Related Experiment Video
Updated: Jul 29, 2026

A Metadata Extraction Approach for Clinical Case Reports to Enable Advanced Understanding of Biomedical Concepts
Published on: September 20, 2018
Variability in code selection using the 1995 and 1998 HCFA documentation guidelines for office services. Health Care
T J Zuber1, C E Rhody, T A Muday
1Department of Family Medicine, Saginaw Cooperative Hospitals and Michigan State University, 48602, USA. zuber@pilot.msu.edu
This study examined how consistently different auditors assign medical billing codes using two versions of HCFA guidelines. The researchers found that agreement between auditors and providers was low, with only 15.2% of 1995 guideline code selections matching the provider’s choice. Using the 1998 guidelines improved agreement to 29.2%. Professional coders were more likely to agree with providers than physicians. The most common office code, 99213, was supported by documentation in most cases. The study also found that the 1998 guidelines led to higher agreement among auditors. The authors suggest that auditor experience and training influence code selection and that newer guidelines may improve consistency.
Area of Science:
- Healthcare policy and reimbursement research
- Medical coding and documentation practices
- Primary care clinical audit
Background:
Healthcare documentation guidelines are intended to standardize billing practices. Prior research has shown that these guidelines can influence code selection. However, uncertainty remains about how consistently different auditors apply these guidelines. This gap motivated a study to assess agreement among auditors using two versions of HCFA documentation rules. No prior work had resolved how much auditor experience impacts code assignment. The study aimed to clarify whether documentation supports the codes selected. It also sought to compare agreement rates between 1995 and 1998 guidelines. The researchers focused on established patient office visits, which are common in primary care. They examined whether documentation met the criteria for the most frequently used code, 99213. The study addressed a need to evaluate the reliability of E & M coding practices.
Purpose Of The Study:
The study aimed to assess agreement among auditors and medical providers in assigning E & M codes. It focused on two versions of HCFA documentation guidelines: 1995 and 1998. The researchers wanted to determine if auditor experience affects code selection. They also sought to evaluate whether documentation supports the most common office code, 99213. The study involved reviewing patient charts from private family physician offices. The goal was to measure interobserver agreement and documentation adequacy. The researchers tested if newer guidelines improved consistency among auditors. They examined whether professional coders differ from physicians in their code assignments.
Main Methods:
The study used a retrospective chart review approach. A total of 1,069 established patient charts were analyzed. Three types of auditors participated: a faculty physician, a resident physician, and a professional coder. Each auditor independently assigned E & M codes using the 1995 and 1998 guidelines. The main outcome was the level of agreement between auditors and the medical provider’s code selection. The researchers also measured interobserver agreement among all auditors. Documentation adequacy was assessed for the most frequently selected code, 99213. The study compared agreement rates between the two guideline versions.
Main Results:
Only 15.2% of 1995 guideline code selections matched the medical provider’s choice. Agreement increased to 29.2% with the 1998 guidelines. Professional coders agreed with providers in 51.7% of cases, compared to 40.7% for faculty physicians and 39.6% for resident physicians. Interobserver agreement was 31.0% for 1995 and 44.3% for 1998. Documentation supported the use of code 99213 in 92.7% of 1995 cases and 91.0% of 1998 cases. The 1998 guidelines produced higher agreement among auditors than the 1995 guidelines. The most common code was selected in the majority of visits. The study showed that auditor experience and training influence code assignment.
Conclusions:
The authors concluded that interobserver differences exist in E & M code assignment. The 1998 guidelines improved agreement among auditors compared to the 1995 version. Documentation was sufficient to support the most common office code in most visits. Professional coders showed higher agreement with providers than physicians. The study suggests that auditor training and experience affect code selection. The findings highlight variability in how auditors apply documentation guidelines. The 1998 guidelines appear to enhance consistency in code assignment. The authors propose that these results may inform future documentation policy updates.
Frequently Asked Questions
The study found that only 15.2% of 1995 guideline code selections matched the provider’s choice, rising to 29.2% with 1998 guidelines.
Professional coders agreed with providers in 51.7% of cases, compared to 40.7% for faculty physicians and 39.6% for resident physicians.
Code 99213 was the most frequently selected office code, with documentation supporting it in 92.7% of 1995 cases and 91.0% of 1998 cases.
Yes, interobserver agreement increased from 31.0% with 1995 guidelines to 44.3% with 1998 guidelines.
Documentation supported the most common office code in the majority of visits, with 92.7% adequacy under 1995 guidelines.
The authors propose that the 1998 guidelines enhance consistency in code assignment and may inform future documentation policy updates.
More Related Videos
12:18A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
06:55Inverse Probability of Treatment Weighting (Propensity Score) using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
Related Concept Videos
Methods Of Healthcare Delivery System
Managed Care System:
The managed care system is designed to control the cost while maintaining the quality of care. The patient's care from admission to discharge is planned by the primary care provider or the case manager, also known as the gatekeeper. In a managed care system, the number of care providers is limited...
Methods of Documentation V: CBE
In CBE, healthcare professionals establish predefined standards of practice that define what constitutes...
Methods of Documentation VI: Case Management Model
For example, a patient with a chronic illness...
Legal Guidelines for Documentation
Documentation in Long-Term and Home Healthcare Setting
Long-Term Care Facilities
Standards of Care II