Many other screening tools have been proposed in the literature . Few of them have been tested outside the derivation cohort. Among those, the TUG has been judged inadequate in several studies . Gait speed is an indicator of health state in geriatric populations . Its prognostic value for future falls has been shown to be equivalent to total time to perform the TUG . The Short Physical Performance Battery (SPPB) is a tool to assess physical performance, commonly included in comprehensive geriatric assessments . Its association with falls and injurious falls is documented in . Its prognostic performance is not reported. History of falls is a strong risk indicator for future falls , although it alone does not suffice for primary prevention. Finally, FRAT-up is a recently proposed predictive tool which issues the probability of falling at least once within the time span of one year . The parameters of FRAT-up were obtained from a systematic review and meta-analysis about risk factors for falls in community-dwelling older people . A comparison between this literature-based approach and data-driven models has never been made.