How Do EHRs Help Practices Prepare for MIPS Reporting?

MIPS reporting is often treated as a year-end task. In practice, the final result depends on work done during every patient visit.

A screening placed in the wrong field may not count. A missing lab result may leave a care gap open. An incorrect clinician link may place a patient under the wrong provider. These small issues can change the final report.

EHR software for MIPS reporting helps a practice manage these tasks during daily care. It can identify eligible patients, guide staff to the right fields, track results, and prepare data for submission.

The EHR does not replace practice oversight. The team must still choose suitable measures, review the reports, and confirm that CMS accepted the submission.

What Is MIPS Reporting?

The Merit-based Incentive Payment System, or MIPS, is one of the reporting tracks under the CMS Quality Payment Program. It evaluates eligible clinicians across four performance categories and converts the results into a final score. That score can affect future Medicare Part B payments.

For the 2026 performance year, the standard MIPS category weights are:

MIPS performance category	Standard 2026 weight	Basic reporting responsibility	How the EHR helps
Quality	30%	Report clinical quality measures for the full year	Captures measure data, identifies care gaps, and calculates performance
Cost	30%	No direct data submission from the practice	Supports care coordination, follow-up, and utilization review
Promoting Interoperability	25%	Report required measures and attestations using certified EHR technology	Tracks e-prescribing, information exchange, patient access, and security requirements
Improvement Activities	15%	Complete and document qualifying activities	Records workflows, participation, dates, and supporting evidence

These are the standard 2026 MIPS weights, although CMS may reweight categories for some clinicians. Traditional MIPS participants generally report six Quality measures, including an outcome or high-priority measure, or a complete specialty measure set. CMS may also calculate applicable claims-based Quality measures without direct EHR submission.

Quality data must cover January 1 through December 31, 2026. Practices generally need to report at least 75% of the denominator-eligible cases for each measure. Depending on the measure and reporting method, this may include patients from all payers, not only Medicare beneficiaries.

The 2026 performance threshold is 75 points. A score of 75 results in a neutral adjustment. Scores above 75 may receive a budget-neutral positive adjustment, while scores below 75 may receive a negative adjustment of up to 9%. Performance during 2026 affects Medicare Part B payment adjustments in 2028.

How EHR Software Helps Practices Prepare for MIPS Reporting

An EHR connects documentation, patient care, reports, and data submission. Its value depends on how well the system is set up and how consistently staff use it.

1. It Helps the Practice Confirm Who Must Report

The first step is to confirm which clinicians are MIPS eligible. The practice must also decide how each clinician will report.

A clinician might report individually or as part of a group. Other options include a MIPS Value Pathway, or MVP, and an eligible Alternative Payment Model reporting path.

The MIPS low-volume threshold also affects eligibility. A clinician generally exceeds the threshold only when all three limits are met:

• Over $90,000 in Medicare Part B allowable charges
• More than 200 Medicare Part B beneficiaries
• More than 200 covered professional services

A clinician who exceeds only one or two limits may be able to opt in. That clinician is not required to report based on the low-volume test alone.

Practices should check each clinician through the QPP Participation Status Tool. An internal provider list may become outdated after a new hire, departure, TIN change, or ownership change.

The EHR should link each patient record to the correct National Provider Identifier, tax identification number, location, specialty, and reporting group. Poor setup may place patients under the wrong clinician or leave an eligible clinician out of the report.

Beginning in 2026, a multispecialty group that chooses MVP reporting can report the MVP as one group only when it qualifies as a small practice. Larger multispecialty groups must report through subgroups, individual clinicians, or another allowed reporting structure.

2. It Places MIPS Data in the Right Chart Fields

Every MIPS Quality measure has a set of rules. The rules define which patients count, what care must be provided, and when an exclusion or exception applies.

The denominator is the group of patients or visits that qualify for a measure. The numerator is the part of that group that received the required care.

An exclusion removes a case under the measure rules. An exception records a valid reason why an expected action was not completed.

The EHR measure engine looks for specific data fields. A clinical note may state that a depression screening was completed. However, the measure may not count it when the result or follow-up plan appears only in free text.

