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Data Mining Your Credit Data Mining Your Credit Balances – Balances – How to Find the How to Find the GOLD GOLD Maryland Chapter of AAHAM Monthly Meeting The Hotel at Arundel Preserve December 19, 2014

Data Mining Your Credit Balances – How to Find the GOLD Maryland Chapter of AAHAM Monthly Meeting The Hotel at Arundel Preserve December 19, 2014

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Page 1: Data Mining Your Credit Balances – How to Find the GOLD Maryland Chapter of AAHAM Monthly Meeting The Hotel at Arundel Preserve December 19, 2014

Data Mining Your Credit Balances – Data Mining Your Credit Balances – How to Find the How to Find the GOLDGOLD

Maryland Chapter of AAHAM

Monthly Meeting

The Hotel at Arundel Preserve

December 19, 2014

Page 2: Data Mining Your Credit Balances – How to Find the GOLD Maryland Chapter of AAHAM Monthly Meeting The Hotel at Arundel Preserve December 19, 2014

Magnitude Of The Credit Balance ProblemMagnitude Of The Credit Balance Problem

• Hospitals with annual revenues of $100 million can generate $3 million of new credit balances each year.

• Nation-wide, more than $10 billion in new credit balances are created by each year.

• A large teaching facility or health system may require 10 FTEs just to resolve the new credit balances that are created each year.

• Cost to cut a refund check? $10, $15…up to $35 !!!!!

Page 3: Data Mining Your Credit Balances – How to Find the GOLD Maryland Chapter of AAHAM Monthly Meeting The Hotel at Arundel Preserve December 19, 2014

Causes of Credit BalancesCauses of Credit Balances

•Front-end efficiencies/Increase up-front collections

•Complex reimbursements/Multiple insurance coverage

•Back-end resolution of overpayments has not kept pace with front-end improvements

•Staffing required to manually resolve credit balances far exceeds available resources

• Typical focus is on resolving high dollar overpayments • Allowance errors are not prioritized• Thousands of small balance Patient overpayments continue to build,

prohibiting efficient processing

Page 4: Data Mining Your Credit Balances – How to Find the GOLD Maryland Chapter of AAHAM Monthly Meeting The Hotel at Arundel Preserve December 19, 2014

Why are so Many Staff Hours RequiredWhy are so Many Staff Hours Required to Resolve Credit Balance Accounts?to Resolve Credit Balance Accounts?

Resolving credit balances is a manual process Resolving credit balances is a manual process that requires the retrieval of documentation that requires the retrieval of documentation and the completion of various forms:and the completion of various forms:

EOB Request Forms Check / Refund Request Forms Government Forms (CMS Form 838) Refund Submission Forms to Various Payers Piles/Stacks of Greenbar printouts

April 18, 20234

Page 5: Data Mining Your Credit Balances – How to Find the GOLD Maryland Chapter of AAHAM Monthly Meeting The Hotel at Arundel Preserve December 19, 2014

Where’s the Where’s the Gold?Gold?

Allowance Adjustments

55%

Misapplied Payments

10%

Overpayment35%

Page 6: Data Mining Your Credit Balances – How to Find the GOLD Maryland Chapter of AAHAM Monthly Meeting The Hotel at Arundel Preserve December 19, 2014

Finding YOUR Finding YOUR GoldGold

Determine YOUR ratio’s

• Run reports – based on payment service codes– based on allowance service codes

(NOT based on FC, Ins Bucket or Ins Plan Code)

Review your credit balance policies/procedures to ensure findings supported– Handling of small balance write-offs for both credit and debit balances– Approval levels appropriate for today’s environment?

