Indicator (ADM or CHCS II)Yes N/A

13 Extract Processing The SADR/CAPER is a daily batch extract ASCII (Text) File for each MTD DMIS ID that contains patient level data for: -Ambulatory Clinic Encounters -Ambulatory Procedure Visits (APV) Encounters -Observation Status Encounters -Inpatient Consults (Not associated with the Attending Clinical Service) -Inpatient Attending Provider Professional Services (IPSR-RNDS*) Encounters The SADR Nightly Process is scheduled in CHCS to run at ~2130 each night: -Includes ADM & AHLTA completed encounters -Includes ADM updates and updates received from AHLTA and CCE Following the SADR Nightly Process, billable encounter services (that met the 3 Day “Hold”) are sent by CHCS to: -CHCS Medical Services Accounting (MSA) -Third Party Outpatient Collections System (TPOCS)

14 Coding Compliance Timeliness is a key element of Data Quality Coding Compliance is based on encounter data included in the SADR AHLTA/ADM “Write-Back” process errors have impacted Coding Compliance measures – Most issues now resolved AHTLA/ADM “Write-Back” errors impacted each MTF differently -Specific Clinics and/or Providers can also be impacted to different degrees, particularly when the Write Back Errors are a result of Synch Manager issues on the AHTLA Local Cache Server DQMCRL B. 6. a) a) What percentage of Outpatient Encounters, other than APVs, has been coded within 3 business days of the encounter? b) What percentage of APVs have been coded within 15 calendar days of the encounter? DQMCRL B. 6. a) a) What percentage of Outpatient Encounters, other than APVs, has been coded within 3 business days of the encounter? b) What percentage of APVs have been coded within 15 calendar days of the encounter?

15 What is a Write-Back Error? AHLTA encounter “Complete”: -Signed or Co-Signed by Provider -Contains the required ICD-9 Dx and E&M Code Error condition in AHLTA or during data update to CHCS ADM: -AHLTA did not complete encounter process to update ADM: -Encounter CDR # is Null (Fix Patch included in AHLTA ICD update 426 of 2-3 Aug 08) -AHLTA allowed entry of invalid CPT Code Modifier -AHLTA allowed entry of obsolete ICD-9 and/or CPT Codes -AHTLA allowed entry of an Injury Date later than Encounter Date AHLTA/ADM Error Report does not include all Error Conditions Often difficult to successfully run the AHLTA/ADM Error Report

16 Write-Back Error Report Providers/Staff must update AHLTA Favorites Lists and Personal Templates to the new ICD/CPT Codes Encounters completed for “BTST” or “QQQ” (Test Patients) are not written back CPT Codes in AHTLA must be linked to ICD-9 Dx Priority 1, 2, 3 and/or 4 Injury Date must be before Appt Date

17 ADM Reports Menu STYL User Prompt Style 1 Appointments with No ADM Records by Clinic 2 ADM Patients with 3rd Party Insurance 3 ADM Compliance Report 4 ADM Records with Unresolved Coding Issues 5 Interface Transmission Status of ADM Record 6 Encounter Summary Report by Clinic/Provider 7 For Clinic Use Only Report 8 Encounter Specific Code Report by Clinic/Provider 9 Top Number Encounter Report 10 Appointment/Encounter Count Report 11 Patient Encounter Records Report STYL User Prompt Style 1 Appointments with No ADM Records by Clinic 2 ADM Patients with 3rd Party Insurance 3 ADM Compliance Report 4 ADM Records with Unresolved Coding Issues 5 Interface Transmission Status of ADM Record 6 Encounter Summary Report by Clinic/Provider 7 For Clinic Use Only Report 8 Encounter Specific Code Report by Clinic/Provider 9 Top Number Encounter Report 10 Appointment/Encounter Count Report 11 Patient Encounter Records Report From your CHCS Main Menu: -Type “ADS” to access the Ambulatory Data Module (ADM) -ADM is a Secondary Menu Option -CHCS Secondary Menus allow access across CHCS Sub-Systems Reports status of 3 Business Day Coding Compliance By Day & Clinic Log Status of AHLTA Degrades, Fail-Overs and/or Down-Times for DQ Statement Reports status of 3 Business Day Coding Compliance By Day & Clinic Log Status of AHLTA Degrades, Fail-Overs and/or Down-Times for DQ Statement

