In order to reduce the energy consumption in buildings, more and more energy efficient technologies for the building-HVAC system have been developed. Several studies showed that occupant behaviour has a much larger influence on the energy performance of a building than the thermal process within the building facade. This underlines the need to investigate the influence of occupant behaviour on building performance. This paper presents the results of a questionnaire survey related to occupant behaviours and preferences in residential buildings. Multivariate regression analyses are conducted to outline main patterns and correlations between energy use, building characteristics and occupant behaviours. Results show a strong relationship between occupants' actions and characteristics of the built environment - in particular the construction year of the building. Furthermore, occupants have a notable impact on building performance: the chosen set point temperature and the total hours of heating system utilization, which both increase with the age of the building, lead to an increase of the fuel consumption. In conclusion, occupant behaviour is affected by the characteristics of the building, which requires additional studies to increase our understanding of occupant behavioural patterns in existing and modern buildings. (C) 2018 Elsevier B.V. All rights reserved.