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Open AccessJournal ArticleDOI

Deleveraging crises and deep recessions: a behavioural approach

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TLDR
This article developed a decentralized and micro-founded macro-economic agent-based model, augmented with an opinion model, which produces endogenous waves of pessimism and optimism that feed back into firms' leverage and households' precautionary saving behavior.
Abstract
Macroeconomic dynamics are characterized by alternating patterns of periods of relative stability and large swings. Standard micro-founded macro-economic models account for these patterns through exogenous and persistent shocks. In this paper, we develop a fully decentralized and micro-founded macro-economic agent-based model, augmented with an opinion model, which produces endogenous waves of pessimism and optimism that feed back into firms' leverage and households' precautionary saving behaviour. A major emergent property of our model is precisely the complex successions of stable and unstable macro-economic regimes. The model is further able to account for a wide spectrum of macro-and micro empirical regularities. Within this framework, we analyse a series of macro-economic phenomena of key relevance in the current macro-economic debate, especially the occurrence of deleveraging crises and Fisherian debt-deflation recessions. Our analysis suggests that the relative dynamics of prices and wages and the resulting income distribution along a deflation-ary path are critical determinants of the severity of the recession, and the chances of recovery.

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Citations
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Journal ArticleDOI

Stock-Flow Consistent Macroeconomic Models: A Survey

TL;DR: The stock-flow consistent (SFC) approach has been adopted by a growing number of researchers in macroeconomics, especially after the publication of Monetary Economics by Godley and Lavoie, which provided a general framework for the analysis of whole economic systems, and the recognition that macroeconomic models integrating real markets with flow-of-funds analysis had particularly successful in predicting the Great Recession of 2007-2009 as mentioned in this paper.
Book ChapterDOI

Agent-Based Macroeconomics

TL;DR: A survey of agent-based macroeconomic analysis can be found in this article, where a comparison of the structure and modeling assumptions of a set of important (families of) agent based macroeconomic models is provided.
Journal ArticleDOI

More is different ... and complex! the case for agent-based macroeconomics

TL;DR: In this article, the authors argue that macroeconomics should consider the economy as a complex evolving system, i.e. as an ecology populated by heterogenous agents whose far-from-equilibrium interactions continuously change the structure of the system.
Journal ArticleDOI

Taming macroeconomic instability: Monetary and macro-prudential policy interactions in an agent-based model

TL;DR: In this paper, the authors developed an agent-based model to study the macroeconomic impact of alternative macro-prudential regulations and their possible interactions with different monetary policy rules to shed light on the most appropriate policy mix to achieve the resilience of the banking sector and foster macroeconomic stability.
Journal ArticleDOI

Macroeconomics with heterogeneous agent models: fostering transparency, reproducibility and replication

TL;DR: In this paper, the authors provide a detailed description of the Eurace@Unibi model, which has been developed as a versatile tool for macroeconomic analysis and policy experiments, explicitly incorporating the decentralized interaction of heterogeneous agents across different sectors and regions.
References
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Journal ArticleDOI

A Behavioral Model of Rational Choice

TL;DR: In this article, a model for the description of rational choice by organisms of limited computational ability is proposed, and the model is used to describe rational choice in organisms with limited computational abilities.
Book

The Sciences of the Artificial

TL;DR: A new edition of Simon's classic work on artificial intelligence as mentioned in this paper adds a chapter that sorts out the current themes and tools for analyzing complexity and complex systems, taking into account important advances in cognitive psychology and the science of design while confirming and extending Simon's basic thesis that a physical symbol system has the necessary and sufficient means for intelligent action.
Journal ArticleDOI

Power-Law Distributions in Empirical Data

TL;DR: This work proposes a principled statistical framework for discerning and quantifying power-law behavior in empirical data by combining maximum-likelihood fitting methods with goodness-of-fit tests based on the Kolmogorov-Smirnov (KS) statistic and likelihood ratios.
Journal ArticleDOI

Staggered prices in a utility-maximizing framework

TL;DR: In this article, the authors developed a model of staggered prices along the lines of Phelps (1978) and Taylor (1979, 1980), but utilizing an analytically more tractable price-setting technology.
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