An individual’s living conditions, which comprises e.g. nutritional state, social status, gender inequalities and access to medical care, can influence his/her stature by 20%. Therefore, in the bioarchaeological context, stature analysis has been used to evaluate past populations’ living conditions. To reconstruct stature, researchers usually apply regression models based on length of long bones, especially the femur, which best represents stature. In this work, we examine femur length of 96 adults from mass graves located at the city of Martigues (Provence - France). They were victims of the plague episode that affected Provence region in 1720-1722, known as the Great Plague of Marseilles. It is known that, before the epidemic, inhabitants of Provence suffered several starvation episodes. Hence, we aim to (1) evaluate whether all social groups, divided according to age, gender and location at the archaeological site, were equally affected by these famines; (2) investigate how differently men and women suffered from them; and (3) link the age classes with three starvation episodes in that region, whose periods are known. Unlike previous studies, we directly analyse the measured femur lengths instead of predicted statures, to avoid modelling errors.