• Adjustment limits; Refund limits• Dollar threshold for both• Signing/approval authority for both

Page 7: Data Mining Your Credit Balances – How to Find the GOLD Maryland Chapter of AAHAM Monthly Meeting The Hotel at Arundel Preserve December 19, 2014

Mining Tool-BeltMining Tool-Belt

• People• Your Staff• 3rd Party Staff• Payer Resources

• Systems

• PAS• Ad-Hoc• Contract Management• 3rd Party System

Page 8: Data Mining Your Credit Balances – How to Find the GOLD Maryland Chapter of AAHAM Monthly Meeting The Hotel at Arundel Preserve December 19, 2014

Using the Tools - PatientUsing the Tools - Patient

DRILL into report to identify like – causes

• Matching Debit – same DOS• Matching Debit – different DOS• Open Debit – different DOS• Prepayment with no DOS• Duplicate payment

VALIDATE for accuracy (95% or higher)• Run report(s) on routine basis

AUTOMATE where possible

Page 9: Data Mining Your Credit Balances – How to Find the GOLD Maryland Chapter of AAHAM Monthly Meeting The Hotel at Arundel Preserve December 19, 2014

Risks Associated With Risks Associated With Not Resolving Patient RefundsNot Resolving Patient Refunds

Patient Dissatisfaction – Bad PR

Increased State Legislation Regarding Patient Refunds

California, Texas, North Carolina, New York…

Adverse Effect on Up-front Collections

April 18, 20239

Page 10: Data Mining Your Credit Balances – How to Find the GOLD Maryland Chapter of AAHAM Monthly Meeting The Hotel at Arundel Preserve December 19, 2014

Root Causes to Look For - PatientRoot Causes to Look For - Patient

FACILITY RESOLUTION COUNT TOTAL $

Happy Holidays Health System

Matching debit account and account has only one payment. Payment was for two accounts but was only posted to one account. 165 $ (4,694.11)

Happy Holidays Health System Matching debit account. 301 $ (62,390.29)

Happy Holidays Health System

Patient overpayment on this DOS but patient has other open debit balances. 150 $ (32,329.76)

Happy Holidays Health System Patient overpayment. 1,331 $ (457,458.87)

Happy Holidays Health System Patient prepayment. 34 $ (10,486.03)

    1,981 $ (567,359.06)

April 18, 202310

Page 11: Data Mining Your Credit Balances – How to Find the GOLD Maryland Chapter of AAHAM Monthly Meeting The Hotel at Arundel Preserve December 19, 2014

Using the Tools - AllowancesUsing the Tools - Allowances

DRILL into report to identify like–causes• Duplicate adjustment• Twice in error• Adjustment equals balance• No payments• Charges added/removed after billing• Mis-posting DOS

VALIDATE for accuracy (95% or higher)• Run report(s) on routine basis

AUTOMATE where possible

Page 12: Data Mining Your Credit Balances – How to Find the GOLD Maryland Chapter of AAHAM Monthly Meeting The Hotel at Arundel Preserve December 19, 2014

Root Causes to Look For - AllowancesRoot Causes to Look For - Allowances

FACILITY RESOLUTION COUNT TOTAL $

Happy Holidays Health System

Account has no payments. Possible allowance posting error or charges were over adjusted. 165 $ (122,863.52)

Happy Holidays Health System Adjustment equals account balance. 620 $ (282,477.61)

Happy Holidays Health SystemAdjustment was posted two times in error. 775 $ (209,747.24)

Happy Holidays Health SystemCharges were adjusted off incorrectly. 327 $ (39,120.83)

Happy Holidays Health SystemTotal adjustments meet or exceed total charges. 912 $ (279,412.88)

2,799 $ (933,622.08)

April 18, 202312

Page 13: Data Mining Your Credit Balances – How to Find the GOLD Maryland Chapter of AAHAM Monthly Meeting The Hotel at Arundel Preserve December 19, 2014

Using the Tools – Payer Using the Tools – Payer

Review contracts• Timely filing/look-backs• Late charges• Charges removed• Check or take-back?– Segregate process accordingly

Appeal CorrespondenceNo response = Payer retraction. Keep your money!

