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Brian Parkany November 21, 2014 
Aetna’s ICD-10 Collaborative Testing – Approach, Results, and Lessons Learned 
Quality health plans & benefits 
Healthier living 
Financial well-being 
Intelligent solutions
2 Aetna Inc. 
Agenda 
• 
Aetna ICD-10 program overview 
• 
Provider collaboration approach 
• 
Inpatient claim results 
• 
Outpatient / Professional claim results 
• 
Lessons learned
3 Aetna Inc. 
Aetna overview 
ICD-10 impact 
• 
~ 150 internal systems impacted 
• 
~ 250 business-developed applications impacted 
• 
> 4,000 contracts impacted 
• 
~ 60 software vendors impacted 
ICD-10 program 
Began ICD-10 program in early 2010 
Application remediation nearly complete 
Focused on testing and business readiness 
On track for October 2015* compliance 
*Per Senate vote on H.R. 4302, HHS cannot adopt ICD-10 until at least 10/1/15.
4 Aetna Inc. 
Aetna’s ICD-10 strategy 
• 
Compliance: Aetna is planning to be fully compliant with ICD-10 regulation. 
• 
Flexibility: We are building a flexible solution that will allow us to accommodate any transition timeline that CMS may choose to implement. 
• 
Collaboration: We are prepared to collaborate on testing strategies and analysis of potential financial impacts.
5 Aetna Inc. 
Aetna’s objectives for ICD-10 compliance 
Aetna will implement reliable system and process changes to support valid and consistent outcomes after the transition. 
Aetna’s ICD-10 compliance goals 
Reliability 
‘’Nuts and bolts work” 
Validity and consistency 
“Consistent ICD-10 translation” 
 
