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The new industrial revolution: the optimal choice for flexible work companies 新工业革命:灵活工作公司的最佳选择
IF 1.1 4区 经济学 Q3 ECONOMICS Pub Date : 2024-06-25 DOI: 10.1007/s11403-024-00418-y
Leonardo Becchetti, Francesco Salustri, Nazaria Solferino

The mandatory shift to remote work during the COVID-19 pandemic has made employers and employees increasingly aware of the productivity benefits that may arise from the digital revolution. To explore the characteristics of these gains, we build a model that enables companies to choose from three types of relationship inputs: face-to-face, remote synchronous, and remote asynchronous. Once remote interactions are included, five factors influencing job satisfaction and therefore worker productivity can be identified: (i) reduced mobility, (ii) interaction frequency, (iii) optimal time/place, (iv) work-life balance, and (v) relationship decay effects. We compute the optimal distribution of the three relationship types that maximize corporate profits, conditioning on reasonable parametric assumptions on these five effects. Additionally, we evaluate the potential productivity growth for companies employing only face-to-face interactions when introducing remote interactions. We test our theoretical predictions with a Structural Equation Model, revealing that remote work enhances worker satisfaction and willingness to contribute additional effort at the same wage. Our empirical findings have relevant implications for industrial and environmental policies at both national and supranational levels.

在 COVID-19 大流行期间,强制性的远程工作转变让雇主和员工越来越意识到数字革命可能带来的生产力收益。为了探索这些收益的特点,我们建立了一个模型,使企业能够从面对面、远程同步和远程异步三种关系输入中进行选择。一旦将远程互动包括在内,就可以确定影响工作满意度并进而影响工人生产率的五个因素:(i) 流动性降低,(ii) 互动频率,(iii) 最佳时间/地点,(iv) 工作与生活的平衡,以及 (v) 关系衰减效应。在对这五种效应进行合理参数假设的前提下,我们计算了三种关系类型的最优分布,从而使企业利润最大化。此外,我们还评估了在引入远程互动时,仅采用面对面互动的公司的潜在生产率增长情况。我们利用结构方程模型检验了我们的理论预测,结果表明,远程工作能提高工人的满意度,并愿意在工资不变的情况下付出更多努力。我们的实证研究结果对国家和超国家层面的工业和环境政策都有相关影响。
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引用次数: 0
Post-COVID inflation and the monetary policy dilemma: an agent-based scenario analysis 后 COVID 通胀与货币政策困境:基于代理的情景分析
IF 1.1 4区 经济学 Q3 ECONOMICS Pub Date : 2024-06-24 DOI: 10.1007/s11403-024-00413-3
Max Sina Knicker, Karl Naumann-Woleske, Jean-Philippe Bouchaud, Francesco Zamponi

The economic shocks that followed the COVID-19 pandemic have brought to light the difficulty, both for academics and policy makers, of describing and predicting the dynamics of inflation. This paper offers an alternative modelling approach. We study the 2020–2023 period within the well-studied Mark-0 Agent-Based Model, in which economic agents act and react according to plausible behavioural rules. We include a mechanism through which trust of economic agents in the Central Bank can de-anchor. We investigate the influence of regulatory policies on inflationary dynamics resulting from three exogenous shocks, calibrated on those that followed the COVID-19 pandemic: a production/consumption shock due to COVID-related lockdowns, a supply chain shock, and an energy price shock exacerbated by the Russian invasion of Ukraine. By exploring the impact of these shocks under different assumptions about monetary policy efficacy and transmission channels, we review various explanations for the resurgence of inflation in the USA, including demand-pull, cost-push, and profit-driven factors. Our main results are fourfold: (i) without appropriate fiscal policy, the shocked economy can take years to recover, or even tip over into a deep recession; (ii) the success of monetary policy in curbing inflation is primarily due to expectation anchoring, rather than to the direct economic impact of interest rate hikes; (iii) however, perhaps paradoxically, strong inflation anchoring is detrimental to consumption and unemployment, leading to a narrow window of “optimal” policy responses due to the trade-off between inflation and unemployment; (iv) the two most sensitive model parameters are those describing wage and price indexation. The results of our study have implications for Central Bank decision-making, and offer an easy-to-use tool that may help anticipate the consequences of different monetary and fiscal policies.

