Quality of causality assessment among observational studies in intensive care: A methodological review.

Intensive care units (ICUs) rely in many instances on observational research and often encounter difficulties in establishing cause-and-effect relationships. After conducting a thorough search focused on ICU observational studies, this review analysed the causal language and evaluated the quality of reporting of the methodologies employed. The causal was assessed by analysing the words linking exposure to outcomes in the title and main objective. The quality of the reporting of the key methodological aspects related to causal inference was based on STROBE and ROBINS-I tools. We identified 139 articles, with 87 (63%) and 82 (59%) studies having non-causal language in their title and main objective, respectively. Among the total, 49 (35%) articles directly addressed causality. The review found vague causal language in observational ICU research and highlighted the need for better adherence to reporting guidelines for improved causal analysis and inference.