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Endogenous cycles in heterogeneous agent models: a state-space approach 异质代理模型中的内生循环:一种状态空间方法
IF 1.8 4区 经济学 Q3 ECONOMICS Pub Date : 2024-09-03 DOI: 10.1007/s00191-024-00870-w
Filippo Gusella, Giorgio Ricchiuti

This paper proposes an empirical test to identify possible endogenous cycles within heterogeneous agent models (HAMs). We consider a two-type HAM into a standard small-scale dynamic asset pricing framework. Fundamentalists base their expectations on the fundamental value, while chartists consider the level of past prices. Because these strategies, by their nature, cannot be directly observed but can cause the response of the observed data, we construct a state-space model where agents’ beliefs are considered the unobserved state components and from which the heterogeneity of fundamentalist-chartist trader cycles can be mathematically derived and empirically tested. The model is estimated using the S&P500 index for the period 1990–2020 at different time scales, specifically, quarterly, monthly, and daily. We find empirical evidence of endogenous damped fluctuations with a higher probability of chartist behavior in the short-term horizon. In addition, the model exhibits better long-run out-of-sample forecasting accuracy compared to the benchmark random walk model.

本文提出了一种实证检验方法,以识别异质代理模型(HAM)中可能存在的内生周期。我们在标准的小规模动态资产定价框架中考虑了两类 HAM。原教旨主义者的预期基于基本面价值,而图表主义者则考虑过去的价格水平。由于这些策略在本质上无法被直接观察到,但却能引起观察到的数据的反应,因此我们构建了一个状态空间模型,将代理人的信念视为未观察到的状态成分,并由此从数学上推导出基本面派-图表派交易者周期的异质性,并对其进行实证检验。我们使用 1990-2020 年期间的 S&P500 指数,以不同的时间尺度(具体为季度、月度和日度)对模型进行了估计。我们发现了内生阻尼波动的经验证据,在短期范围内出现图表主义行为的概率较高。此外,与基准随机漫步模型相比,该模型表现出更好的长期样本外预测准确性。
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引用次数: 0
Green technologies in the knowledge space: Insertion and the moderating role of industry knowledge bases 知识空间中的绿色技术:行业知识库的插入和调节作用
IF 1.8 4区 经济学 Q3 ECONOMICS Pub Date : 2024-08-28 DOI: 10.1007/s00191-024-00871-9
Mariane Santos Françoso, Vanessa de Lima Avanci, Alysson Fernandes Mazoni

This paper discussed how green technological domains are inserted into the Brazilian knowledge space. We investigated whether the insertion of technologies into the Brazilian knowledge space is affected by the fact that these technologies are green or non-green, the potential moderating effect of the industry knowledge bases with which technologies are associated, and the differences regarding the insertion of green and non-green technology domains across industries. We considered Brazilian patent and industry data from 1997 to 2020 and a multilevel analysis to answer these questions. Our results indicated that green technological domains are intensely combined with other domains, but their structural embeddedness is still low. The characteristics of sectoral knowledge bases influenced the insertion of green technologies into the national knowledge space since these technologies are more deeply embedded in the knowledge space when associated with less mature knowledge bases.

本文讨论了绿色技术领域是如何进入巴西知识空间的。我们研究了技术进入巴西知识空间是否会受到这些技术是绿色还是非绿色的影响、与技术相关的行业知识库的潜在调节作用,以及绿色和非绿色技术领域在不同行业的进入差异。我们利用 1997 年至 2020 年的巴西专利和行业数据以及多层次分析来回答这些问题。结果表明,绿色技术领域与其他领域结合紧密,但其结构嵌入度仍然较低。部门知识库的特点影响了绿色技术对国家知识空间的嵌入,因为当这些技术与不太成熟的知识库相关联时,它们在知识空间中的嵌入程度更高。
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引用次数: 0
How does the shift towards services affect renewable energy deployment? Evidence from OECD countries 向服务业的转变如何影响可再生能源的利用?经合组织国家的证据
IF 1.8 4区 经济学 Q3 ECONOMICS Pub Date : 2024-08-07 DOI: 10.1007/s00191-024-00868-4
Mamoudou Camara

For several decades, OECD countries have been experiencing a shift towards services, on the one hand, and, on the other hand, they are still emitting large amounts of greenhouse gas emissions. To tackle greenhouse gas emissions, policymakers often design appropriate strategies to promote investment and innovation in renewable energy sources. However, some important drivers of renewable energy (especially environmental regulations and environmental innovation) are much less common in the services sector than in other sectors (especially manufacturing). Based on this fact, this article aims to examine how services affect renewable energy deployment in OECD countries. Our analysis of the implementation of both environmental regulations and environmental innovation in services suggests that the shift towards services may dampen renewable energy deployment. Additionally, we employ the generalized quantile regression (GQR) estimator on panel data from OECD countries over the period 1991–2018 to investigate the relationship between the shift towards services and renewable energy consumption. The results reveal that the shift towards services tends to negatively affect renewable energy deployment in OECD countries. More precisely, the findings show that the share of services in the economy has a negative and significant impact on renewable energy consumption per capita in OECD countries. On the basis of these findings, policy implications are drawn.