COVID-19 大流行后的经济震荡暴露了学术界和政策制定者在描述和预测通货膨胀动态方面的困难。本文提供了另一种建模方法。我们在研究充分的 Mark-0 代理商模型中研究了 2020-2023 年期间的情况,在该模型中,经济代理根据可信的行为规则行事和做出反应。我们在模型中加入了一种机制,通过这种机制,经济主体对中央银行的信任会减弱。我们研究了监管政策对 COVID-19 大流行后三种外生冲击导致的通胀动态的影响:与 COVID 相关的封锁导致的生产/消费冲击、供应链冲击以及因俄罗斯入侵乌克兰而加剧的能源价格冲击。通过探讨这些冲击在不同货币政策效力和传导渠道假设下的影响,我们回顾了美国通胀回升的各种解释,包括需求拉动、成本推动和利润驱动因素。我们的主要结果有四个方面:(i)如果没有适当的财政政策,受冲击的经济可能需要数年才能恢复,甚至陷入深度衰退;(ii)货币政策在抑制通胀方面的成功主要归因于预期锚定,而非加息对经济的直接影响;(iii)然而,也许自相矛盾的是,强有力的通胀锚定不利于消费和失业,由于通胀和失业之间的权衡,导致 "最佳 "政策反应窗口狭窄;(iv)两个最敏感的模型参数是描述工资和物价指数化的参数。我们的研究结果对中央银行的决策具有重要意义,并提供了一个易于使用的工具,可帮助预测不同货币和财政政策的后果。
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引用次数: 0
Simulations for models with heterogeneous agents, incomplete markets, real assets and aggregate uncertainty 具有异质代理、不完全市场、实际资产和总体不确定性的模型模拟
IF 1.1 4区 经济学 Q3 ECONOMICS Pub Date : 2024-06-23 DOI: 10.1007/s11403-024-00415-1
Damian Pierri

This paper presents conditions to guarantee the convergence of simulations to a stochastic steady state, characterized by an invariant probability distribution, in an endowment economy with a finite number of heterogeneous agents, 1 period real assets offered in zero net supply, aggregate uncertainty, incomplete markets and uncountable shocks. The results are robust to the presence of multiple discontinuous equilibria and are numerically implementable. We work on a Markov environment with an enlarged state space to characterize ergodic equilibria and differentiate them with respect to time-independent and stationary ones. We show, by imposing a mild restriction on the discontinuity set, that every measurable time-independent selection approximates the stochastic steady state of the model. The results in this paper are constructive and based on assumptions imposed on the primitives of the model. Thus, they can help to design calibration and estimation methods for heterogeneous agent models based on unconditional moments.

本文提出了在有限数量异质代理、零净供给的 1 期实物资产、总体不确定性、不完全市场和不可计数冲击的禀赋经济中,保证模拟收敛到随机稳态的条件,该稳态以不变概率分布为特征。这些结果对多个不连续均衡的存在是稳健的,并且可以用数字实现。我们在扩大了状态空间的马尔可夫环境中研究了遍历均衡的特征,并将它们与时间无关均衡和静态均衡区分开来。通过对不连续集施加温和的限制,我们证明了每一个可测量的与时间无关的选择都近似于模型的随机稳态。本文的结果是建设性的,基于对模型基元的假设。因此,它们有助于设计基于无条件矩的异质代理模型的校准和估计方法。
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引用次数: 0
A dynamic model of wealth segregation 财富隔离的动态模型
IF 1.1 4区 经济学 Q3 ECONOMICS Pub Date : 2024-06-18 DOI: 10.1007/s11403-024-00416-0
Eugenio Vicario

We propose a dynamic model where the real estate market generates wealth segregation within a town. The model develops on the Schelling’s checkerboard dynamics with one main difference: Agents are fully characterized by their wealth, which changes with the progress of the model dynamics. The driver of the segregation is a positive neighborhood externality such that households’ utility is increasing in the average wealth of the neighbors. The identification of a potential function enables prediction of the long-run limiting behavior of the dynamics: Wealth segregation is an endemic result, unless a perturbation at the individual level is introduced. Public policies that mimic the perturbation can reduce wealth segregation.

我们提出了一个动态模型,在这个模型中,房地产市场导致了城镇内部的财富隔离。该模型是在谢林棋盘动态模型的基础上发展起来的,但有一个主要区别:代理完全以其财富为特征,而财富会随着模型动态变化而变化。隔离的驱动因素是正的邻里外部性,即家庭效用随邻居平均财富的增加而增加。潜在函数的确定可以预测动态的长期限制行为:除非引入个人层面的扰动,否则财富隔离是一种地方性结果。模仿扰动的公共政策可以减少财富隔离。
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引用次数: 0
Editorial to the special issue on ZIMI ZIMI 特刊社论
IF 1.1 4区 经济学 Q2 Economics, Econometrics and Finance Pub Date : 2024-06-13 DOI: 10.1007/s11403-024-00414-2
Dave Cliff, Dan K. Gode, Shyam Sunder
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引用次数: 0
Rationality, inequality, and the output gap: evidence from a disaggregated Keynesian cross diagram 理性、不平等和产出缺口:来自凯恩斯分类交叉图的证据
IF 1.1 4区 经济学 Q2 Economics, Econometrics and Finance Pub Date : 2024-05-28 DOI: 10.1007/s11403-024-00412-4
Andrea Teglio