A good EHR setup may use structured screening forms, coded diagnoses, result fields, medication lists, referral status fields, and follow-up plan fields. Staff should also have clear options for valid exclusions and exceptions.

The practice should map each selected measure to the chart. Each required data point needs a clear owner, entry field, and stage in the visit.

For example, a medical assistant may complete the screening. The clinician may then review the result and document the next step. The EHR must capture both actions in fields the measure engine can read.

This approach keeps MIPS documentation useful for patient care while giving the reporting system clean data.

3. It Adds MIPS Work to the Normal Visit Flow

MIPS works best when it fits the normal visit. Staff should not have to use a separate process for every patient.

The EHR can show a care gap before the appointment. It can open a screening form during rooming or remind the clinician to document a follow-up plan. After the visit, it can create a task for an open referral, test, or patient call.

Each prompt should have a clear purpose. Too many alerts may cause staff to dismiss them without review.

A better approach is to place each task at the point where someone can act on it. Front desk staff may confirm patient details, while medical assistants complete assigned screenings. Clinicians can review the results and document the care plan. Referral staff can then track outside care and close the loop.

Quality staff should review missing or unusual data rather than repeat work already completed by the clinical team.

This setup makes MIPS quality reporting part of normal care. It also reduces the need for large chart reviews near the end of the year.

4. It Shows Performance and Missing Data

A useful MIPS dashboard should show more than one score. It should help the practice understand why a measure is high, low, or incomplete.

The report should show the total eligible population, the number of patients who met the measure, valid exclusions, missing fields, and data completeness. The team should also be able to review results by patient, clinician, and practice site.

Performance and data completeness are not the same. A practice may have a high performance rate for the cases it reported. It can still fail the data-completeness rule when too many eligible cases are missing.

For 2026, Traditional MIPS Quality generally requires data for at least 75% of the total eligible population. A measure that does not meet data completeness generally earns zero points. Small practices generally receive three points instead.

The practice should review reports each month. A useful monthly process includes:

• Run each selected measure report.
• Review patients who did not meet the measure.
• Check records with missing fields.
• Compare a sample of charts with the dashboard.
• Correct the workflow or measure mapping.

A patient-level review helps the team find the real cause of a gap. The cause may be missed care, incomplete documentation, missing interface data, or an EHR setup error.

5. It Supports Promoting Interoperability

Promoting Interoperability, or PI, makes up 25% of the standard MIPS score. This category depends heavily on the EHR and its certified features.

For 2026, most participants must use certified EHR technology and collect PI data for at least 180 continuous days. They must also provide a CMS EHR Certification ID, report the required measures, and complete the required attestations.

Some clinicians may qualify for automatic category reweighting. Others may receive an approved hardship exception.

Practices should confirm the exact EHR product and version through the Certified Health IT Product List, or CHPL. The CHPL is the official list of products tested and certified through the ONC Health IT Certification Program.

CEHRT is required for the Promoting Interoperability category. It is also required when the practice reports electronic clinical quality measures, or eCQMs, for the Quality category. Other Quality collection types may follow different technology rules.

PI reporting covers objectives related to:

• Electronic Prescribing
• Health Information Exchange
• Provider to Patient Exchange
• Public Health and Clinical Data Exchange
• Protect Patient Health Information

These functions should be tested before the 180-day reporting period begins. Staff should confirm that interfaces work, patients can access their information, and exchange reports are complete. A broken interface discovered late in the year may leave little time to correct the problem.

Practices must also complete two required “Yes” attestations for the Security Risk Analysis measure and a “Yes” attestation for the High Priority Practices SAFER Guide measure.

6. It Helps Prove Improvement Activities

Improvement Activities reward work that improves care, safety, access, or practice operations.

Improvement Activities generally require a continuous 90-day performance period unless the activity specification states otherwise. October 3, 2026, is the last day to start a 90-day activity that ends on December 31.

Under standard Traditional MIPS, most participants need two activities for full credit. Those with small-practice, rural, non-patient-facing, or health professional shortage area status generally need one.

MVP participants also report one Improvement Activity from their selected MVP.

An EHR may support an activity through referral tracking, care plans, medication review, portal use, follow-up worklists, or population health reports.