几十年来,经合组织国家一方面向服务业转型,另一方面仍在排放大量温室气体。为了解决温室气体排放问题,政策制定者通常会制定适当的战略,促进可再生能源的投资和创新。然而,可再生能源的一些重要驱动因素(尤其是环境法规和环境创新)在服务业中的应用远不如其他行业(尤其是制造业)普遍。基于这一事实,本文旨在研究服务业如何影响经合组织国家的可再生能源部署。我们对服务业环境法规和环境创新的实施情况进行的分析表明,向服务业的转变可能会抑制可再生能源的利用。此外,我们采用广义量子回归(GQR)估计法对经合组织国家 1991-2018 年的面板数据进行了分析,以研究向服务业的转变与可再生能源消费之间的关系。结果显示,向服务业的转变往往会对经合组织国家的可再生能源利用产生负面影响。更确切地说,研究结果表明,服务业在经济中所占的份额对经合组织国家的人均可再生能源消费量有显著的负面影响。在这些研究结果的基础上,得出了政策影响。
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引用次数: 0
The system dynamics approach for a global evolutionary analysis of sustainable development 用系统动力学方法对可持续发展进行全球演变分析
IF 1.8 4区 经济学 Q3 ECONOMICS Pub Date : 2024-07-24 DOI: 10.1007/s00191-024-00866-6
Christophe Feder, Beniamino Callegari, David Collste

The challenge of pursuing sustainable development highlights the relevance of the complex mechanisms through which natural and social selection processes affect and are affected by the economic system. Current economic development is unsustainable because it fails to generate long-term systemic compatibility between firms and their natural and social environment. This paper evaluates the issue from an evolutionary perspective by conceptualising unsustainability as the emergence of negative macro-selection effects, arising from both the natural and social domains, and argues for a methodological need for closer integration of system dynamics modelling within the evolutionary field. The Earth4All model is then used to illustrate the complex interactions between economic, social, and natural selection processes. The model results illustrate that the current global development trajectory is strongly unsustainable from both a natural and a social perspective, leading to the emergence of relevant natural and social macro-selection mechanisms, whose systemic interactions bring further complex adverse effects.

追求可持续发展的挑战凸显了自然和社会选择过程影响经济体系并受其影响的复杂机制的相关性。当前的经济发展是不可持续的,因为它未能在企业及其自然和社会环境之间产生长期的系统兼容性。本文从进化论的角度评估了这一问题,将不可持续概念化为来自自然和社会领域的负面宏观选择效应的出现,并认为在方法论上需要将系统动力学建模更紧密地融入进化领域。随后,Earth4All 模型被用来说明经济、社会和自然选择过程之间复杂的相互作用。模型结果表明,从自然和社会的角度来看,当前的全球发展轨迹都是不可持续的,这导致了相关的自然和社会宏观选择机制的出现,而这些机制的系统性相互作用又带来了更多复杂的不利影响。
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引用次数: 0
Epictetusian rationality and evolutionary stability 伊壁鸠鲁理性与进化稳定性
IF 1.8 4区 经济学 Q3 ECONOMICS Pub Date : 2024-07-17 DOI: 10.1007/s00191-024-00864-8
Gregory Ponthiere

An economic interpretation of Epictetus’s precept of ‘Taking away aversion from all things not in our power’ consists of extending the symmetric factor of the preference relation beyond its boundaries under non-ethical preferences, so as to yield indifference between outcomes differing only on things outside one’s control. This paper examines the evolutionary dynamics of a population composed of Nash agents and Epictetusian agents matched randomly and interacting in the prisoner’s dilemma game. It is shown that when the evolutionary dynamics is driven by material pay-offs, the Nash type is an ESS under perfect random matching, whereas either the Nash or the Epictetusian type can be an ESS under imperfect random matching. However, when selection is driven by utility pay-offs, the Nash type can never be an ESS, and the Epictetusian type is an ESS if the matching process exhibits a sufficiently high degree of assortativity.