This paper examines the conditions under which a representative agent (RA) model can accurately approximate the output of a multi-agent model that assumes many interacting agents. The study compares the widely used Keynesian cross diagram, which employs a representative agent, to an extended model that explicitly considers multiple interacting households and firms. The extended model reduces to the original RA model when there is one agent of each type. The findings suggest that the RA Keynesian cross diagram model does not accurately approximate the extended multi-agent model when: (1) the network structure of the economy is asymmetric (e.g., firms have different sizes), or (2) the rationality of agents is too low. Additionally, when income inequality is considered by introducing capitalists, the RA model is no longer a good approximation, even if agents are rational. However, fiscal policies that redistribute income can improve the accuracy of the RA model’s predictions. In general, features that increase the overall rationality of the economy and decrease heterogeneity tend to improve the performance of the RA approximation.

本文探讨了代表性代理(RA)模型在何种条件下可以准确地近似于假定有许多相互作用的代理的多代理模型的输出。该研究将广泛使用的凯恩斯交叉图(采用一个代表性代理)与明确考虑多个相互作用的家庭和企业的扩展模型进行了比较。当每种类型都有一个代理人时,扩展模型可还原为原始的 RA 模型。研究结果表明,当出现以下情况时,RA 凯恩斯交叉图模型不能准确地近似于扩展的多代理模型:(1) 经济网络结构不对称(如企业规模不同),或 (2) 代理人的理性太低。此外,当引入资本家来考虑收入不平等问题时,即使代理人是理性的,RA 模型也不再是一个很好的近似模型。不过,重新分配收入的财政政策可以提高 RA 模型预测的准确性。一般来说,提高经济整体理性和降低异质性的特征往往会改善 RA 近似模型的性能。
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引用次数: 0
Editorial to the special issue on applications of complexity for resilient organizations, management and innovation systems 为 "复杂性在弹性组织、管理和创新系统中的应用 "特刊撰写社论
IF 1.1 4区 经济学 Q2 Economics, Econometrics and Finance Pub Date : 2024-04-24 DOI: 10.1007/s11403-024-00411-5
S. Cincotti, Ilaria Giannoccaro, Cristina Ponsiglione, L. Ponta, Andreas Pyka
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引用次数: 0
Economic interactions that are beyond simulation 无法模拟的经济互动
IF 1.1 4区 经济学 Q2 Economics, Econometrics and Finance Pub Date : 2024-04-12 DOI: 10.1007/s11403-024-00410-6
Shaun Gallagher, Antonio Mastrogiorgio

In this paper, we argue that not all economic interactions can be simulated. Specific types of interactions, instantiated in and instantiating of institutional structures, are embodied in ways that do not admit entailing laws and cannot be expressed in a computational model. Our arguments have two implications: (i) zero intelligence is not merely a computational phenomenon but requires an “embodied” coupling with the environment (theoretical implication); and (ii) some interactions, on which collective phenomena are based, are unprestatable and generate emerging phenomena which cannot be entailed by computation (methodological implication).

在本文中,我们认为并非所有的经济互动都可以模拟。特定类型的互动,在制度结构中的实例化和实例化,其体现方式不承认蕴含的规律,也无法用计算模型来表达。我们的论点有两层含义:(i) 零智能不仅仅是一种计算现象,还需要与环境的 "具体化 "耦合(理论含义);(ii) 集体现象所基于的某些互动是不可预测的,会产生计算无法包含的新现象(方法论含义)。
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引用次数: 0
How a liquidity saving mechanism affects bank behavior in interconnected payment networks 流动性储蓄机制如何影响互联支付网络中的银行行为
IF 1.1 4区 经济学 Q2 Economics, Econometrics and Finance Pub Date : 2024-04-03 DOI: 10.1007/s11403-024-00408-0
Hitoshi Hayakawa

A surge in banks’ liquidity needs increases settlement costs that could burden the functioning of the real economy through its impact on banks’ lending behavior. A liquidity saving mechanism (LSM) can help reduce banks’ liquidity needs, but it could also affect banks’ strategic behavior. To understand how an LSM affects banks’ behavior in a real-time gross settlement system, this study models settlements in a day as a timing game in which banks decide when to make payments, thereby trading off the cost of delaying payments against the cost of borrowing liquidity. An LSM provides a partial offsetting service, whose direct effect is to decrease the cost of liquidity associated with payments that are offset. The study’s stylized analyses reveal that an LSM indirectly affects banks’ strategic behavior in a network context. Without an LSM, a positive strategic spillover effect can arise through the network of payments, which an LSM can dismiss by cutting off the underlying payment network. To demonstrate its welfare impact along with the network structures, this study theoretically analyzes a class of core-periphery networks. The density of the network is shown to have implications on the welfare consequence of adding an LSM. From a policy perspective, the implications on a policy mix between an LSM and the fee setting for intraday lending are discussed.

