From the time of its formation in 1921 until its termination in 1939, Hannington was the head of the National Unemployed Workers' Movement, an offshoot of the CPGB.
In 1936, he wrote a book about his experiences as leader of the NUWM, called " Unemployed struggles 1919-1936: my life and struggles amongst the unemployed".