Where I grew up, many people called the local hospital 'the workhouse' which is what it used to be.
According to the website BumbleB mentioned, the Cambridge workhouse became the Cambridge Infirmary in 1930 so I can believe that the locals would still think of it as 'the workhouse' for some years after the change.
Carol