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CAC: Understanding the Technology and Lessons Learned from Early
Adopters and
“The Next Big Thing”: Core Measures and Quality Reporting
Matt Turner, Regional Manager, Dolbey [email protected]
What is Computer-Assisted Coding?
**Delving into Computer-Assisted Coding, American Health Information Management Association (AHIMA)
As defined by The American Health Information Management Association (AHIMA), Computer-Assisted Coding is “The use of computer software that automatically generates a set of medical codes for review, validation, and use based upon clinical documentation.”
** There are CAC solutions in the market today that do not meet this basic definition and do not suggest codes. Remember, just because a solution is marketed as CAC, does not mean it meets the criteria that AHIMA has defined.
Universal Truths About CAC
CAC:
•Is a coder productivity tool
•Will not eliminate coders**
•Will not eliminate the encoder, but it will change how you work with it!
•Not all CAC solutions are created equally
How Can CAC Help HIM/CDI?
• Streamlined workflow
• Increased coder productivity/automation
• Reduced need for outsourcing
• Increased query efficiency/response rate
• Detailed reporting and audit trails
• AutoClose ***
• Caution Codes, searchable text, electronic worksheets
How Does CAC Work?
CAC utilizes Natural Language Processing*
• All text based documentation in the medical record is considered
• Potential diagnoses and procedures are identified
• Diagnoses and procedures are converted into ICD-10 and/or CPT codes
• HIM coder reviews and validates the suggested codes
• Reporting and Analytics allows for fine tuning of NLP engine
* Not all “CAC” solutions utilize NLP
What is AutoClose?
AutoClose is the ability to have a very specific type of chart bypass coders and go straight to billing.
When is this an option:
• High volume Ancillary charts such as single code Labs and Radiology
• Relevant documentation is consistent and electronic
• The site is comfortable with the technology and concept
AutoClose Site Overview
• Site was under-staffed in Coding Department
• Hospital was acquiring several area imaging and laboratory practices and the in-house support services were to absorb the volume
• AutoClose 84% of LAB accounts weekly (5k+)
• Over a 19% decrease in AR days, directly attributable to CAC
Additional AutoClose sites
• 79% LAB accounts weekly
• 96% of total CARDIAC REHAB accounts
• Additional AutoClose options
– Screening Mammograms
– Radiology
– Sleep Lab
CAC Benefits Beyond HIM
Revenue Cycle
• Reduced AR days and DNFB
• Improved reporting/GAP analysis
• Automated Recovery Resubmission, not part of all CAC solutions
CDI
• Concurrent DRG
• Automated workflow
• Pre-discharge query capabilities/caution codes
Core Measures Reporting
• Auto case identification
• Electronic data submission
• Skip logic
Lessons Learned from Early Adopters
• Interfaces
• Coding Partner
• Testing, training, short term post go-live productivity drop
• Testing Resources
• Need knowledge of coding and downstream systems
• Document existing workflows and productivity
• Project Management
• IT Resources
• Workstation set-up, interfaces, setting up training PC’s
• Executive level support/buy-in
Covenant Health Case Study
ABOUT COVENANT HEALTH
• Not-for-Profit Health System Headquartered in East Tennessee
• Bed Size: 1,950
• 10 Acute Care Hospitals, Home Health, Cancer Center, Behavioral Health, Physician Office Practice Management, Rehab, SNF Facilities
ABOUT COVENANT HEALTH, CONT’D. • Facility Volume:
– 80K IP Discharges
– 750K OP Visits
– 450K ED Visits
– 600K Physician Office Visits
• Dolbey Products:
– Fusion Voice, Text, Speech, Expert (since 2006)
– Fusion CAC (since January, 2014)
– Fusion CQM (Core Measures, since November 2014)
CODING TEAM, 2012 • Centralized Coding in 2012
– 80 coders, almost all work remotely
• Outsourcing the equivalent of 7 FTE’s
• 2 job titles: Coder Analyst and Coding Specialist
• Incentive Plan
• Productivity:
– 20 IP Charts
– 100 ED Charts
– 200 OP Charts
– 70 series/invasive charts
CURRENT CODING TEAM
• 60 FTE’s
• Added 2 additional hospitals, added behavioral hospital (IP/OP), Home Health, Cancer Center, Physician Offices, CDI
• Some days they are completely current for some patient types
• CMI is up .35 in some service areas
• Using CAC for quality reporting (Fusion CQM)
OUTCOMES OF CAC • Unbilled
– Before CAC $27M
– After CAC $8.4M
• CMI
– Up in Surgery Service Line by as much as .4
• CDI Post Discharge Queries
– Down across the board
• Audits 1st and 2nd quarter best ever: 99% overall
• Standard process and workflow for coding
CAC SAVINGS • Productivity
– Before CAC 65.6%
– YTD 105.4%
• Cost per coded point
– Before CAC $1.97
– YTD $1.80
• Unbilled due to uncoded
– Before CAC 2 AR Days
– YTD .6 AR Days
• YTD Coded Chart Volume up 18.5%
PRODUCTIVITY STATS
20
100
175
200
260
40
70
Charts per 8hr Day
Core Measures Reporting and the Financial Impact to
Hospitals
What are Clinical Quality Measures (CQM)?
