In 1919, Rayleigh served as President of the Society for Psychical Research. As an advocate that simplicity and theory be part of the scientific method, he argued for the principle of similitude.

Rayleigh died on 30 June 1919 in Witham at the age of 76, and was buried in the graveyard of All Saints' Church in Terling.