Variation in diagnostic coding of patients with pneumonia and its association with hospital risk-standardized mortality rates: a cross-sectional analysis

Ann Intern Med. 2014 Mar 18;160(6):380-8. doi: 10.7326/M13-1419.

Abstract

Background: Most U.S. hospitals publicly report 30-day risk-standardized mortality rates for pneumonia. Rates exclude severe cases, which may be assigned a secondary diagnosis of pneumonia and a principal diagnosis of sepsis or respiratory failure. By assigning sepsis and respiratory failure codes more liberally, hospitals might improve their reported performance.

Objective: To examine the effect of the definition of pneumonia on hospital mortality rates.

Design: Cross-sectional study.

Setting: 329 U.S. hospitals.

Patients: Adults hospitalized for pneumonia (as a principal diagnosis or secondary diagnosis paired with a principal diagnosis of sepsis or respiratory failure) between 2007 and 2010.

Measurements: Proportion of patients with pneumonia coded with a principal diagnosis of sepsis or respiratory failure and risk-standardized mortality rates excluding versus including a principal diagnosis of sepsis or respiratory failure.

Results: When the definition of pneumonia was limited to patients with a principal diagnosis of pneumonia, the risk-standardized mortality rate was significantly better than the mean in 4.3% of hospitals and significantly worse in 6.4%. When the definition was broadened to include patients with a principal diagnosis of sepsis or respiratory failure, this rate was better than the mean in 11.9% of hospitals and worse in 22.8% and the outlier status of 28.3% of hospitals changed. Among hospitals in the highest quintile of proportion of patients coded with a principal diagnosis of sepsis or respiratory failure, outlier status under the broader definition improved in 7.6% and worsened in 40.9%. Among those in the lowest quintile, 20.0% improved and none worsened.

Limitation: Only inpatient mortality was studied.

Conclusion: Variation in use of the principal diagnosis of sepsis or respiratory failure may bias efforts to compare hospital performance regarding pneumonia outcomes.

Primary funding source: Agency for Healthcare Research and Quality.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Clinical Coding*
  • Cross-Sectional Studies
  • Female
  • Hospital Mortality*
  • Humans
  • Intensive Care Units
  • International Classification of Diseases
  • Male
  • Pneumonia, Bacterial / diagnosis*
  • Pneumonia, Bacterial / mortality*
  • Pneumonia, Bacterial / therapy
  • Respiration, Artificial
  • Respiratory Insufficiency / diagnosis
  • Respiratory Insufficiency / mortality
  • Risk Assessment
  • Sepsis / diagnosis
  • Sepsis / mortality
  • United States
  • Young Adult