A decrease in aggregate supply refers to a situation where the total production of goods and services in an economy falls, leading to a leftward shift in the short-run aggregate supply curve. This reduction can result from factors such as rising production costs, supply chain disruptions, or negative external shocks, causing a higher price level and lower output. When aggregate supply decreases, it can lead to inflationary pressures and economic slowdowns, impacting overall economic stability.