Abstract This research develops a group of novel indicators from the energy consumption perspective and assesses their ability to forecast stock market volatility using various techniques. Empirical evidence reveals that novel indicators. notably industrial non-renewable energy consumption. significantly enhance the forecasting of stock market volatility. https://pipingrockers.shop/product-category/thyme/