Development and validation of a data dictionary for a feasibility analysis of emergency department key performance indicators.

•Key performance indicators are frequently used to assist in performance monitoring.•Valid and reliable KPIs rely on the collection of standardized data.•Data dictionaries are important tools in data abstraction.•A data dictionary facilitates abstracting data consistently.•Inconsistent definitions used in recording data can lead to data misinterpretation.