The Tin Flute by Gabrielle Roy. A story of poverty and desperation, set in the slums of Montreal during the Great Depression and early WWII years.
Also, +1 to The Glass Castle. Not a novel, but a memoir of a woman who grew up in extremely poor and difficult circumstances, with neglectful/nomadic parents who fancied themselves free spirits. It's really good.