Evidence map›Paper›PMID 41359203›Full record

ArticleInfection2026

Think sepsis, write sepsis, code sepsis - patient characteristics associated with sepsis (under-)coding in administrative health data.

Daniel Thomas-Rüddel, Norman Rose, Carolin Fleischmann-Struzek, Konrad Reinhart, Beate Boden, Heike Dorow, Andreas Edel, Falk A Gonnert, Jürgen Götz, Matthias Gründling and 24 more

Abstract readMulticenter Study
In one paragraph

Article in Infection, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

34 authors.

Daniel Thomas-RüddelDepartment of Anesthesiology and Intensive Care Medicine, Jena University Hospital, Am Klinikum 1, 07747, Jena, Germany.
Norman RoseInstitute of Infectious Diseases and Infection Control, Jena University Hospital, Erlanger Allee 103, 07747, Jena, Germany.ORCID http://orcid.org/0000-0002-2908-205X
Carolin Fleischmann-StruzekInstitute of Infectious Diseases and Infection Control, Jena University Hospital, Erlanger Allee 103, 07747, Jena, Germany.ORCID http://orcid.org/0000-0002-1104-3191
Konrad ReinhartVisiting Professor for Sepsis Awareness and Advocacy, Department of Anesthesiology and Operative Intensive Care Medicine (CCM, CVK), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Augustenburger Platz 1, 13353, Berlin, Germany.
Beate BodenDepartment of Internal Medicine II - Intensive Care, Klinikum Lippe GmbH, Röntgenstraße 18, 32756, Detmold, Germany.
Heike DorowDepartment of Anesthesiology and Intensive Care Medicine, Jena University Hospital, Am Klinikum 1, 07747, Jena, Germany.
Andreas EdelDepartment of Anesthesiology and Operative Intensive Care Medicine (CCM, CVK), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Augustenburger Platz 1, 13353, Berlin, Germany.ORCID http://orcid.org/0000-0002-9951-7223
Falk A GonnertDepartment of Anaesthesiology and Intensive Care Medicine, SRH Wald-Klinikum, Straße des Friedens 122, 07548, Gera, Germany.
Jürgen GötzDepartment of Internal Medicine II - Intensive Care, Klinikum Lippe GmbH, Röntgenstraße 18, 32756, Detmold, Germany.
Matthias GründlingDepartment of Anaesthesiology, Intensive Care Medicine, Emergency Medicine and Pain Medicine, University Medicine Greifswald, Ferdinand-Sauerbruch-Straße, 17475, Greifswald, Germany.
Markus HeimTUM School of Medicine and Health, Department of Anesthesiologie and Intensive Care Medicine, Technical University of Munich, TUM University Hospital, Munich, Germany.ORCID http://orcid.org/0000-0001-6754-2494
Kirill HolbeckTUM School of Medicine and Health, Department of Anesthesiologie and Intensive Care Medicine, Technical University of Munich, TUM University Hospital, Munich, Germany.
Ulrich JaschinskiDepartment of Anaesthesiology and Surgical Intensive Care Medicine, Universitätsklinikum Augsburg, Stenglinstr. 2, 86156, Augsburg, Germany.
Christian KochDepartment of Anesthesiology, Intensive Care Medicine and Pain Therapy, University Hospital Gießen, UKGM, Justus-Liebig University Gießen, Rudolf-Buchheim-Straße 7, 35392, Gießen, Germany.
Christian KünzerDepartment of Anesthesiology and Operative Intensive Care Medicine (CCM, CVK), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Augustenburger Platz 1, 13353, Berlin, Germany.ORCID http://orcid.org/0000-0001-8000-3233
Khanh Le NgocDepartment of Anaesthesiology and Intensive Care Medicine, SRH Wald-Klinikum, Straße des Friedens 122, 07548, Gera, Germany.
Simone LindauFaculty of Medicine, Department of Anesthesiology and Intensive Care Medicine, University of Cologne, University Hospital Cologne, Kerpener Str. 62, 50937, Cologne, Germany.
Ngoc B MehlmannDepartment of Anaesthesiology and Surgical Intensive Care Medicine, Universitätsklinikum Augsburg, Stenglinstr. 2, 86156, Augsburg, Germany.
Patrick MeybohmDepartment of Anaesthesiology, Intensive Care, Emergency and Pain Medicine, University Hospital Würzburg, Oberduerrbacher Straße 6, 97080, Würzburg, Germany.ORCID http://orcid.org/0000-0002-2666-8696
Holger NebDepartment of Anaesthesiology, Intensive Care Medicine & Pain Therapy, University Hospital Frankfurt, Goethe University, Theodor- Stern-Kai 7, 60590, Frankfurt am Main, Germany.
Michael NordineDepartment of Anaesthesiology, Intensive Care Medicine & Pain Therapy, University Hospital Frankfurt, Goethe University, Theodor- Stern-Kai 7, 60590, Frankfurt am Main, Germany.
Dominique OuartDepartment of Anesthesiology and Intensive Care Medicine, Jena University Hospital, Am Klinikum 1, 07747, Jena, Germany.
Christian PutensenDepartment of Anaesthesiology and Intensive Care Medicine, University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany.
Michael SanderDepartment of Anesthesiology, Intensive Care Medicine and Pain Therapy, University Hospital Gießen, UKGM, Justus-Liebig University Gießen, Rudolf-Buchheim-Straße 7, 35392, Gießen, Germany.ORCID http://orcid.org/0000-0003-1677-3609
Jens-Christian ScheweDepartment of Anaesthesiology and Intensive Care Medicine, University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany.ORCID http://orcid.org/0000-0002-6408-0607
Peter SchlattmannInstitute for Medical Statistics, Computer Science and Data Science, Jena University Hospital, Bachstraße 18, 07743, Jena, Germany.
Götz SchmidtDepartment of Anesthesiology, Intensive Care Medicine and Pain Therapy, University Hospital Gießen, UKGM, Justus-Liebig University Gießen, Rudolf-Buchheim-Straße 7, 35392, Gießen, Germany.ORCID http://orcid.org/0000-0003-2346-4265
Gerhard SchneiderTUM School of Medicine and Health, Department of Anesthesiologie and Intensive Care Medicine, Technical University of Munich, TUM University Hospital, Munich, Germany.ORCID http://orcid.org/0000-0002-4903-0118
Claudia SpiesDepartment of Anesthesiology and Operative Intensive Care Medicine (CCM, CVK), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Augustenburger Platz 1, 13353, Berlin, Germany.ORCID http://orcid.org/0000-0002-1062-0495
Ferdinand SteinsbergerDepartment of Anesthesiology, Intensive Care Medicine and Pain Therapy, University Hospital Gießen, UKGM, Justus-Liebig University Gießen, Rudolf-Buchheim-Straße 7, 35392, Gießen, Germany.
Christopher TamDepartment of Anesthesiology, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA.
Kai ZacharowskiDepartment of Anaesthesiology, Intensive Care Medicine & Pain Therapy, University Hospital Frankfurt, Goethe University, Theodor- Stern-Kai 7, 60590, Frankfurt am Main, Germany.ORCID http://orcid.org/0000-0002-0212-9110
Sebastian ZinnDepartment of Anaesthesiology, Intensive Care Medicine & Pain Therapy, University Hospital Frankfurt, Goethe University, Theodor- Stern-Kai 7, 60590, Frankfurt am Main, Germany.ORCID http://orcid.org/0000-0003-1052-3828
Daniel SchwarzkopfDepartment of Anesthesiology and Intensive Care Medicine, Jena University Hospital, Am Klinikum 1, 07747, Jena, Germany. daniel.schwarzkopf@med.uni-jena.de.ORCID http://orcid.org/0000-0002-1568-8202

