Understanding noise annoyance and the processes behind this concept is hampered by difficulties in comparing results of different socio-acoustical surveys. Analyses on the combined research data in the international TNO data archive clearly demonstrate that knowledge about noise annoyance will increase rapidly once socio-acoustic surveys would be harmonized on aspects such as the terminology and scaling of annoyance questions, and factors that can influence annoyance.