MACRA, MIPS, and APMs: Why is CDI an Essential Ingredient to the Alphabet Soup?

Quality of clinical documentation and ICD-10 diagnosis code accuracy and specificity are essential under MACRA.

My presentation at the 2017 American Health Information Management (AHIMA) convention stressed the need for understanding a basic overview of the Medicare Access and CHIP Reauthorization Act (MACRA) and its performance categories.

These performance categories and quality measures are important for us to understand so we can assist providers. In 2017, the quality category represents a large percentage of the overall score for providers, and in looking at the quality measures, coding and documentation are vital if a provider hopes to score well.

To move forward in 2018, it is necessary to put to rest some of the myths about MACRA and bring the facts and benefits to the forefront. We are hearing a lot of rumors amid the current changes and uncertainties, and although we don’t have all the answers, approaching MACRA with a focus on care quality and making patients healthier is important. MACRA, MIPS (the Merit-Based Incentive Payment System), and APMs (Advanced Payment Models) all focus on quality care for patients, cost reduction, and improved communication among caregivers, and these are objectives we can all get behind.

Health information management (HIM) professionals should continue to focus on quality of clinical documentation and ICD-10 diagnosis code accuracy and specificity. Measuring our performance under ICD-10-CM will provide important key metrics that we can focus on to improve performance under MACRA. If you have not already begun to measure unspecified code usage, Hierarchical Condition Category (HCC) risk adjustment, and diagnosis coding depth, you should begin now. My AHIMA session fully explained why these key metrics are so important.

Data accuracy is going to be a challenge as we move forward with the growth of the ICD-10 coding system. The big question is this: is your clinical documentation specificity growing at the same rate as ICD-10? A good example are the new ICD-10-CM myocardial infarction and heart failure codes, which feature much greater specificity. Coders are glad to see them, but wonder if we will have the documentation to use them.

The quality measures under MACRA are very specific, and clinical documentation will need to match or exceed that level of specificity for physicians to be successful in participating. Understanding that there are penalties under MACRA, we must also understand that this payment system presents opportunity for higher reimbursement to physicians with exceptional performance. Exceptional performance can only be achieved with accurate clinical documentation, data gathering, and reporting.

Many of the fears regarding MACRA exist because of its complexity. I often use the analogy that asks, “how do you eat an elephant?” One bite at a time, of course. Learn the intricacies of this payment system in small doses by reading about it, attending educational sessions, and most importantly, discussion with your peers. There is probably already someone in your organization who can assist you in learning and preparing for 2018. I started by reading everything I could get my hands on, and it has paid off.

MACRA is one of the initiatives that is moving clinical documentation improvement (CDI) to the outpatient arena. Sometimes, in that setting, coders are called upon to wear multiple hats, including being the first line of defense for CDI. But the entire team, including scheduling, nursing, and others, can relieve some of the burden for providers when they can identify gaps and needs for more specific documentation before it reaches the coding stage. Focusing on frequently treated diagnoses and chronic illnesses will be a valuable effort under value-based payment.

I get a lot of questions about HCCs, including: “well, if we are coding it right, won’t it be right under MACRA?” While that is partially true, we cannot assume that all coders understand the nuances of HCC coding or the compliance issues. Coders must understand certain important questions. Where does risk-adjusted data come from? What are the risk-adjusted guidelines and regulations? How do diagnoses meet the reporting criteria under HCCs? We must first educate and then audit. Some physicians have focused on CPT® accuracy and specificity; after all, CPT is how we get paid. The growth of risk adjustment models will require a change in thinking as ICD-10 diagnosis codes will drive risk-adjusted scores and payments.

Upcoding and downcoding under risk adjustment have significant consequences, so we must code accurately. HCCs are very different in that the diagnoses and codes that drive DRG assignment are not the same that drive risk adjustment scores. Chronic illnesses are more important and must be documented well. There are also status codes, which are sometimes seen as unimportant in the inpatient arena, but will drive risk-adjusted scores in HCC coding. It is a whole new ballgame, so to speak, which requires coders to think differently. Most coders will adjust to it quickly given the right education, feedback, and auditing.

It is important to emphasize the value of having staff along the continuum of care with a full understanding of MACRA. For example, is nursing fully involved in all CDI outpatient programs? They can sometimes be a forgotten asset, but they spend a lot of the time with patients and are the perfect staff to gather data for reporting quality in the performance categories. Some examples include depression screening, tobacco use, screening and others.