Make use of a “Free Labor” resourceFree labor to provider = Reduced costs

April 18, 202313

Page 14: Data Mining Your Credit Balances – How to Find the GOLD Maryland Chapter of AAHAM Monthly Meeting The Hotel at Arundel Preserve December 19, 2014

Risks Associated With Risks Associated With Not Resolving Credit BalancesNot Resolving Credit Balances

• Criminal/Civil Penalties

• Mis-stated Profit

• Mis-stated Revenue

• Negative Management Letter Comments

• Patient Dissatisfaction

April 18, 202314

Page 15: Data Mining Your Credit Balances – How to Find the GOLD Maryland Chapter of AAHAM Monthly Meeting The Hotel at Arundel Preserve December 19, 2014

Benefits to Using Automation to Resolve Benefits to Using Automation to Resolve Credit Balance AccountsCredit Balance Accounts

• Allows the Provider to process outstanding backlog of credit balances without having to add additional staff

• Greatly reduces the costs associated with processing credit balance accounts

• Minimizes the possibility of manual errors and potential fraudulent activity

• Ensures ongoing, timely processing of credit balances

• Simplifies and speeds up daily procedures

April 18, 202315

Page 16: Data Mining Your Credit Balances – How to Find the GOLD Maryland Chapter of AAHAM Monthly Meeting The Hotel at Arundel Preserve December 19, 2014

Types of Credit Balance Accounts Types of Credit Balance Accounts that that can be Automatedcan be Automated

• Mis-posted Contractual Adjustments

• Mis-posted Payments/Payment Transfers

• Patient Refunds

Page 17: Data Mining Your Credit Balances – How to Find the GOLD Maryland Chapter of AAHAM Monthly Meeting The Hotel at Arundel Preserve December 19, 2014

How Does Automation Work?How Does Automation Work?

Automation is a process used to resolve large volumes of patient refunds or mis-posted allowances without any human interaction.

Scoring algorithms are used to identify accounts that have patient overpayments or mis-posted allowances

Transaction files are created that are then batch uploaded into the providers patient accounting system to resolve the credit balance accounts

Page 18: Data Mining Your Credit Balances – How to Find the GOLD Maryland Chapter of AAHAM Monthly Meeting The Hotel at Arundel Preserve December 19, 2014

CCF Case StudyCCF Case Study

• In 2007, CCF identified a large number of outstanding credit balances that were overpaid by patients

• 29,000 accounts affected• 24,000 patient refunds due• $890,000

• CCF set a goal to resolve all outstanding patient refunds within a one year period

• Estimated total cost to manually resolve all current patient refunds was $170,000 to $200,000

• Prior to implementing automation, CCF staff performed a statistical sample of potential patient refunds to ensure that the accuracy rate was 99% or higher

Page 19: Data Mining Your Credit Balances – How to Find the GOLD Maryland Chapter of AAHAM Monthly Meeting The Hotel at Arundel Preserve December 19, 2014

ResultsResults

• CCF processed 24,000 patient refund checks over a three month period at a total cost of $27,000. A savings of $173,000 based on the initial estimate.

• CCF continues to process patient refunds on a weekly basis through an automated process. On average 800 patient refunds are processed through automation on an ongoing weekly basis.

April 18, 202319

Page 20: Data Mining Your Credit Balances – How to Find the GOLD Maryland Chapter of AAHAM Monthly Meeting The Hotel at Arundel Preserve December 19, 2014

Impact to CCFImpact to CCF

• Gross Days in Credit Balance – 2004• Hospital = 2.6• Physicians = 7.3

• Gross Days in Credit Balance – 2009• Hospital = 1.2 (54% reduction)• Physicians = 4.1 (44% reduction)

• Total FTE Savings Since 2005 = 50 FTE’s

• Increased patient satisfaction

April 18, 202320

Page 21: Data Mining Your Credit Balances – How to Find the GOLD Maryland Chapter of AAHAM Monthly Meeting The Hotel at Arundel Preserve December 19, 2014

DISCUSSIONDISCUSSION

April 18, 202321

Page 22: Data Mining Your Credit Balances – How to Find the GOLD Maryland Chapter of AAHAM Monthly Meeting The Hotel at Arundel Preserve December 19, 2014

CONTACT INFORMATIONCONTACT INFORMATION

THANK YOU!!!THANK YOU!!!

Kathy Sandora – CRCE

Executive Director, CBAS Operations

CDR Associates, LLC

443-904-4361

[email protected]

Ken Krieger

Senior Sales Executive

CDR Associates, LLC

412-260-9924

[email protected] 18, 202322