The practice should save proof while the work is underway. This proof may include patient lists, workflow reports, policies, portal messages, screenshots, meeting notes, and clear start and end dates.

A final attestation without supporting records may be difficult to defend during a later CMS review.

7. It Supports Data Validation and Submission

The EHR captures clinical data and may calculate measure results. A Qualified Registry or QCDR may validate, combine, and submit that data to CMS. The practice should confirm which system performs each step.

Some systems submit data directly. Others create an export or send the data through a Qualified Registry or Qualified Clinical Data Registry, commonly called a QCDR.

Practices using a third party should confirm that the organization appears on CMS’s current Qualified Registry or QCDR list and supports the selected measures, reporting option, and clinician structure.

For the 2026 performance year, the QPP submission window opens January 4, 2027, and closes March 31, 2027. Practices should not wait until the final day to review submission errors or missing clinicians.

Before submission, review:

• Clinician names, NPIs, and tax IDs
• The reporting method and measure versions
• Eligible patient and numerator counts
• Exclusions, exceptions, and missing data
• Promoting Interoperability results
• Improvement Activity records

The team must also know who will complete the final submission. Some vendors only create the file. Others pass the data to a registry or submit it after the practice approves the results.

After the data is sent, check its status in QPP. Review each error or warning and confirm that all expected clinicians were included. The practice should then save the CMS confirmation with the final EHR report.

An exported file does not prove that CMS accepted the data.

8. It Supports the Cost Category Indirectly

The EHR can help the practice review hospital follow-up, repeat tests, emergency use, referral patterns, medication management, and chronic care. However, CMS decides which Cost measures apply and calculates the score from Medicare claims. 

A clinician must meet the case minimum for at least one Cost measure to receive a Cost score. When no Cost measure meets attribution requirements, Cost counts as 0% of the final score, and the remaining categories are weighted under applicable MIPS rules.

What Should a 2026 MIPS Reporting Workflow Look Like?

A strong MIPS reporting workflow runs throughout the year. Early setup protects the full-year Quality reporting period, while monthly checks give the practice time to correct errors.

Reporting phase	Main actions	Expected EHR output
Planning	Confirm eligibility, participation method, category weights, and reporting entity	Accurate clinician and group setup
Measure selection	Review patient volume, specialty fit, benchmarks, and available data	Baseline measure reports
Configuration	Map fields, update templates, assign staff responsibilities, and test calculations	Validated measure logic
Monthly monitoring	Review performance, data completeness, missing records, and patient-level gaps	Current dashboards and worklists
Midyear validation	Compare dashboard results with sample charts and source data	Error and correction log
Final quarter	Close reasonable care gaps, confirm Promoting Interoperability (PI) period, complete activities, and organize evidence	Final performance and evidence files
Submission preparation	Reconcile clinician lists, measures, counts, and submission method	Submission-ready data
Post-submission	Save confirmation records, final reports, and supporting documents	Audit-ready reporting archive

When selecting Quality measures, practices should review more than clinical relevance. They should also check whether the measure has a benchmark, enough eligible cases, and a reporting method supported by the EHR.

Practices using an MVP must register between April 1 and November 30, 2026. A multispecialty practice should also confirm whether it can report as one group or must use another participation option.

Features to Look for in MIPS Reporting Software

Not every EHR that stores clinical information provides strong MIPS support.

When comparing an EHR or separate MIPS reporting software, practices should look for the following capabilities:

Feature	Why it matters
Current 2026 measure specifications	Prevents the practice from using outdated logic
Certified EHR status	Supports applicable Promoting Interoperability requirements
Patient-level measure drill-down	Shows which records are missing or not counted
Data-completeness reporting	Helps the practice meet the 75% quality requirement
Clinician, group, and subgroup reporting	Supports different participation structures
Measure mapping tools	Connects chart fields with numerator, denominator, and exclusions
Registry or QCDR connectivity	Provides a defined submission route
Audit trails and evidence exports	Supports validation and future review
Multi-location reporting	Identifies differences between sites and workflows
Migration and data aggregation support	Protects reporting continuity when systems change

Practices should ask the vendor to demonstrate the full process using real reporting screens. A general statement that the product is “MIPS ready” does not confirm that it supports the practice’s measures, reporting method, specialty, or submission route.

