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Agent models of customer journeys on retail high streets. 高街零售店顾客旅程的代理模型。
IF 0.8 4区 经济学 Q3 ECONOMICS Pub Date : 2023-01-01 Epub Date: 2022-05-09 DOI: 10.1007/s11403-022-00350-z
Paul M Torrens

In this review paper, we aim to make the case that a concept from retail analytics and marketing-the customer journey-can provide promising new frameworks and support for agent-based modeling, with a broad range of potential applications to high-resolution and high-fidelity simulation of dynamic phenomena on urban high streets. Although not the central focus of the review, we consider agent-based modeling of retail high streets against a backdrop of broader debate about downtown vitality and revitalization, amid a climate of economic challenges for brick-and-mortar retail. In particular, we consider how agent-based modeling, supported by insights from consideration of indoor shopping, can provide planning and decision support in outdoor high street settings. Our review considers abstractions of customers through conceptual modeling and customer typology, as well as abstractions of retailing as stationary and mobile. We examine high-level agency of shop choice and selection, as well as low-level agency centered on perception and cognition. Customer journeys are most often trips through geography; we therefore review path-planning, generation of foot traffic, wayfinding, steering, and locomotion. On busy high streets, journeys also manifest within crowd motifs; we thus review proximity, group dynamics, and sociality. Many customer journeys along retail high streets are dynamic, and customers will shift their journeys as they come into contact with experiences and service offerings. To address this, we specifically consider treatment of time and timing in agent-based models. We also examine sites for customer journeys, looking in particular at how agent-based models can provide support for the analysis of atmospherics, artifacts, and location-based services. Finally, we examine staff-side agency, considering store staff as potential agents outdoors; and we look at work to build agent-based models of fraud from customer journey analysis.

在这篇综述论文中,我们旨在说明零售分析和市场营销中的一个概念--"顾客旅程"--可以为基于代理的建模提供有前景的新框架和支持,并在高分辨率和高保真模拟城市商业街的动态现象方面具有广泛的潜在应用。尽管这不是本综述的核心重点,但在实体零售业面临经济挑战的大背景下,我们考虑了基于代理的高街零售建模,并对市中心的活力和振兴进行了更广泛的讨论。特别是,我们考虑了基于代理的建模如何在考虑室内购物的基础上,为室外商业街的规划和决策提供支持。我们的综述通过概念建模和顾客类型学对顾客进行了抽象,并将零售业抽象为固定和移动零售业。我们研究了商店选择和挑选的高级代理,以及以感知和认知为中心的低级代理。顾客的旅程通常是通过地理环境进行的旅行;因此,我们对路径规划、人流量的产生、寻路、转向和移动进行了研究。在繁华的商业街上,顾客旅程还体现在人群主题中;因此,我们将探讨邻近性、群体动力和社交性。零售商业街上的许多顾客旅程都是动态的,顾客会在接触到各种体验和服务时改变他们的旅程。为此,我们特别考虑了基于代理的模型中对时间和时机的处理。我们还研究了顾客旅程的地点,特别是基于代理的模型如何为分析氛围、人工制品和基于位置的服务提供支持。最后,我们研究了店员方面的代理,将店员视为潜在的户外代理;我们还研究了从顾客旅程分析中建立基于代理的欺诈模型的工作。
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引用次数: 0
Gradual financial integration and macroeconomic fluctuations in emerging market economies: evidence from China. 新兴市场经济体的逐步金融一体化与宏观经济波动:来自中国的证据。
IF 1.1 4区 经济学 Q3 ECONOMICS Pub Date : 2023-01-01 DOI: 10.1007/s11403-022-00368-3
Yong Ma, Yiqing Jiang

This paper extends the conventional DSGE literature by developing a New Keynesian DSGE model featuring imperfect financial markets with various friction costs, which allows for the study of macroeconomic dynamics under different levels of financial integration. We conduct Bayesian estimation and draw implications on the macroeconomic effects of gradual financial integration using the Chinese economy as an example. We find that macroeconomic fluctuations vary with different levels of financial integration and the specific relationship depends on the nature of exogenous shocks. Variance decomposition analysis shows that as financial integration increases, the contribution of foreign exchange shocks declines while that of domestic shocks increases. We also find that there is a notable enhancement of welfare associated with improvement in financial integration, and the effectiveness of monetary policy in emerging market economies would be weakened as financial integration increases.