Technology changes 
 
Infrastructure changes 
 
Business rule updates 
 
End-to-end testing 
 
ICD-10 pre-authorizations 
 
Accurate claims processing 
 
Effective medical management 
 
Consistent financial outcomes 
We have built a flexible solution that will allow us to accommodate any transition timeline that CMS may choose to implement.
6 Aetna Inc. 
Aetna’s collaborative testing approach
7 Aetna Inc. 
IP Results overview: ICD-9 to ICD-10 variances 
Aetna’s high-level reporting process 
1. Parallel claims processing 
2. Initial variance identification 
3. Joint root cause analysis 
4. Final categorization 
Key metrics 
Cycle 1 
Cycle 2 
Cycle 3 
Cycle 4 
Cycle 5 
Aggregate 
Initial % of claims with DRG change 
10.5% 
13.7% 
22.4%* 
16.7% 
17.3% 
16.6%** 
Initial DRG weight change 
0.2% increase 
0.2% increase 
4.5% increase 
1.5% increase 
2.1% increase 
1.7% increase 
Aetna and providers jointly reviewed the root cause of the variance to determine final category. 
Uncontrollable change (% of claims) 
1.9% (18% of variances) 
1.8% 
(13% of variances) 
1.5% 
(7% of variances) 
2.9% 
(18% of variances) 
3.7% 
(21% of variances) 
2.7% 
(16% of variances) 
Controllable: provider coding change (% of claims) 
8.1% 
(77% of variances) 
9.7% 
(71% of variances) 
18.5% 
(83% of variances) 
11.1% 
(67% of variances) 
10.9% 
(63% of variances) 
11.5% 
(69% of variances) 
Controllable: test environment change (% of claims) 
0.5% 
(5% of variances) 
2.2% 
(16% of variances) 
2.4% 
(11% of variances) 
2.6% 
(16% of variances) 
2.8% 
(16% of variances) 
2.4% 
(15% of variances) 
*Excluding one outlier provider with a 33% variance rate, cycle 3 would have a 14% DRG variance rate and a 2.6% DRG weight increase. 
**Aggregate variance figures are a weighted average of each cycle’s results.
8 Aetna Inc. 
Observed variances 
Claims demonstrating DRG variance have been categorized based on the variance source. 
69% 
15% 
16% 
Controllable: 
Provider coding 
Controllable: Test 
environment 
Uncontrollable
9 Aetna Inc. 
Provider coding variances 
• 
The majority of test variance is caused by inaccurate coding by providers. 
• 
Some level of these inaccuracies exists today in ICD-9. 
• 
ICD-10 mistakes will likely be more common for providers early in their learning curve. Examples 
• 
Missing diagnosis or procedure codes 
• 
Incorrect diagnosis or procedure codes 
• 
Incorrect sequencing of codes 
Observed variances 
69% 
12% 
11% 
Provider coding variances
10 Aetna Inc. 
Test environment variances 
• 
These issues are isolated to the Aetna or provider test environment and will not be present in ICD-10. Examples 
• 
Table updates 
• 
Vendor-related issues or updates 
Observed variances 
77% 
15% 
11% 
Test environment variances
11 Aetna Inc. 
Uncontrollable variances 
• 
These variances are associated with accurately coded ICD-10 claims that demonstrated a DRG change due to the new code set grouping. 
• 
These changes will continue in ICD-10. Examples 
• 
More specific ICD-10 codes: Coding claims with “one to many” code mappings can result in valid DRG changes. 
• 
Less specific ICD-10 codes: Coding claims with “many to one” code mappings can result in valid DRG changes. 
• 
Non-equivalent ICD-10 match: Coding claims with no equivalent ICD-9 to ICD-10 code mapping can result in valid DRG changes. 
Observed variances 
77% 
12% 
16% 
Uncontrollable variances
12 Aetna Inc. 
Variance source by MDC (cycles 1-5) 
MDCs with a minimum of 30 test claims are included. Test environment variances are excluded. 
0% 
10% 
20% 
30% 
40% 
50% 
60% 
70% 
80% 
90% 
1 - Nervous System 
3 - Ear, Nose, Mouth And Throat 
4 - Respiratory System 
5 - Circulatory System 
6 - Digestive System 
7 - Hepatobiliary 
8 - Musculoskeletal 
9 - Skin, Subcutaneous Tissue And 
Breast 
10 - Endocrine, Nutritional And 
Metabolic 
11 - Kidney And Urinary Tract 
13 - Female Reproductive System 
14 - Pregnancy/Childbirth 
15 - Newborn 
16 - Blood Immunological DDs 
17 - Myeloproliferative DDs 
18 - Infectious and Parasitic DDs 
19 - Mental DDs 
21 - Injuries/Toxic Effect of Drugs 
23 - Factors Influencing Health 
Status 
PRE - Intestinal Transplant 
% of claims with DRG change 
Variance source % by MDC (cycles 1-5) 
% Provider Coding Variances 
% Uncontrollable Variances
13 Aetna Inc. 
