d The hidden soul of financial innovation: An agent-based modelling of home mortgage securitization and the finance-growth nexus

Authored by Eliana Lauretta

Date Published: 2018

DOI: 10.1016/j.econmod.2017.04.019

Sponsors: No sponsors listed

Platforms: MATLAB

Model Documentation: Other Narrative Flow charts Pseudocode Mathematical description

Model Code URLs: Model code not found

Abstract

This paper investigates the interaction between financial innovation and securitization. To this end, it introduces the rate of financial innovation (RoFIN) as an endogenous variable in an Agent-Based Model (ABM) set up and studies its interaction with the non-fixed fraction of securitized mortgage loans. RoFIN is able to capture financial agents' business decisions on using financial innovation tools, processes and services, such as the home mortgage securitization process. In the aftermath of the 2007-2009 financial and economic crisis it has been argued that financial innovation and securitization have increased macro/finance systemic instability via, for example, non-linear two-way spillovers between the financial system and the macroeconomy. The ABM model proposed enables the capture of these dynamics. High values of RoFIN (i.e. exceeding the threshold of 50\%) make financial innovation become harmful for the economic system, leading to a switch from a virtuous to an unvirtuous business cycle. When RoFIN reaches 90\%, the numerical simulations come close to the macro/finance dynamics observed before and during the financial crisis. Given its potential role in triggering financial and economic instability, RoFIN is of interest for financial regulation and supervision. How this endogenous variable may be influenced by means of operational variables under the control of policymakers remains a subject for future research.

Tags

agent-based simulation finance Financial crisis growth income Economic-growth Credit Policies Macroeconomic model Crisis Risks Depth Securitization Financial innovation