On the Low Degree of Entropy Implied by the Solutions of Modern Macroeconomic Models

Entropy (Basel). 2022 Nov 25;24(12):1728. doi: 10.3390/e24121728.

Abstract

The non-causal ("forward-looking") solution used routinely in academic macroeconomics may represent a violation of a law of entropy, namely that the direction of time is one way (from the past and towards the present), and that the variance of economic processes increases with time. In order to re-establish a degree of compatibility with the law of entropy, so called hybrid forms are required add-ins to DSGE (Dynamic Stochastic General Equilibrium) models. However, the solution that uses hybrid forms is a particular special case of a causal solutions of autoregressive distributed lags, VARs and recursive and simultaneous equations models well known from empirical macro econometrics. Hence, hybrid forms of small scale DSGE models can be analysed and tested against competing model equations, using an econometric encompassing framework.

Keywords: DSGE models; New-Keynesian Phillips curve; causal solution; dynamic stability; entropy; macroeconomics; rational expectations.