Aetna ICD-10 Outpatient / Professional Testing Overview 
Goals 
1. 
Validate the ability to intake and accurately process both professional and outpatient ICD-10 claims sent from provider partners 
2. 
Compare ICD-9 and ICD-10 results from a Clinical Policy perspective Background 
• 
Professional and outpatient claims are not priced based on ICD codes, therefore pricing should not change based the ICD-10 code set 
• 
Aetna’s clinical policies consider diagnosis and procedure codes when applying rules such as Cosmetic, Experimental & Investigational, etc. 
• 
Test claims were targeted based on ICD-9 claims that triggered a clinical policy
14 Aetna Inc. 
OP/PR Results overview: ICD-9 to ICD-10 variances 
Aetna’s high-level reporting process 
1. Parallel claims processing 
2. Initial variance identification 
3. Aetna detailed review 
4. Final categorization 
Key Metrics 
Outpatient 
Professional 
Total 
# of Claims with a Variance 
1.3% 
2.3% 
1.7% 
Aetna Reviewed Variance Source to Determine Variance Categories 
Uncontrollable Variance 
0 
0.2% 
< 0.1% 
Controllable: Provider Coding Variance 
1.2% 
1.9% 
1.5% 
Controllable: Test Environment Variance 
< 0.1% 
0.2% 
< 0.1% 
Key metrics from collaborative testing
15 Aetna Inc. 
Aetna demonstrated the ability to receive and process outpatient & professional claims, and validated internal testing that showed accurate clinical policy remediation and minimal impact to these claim types 
Key Outpatient/Professional Findings 
• 
98% of claims showed no variance in outcomes when comparing ICD-9 results to ICD-10 results 
• 
Only 1 claim demonstrated an uncontrollable variance 
• 
The remaining variances were caused by provider coding inconsistencies and test environment issues 
o 
Gender change between the ICD-9 and ICD-10 claim 
o 
Submission of Diagnosis or CPT codes not associated to the previously submitted ICD-9 Diagnosis or CPT codes 
o 
Aetna manual processing issues related to the test environment 
98.3% 
1.7% 
0.1% 
0.1% 
1.8% 
Professional / Outpatient Results 
No Variance 
Controllable: Provider coding 
Controllable: Test environment 
Uncontrollable 
All Claims 
Claims with Variance
16 Aetna Inc. 
ICD-10 
• 
These variances are associated with accurately coded ICD-10 claims that demonstrated a clinical policy change due to the new code set 
• 
These changes will continue in ICD-10 Example Less specific ICD-10 codes: Coding claims with “many to one” code mappings can result in valid clinical policy changes. 
• 
Procedure 76825 (Echocardiography related) is evaluated for Experimental & Investigational (E&I) designation based on accompanying diagnosis codes 
• 
Two ICD-9 diagnosis codes map to one ICD-10 code. One of the ICD-9 codes is included in the E&I rule Clinical Policy Bulletin 106: Test Claims 
Uncontrollable Variance 
ICD-9: 793.99 
ICD-9: 793.2 
ICD-10: R93.8 
ICD-9 
ICD-9: 793.2 
CPT: 76825 
CPT: 76825 
ICD-10: R93.8 
Allowed 
Denied
17 Aetna Inc. 
Key learnings 
Aetna insights 
Testing Partner insights 
Aetna’s key findings through testing with providers include the following: 
• 
In inpatient testing, ICD-9 to ICD-10 DRG variance was significantly higher when testing natively coded claims than in earlier modeling. However, this variance was largely caused by controllable sources of variance 
• 
Outpatient and professional claims were tested to verify consistent application of clinical policies. These claims have shown a very low rate of ICD-9 to ICD-10 variance, most of which have also been determined to be controllable. 
• 
Aetna has successfully conducted end-to-end electronic transactions of ICD-10 files with numerous partners, confirming the ability to receive and submit clean ICD-10 transactions. 
Aetna’s test partners have noted the following learnings and key process details related to testing: 
• 
Collaboration has enabled providers to enhance training by identifying gaps and training scenarios. 
• 
ICD-10 coding has significantly impacted coder productivity. (>30% cited) 
• 
Medical record specificity was cited as a challenge by a minority of partners. 
• 
Use of non-standard coding processes (for example, contract coders) has often contributed to higher variances. 
• 
Computer-automated coding (CAC) systems have not been incorporated into testing by the majority of partners thus far.
Aetna Inc. 
Thank you

