In the closing scene, Joyce is walking from the police station. There's a shot of her from the window which cuts back to the policeman standing in that window. When we see her again, she's not as far along on the sidewalk as she was when they first showed her.
The first night in the apartment scene her cigarette has a long ash then a short ash then the same long ash as before.