Related Experiment Video
Updated: Apr 28, 2026

An R-Based Landscape Validation of a Competing Risk Model
Published on: September 16, 2022
[Comorbidity in medical guidelines: comparison of the current state, epidemiologic models and expert opinion]
Eva Blozik1, Hans-Hermann Dubben1, Hans-Otto Wagner1
1Institut für Allgemeinmedizin, Universitätsklinikum Hamburg-Eppendorf, Hamburg.
Introduction:
Medical guidelines focusing on monomorbidities can be associated with adverse events in multimorbid patients. This study investigates how comorbidities are actually particularised in a set of German guidelines. In addition, it evaluates whether two epidemiologic approaches (disease combinations or clusters of comorbidities) can be used to systematically integrate multimorbidity in guideline development.
Methods:
Based on a matrix of 30 comorbidities, mentioning of comorbidities in 8 current German guidelines (diabetes mellitus, hypertension, heart failure, coronary heart disease, chronic obstructive lung disease/asthma, coxarthrosis, low back pain, osteoporosis) was investigated. These so called index diseases were selected on the basis of the hypothetical case of a multimorbid patient published by Cynthia Boyd and colleagues in 2005. Mentioning of comorbidities in the guidelines was compared to the epidemiologic approaches of disease combinations and clusters of comorbidities. In addition, using the comorbidity matrix, 36 physicians involved in everyday care of multimorbid patients assessed whether an explicit recommendation for the listed comorbidities would be helpful.
Results:
Mentioning of comorbidities was very heterogeneous across the guidelines investigated, ranging from 0 to more than 10. The proportion of the comorbidities that were considered relevant by the survey participants ranged from 0 % to 62 % with a focus on cardiovascular and metabolic diseases. When using disease combinations, only 0 to 3 of the "relevant" comorbidities were identified. Using the cluster model may be helpful in identifying whether a particular comorbidity is thematically close to the index disease or whether it is associated with an interacting thematic area.
Conclusions:
Methodological support is needed for addressing comorbidities in guidelines in a more consistent way. The currently existing epidemiologic approaches should not be used in their current form without being further developed and re-evaluated. Expert opinion of physicians involved in the care of multimorbid patients should be systematically included in methodological refinement studies.
More Related Videos
07:31Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
Published on: May 15, 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
Diagnostic and Statistical Manual of Mental Disorders (DSM)
Models of Health Promotion and Illness Prevention II
The agent-host-environment model states that disease results...
Pharmacokinetic Models: Comparison and Selection Criterion
Physiological models take a detailed approach by considering specific molecular processes. They can predict drug distribution, metabolism, and elimination changes, providing a comprehensive understanding of how drugs interact with the body.
Models of Health Promotion and Illness Prevention I
The health belief model (HBM) attempts to predict health-related behavior in specific belief patterns. According to the HBM, a person's...
Bias in Epidemiological Studies
Methods of Documentation VI: Case Management Model
For example, a patient with a chronic...