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Aetna icd 10 collaborative testing Nov 2014

  • 1. Brian Parkany November 21, 2014 Aetna’s ICD-10 Collaborative Testing – Approach, Results, and Lessons Learned Quality health plans & benefits Healthier living Financial well-being Intelligent solutions
  • 2. 2 Aetna Inc. Agenda • Aetna ICD-10 program overview • Provider collaboration approach • Inpatient claim results • Outpatient / Professional claim results • Lessons learned
  • 3. 3 Aetna Inc. Aetna overview ICD-10 impact • ~ 150 internal systems impacted • ~ 250 business-developed applications impacted • > 4,000 contracts impacted • ~ 60 software vendors impacted ICD-10 program Began ICD-10 program in early 2010 Application remediation nearly complete Focused on testing and business readiness On track for October 2015* compliance *Per Senate vote on H.R. 4302, HHS cannot adopt ICD-10 until at least 10/1/15.
  • 4. 4 Aetna Inc. Aetna’s ICD-10 strategy • Compliance: Aetna is planning to be fully compliant with ICD-10 regulation. • Flexibility: We are building a flexible solution that will allow us to accommodate any transition timeline that CMS may choose to implement. • Collaboration: We are prepared to collaborate on testing strategies and analysis of potential financial impacts.
  • 5. 5 Aetna Inc. Aetna’s objectives for ICD-10 compliance Aetna will implement reliable system and process changes to support valid and consistent outcomes after the transition. Aetna’s ICD-10 compliance goals Reliability ‘’Nuts and bolts work” Validity and consistency “Consistent ICD-10 translation”  Technology changes  Infrastructure changes  Business rule updates  End-to-end testing  ICD-10 pre-authorizations  Accurate claims processing  Effective medical management  Consistent financial outcomes We have built a flexible solution that will allow us to accommodate any transition timeline that CMS may choose to implement.
  • 6. 6 Aetna Inc. Aetna’s collaborative testing approach
  • 7. 7 Aetna Inc. IP Results overview: ICD-9 to ICD-10 variances Aetna’s high-level reporting process 1. Parallel claims processing 2. Initial variance identification 3. Joint root cause analysis 4. Final categorization Key metrics Cycle 1 Cycle 2 Cycle 3 Cycle 4 Cycle 5 Aggregate Initial % of claims with DRG change 10.5% 13.7% 22.4%* 16.7% 17.3% 16.6%** Initial DRG weight change 0.2% increase 0.2% increase 4.5% increase 1.5% increase 2.1% increase 1.7% increase Aetna and providers jointly reviewed the root cause of the variance to determine final category. Uncontrollable change (% of claims) 1.9% (18% of variances) 1.8% (13% of variances) 1.5% (7% of variances) 2.9% (18% of variances) 3.7% (21% of variances) 2.7% (16% of variances) Controllable: provider coding change (% of claims) 8.1% (77% of variances) 9.7% (71% of variances) 18.5% (83% of variances) 11.1% (67% of variances) 10.9% (63% of variances) 11.5% (69% of variances) Controllable: test environment change (% of claims) 0.5% (5% of variances) 2.2% (16% of variances) 2.4% (11% of variances) 2.6% (16% of variances) 2.8% (16% of variances) 2.4% (15% of variances) *Excluding one outlier provider with a 33% variance rate, cycle 3 would have a 14% DRG variance rate and a 2.6% DRG weight increase. **Aggregate variance figures are a weighted average of each cycle’s results.
  • 8. 8 Aetna Inc. Observed variances Claims demonstrating DRG variance have been categorized based on the variance source. 69% 15% 16% Controllable: Provider coding Controllable: Test environment Uncontrollable
  • 9. 9 Aetna Inc. Provider coding variances • The majority of test variance is caused by inaccurate coding by providers. • Some level of these inaccuracies exists today in ICD-9. • ICD-10 mistakes will likely be more common for providers early in their learning curve. Examples • Missing diagnosis or procedure codes • Incorrect diagnosis or procedure codes • Incorrect sequencing of codes Observed variances 69% 12% 11% Provider coding variances
  • 10. 10 Aetna Inc. Test environment variances • These issues are isolated to the Aetna or provider test environment and will not be present in ICD-10. Examples • Table updates • Vendor-related issues or updates Observed variances 77% 15% 11% Test environment variances
  • 11. 11 Aetna Inc. Uncontrollable variances • These variances are associated with accurately coded ICD-10 claims that demonstrated a DRG change due to the new code set grouping. • These changes will continue in ICD-10. Examples • More specific ICD-10 codes: Coding claims with “one to many” code mappings can result in valid DRG changes. • Less specific ICD-10 codes: Coding claims with “many to one” code mappings can result in valid DRG changes. • Non-equivalent ICD-10 match: Coding claims with no equivalent ICD-9 to ICD-10 code mapping can result in valid DRG changes. Observed variances 77% 12% 16% Uncontrollable variances
