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Developing a Dashboard to Monitor
the Reimbursement Cycle in
Healthcare
Case Study: Monitoring Pharmacy
Measures for Admissions,
Adjudication, Billing Services and
Collections
Content
• Method
• Logical Design
• Physical Design
• Case Study
• Data Transformation
• Implementation
Method
• Establish Performance Metrics Committee
• Identify Transactional Data
• Determine Measures & Benchmarks
• Create New Data Source
• Develop Front-end for Users
Performance Metric Committee
• Choose committee members from each
business function or process
• Identify measures for each process
• Gauge the impact for each measure and set
benchmarks/metrics
Transactional Data
• Dashboards use daily transactional data to
measure impact of workflow or processes
• Transactional data must be easily obtainable
• Data should be summarized to aggregate
levels
• The interface between the data source and
dashboard should be seamless
Measures & Benchmarks
• Measures should indicate financial,
productive, efficiency or quality impact on
the business process
• Measures should easily roll-up to
summarize or drill-down for detail
Data Source
• Data should be transactional data
• Source must be a relational database
• Database tables should have primary keys
that are easily joined
Logical Design
PharmaciaPharmacia
LTC
Central
LTC
Central
LTC
Central2
LTC
Central2
LTC
East
LTC
East
LTC
East1
LTC
East1
LTC
West2
LTC
West2
PharmacyPharmacy PharmacyPharmacy PharmacyPharmacy PharmacyPharmacy PharmacyPharmacy
LTC
East2
LTC
East2
PharmacyPharmacy
Ltceast1.ws
Dashboard
ODBC
LTC400
Query
Physical Design
MSQuery
Pharmacy RBO
HTTP---PCANETWEB-.URL
Case Study
PharMerica a subsidiary of
AmeriSourceBergen
Background
• PharMerica is an institutional pharmacy
service with 83 pharmacies, nationally
• Eight regional business offices RBOs
serving 83 pharmacies
• Each RBO provides admissions,
adjudication, billing and collections
Admissions
Query Files
• T01 POE Billing File
• T02 Resident File
• T03 Resident Drug Billing
Hierarchy
• T04 Pharmacy Order
Entry File
Criteria
• T01.Financial Plan equal
to NEW, NUADD or
PEND
• T03.Thru Date = zero
• T01.Include all record
were date-of-service equal
to or greater than current
calendar year
• T01 Billing Amount > 0
Ltccent.as4
new resident
PEND
Verify Payor
Source and change
Hierarchy Status
Pharmacy enters resident
Status information in
POE Billing
File as PEND and a zero
thru date
Admissions coordinator
Verifies payor source, updates
hierarchy and enters a
thru date for resident
Admissions
PEND status is removed
once thru date is no longer
equal to zero
Claim Denials
Query Files
• T01 OmniSYS claim file
• T02 Adjudication Reject
File
• T03 POE Billing File
Criteria
• T01. Current conditions
equal to INER or DEND
status
• T01.Include all records
from any date-of-service
• The financial plan in file
T01 must equal the plan
in file T03
• T03.Billing Amount > 0
Manual Billing
Query Files
• T01 OmniSYS claim file
• T02 POE Billing File
Criteria
• T01.Current conditions
equal to 'REMN' 'MNAP'
'MCLM' 'MBIL'
• T01.Include all records
from any date-of-service
• T02.Billing Amount
remaining > 0
Collections
Query Files
• T01 A/R Balance forward
file
• T02 Resident RP file
• T03 Resident File
• T04 Financial plan file
• T05 Facility File
Criteria
• T04.Payor source equal to
private
• T02. Find fields were the
responsible party
information is blank for
the address, city, state and
ZIP code
• T01.Residents last name
not equal to ‘House
Account’
Measures
PEND MANUAL
BILLING
POS
CLAIM
DENIALS
ERROR REVERSAL
DENIED
REVERSAL
APPROVED
Billed Amount
$
X X X X X X
Denial Codes
x
Manual Billing
Status x
Billing Date
x
Date-of-
Service x x
Statistics
PEND MANUAL
BILLING
POS CLAIM
DENIALS
ERROR REVERSAL
DENIED
REVERSAL
APPROVED
DSO X X
> 60 d X X
> 120 d X X
Targets > 48
HRS
1.5 ADR 0.25 ADR
Data Transformation
Developing AS/400 Query Scripts
Dashboard
Dashboard
Dashboard
Dashboard
Dashboard
Dashboard
Dashboard
Dashboard
Dashboard
Dashboard
Dashboard
Dashboard
Dashboard
Dashboard
Dashboard
Dashboard

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Dashboard

Editor's Notes

  1. Measures can be empirical for example missing statement information used as marker for productivity of collection efforts or admission process quality
  2. ERROR
  3. Run queries
  4. Refresh Pivot Tables for all regions