Research preview

China’s Mid‑Autumn Festival box office topped 270 million yuan, and pre‑sale tickets for National Day releases have already exceeded 20 million yuan. For quantitative traders, such spikes in consumer‑spending data create short‑term signals that can be woven into risk‑adjusted strategies. This article shows how to translate the holiday‑driven revenue lift into concrete risk‑budget decisions, drawing on corporate risk‑management principles. Treat Seasonal Revenue as a Factor Signal The holiday box‑office numbers are a clean, high‑frequency proxy for discretionary spending in China. When the Mid‑Autumn Festival box office jumps to 270 million yuan, it signals a surge in entertainment‑related cash flow that often precedes broader consumer‑goods rebounds....