A guide to ISO 21043 forensic sciences from the perspective of the forensic-data-science paradigm

ISO 21,043 is a new international standard for forensic science. It provides requirements and recommendations designed to ensure the quality of the forensic process. It includes Parts on: 1 vocabulary; 2 recovery, transport, and storage of items; 3 analysis; 4 interpretation; and 5 reporting. We provide a guide to ISO 21043 from the perspective of the forensic-data-science paradigm, which involves the use of methods that are transparent and reproducible, are intrinsically resistant to cognitive bias, use the logically correct framework for interpretation of evidence (the likelihood-ratio framework), and are empirically calibrated and validated under casework conditions. The guide focuses primarily on vocabulary, interpretation, and reporting, and on providing guidance for forensic-service providers and examiners who want to implement methods that are both consistent with the forensic-data-science paradigm and conformant with ISO 21043.