18 Compliance Report # 3 Select PAD System Menu Option: ADS Ambulatory Data Module Select Ambulatory Data Module Option: 2 Ambulatory Data Reports Select Ambulatory Data Reports Option: 3 ADM Compliance Report Select (D)MIS ID, (U)ser current division as filtering type or (Q)uit: U// D Select (O)ne, (M)ultiple, (A)ll DMIS ID or (Q)uit: A// O Select DMIS ID: WOMACK AMC Select (C)linic, (P)rovider as primary sort or (Q)uit: C// C Select (O)ne, (M)ultiple, (A)ll ADM clinics or (Q)uit: A// A Summarize by provider (Y)es, (N)o, or (Q)uit: Y// N Select (D)MIS, (M)EPR, (C)linic clinic sort order or (Q)uit: C// Select (O)ne, (M)ultiple, (A)ll appointment status or (Q)uit: A// M Include inpatient admitted by another service (Y)es, (N)o, or (Q)uit: Y// Y Select (C)ount, (N)on-Count, (E)rror non-count, (B)oth as workload type or (Q)uit: B// B Select (M)onth and year, (S)pecific start and stop as date range or (Q)uit: S// M Enter Month & Year: Jan 2010// (Jan 2010) Do you want to proceed with this report? No// Y Select DEVICE: Q Select DEVICE: SPOOL Name File beginning with your Initials CCC ADM COMP JAN10 Select PAD System Menu Option: ADS Ambulatory Data Module Select Ambulatory Data Module Option: 2 Ambulatory Data Reports Select Ambulatory Data Reports Option: 3 ADM Compliance Report Select (D)MIS ID, (U)ser current division as filtering type or (Q)uit: U// D Select (O)ne, (M)ultiple, (A)ll DMIS ID or (Q)uit: A// O Select DMIS ID: WOMACK AMC Select (C)linic, (P)rovider as primary sort or (Q)uit: C// C Select (O)ne, (M)ultiple, (A)ll ADM clinics or (Q)uit: A// A Summarize by provider (Y)es, (N)o, or (Q)uit: Y// N Select (D)MIS, (M)EPR, (C)linic clinic sort order or (Q)uit: C// Select (O)ne, (M)ultiple, (A)ll appointment status or (Q)uit: A// M Include inpatient admitted by another service (Y)es, (N)o, or (Q)uit: Y// Y Select (C)ount, (N)on-Count, (E)rror non-count, (B)oth as workload type or (Q)uit: B// B Select (M)onth and year, (S)pecific start and stop as date range or (Q)uit: S// M Enter Month & Year: Jan 2010// (Jan 2010) Do you want to proceed with this report? No// Y Select DEVICE: Q Select DEVICE: SPOOL Name File beginning with your Initials CCC ADM COMP JAN10 -Choose One, Multiple or All DMIS -Choose “No” to Summarize by Provider for Summary Report -Choose Multiple for Appt Status to include only KEPT, WALK-IN & S-CALL -Enter Q to Queue the Report Task -Enter SPOOL to save the report to an e-file in CHCS -Choose One, Multiple or All DMIS -Choose “No” to Summarize by Provider for Summary Report -Choose Multiple for Appt Status to include only KEPT, WALK-IN & S-CALL -Enter Q to Queue the Report Task -Enter SPOOL to save the report to an e-file in CHCS

19 Capture Text->Import Excel -Report Run Daily by ClinOps -Distribution includes Chief, Clinical Services, Clinic Chiefs, and Clinic Administrators -Report Run Daily by ClinOps -Distribution includes Chief, Clinical Services, Clinic Chiefs, and Clinic Administrators

20 Daily Compliance Reporting

21 Air Force Data, Data Everywhere… MDR M2 WWR (Count Visits) EAS IV “Eligible” Encounters CPT Codes Units of ServiceWAM Count Visits & Raw Services SADR CAPER (Encounters) TPOCS Billable Encounters PDTS Worldwide Workload Report Standard Ambulatory Data Record EAS Repository EAS IV Extract MHS Data Repository MHS Mart Service Repository Pharmacy Data Transaction System Pop Health Portal (HEDIS) CCE Coding Compliance Editor Clinical Data Mart TRICARE Ops Center Navy Army Interface Errors DoD/VA FHIE/BHIE SHARE ADM SADR 1/SADR 2 Essentris CCQAS

22 Capture Text->Import Excel -Report Run Monthly by ADM System Administrator and Clinical Services -Imported into Excel and matched with M2 encounters -Report Run Monthly by ADM System Administrator and Clinical Services -Imported into Excel and matched with M2 encounters 20 Feb For Official Use Only Page 1 Ambulatory Data Module ADM Compliance Report by Clinic From: Dec 2009 Thru: Dec 2009 Clinic PAS Complete Incomplete % Total ADM Total ADM Total Compliance ================================================================================ 0089 BABA ALLERGY BCBA ANTE-PARTUM IN L&D BCB5 APU OB/GYN BAGM APV-GASTRO MOORE BFFA ASAP-82ND BFFA ASAP-CLARK BFFA ASAP-JOEL BHDA AUDIOLOGY BHDN AUDIOLOGY-JOEL CLINIC BBAA BARIATRIC SURGERY BFBA BIOFEEDBACK PAIN CLINIC BBAA BREAST HEALTH CLINIC BACA CARDIOLOGY Feb For Official Use Only Page 1 Ambulatory Data Module ADM Compliance Report by Clinic From: Dec 2009 Thru: Dec 2009 Clinic PAS Complete Incomplete % Total ADM Total ADM Total Compliance ================================================================================ 0089 BABA ALLERGY BCBA ANTE-PARTUM IN L&D BCB5 APU OB/GYN BAGM APV-GASTRO MOORE BFFA ASAP-82ND BFFA ASAP-CLARK BFFA ASAP-JOEL BHDA AUDIOLOGY BHDN AUDIOLOGY-JOEL CLINIC BBAA BARIATRIC SURGERY BFBA BIOFEEDBACK PAIN CLINIC BBAA BREAST HEALTH CLINIC BACA CARDIOLOGY

