GDP decline refers to a decrease in the Gross Domestic Product, which is a measure of a country's economic performance. This drop indicates that the overall economic activity is slowing down, leading to lower production, reduced consumption, and higher unemployment rates. In the context of the Great Depression, GDP decline was a critical factor that contributed to widespread economic hardship and suffering.