Dawson was born in Croydon, the son of Henry Dawson, of Purley, an architect. He entered St Paul's School in London in 1877 and University College London in 1879, graduating in 1888 with a Bachelor of Science (BSc) degree. He graduated from the Royal London Hospital in 1893 with a Doctor of Medicine (MD) degree.