“…The short-run relationship in the model is represented by β 1 À β 4 coefficients, phi denotes the speed of adjustments, and ECM denotes the residual obtained from estimated cointegration in the equation. As Engle and Granger in 1987 put it, error-correcting or simply ECM allows long-run components of variables to obey equilibrium constraints while short-run components have a flexible dynamic specification [9,18,21]. After confirming the long-run equilibrium among the variables with the bounds test, the short-run, long-run and ECM coefficients (α, β's, δ, φ) are estimated using ARDL [21].…”