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeSepsis is a leading cause of morbidity and mortality, yet its documentation and coding in administrative health data remain unreliable. Accurate coding is essential for epidemiological surveillance, quality assurance, and reimbursement. This study aims to identify patient characteristics associated with under-diagnosis and under-coding of sepsis in German inpatient administrative health data (IAHD).

methodsThis secondary analysis of the multicenter OPTIMISE study included 10,334 hospital cases from ten German hospitals (2015-2017). Sepsis cases were identified via structured chart review and compared to ICD-coded diagnoses. Logistic regression and classification tree analyses were used to determine predictors of under-diagnosis and under-coding, including ICU admission, organ dysfunction, and infection source.

resultsAmong 1,310 cases fulfilling severe sepsis-1 criteria, only 30.7% were correctly coded. The strongest predictor for coding accuracy was explicit mention of sepsis in the medical chart (OR 19.58). ICU treatment, organ dysfunction severity, and mechanical ventilation were also associated with higher coding rates, while pneumonia as the infection source was linked to a lower probability of sepsis being named and coded.

conclusionSepsis coding in administrative data is frequently inaccurate. Explicit naming of sepsis and severity markers strongly influence correct coding. As Germany introduces mandatory sepsis quality assurance in 2026, targeted interventions - including enhanced clinician documentation and electronic coding support - are essential to improve coding reliability and patient care.

Indexed as

Clinical CodingSepsisAdultAgedAged, 80 and overFemaleGermanyHumansInternational Classification of DiseasesMaleMiddle AgedAdministrative claims, healthcareEpidemiologyHospital recordsQuality assurance, health careSensitivity and specificitySepsis

Identifiers

PMID41359203
PMCPMC12864231

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.