Collaboration between nursing and coding is the perfect combination for outpatient CDI.

Facebook
Twitter
LinkedIn

Related Stories

Leave a Reply

Please log in to your account to comment on this article.

Featured Webcasts

Proactive Denial Management: Data-Driven Strategies to Prevent Revenue Loss

Denials continue to delay reimbursement, increase administrative burden, and threaten financial stability across healthcare organizations. This essential webcast tackles the root causes—rising payer scrutiny, fragmented workflows, inconsistent documentation, and underused analytics—and offers proven, data-driven strategies to prevent and overturn denials. Attendees will gain practical tools to strengthen documentation and coding accuracy, engage clinicians effectively, and leverage predictive analytics and AI to identify risks before they impact revenue. Through real-world case examples and actionable guidance, this session empowers coding, CDI, and revenue cycle professionals to shift from reactive appeals to proactive denial prevention and revenue protection.

November 19, 2025
Sepsis: Bridging the Clinical Documentation and Coding Gap to Reduce Denials

Sepsis: Bridging the Clinical Documentation and Coding Gap to Reduce Denials

Sepsis remains one of the most frequently denied and contested diagnoses, creating costly revenue loss and compliance risks. In this webcast, Angela Comfort, DBA, MBA, RHIA, CDIP, CCS, CCS-P, provides practical, real-world strategies to align documentation with coding guidelines, reconcile Sepsis-2 and Sepsis-3 definitions, and apply compliant queries. You’ll learn how to identify and address documentation gaps, strengthen provider engagement, and defend diagnoses against payer scrutiny—equipping you to protect reimbursement, improve SOI/ROM capture, and reduce audit vulnerability in this high-risk area.

September 24, 2025
2026 IPPS Masterclass 3: Master MS-DRG Shifts and NTAPs

2026 IPPS Masterclass Day 3: MS-DRG Shifts and NTAPs

This third session in our 2026 IPPS Masterclass will feature a review of FY26 changes to the MS-DRG methodology and new technology add-on payments (NTAPs), presented by nationally recognized ICD-10 coding expert Christine Geiger, MA, RHIA, CCS, CRC, with bonus insights and analysis from Dr. James Kennedy.

August 14, 2025

Trending News

Featured Webcasts

Surviving Federal Audits for Inpatient Rehab Facility Services

Surviving Federal Audits for Inpatient Rehab Facility Services

Federal auditors are zeroing in on Inpatient Rehabilitation Facility (IRF) and hospital rehab unit services, with OIG and CERT audits leading to millions in penalties—often due to documentation and administrative errors, not quality of care. Join compliance expert Michael Calahan, PA, MBA, to learn the five clinical “pillars” of IRF-PPS admissions, key documentation requirements, and real-life case lessons to help protect your revenue.

November 13, 2025
E/M Services Under Intensive Federal Scrutiny: Navigating Split/Shared, Incident-to & Critical Care Compliance in 2025-2026

E/M Services Under Intensive Federal Scrutiny: Navigating Split/Shared, Incident-to & Critical Care Compliance in 2025-2026

During this essential RACmonitor webcast Michael Calahan, PA, MBA Certified Compliance Officer, will clarify the rules, dispel common misconceptions, and equip you with practical strategies to code, document, and bill high-risk split/shared, incident-to & critical care E/M services with confidence. Don’t let audit risks or revenue losses catch your organization off guard — learn exactly what federal auditors are looking for and how to ensure your documentation and reporting stand up to scrutiny.

August 26, 2025
The Two-Midnight Rule: New Challenges, Proven Strategies

The Two-Midnight Rule: New Challenges, Proven Strategies

RACmonitor is proud to welcome back Dr. Ronald Hirsch, one of his most requested webcasts. In this highly anticipated session, Dr. Hirsch will break down the complex Two Midnight Rule Medicare regulations, translating them into clear, actionable guidance. He’ll walk you through the basics of the rule, offer expert interpretation, and apply the rule to real-world clinical scenarios—so you leave with greater clarity, confidence, and the tools to ensure compliance.

June 19, 2025

Trending News

Prepare for the 2025 CMS IPPS Final Rule with ICD10monitor’s IPPSPalooza! Click HERE to learn more

Get 15% OFF on all educational webcasts at ICD10monitor with code JULYFOURTH24 until July 4, 2024—start learning today!

CYBER WEEK IS HERE! Don’t miss your chance to get 20% off now until Dec. 2 with code CYBER24