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

被引:0
|
作者
Giovanni Dosi
Andrea Roventini
机构
[1] Scuola Superiore Sant’Anna,EMbeDS and Institute of Economics
[2] OFCE,undefined
[3] Sciences Po,undefined
来源
关键词
Macroeconomics; Economic policy; Keynesian theory; New neoclassical synthesis; New Keynesian models; DSGE models; Agent-based evolutionary models; Complexity theory; Great recession; Crisis; B41; B50; E32; E52;
D O I
暂无
中图分类号
学科分类号
摘要
This work nests the Agent-Based macroeconomic perspective into the earlier history of macroeconomics. We discuss how the discipline in the 70’s took a perverse path relying on models grounded on fictitious rational representative agent in order to try to pathetically circumvent aggregation and coordination problems. The Great Recession was a natural experiment for macroeconomics, showing the inadequacy of the predominant theoretical framework grounded on DSGE models. After discussing the pathological fallacies of the DSGE-based approach, we claim 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. This in turn implies that more is different: macroeconomics cannot be shrink to representative-agent micro, but agents’ complex interactions lead to emergence of new phenomena and hierarchical structure at the macro level. This is what is taken into account by agent-based models, which provide a novel way to model complex economies from the bottom-up, with sound empirically-based microfoundations. We present the foundations of Agent-Based macroeconomics and we discuss how the contributions of this special issue push its frontier forward. Finally, we conclude by discussing the ways ahead for the fully acknowledgement of agent-based models as the standard way of theorizing in macroeconomics.
引用
收藏
页码:1 / 37
页数:36
相关论文
共 50 条
  • [1] More is different ... and complex! the case for agent-based macroeconomics
    Dosi, Giovanni
    Roventini, Andrea
    [J]. JOURNAL OF EVOLUTIONARY ECONOMICS, 2019, 29 (01) : 1 - 37
  • [2] Behavioral Macroeconomics and Agent-Based Macroeconomics
    Chen, Shu-Heng
    Gostoli, Umberto
    [J]. DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE, 11TH INTERNATIONAL CONFERENCE, 2014, 290 : 47 - 54
  • [3] Complex agent-based macroeconomics: a manifesto for a new paradigm
    Domenico Delli Gatti
    Edoardo Gaffeo
    Mauro Gallegati
    [J]. Journal of Economic Interaction and Coordination, 2010, 5 : 111 - 135
  • [4] Complex agent-based macroeconomics: a manifesto for a new paradigm
    Gatti, Domenico Delli
    Gaffeo, Edoardo
    Gallegati, Mauro
    [J]. JOURNAL OF ECONOMIC INTERACTION AND COORDINATION, 2010, 5 (02) : 111 - 135
  • [5] Agent-based macroeconomics: A baseline model
    Lengnick, Matthias
    [J]. JOURNAL OF ECONOMIC BEHAVIOR & ORGANIZATION, 2013, 86 : 102 - 120
  • [6] Trends in agent-based computational modeling of macroeconomics
    Shu-Heng Chen
    [J]. New Generation Computing, 2005, 23 : 3 - 11
  • [7] Trends in agent-based computational modeling of macroeconomics
    Chen, SH
    [J]. NEW GENERATION COMPUTING, 2005, 23 (01) : 3 - 11
  • [8] Why do we need agent-based macroeconomics?
    Silvano Cincotti
    Marco Raberto
    Andrea Teglio
    [J]. Review of Evolutionary Political Economy, 2022, 3 (1): : 5 - 29
  • [9] Agent-based financial markets and New Keynesian macroeconomics: a synthesis
    Matthias Lengnick
    Hans-Werner Wohltmann
    [J]. Journal of Economic Interaction and Coordination, 2013, 8 : 1 - 32
  • [10] Agent-based financial markets and New Keynesian macroeconomics: a synthesis
    Lengnick, Matthias
    Wohltmann, Hans-Werner
    [J]. JOURNAL OF ECONOMIC INTERACTION AND COORDINATION, 2013, 8 (01) : 1 - 32