对伊壁鸠鲁的 "对一切不在我们能力范围内的事情都要消除厌恶 "这一戒律的经济学解释,是将偏好关系的对称因素扩展到非道德偏好下的边界之外,以便对仅因个人控制之外的事情而产生的不同结果漠不关心。本文研究了在囚徒困境博弈中由随机匹配的纳什代理人和伊壁鸠鲁代理人组成的群体的进化动态。结果表明,当进化动力由物质报酬驱动时,纳什类型是完全随机匹配下的ESS,而在不完全随机匹配下,纳什或伊壁鸠鲁类型都可能是ESS。然而,当选择由效用回报驱动时,纳什类型永远不会成为ESS,而如果匹配过程表现出足够高的同类性,伊壁鸠鲁类型就是ESS。
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引用次数: 0
Artificial intelligence and shapeshifting capitalism 人工智能和变形资本主义
IF 1.8 4区 经济学 Q3 ECONOMICS Pub Date : 2024-07-11 DOI: 10.1007/s00191-024-00865-7
Luca Grilli, Sergio Mariotti, Riccardo Marzano

Artificial intelligence (AI) is anticipated to reshape the economy by revolutionizing human interaction with technology. Despite its significance, research endeavors in the field of economics remain relatively limited. In this editorial, we outline the articles featured in a Virtual Special Issue designed to expand the scope of inquiry for economists examining AI and its implications. We position these articles within the current economic literature and propose an agenda for further research aimed at fostering a more varied understanding of the impacts, implications, and challenges of AI technologies at the intersection with economic activity.

人工智能(AI)将彻底改变人类与技术的互动,从而重塑经济。尽管人工智能意义重大,但经济学领域的研究仍相对有限。在这篇社论中,我们概述了虚拟特刊中的文章,该特刊旨在扩大经济学家研究人工智能及其影响的范围。我们将这些文章定位在当前的经济学文献中,并提出了进一步研究的议程,旨在促进对人工智能技术在与经济活动交叉点上的影响、意义和挑战有更多的了解。
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引用次数: 0
Increasing returns and labor markets in a predator–prey model 捕食者-猎物模型中的收益递增和劳动力市场
IF 1.8 4区 经济学 Q3 ECONOMICS Pub Date : 2024-06-20 DOI: 10.1007/s00191-024-00861-x
Giovanni Dosi, Davide Usula, Maria Enrica Virgillito

The purpose of this work is to study the joint interaction of three founding elements of modern capitalism, namely endogenous technical change, income distribution, and labor markets, within a low-dimensional nonlinear dynamic setup extending the Goodwin model. Going beyond the conservative structure typical of the predator–prey model, we insert an endogenous source of energy, namely a Kaldor–Verdoorn (KV) increasing returns specification, that feeds the dynamics of the system over the long run and in that incorporates a transition to an (anti)-dissipative framework. The qualitatively dynamics and ample array of topological structures reflect a wide range of Kaldorian stylized facts, as steady productivity growth and constant shares of income distribution. The intensity of learning regimes and wage sensitivity to unemployment allow to mimic some typical traits of both Competitive and Fordist regimes of accumulation, showing the relevance of the demand-side engine, represented by the KV law, within an overall supply-side framework. High degrees of learning regimes stabilize the system and bring it out of an oscillatory trap. Even under regimes characterized by low degrees of learning, wage rigidity is able to stabilize the business cycle fluctuations and exert a positive effect on productivity growth.

这项工作的目的是研究现代资本主义的三个基本要素,即内生技术变革、收入分配和劳动力市场,在一个扩展了古德温模型的低维非线性动态设置中的共同互动。我们超越了捕食者-猎物模型的典型保守结构,插入了一个内生的能量源,即 Kaldor-Verdoorn(KV)收益递增规范,它为系统的长期动态提供了动力,并在其中包含了向(反)耗散框架的过渡。定性动态和大量拓扑结构反映了广泛的卡尔多式事实,如稳定的生产率增长和恒定的收入分配份额。学习制度的强度和工资对失业的敏感性可以模拟竞争积累制度和福特主义积累制度的一些典型特征,显示出以 KV 法则为代表的需求方引擎在整个供给方框架中的相关性。高程度的学习制度可以稳定制度,使其走出振荡陷阱。即使在学习程度低的制度下,工资刚性也能稳定商业周期波动,并对生产率增长产生积极影响。
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引用次数: 0
Review of: Matthews J. A solar-hydrogen economy: Driving the green hydrogen industrial revolution 回顾:Matthews J. A solar-hydrogen economy:推动绿色氢能工业革命
IF 1.8 4区 经济学 Q2 Economics, Econometrics and Finance Pub Date : 2024-05-28 DOI: 10.1007/s00191-024-00859-5
Pier-Paolo Saviotti