本文扩展了传统的DSGE文献,建立了具有不同摩擦成本的不完全金融市场的新凯恩斯DSGE模型,允许研究不同金融一体化水平下的宏观经济动态。本文以中国经济为例,对渐进式金融一体化的宏观经济效应进行了贝叶斯估计。研究发现,宏观经济波动随金融一体化程度的不同而不同,具体关系取决于外生冲击的性质。方差分解分析表明,随着金融一体化程度的提高,外汇冲击的贡献减小,而国内冲击的贡献增大。我们还发现,随着金融一体化程度的提高,新兴市场经济体的福利水平显著提高,货币政策的有效性将随着金融一体化程度的提高而减弱。
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引用次数: 1
How to design virus containment policies? A joint analysis of economic and epidemic dynamics under the COVID-19 pandemic. 如何设计病毒遏制策略?2019冠状病毒病大流行背景下的经济和流行病动态联合分析。
IF 1.1 4区 经济学 Q3 ECONOMICS Pub Date : 2023-01-01 DOI: 10.1007/s11403-022-00369-2
Alessandro Basurto, Herbert Dawid, Philipp Harting, Jasper Hepp, Dirk Kohlweyer

We analyze the impact of different designs of COVID-19-related lockdown policies on economic loss and mortality using a micro-level simulation model, which combines a multi-sectoral closed economy with an epidemic transmission model. In particular, the model captures explicitly the (stochastic) effect of interactions between heterogeneous agents during different economic activities on virus transmissions. The empirical validity of the model is established using data on economic and pandemic dynamics in Germany in the first 6 months after the COVID-19 outbreak. We show that a policy-inducing switch between a strict lockdown and a full opening-up of economic activity based on a high incidence threshold is strictly dominated by alternative policies, which are based on a low incidence threshold combined with a light lockdown with weak restrictions of economic activity or even a continuous weak lockdown. Furthermore, also the ex ante variance of the economic loss suffered during the pandemic is substantially lower under these policies. Keeping the other policy parameters fixed, a variation of the consumption restrictions during the lockdown induces a trade-off between GDP loss and mortality. Furthermore, we study the robustness of these findings with respect to alternative pandemic scenarios and examine the optimal timing of lifting containment measures in light of a vaccination rollout in the population.

采用多部门封闭经济与疫情传播模型相结合的微观模拟模型,分析不同疫情防控政策设计对经济损失和死亡率的影响。特别是,该模型明确地捕捉了不同经济活动中异质因子之间相互作用对病毒传播的(随机)影响。利用新冠肺炎疫情爆发后前6个月德国的经济和疫情动态数据,建立了该模型的实证有效性。研究表明,基于高发生率阈值的严格封锁与经济活动全面开放之间的政策诱导转换,严格由基于低发生率阈值与弱经济活动限制的轻封锁相结合甚至持续弱封锁的替代政策主导。此外,根据这些政策,大流行病期间遭受的经济损失的事前差异也大大降低。在保持其他政策参数不变的情况下,封锁期间消费限制的变化会导致GDP损失和死亡率之间的权衡。此外,我们研究了这些发现相对于其他大流行情景的稳健性,并研究了在人群中接种疫苗的情况下解除控制措施的最佳时机。
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引用次数: 8
Introduction to the special issue on agent-based models in urban economics 城市经济学中基于主体的模型专题导论
IF 1.1 4区 经济学 Q3 ECONOMICS Pub Date : 2022-11-02 DOI: 10.1007/s11403-022-00375-4
Jason Barr, Jiaqi Ge
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引用次数: 1
Interaction between price and expectations in the jar-guessing experimental market 猜谜实验市场中价格与预期的相互作用
IF 1.1 4区 经济学 Q3 ECONOMICS Pub Date : 2022-10-25 DOI: 10.1007/s11403-022-00374-5
Toshiaki Akinaga, Takanori Kudo, Kenju Akai
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引用次数: 0
The distribution of wealth: an agent-based approach to examine the effect of estate taxation, skill inheritance, and the Carnegie Effect 财富分配:一种基于代理人的方法来检验遗产税、技能继承和卡内基效应的影响
IF 1.1 4区 经济学 Q3 ECONOMICS Pub Date : 2022-10-16 DOI: 10.1007/s11403-022-00372-7
C. Kulp, Michael J. Kurtz, Charles Hunt, Matthew Velardi
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引用次数: 0
Group contest in a coopetitive setup: experimental evidence 合作竞争环境下的小组竞赛:实验证据
IF 1.1 4区 经济学 Q3 ECONOMICS Pub Date : 2022-10-15 DOI: 10.1007/s11403-022-00373-6
H. J. Kiss, Alfonso Rosa-García, Vita Zhukova
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引用次数: 0
Dissimilarity effects on house prices: what is the value of similar neighbours? 差异对房价的影响:相似邻居的价值是多少?
IF 1.1 4区 经济学 Q3 ECONOMICS Pub Date : 2022-10-02 DOI: 10.1007/s11403-022-00370-9
S. Bonakdar, Michael W. M. Roos
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引用次数: 0
“Less is more” or “more is better”? The effect of asymmetric information distribution on market efficiency and wealth inequality “少即是多”还是“多即是好”?信息分配不对称对市场效率和财富不平等的影响
IF 1.1 4区 经济学 Q3 ECONOMICS Pub Date : 2022-09-03 DOI: 10.1007/s11403-022-00365-6
Rocco Caferra, Simone Nuzzo, A. Morone
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引用次数: 0
Agents interaction and price dynamics: evidence from the laboratory 代理商互动与价格动态:来自实验室的证据
IF 1.1 4区 经济学 Q3 ECONOMICS Pub Date : 2022-08-26 DOI: 10.1007/s11403-022-00366-5
Rocco Caferra, G. Tedeschi, A. Morone
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引用次数: 0
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Journal of Economic Interaction and Coordination
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