What Happens When a Practice Changes EHRs During the Year?

A midyear EHR change does not remove the full-year Quality reporting requirement. The practice still needs complete data for the required period.

Before the old system is closed, save the patient-level Quality reports, measure versions, numerator and denominator details, exclusions, PI reports, Improvement Activity evidence, clinician mappings, and prior submission records.

The practice then needs a clear plan to combine data from both systems. A standard clinical data migration may not move every field used by the MIPS measure engine.

For example, a scanned progress note may preserve the clinical record. However, the new reporting engine may not be able to count the screening result stored inside that image.

Run a sample report before the old EHR is no longer available. Compare the output with source charts and the report from the old system.

Common MIPS Reporting Mistakes

Selecting Measures Too Late 

Late measure selection leaves little time to fix templates, staff roles, or missing data. Choose the measures early and test them with real charts.

Keeping Key Data Only in Free Text 

A note may be clear to a clinician but hidden from the measure engine. Use structured fields for data named in the measure rules.

Looking Only at the Performance Rate 

A high rate does not prove that the report is complete. Review the total eligible population and the data-completeness rate together.

Assuming the Vendor Will Submit

Confirm whether the vendor prepares, sends, or fully submits the data. Put the final owner and deadline in writing.

Ignoring EHR Version Changes

An EHR upgrade can change forms, interfaces, and reports. Test the selected MIPS measures after every major update.

Treating Cost Like an EHR Submission

CMS calculates Cost from claims. Use the EHR to support better care, but do not treat Cost like a Quality measure that the practice submits.

MIPS Readiness Checklist

Before submitting MIPS data, confirm that the practice has:

1. Checked each clinician’s QPP eligibility and reporting option
2. Selected the correct 2026 Quality measures
3. Mapped measure data to structured EHR fields
4. Reviewed performance and data completeness each month
5. Collected Quality data for the full year and met the 75% requirement
6. Collected required PI data in certified EHR technology for at least 180 continuous days
7. Completed the selected Improvement Activities for their applicable performance period
8. Saved reports, screenshots, and other supporting records
9. Confirmed who will submit the data to CMS
10. Checked the QPP submission status and saved the final confirmation

Frequently Asked Questions

1. Does an EHR automatically submit MIPS data to CMS?

Not always. Some EHRs submit MIPS data directly, while others export files or send data through a Qualified Registry or QCDR. The practice should confirm who calculates, validates, approves, and submits the data. After submission, it should check QPP for warnings, missing clinicians, and final acceptance.

2. Is certified EHR technology required for MIPS reporting?

Yes, for the Promoting Interoperability category. Most participants must use certified EHR technology and collect required PI data for at least 180 continuous days. CEHRT is also required when a practice reports eCQMs for Quality. Other Quality collection types may follow different technology and submission rules.

3. How many MIPS Quality measures must be reported in 2026?

Traditional MIPS participants generally report six Quality measures, including at least one outcome or high-priority measure. A complete specialty measure set may be used when applicable. Quality data must cover January 1 through December 31, 2026, and generally meet 75% data completeness for each selected measure.

4. Does MIPS Quality reporting include only Medicare patients?

It depends on the measure and collection type. For eCQMs, the reported population includes all denominator-eligible patients, using all-payer data rather than Medicare patients alone. Practices should review the current denominator, exclusion, exception, and data-completeness rules for each measure before configuring their EHR reports.

5. What is the MIPS submission deadline for the 2026 performance year?

The submission window for the 2026 MIPS performance year opens January 4, 2027, and closes March 31, 2027. Practices should submit early enough to correct rejected records, TIN-NPI mismatches, or missing clinicians. They should also save the final QPP confirmation with the approved EHR or registry report.

Support Better MIPS Preparation With Vozo

MIPS preparation becomes easier when scheduling, documentation, patient access, telehealth, prescribing, and billing work together. Vozo brings these daily clinical and practice management tasks into one cloud-based platform, helping teams reduce disconnected work and maintain more consistent patient records.

With clearer workflows and fewer manual steps, your practice can review documentation and reporting data throughout the year instead of waiting until submission time.