银行流动性需求激增会增加结算成本,从而影响银行的贷款行为,进而对实体经济的运行造成负担。流动性节约机制(LSM)有助于降低银行的流动性需求,但也可能影响银行的策略行为。为了解流动性储蓄机制如何影响银行在实时总结算系统中的行为,本研究将一天内的结算模拟为一场时间博弈,在这场博弈中,银行决定何时进行支付,从而将延迟支付的成本与借入流动性的成本进行权衡。实时结算系统提供部分冲销服务,其直接效果是降低与冲销支付相关的流动性成本。研究的风格化分析表明,在网络背景下,流动性管理间接影响银行的战略行为。如果没有 LSM,就会通过支付网络产生积极的战略溢出效应,而 LSM 可以通过切断基础支付网络来消除这种效应。为了证明其对福利的影响以及网络结构,本研究从理论上分析了一类核心-外围网络。研究表明,网络的密度会对增加一个 LSM 的福利后果产生影响。从政策角度看,本研究还讨论了 "本地市场机制 "与 "盘中借贷费用设置 "之间的政策组合的影响。
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引用次数: 0
Transient dynamics of the COVID lockdown on India’s production network COVID 封锁印度生产网络的瞬态动态
IF 1.1 4区 经济学 Q2 Economics, Econometrics and Finance Pub Date : 2024-03-19 DOI: 10.1007/s11403-024-00409-z

Abstract

In the wake of the COVID-19 pandemic, the Government of India imposed production restrictions on various sectors of the economy. Prima facie there is reason to believe that the cost of the quantity constraints may be greater than their simple sum. This is because quantity constraints percolate through the production network forcing some sectors to reduce output because of the non-availability of inputs. This paper uses an input–output network model (IO-NET model) to study the impact of the lockdown on the Indian economy. We calibrate our IO-NET model to the Indian economy using data on sectoral linkages. We then examine the impact of the lockdown using sector-based computational experiments. Such experiments allow us to examine the out-of-equilibrium time dynamics that emerge in response to the lockdown. The transient dynamics reveal certain counterintuitive phenomena. The first of which is that the supply of output of some sectors increases during and immediately after the lockdown. Second, recovery after the relaxation of the lockdown entails the overshooting of GDP above its normal levels. And the size of the overshooting depends on the stickiness of prices. These counterintuitive phenomena are intimately related to the network interaction between firms as buyers and sellers of intermediate inputs. The paper also measures the network effect of the lockdown across different sectors. There is sizeable heterogeneity among sectors in how their network position amplifies the quantity constraints imposed on sectors distantly related to them as buyers–sellers of intermediate inputs. Ultimately, models like our own can serve as testbeds for policy experiments, especially when the model is calibrated to granular data on buyer–seller linkages in the economy.

摘要 在 COVID-19 大流行之后,印度政府对各经济部门实施了生产限制。从表面上看,有理由相信数量限制的成本可能大于其简单的总和。这是因为数量限制会渗透到生产网络中,迫使一些部门因无法获得投入而减少产出。本文使用投入产出网络模型(IO-NET 模型)来研究封锁对印度经济的影响。我们利用部门联系数据对印度经济的 IO-NET 模型进行了校准。然后,我们利用基于部门的计算实验来研究封锁的影响。通过这些实验,我们可以研究因封锁而出现的非均衡时间动态。瞬态动力学揭示了某些反直觉现象。首先,一些部门的产出供应在封锁期间和封锁后立即增加。其次,封锁放松后的复苏会导致国内生产总值超调,超过正常水平。而超调的幅度取决于价格的粘性。这些反直觉的现象与作为中间投入品买方和卖方的企业之间的网络互动密切相关。本文还衡量了不同行业的封锁网络效应。不同部门的网络地位在如何放大对作为中间投入品买方和卖方的远距离相关部门施加的数量限制方面存在巨大差异。最终,像我们这样的模型可以作为政策实验的试验台,特别是当模型与经济中买方-卖方联系的详细数据进行校准时。
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引用次数: 0
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Journal of Economic Interaction and Coordination
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