  • 12. 12 Aetna Inc. Variance source by MDC (cycles 1-5) MDCs with a minimum of 30 test claims are included. Test environment variances are excluded. 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 1 - Nervous System 3 - Ear, Nose, Mouth And Throat 4 - Respiratory System 5 - Circulatory System 6 - Digestive System 7 - Hepatobiliary 8 - Musculoskeletal 9 - Skin, Subcutaneous Tissue And Breast 10 - Endocrine, Nutritional And Metabolic 11 - Kidney And Urinary Tract 13 - Female Reproductive System 14 - Pregnancy/Childbirth 15 - Newborn 16 - Blood Immunological DDs 17 - Myeloproliferative DDs 18 - Infectious and Parasitic DDs 19 - Mental DDs 21 - Injuries/Toxic Effect of Drugs 23 - Factors Influencing Health Status PRE - Intestinal Transplant % of claims with DRG change Variance source % by MDC (cycles 1-5) % Provider Coding Variances % Uncontrollable Variances
  • 13. 13 Aetna Inc. Aetna ICD-10 Outpatient / Professional Testing Overview Goals 1. Validate the ability to intake and accurately process both professional and outpatient ICD-10 claims sent from provider partners 2. Compare ICD-9 and ICD-10 results from a Clinical Policy perspective Background • Professional and outpatient claims are not priced based on ICD codes, therefore pricing should not change based the ICD-10 code set • Aetna’s clinical policies consider diagnosis and procedure codes when applying rules such as Cosmetic, Experimental & Investigational, etc. • Test claims were targeted based on ICD-9 claims that triggered a clinical policy
  • 14. 14 Aetna Inc. OP/PR Results overview: ICD-9 to ICD-10 variances Aetna’s high-level reporting process 1. Parallel claims processing 2. Initial variance identification 3. Aetna detailed review 4. Final categorization Key Metrics Outpatient Professional Total # of Claims with a Variance 1.3% 2.3% 1.7% Aetna Reviewed Variance Source to Determine Variance Categories Uncontrollable Variance 0 0.2% < 0.1% Controllable: Provider Coding Variance 1.2% 1.9% 1.5% Controllable: Test Environment Variance < 0.1% 0.2% < 0.1% Key metrics from collaborative testing
  • 15. 15 Aetna Inc. Aetna demonstrated the ability to receive and process outpatient & professional claims, and validated internal testing that showed accurate clinical policy remediation and minimal impact to these claim types Key Outpatient/Professional Findings • 98% of claims showed no variance in outcomes when comparing ICD-9 results to ICD-10 results • Only 1 claim demonstrated an uncontrollable variance • The remaining variances were caused by provider coding inconsistencies and test environment issues o Gender change between the ICD-9 and ICD-10 claim o Submission of Diagnosis or CPT codes not associated to the previously submitted ICD-9 Diagnosis or CPT codes o Aetna manual processing issues related to the test environment 98.3% 1.7% 0.1% 0.1% 1.8% Professional / Outpatient Results No Variance Controllable: Provider coding Controllable: Test environment Uncontrollable All Claims Claims with Variance
  • 16. 16 Aetna Inc. ICD-10 • These variances are associated with accurately coded ICD-10 claims that demonstrated a clinical policy change due to the new code set • These changes will continue in ICD-10 Example Less specific ICD-10 codes: Coding claims with “many to one” code mappings can result in valid clinical policy changes. • Procedure 76825 (Echocardiography related) is evaluated for Experimental & Investigational (E&I) designation based on accompanying diagnosis codes • Two ICD-9 diagnosis codes map to one ICD-10 code. One of the ICD-9 codes is included in the E&I rule Clinical Policy Bulletin 106: Test Claims Uncontrollable Variance ICD-9: 793.99 ICD-9: 793.2 ICD-10: R93.8 ICD-9 ICD-9: 793.2 CPT: 76825 CPT: 76825 ICD-10: R93.8 Allowed Denied
  • 17. 17 Aetna Inc. Key learnings Aetna insights Testing Partner insights Aetna’s key findings through testing with providers include the following: • In inpatient testing, ICD-9 to ICD-10 DRG variance was significantly higher when testing natively coded claims than in earlier modeling. However, this variance was largely caused by controllable sources of variance • Outpatient and professional claims were tested to verify consistent application of clinical policies. These claims have shown a very low rate of ICD-9 to ICD-10 variance, most of which have also been determined to be controllable. • Aetna has successfully conducted end-to-end electronic transactions of ICD-10 files with numerous partners, confirming the ability to receive and submit clean ICD-10 transactions. Aetna’s test partners have noted the following learnings and key process details related to testing: • Collaboration has enabled providers to enhance training by identifying gaps and training scenarios. • ICD-10 coding has significantly impacted coder productivity. (>30% cited) • Medical record specificity was cited as a challenge by a minority of partners. • Use of non-standard coding processes (for example, contract coders) has often contributed to higher variances. • Computer-automated coding (CAC) systems have not been incorporated into testing by the majority of partners thus far.