This book briefly outlines the project of a future economic system in which energy is predominantly derived from the sun and from hydrogen. Hydrogen is generated by the electrolysis of water, the energy for which comes from the sun. Hydrogen is then combined with oxygen to produce energy and water. The solar hydrogen economy is then a circular economy which, according to the author, can generate unlimited amounts of energy in a sustainable way. It is quite likely that the solar hydrogen economy will be an important component of a sustainable economic system. The book, although quite synthetic, is written with clarity and passion, perhaps underestimating the barriers to the construction of such an economic system and the presence of possible alternatives. However, it provides a quick introduction to a subject the importance of which is likely to grow considerably in the near future.

本书简要概述了未来经济体系的计划,在这个体系中,能源主要来自太阳和氢气。氢是通过电解水产生的,电解水的能量来自太阳。然后,氢气与氧气结合,产生能量和水。作者认为,太阳能氢经济是一种循环经济,可以以可持续的方式产生无限量的能源。太阳能氢经济很有可能成为可持续经济体系的重要组成部分。这本书虽然很综合,但写得清晰而充满激情,也许低估了构建这种经济体系的障碍和可能存在的替代方案。不过,这本书为我们提供了一个快速入门的课题,其重要性在不久的将来可能会大大提高。
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引用次数: 0
An inquiry into the drivers of an entrepreneurial economy: A Bayesian clustering approach 探究创业型经济的驱动因素:贝叶斯聚类方法
IF 1.8 4区 经济学 Q2 Economics, Econometrics and Finance Pub Date : 2024-05-23 DOI: 10.1007/s00191-024-00863-9
Maximo Camacho, Emilio Congregado, Ana Rodríguez-Santiago
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引用次数: 0
Social Darwinism Revisited: How four critics altered the meaning of a near-obsolete term, greatly increased its usage, and thereby changed social science 重温社会达尔文主义:四位评论家如何改变了一个几近过时的术语的含义,大大提高了其使用率,从而改变了社会科学
IF 1.8 4区 经济学 Q2 Economics, Econometrics and Finance Pub Date : 2024-05-13 DOI: 10.1007/s00191-024-00862-w
Geoffrey M. Hodgson

Many social scientists still resist Darwinian insights. A possible reason for this is a fear of being associated with Social Darwinism. This article updates a 2002 search for appearances of Social Darwinism in articles and reviews on the JSTOR database. This database has since increased substantially in size, and it now includes far more publications in languages other than English. Use of the term Social Darwinism was rare before the 1940s. Talcott Parsons used it in 1932 to criticise the analytic use of the core Darwinian concepts in social science. Subsequently, and for the first time, Herbert Spencer and Willam Graham Sumner were described as Social Darwinists. This led to a major change of meaning of the term, where it was associated more, but not entirely, with free market individualism. With this reconstructed meaning, a 1944 bestselling book by Richard Hofstadter provoked an explosion of usage of the term in postwar years. The continuing use of the term is partly ideologically motivated and has served to deter consideration of Darwinian ideas in social science.

许多社会科学家仍然抵制达尔文主义的见解。其中一个可能的原因是害怕与社会达尔文主义联系在一起。本文更新了 2002 年对 JSTOR 数据库中出现社会达尔文主义的文章和评论的搜索。此后,该数据库的规模大幅扩大,现在收录了更多英语以外语言的出版物。社会达尔文主义一词在 20 世纪 40 年代之前很少使用。塔尔科特-帕森斯(Talcott Parsons)在 1932 年使用该词批评社会科学中对达尔文主义核心概念的分析使用。随后,赫伯特-斯宾塞和威兰-格雷厄姆-萨姆纳首次被称为社会达尔文主义者。这导致该术语的含义发生了重大变化,它更多地与自由市场个人主义联系在一起,但并非完全如此。根据这一重新构建的含义,理查德-霍夫斯塔德(Richard Hofstadter)在 1944 年出版的一本畅销书引发了战后该术语的爆炸性使用。该词的继续使用部分是出于意识形态的动机,并起到了阻止社会科学对达尔文思想进行思考的作用。
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引用次数: 0
期刊
Journal of Evolutionary Economics
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