US · guidance
CMS Pub. 100-08, ch. 3, § 3.7.3.2
Evaluating Effectiveness of Established Automated Edits
This section applies to MACs.
MACs shall consider the following factors when looking at edit effectiveness for
established automated edits:
• Time and staffing needs for review and appeal reviews. MACs
shall implement mechanisms (e.g., manual logs, automated
tracking systems) to allow the appeals unit to communicate to the
MR unit information such as when denial categories are causing
the greatest impact on appeals, the outcome of the appeal, and
• MACs shall maintain and make available to the appropriate CMS
staff documentation demonstrating that they consider appeals in
their edit evaluation process; and specificity of edits in relation to
identified problem(s).
The MACs should note that even an automated edit that results in no denials may be
effective as long as the presence of the edit is not preventing the installation of other
automated edits. The MAC shall provide the claims data necessary to the UPIC to
evaluate the effectiveness of edits implemented at UPIC request. The MACs shall
provide this report on a monthly basis by the 15th business day of each month. This
requirement could also be met by the UPICs retrieving claim data necessary directly from
the EDC if available.
A. Edit Effectiveness for all Other Edits
The MACs shall consider the following factors when looking at edit effectiveness for all
other edits:
• Time and staffing needs for review and appeal reviews. MACs
shall implement mechanisms (e.g., manual logs, automated
tracking systems) to allow the appeals unit to communicate to the
MAC MR unit and the UPIC just specific to UPIC edits
information such as which denial categories are causing the
greatest impact on appeals, and the outcome of the appeal. MACs
shall maintain and make available to CMS documentation
demonstrating that appeal outcomes are considered in their edit
evaluation process;
• Specificity of edits in relation to identified problem(s);
• Demonstrated change in provider behavior, i.e., the MAC can show
a decrease in frequency of services per beneficiary, the decrease in
the number of beneficiaries receiving the services, the service is no
longer billed, or another valid measure can be used to reflect a
change in provider behavior over time;
• Impact of educational or deterrent effect in relation to review costs;
and
• The relative priorities or competing edits in terms of the number of
claims/days/charges.
The MACs shall test each edit before implementation to verify that the edit accomplishes
the objective of efficiently selecting claims for review and to determine the edit’s impact
on workload.
History
(Rev. 10365; Issued: 10-02-20; Effective: 08-27-20; Implementation: 08-27-20)
Provenance
- Source
- cms.gov
- Retrieved
- 2026-08-25
- Edition
- iom-2026-08-25
- Content hash
1108e8cc67adc01a77ea315fca5fbe9ac600fda42ef0a8894de27e624ce62be5
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