• CQMs measure health care:
– Processes
– Observations
– Treatments
– Outcomes
CQMs are designed to quantify quality
CQM/Quality Reporting
• IQR/OQR
• eCQM
• PQRS
• Patient Safety Indicators (PSI)
• Infection Control **
• Antibiotic Stewardship **
**2017
IQR/OQR Core Measure Sets
• Stroke
• Venous Thromboembolism (VTE)
• Perinatal Care (MANDATORY)
• Substance Abuse
• Tobacco Treatment
• Hospital Outpatient Department
• AMI
• Children’s Asthma Care
• Immunization
• ED
• HBIPS
• Sepsis
IQR/OQR Reporting
• Patient ADT/BAR data is collected
• Patient population is randomly sampled
• Chart abstraction for sample population
• Questionnaire completed per patient and submitted for review
• Patient accepted, fail or exempt
• Additional abstraction/questionnaire as needed
• TJC submission via Oryx vendor or CART tool to CMS
eCQM
• eCQM refers to a clinical quality measure that requires vendors to certify their products based upon the testing specifications listed in the Certified Health IT Product List (CHPL)
Types of eCQM
• Professional vs Eligible Hospital
• Classified based on unit of scoring
– Patients vs Episodes
• Based on how the score is computed
– Proportion vs Continuous Variable
Why eCQM Reporting Matters?
• Sores and reporting have a direct impact on Meaningful Use success
• No reporting eCQM’s, your hospital will face penalties in the future for Meaninful Use and all other Quality Reporting Programs
What Do Sites Report?
• TJC facilities are required to report on a minimum of 6 measure sets
• 3 Options for TJC facilities – Option 1: Vendor submission of quarterly data on
six of nine sets of chart-abstracted measures.
– Option 2: Vendor submission of data on six of eight sets of electronic clinical quality measures (eCQMs).
– Option 3: Vendor submission of data on six measure sets using a combination of chart-abstracted measures and eCQMs
Hospital Value Based Purchasing (VBP)
VBP Overview
• Links Medicare’s payment system to a value-based system to improve healthcare quality
• Affects inpatient stays in 3,500 hospitals
• Designed so that participating hospitals are paid based quality, bit just quantity
How is VBP Funded?
• Funded by a 1.75% reduction from participating hospitals’ base operating Medicare DRG payments for FY2016
• Funds are redistributed to the hospitals based on TPS- Total Performance Scores
– Amount depends on range/distribution of all participating facilities
– Facility may earn percentage back that is less than, equal to or more than the initial reduction
VBP Domains and Weights 2016
• Clinical Process of Care (10%) – AMI-7a Fibrinolytic Therapy w/in 30 min of hospital
arrival
• Patient Experience of Care (25%) – HCAHPS- communication w/ nurses/doctors
– Overall hospital rating
• Outcome (40%) – CAUTI- Cath Associated UTI
• Efficiency (25%) – Medicare Spending per beneficiary (MSPB)
VBP Domains and Weights 2017
• Patient and Caregiver-Centered Experience of Care/Care Coordination (25%)
• Safety (20%)
• Clinical Care (30%)
– Clinical Care – Outcomes (25%)
– Clinical Care – Process (5%)
• Efficiency and Cost Reduction (25%)
VBP Domains and Weights 2018
• Patient and Caregiver-Centered Experience of Care/Care Coordination (25%)
• Safety (25%)
• Clinical Care (25%)
• Efficiency and Cost Reduction (25%)
CLIENT CQM SUCCESS STORY
Before Fusion CQM
• 35 full and part-time RN abstractors
• Sent patient population to 3rd party and waited for random sample population
• Abstracted and completed questionnaires and waited for 3rd party to provide pass/fail results
• Abstracted additional charts for any exempt
• Working 6-8 weeks post discharge
With Fusion CQM
• 3 Full-time HIM employees handle all
• Fusion CQM randomly samples and provides and automated worklist
• Electronic questionnaires with skip logic
• Working this week on last weeks discharges- nearly concurrent
• Able to see quality scores and make adjustments prior to end of quarter and submission
About Dolbey
• Privately Held Since 1914
• Offices &. Affiliates Throughout North America
Dolbey is a proven leader in …
– Transcription
– Dictation
– Speech Recognition
– CAC and Core Measures Reporting
We offer an enterprise wide – single platform solution that was awarded Best in KLAS for speech recognition in 2012, 2013, 2014, 2015/2016
Proven Leader