Accuracy of Administrative Database Algorithms for Hospitalized Pneumonia in Adults: a Systematic Review

Best Practices for Identifying Hospitalized Lower Respiratory Tract Infections Using Administrative Data: A Systematic Literature Review of Validation Studies

INTRODUCTION

Estimating the burden of lower respiratory tract infections (LRTIs) increasingly relies on administrative databases using International Classification of Diseases (ICD) codes, but no standard methodology exists. We defined best practices for ICD-based algorithms that estimate LRTI incidence in adults.

METHODS

We conducted a systematic review of validation studies assessing the use of ICD code-based algorithms to identify hospitalized LRTIs in adults, published in Medline, EMBASE, and LILACS between January 1996 and January 2022, according to PRISMA guidelines. We assessed sensitivity, specificity, and other accuracy measures of different algorithms.

RESULTS

We included 26 publications that used a variety of ICD code-based algorithms and gold standard criteria, and 18 reported sensitivity and/or specificity. Sensitivity was below 80% in 72% (38/53) of algorithms and specificity exceeded 90% in 77% (37/48). Algorithms for all-cause LRTI (n = 18) that included only pneumonia codes in primary position (n = 3) had specificity greater than 90% but low sensitivity (55-72%). Sensitivity increased by 5-15%, with minimal loss in specificity, with the addition of primary codes for severe pneumonia (e.g. sepsis) while pneumonia codes were in secondary position, and by 13% with codes from LRTI-related infections (e.g. viral) or other respiratory diseases (e.g. empyema). Sensitivity increased by 8% when pneumonia codes were in any position, but specificity was not reported. In hospital-acquired pneumonia and pneumococcal-specific pneumonia, algorithms containing only nosocomial- or pathogen-specific ICD codes had poor sensitivity, which improved when broader pneumonia codes were added, in particular codes for unspecified organisms.

CONCLUSION

Our systematic review highlights that most ICD code-based algorithms are relatively specific, but miss a substantial number of hospitalized LRTI adult cases. Best practices to estimate LRTI incidence in this population include the use of all pneumonia ICD codes for any LRTI outcome and, to a lesser extent, those for other LRTI-related infections or respiratory diseases.

Guideline-Concordant Antibiotic Therapy for the Hospital Treatment of Community-Acquired Pneumonia and 1-Year All-Cause and Cardiovascular Mortality in Older Adult Patients Surviving to Discharge

BACKGROUND

Selection of empiric antibiotic treatment for community-acquired pneumonia (CAP) that is concordant with clinical practice guidelines has been associated with improved short-term outcomes of this infection, but whether it is also associated with longer-term outcomes is unknown.

RESEARCH QUESTION

Is guideline-concordance of the initial antibiotic treatment given to older adult patients hospitalized with CAP associated with the 1-year all-cause and cardiovascular mortality risk of those patients who survive hospitalization for this infection?

STUDY DESIGN AND METHODS

A total of 1,909 older (> 65 years of age) patients were identified who survived hospitalization for CAP at The Ottawa Hospital (Ontario, Canada) between 2004 and 2015. Linking patients' information to hospital and provincial data sets, this study analyzed whether the selection of the initial antibiotic therapy for their CAP was concordant with current clinical practice guidelines, and whether guideline-concordance was associated with 1-year all-cause and cardiovascular mortality following their index CAP hospitalization. Adjustments were made for the patients' overall 1-year expected death risk; CAP severity; and history of previous pneumonia admissions, myocardial infarction, heart failure, or cerebrovascular disease.

RESULTS

Selection of guideline-concordant antibiotic therapy was associated with a trend towards lower all-cause mortality at 1 year post-CAP (hazard ratio, 0.82; 95% CI, 0.65-1.04; P = .099). Furthermore, the use of guideline-concordant antibiotic therapy was associated with a significant almost 50% reduction in cardiovascular death risk 1 year following CAP admission (hazard ratio, 0.53; 95% CI, 0.34-0.80; P = .003).

INTERPRETATION

Use of guideline-concordant antibiotic therapy for CAP treatment in older hospitalized patients is associated with a significant reduction in the risk of cardiovascular death at 1 year post-CAP. This finding further supports current clinical practice guideline recommendations for CAP treatment.

Sex-Related Disparities in the Incidence and Outcomes of Community-Acquired Pneumonia among Type 2 Diabetes Patients: A Propensity Score-Matching Analysis Using the Spanish National Hospital Discharge Database for the Period 2016-2019

(1) Background: To analyze incidence, clinical characteristics, procedures, and in-hospital outcomes among patients hospitalized with community-acquired pneumonia (CAP) according to the presence of T2DM in Spain (2016-2019) and to assess the role of gender among those with T2DM. (2) Methods: Using the Spanish National Hospital Discharge Database, we estimated hospitalized CAP incidence. Propensity score matching was used to compare population subgroups. (3) Results: CAP was coded in 520,723 patients, of whom 140,410 (26.96%) had T2DM. The hospitalized CAP incidence was higher in patients with T2DM (both sexes) (IRR 4.25; 95% CI 4.23-4.28). The hospitalized CAP incidence was higher in men with T2DM than in women with T2DM (IRR 1.46; 95% CI 1.45-1.47). The hospitalized CAP incidence among T2DM patients increased over time; however, the in-hospital mortality (IHM) decreased between 2016 and 2019. IHM was higher among non-T2DM men and women than matched T2DM men and women (14.23% and 14.22% vs. 12.13% and 12.91%; all p < 0.001, respectively), After adjusting for confounders, men with T2DM had a 6% higher mortality risk than women (OR 1.06; 95% CI 1.02-1.1). (4) Conclusions: T2DM is associated with a higher hospitalized CAP incidence and is increasing overtime. Patients hospitalized with CAP and T2DM have lower IHM. Male sex is a significant risk factor for mortality after CAP among T2DM patients.