Objectives: To estimate the prevalence of understated cognitive impairment by administering the Clock-Drawing Test (CDT) to community-dwelling individuals aged ≥50, and to investigate the associated clinical phenotype. Design: A cross-sectional analysis of baseline data on community-dwelling individuals assessed at an outpatient clinic in the Paris region of France. Setting and Participants: Participants aged ≥50 (n=488, median age: 62.1) prospectively included in the SUCCEED survey between 2010 and 2014. Methods: A multidimensional geriatric assessment, including cognition (7-point CDT, MMSE, the 5-word screening test (5-WT), and the Frontal Assessment Battery (FAB)), gait speed in dual tasks, mood (the Geriatric Depression Scale (GDS)), balance, physical functions (gait speed and handgrip strength), nutrition, bone density, and comorbidities; major cardiovascular risk factors, and Scheltens and Fazekas scores on brain MRI. Baseline characteristics were analyzed as a function of the CDT score (<7 versus 7), using ageadjusted logistic models.