Using a linear regression approach to sequential interindustry model for time-lagged economic impact analysis

•We propose an innovative algorithm for a derivative of input-output model towards chronologically dynamic analysis.•Simulated calculations are used to demonstrate the feasibility of the proposed algorithm.•The innovation provides a powerful method to conduct economic structural analysis using data science tools.