23 Interface Error Reports 1.AHLTA/ADM Write-Back Error Report (AHLTA Server) Coordinate with your AHLTA System Admin to run the report ASCII File of AHLTA Write-Back errors (Easily imported into Excel): -AHLTA encounter not accepted or received by ADM -SADR/CAPER not created -Encounter not sent to TPOCS, CCE or EAS -Impacts 3-Day Coding Compliance -Not all AHLTA WB Errors appear on the AHTLA/ADM Write Back Error Report 2.ADM Interface Status of ADM Records Report (ADM Report) CHCS ADM Menu Option Report #5 Errors – Encounter failed SADR edits – Not sent in SADR or to CCE Warnings – May impact TPOCS encounter data or indicate “Training” opportunities Supervising Provider Warnings – Will now be sent to EAS 3.ADM SADR Error/Warning Report (ADM Sys Mgr Report) Errors listed will prevent a SADR from being created Warnings will still be included in the SADR 4.CCE Detailed Interface Error Report (ADM Sys Mgr Report) CHCS Menu Option within ADM System Manager Menu Option Report of CCE functional errors ADM not updated to generate updated SADR Billable encounters not available to submit for billing

24 SADR Error/Warning Report Menu Path: -ADM Main Menu -#4 Ambulatory Data Collection Manager Menu -#6 ADM Data Extract Error Menu -#2 ADM SADR Error Report

25 Coding Table Updates CPT/HCPCS – Updated per Calendar Year -Effective 1 Jan -MTF updates synchronized for AHLTA, CHCS and CCE -CPT/HCPCS automatically sent to TPOCS from CHCS -Use CHCS or M2 to identify Obsoleted Codes used - to identify impact and reduce “Obsolete” ICD-9 Code Write-Back errors -Coordinate with Ancillary Areas (LAB/RAD) to update CHCS LAB/RAD Site Defined files and Radiology Procedure Groups ICD-9 – Updated per Fiscal Year -Effective 1 Oct -MTF updates must be coordinated for AHLTA, CHCS, CCE and TPOCS -Use CHCS or M2 to identify obsoleted codes used - to identify impact and reduce “Obsolete” coding AHLTA Write Back errors CHCS-ADM has been changed to support ICD-9 and CPT Coding validation, based on Date of Service - needed for Billing and CCE encounter coding updates

26 The “99499” Placeholder June 2005: -E&M Code became optional for APV and encounters when at least 1 CPT/HCPCS Code was entered -E&M Code was no longer required for Non-Count Visits Remember! – IPSR RNDS* are NON-COUNT Visits -TPOCS still requires the “99499” Placeholder Current recommendation: Continue to enter the “99499” E&M Code Placeholder in CHCS ADM Current recommendation: Continue to enter the “99499” E&M Code Placeholder in CHCS ADM

27 Data Checks ADM-M2 Notes: Monthly match of ADM Compliance with M2 Encounters, by MEPRS/FCC ADM Compliance Report imported into Excel M2 Matched with ADM using Access Join Query by Month and FCC Notes: Monthly match of ADM Compliance with M2 Encounters, by MEPRS/FCC ADM Compliance Report imported into Excel M2 Matched with ADM using Access Join Query by Month and FCC

– No CPT Code

29 RN-Mis-Coded Notes: Head RNs and Clinic Administrators notified of RN Mis-Coded Encounters. Coders, Staff and AHTLA Trainers support Staff Training and Coding Corrections Notes: Head RNs and Clinic Administrators notified of RN Mis-Coded Encounters. Coders, Staff and AHTLA Trainers support Staff Training and Coding Corrections

30 The ` Key… The Missing Link The M2 Record ID is the CHCS Appointment Internal Entry Number (IEN) Run an M2 DQ query that includes the M2 Medical Record ID to match with CHCS Appointment IEN This process can reconcile “I” SADRS in M2 with ADM Encounter Status An M2 Record ID “How To” is available to for the steps to process the M2 Query Results and locate the Visit in the CHCS Patient Appointment File or Encounter in the KG ADC DATA File There is no Appointment IEN available from the AHLTA Clinical Data Mart (CDM)

31 Questions?