consumption indices (ECI) that leverages the mixing-frequency method to predict GDP growth rates. The findings demonstrate that … better reflection of the macroeconomic environment and serves as a vital tool in GDP forecasting research. Furthermore, we … and offers novel insights into GDP prediction …