Improving documentation and coding for acute organ dysfunction biases estimates of changing sepsis severity and burden: a retrospective study
نویسندگان
چکیده
INTRODUCTION Claims-based analyses report that the incidence of sepsis-associated organ dysfunction is increasing. We examined whether coding practices for acute organ dysfunction are changing over time and if so, whether this is biasing estimates of rising severe sepsis incidence and severity. METHODS We assessed trends from 2005 to 2013 in the annual sensitivity and incidence of discharge ICD-9-CM codes for organ dysfunction (shock, respiratory failure, acute kidney failure, acidosis, hepatitis, coagulopathy, and thrombocytopenia) relative to standardized clinical criteria (use of vasopressors/inotropes, mechanical ventilation for ≥ 2 consecutive days, rise in baseline creatinine, low pH, elevated transaminases or bilirubin, abnormal international normalized ratio or low fibrinogen, and decline in platelets). We studied all adult patients with suspected infection (defined by ≥ 1 blood culture order) at two US academic hospitals. RESULTS Acute organ dysfunction codes were present in 57,273 of 191,695 (29.9%) hospitalizations with suspected infection, most commonly acute kidney failure (60.2% of cases) and respiratory failure (28.9%). The sensitivity of all organ dysfunction codes except thrombocytopenia increased significantly over time. This was most pronounced for acute kidney failure codes, which increased in sensitivity from 59.3% in 2005 to 87.5% in 2013 relative to a fixed definition for changes in creatinine (p = 0.019 for linear trend). Acute kidney failure codes were increasingly assigned to patients with smaller creatinine changes: the average peak creatinine change associated with a code was 1.99 mg/dL in 2005 versus 1.49 mg/dL in 2013 (p <0.001 for linear decline). The mean number of dysfunctional organs in patients with suspected infection increased from 0.32 to 0.59 using discharge codes versus 0.69 to 0.79 using clinical criteria (p < 0.001 for both trends and comparison of the two trends). The annual incidence of hospitalizations with suspected infection and any dysfunctional organ rose an average of 5.9% per year (95% CI 4.3, 7.4%) using discharge codes versus only 1.1% (95% CI 0.1, 2.0 %) using clinical criteria. CONCLUSIONS Coding for acute organ dysfunction is becoming increasingly sensitive and the clinical threshold to code patients for certain kinds of organ dysfunction is decreasing. This accounts for much of the apparent rise in severe sepsis incidence and severity imputed from claims.
منابع مشابه
Impact of documentation on interpretation of administrative data
I read with great interest the recent article by Rhee et al. (“Improving documentation and coding for acute organ dysfunction biases estimates of changing sepsis severity and burden: a retrospective study”) in Critical Care [1]. The sensitivity of coding for acute organ dysfunction is increasing over time. More organ dysfunction codes are being captured. This change is the result of pressures o...
متن کاملImproving Documentation and Coding for Acute Organ Dysfunction Biases Severe Sepsis Surveillance Over Time
633. Improving Documentation and Coding for Acute Organ Dysfunction Biases Severe Sepsis Surveillance Over Time Chanu Rhee, MD, MPH; Michael V. Murphy, BA; Lingling Li, ScD; Richard Platt, MD, MS, FIDSA, FSHEA; Michael Klompas, MD, MPH, FRCPC, FIDSA; Centers for Disease Control and Prevention (CDC) Prevention Epicenters, Department of Population Medicine, Harvard Medical School and Harvard Pilg...
متن کاملThe rising incidence of severe sepsis based on administrative data — real change or coding-driven bias?
Letter Rhee and colleagues conclude in their recent study [1] that a substantial fraction of the administrative databased rise in the incidence of severe sepsis is due to a decreasing threshold of documentation/coding of several types of organ dysfunction (OD). The conclusion was based mostly on diverging rates of rise in code-based OD versus that based on conservative clinical criteria, being ...
متن کاملRisk Factors of Acute Kidney Injury in Patients with Sepsis; A Cross-Sectional Study
Background and Objective: Due to the importance of acute kidney injury associated in patients with sepsis and the impact of various factors on mortality and hospital stay of these patients, this study was conducted to investigate the clinical features and risk factors for acute kidney injury in patients with sepsis. In addition, we examined whether the severity of acute kidney injury affected c...
متن کاملUse of explicit ICD9-CM codes to identify adult severe sepsis: impacts on epidemiological estimates
BACKGROUND Severe sepsis is a challenge for healthcare systems, and epidemiological studies are essential to assess its burden and trends. However, there is no consensus on which coding strategy should be used to reliably identify severe sepsis. This study assesses the use of explicit codes to define severe sepsis and the impacts of this on the incidence and in-hospital mortality rates. METHO...
متن کامل