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Personalized pricing versus showrooming: competition between online and offline retailers 个性化定价与陈列展示:线上与线下零售商之间的竞争
IF 3.1 4区 管理学 Q2 MANAGEMENT Pub Date : 2024-02-23 DOI: 10.1111/itor.13444
Zhenzhen Ren, Junfeng Tian, Shurong Kang, Meixian Tang, Jinsong Tian

This study examines how personalized pricing affects customers’ showrooming behavior in the duopoly competition with horizontal product differentiation between traditional and online retailers. For the available personalized pricing strategies, we obtained the optimal decisions for both retailers in the scenarios with and without showrooming. Our results indicate that adopting personalized pricing under particular conditions enables each retailer to be more profitable, even in the presence of showrooming purchases. This finding explains why an increasing number of online and offline retailers have implemented personalized pricing based on technical means and consumer purchase records. It is also demonstrated that personalized pricing can counter showrooming behavior of consumers amidst the competition between both retailers, which provides a novel theoretical basis for dealing with cross-channel shopping in multichannel retail competition. We further clarify how retailers can avoid being trapped in a prisoner's dilemma when both sides have access to personalized pricing. Also, the adoption of personalized pricing can improve consumer surplus and social welfare.

本研究探讨了在传统零售商和在线零售商横向产品差异化的双头垄断竞争中,个性化定价如何影响顾客的展示厅行为。针对现有的个性化定价策略,我们得出了在有和没有展示厅的情况下,两家零售商的最优决策。我们的研究结果表明,在特定条件下采用个性化定价能使每家零售商获得更多利润,即使在有 "展示厅购买 "的情况下也是如此。这一发现解释了为什么越来越多的在线和离线零售商根据技术手段和消费者购买记录实施个性化定价。研究还证明,个性化定价可以在两个零售商的竞争中抵制消费者的展示厅行为,这为在多渠道零售竞争中处理跨渠道购物提供了新颖的理论基础。我们进一步阐明了当双方都能使用个性化定价时,零售商如何避免陷入囚徒困境。同时,采用个性化定价可以提高消费者剩余和社会福利。
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引用次数: 0
Statistical proxy based mean-reverting portfolios with sparsity and volatility constraints 具有稀疏性和波动性约束的基于统计代理的均值回复投资组合
IF 3.1 4区 管理学 Q2 MANAGEMENT Pub Date : 2024-02-13 DOI: 10.1111/itor.13442
Ahmad Mousavi, George Michilidis
Mean-reverting portfolios with volatility and sparsity constraints are of prime interest to practitioners in finance since they are both profitable and well-diversified, while also managing risk and minimizing transaction costs. Three main measures that serve as statistical proxies to capture the mean-reversion property are predictability, portmanteau criterion, and crossing statistics. If in addition, reasonable volatility and sparsity for the portfolio are desired, a convex quadratic or quartic objective function, subject to nonconvex quadratic and cardinality constraints needs to be minimized. In this paper, we introduce and investigate a comprehensive modeling framework that incorporates all the previous proxies proposed in the literature and develop an effective unifying algorithm that is enabled to obtain a Karush–Kuhn–Tucker (KKT) point under mild regularity conditions. Specifically, we present a tailored penalty decomposition method that approximately solves a sequence of penalized subproblems by a block coordinate descent algorithm. To the best of our knowledge, our proposed algorithm is the first method for directly solving volatile, sparse, and mean-reverting portfolio problems based on the portmanteau criterion and crossing statistics proxies. Further, we establish that the convergence analysis can be extended to a nonconvex objective function case if the starting penalty parameter is larger than a finite bound and the objective function has a bounded level set. Numerical experiments on the S&P 500 data set demonstrate the efficiency of the proposed algorithm in comparison to a semidefinite relaxation-based approach and suggest that the crossing statistics proxy yields more desirable portfolios.
具有波动性和稀疏性约束的均值回复投资组合是金融从业者最感兴趣的投资组合,因为它们既能盈利,又能很好地分散投资,同时还能管理风险并最大限度地降低交易成本。作为捕捉均值回复特性的统计代用指标,主要有三种:可预测性、波特曼标准和交叉统计。此外,如果希望投资组合具有合理的波动性和稀疏性,则需要最小化一个凸二次或四次目标函数,该函数受非凸二次约束和卡方约束的限制。在本文中,我们引入并研究了一个综合建模框架,该框架融合了之前文献中提出的所有代用指标,并开发了一种有效的统一算法,该算法能够在温和的正则条件下获得卡氏-库恩-塔克(KKT)点。具体来说,我们提出了一种量身定制的惩罚分解方法,该方法可通过分块坐标下降算法近似求解一系列惩罚子问题。据我们所知,我们提出的算法是第一种基于波特曼准则和交叉统计代理直接求解波动、稀疏和均值回复组合问题的方法。此外,我们还证明,如果起始惩罚参数大于有限边界,且目标函数具有有界水平集,则收敛分析可扩展到非凸目标函数情况。在 S&P 500 数据集上进行的数值实验表明,与基于半无限松弛的方法相比,所提出的算法效率更高,并且表明交叉统计代理能产生更理想的投资组合。
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引用次数: 0
Optimal two-period pricing decisions and value-added service strategies of two-sided platform considering suppliers entry timing 考虑供应商进入时机的双面平台的最优两期定价决策和增值服务策略
IF 3.1 4区 管理学 Q2 MANAGEMENT Pub Date : 2024-02-13 DOI: 10.1111/itor.13441
Huabao Zeng, Tong Shu, Yue Yu, Jiaming Cheng

The flourishing platform business model has been rapidly integrated into manufacturing industries, and value-added service (VAS) provided by the platforms has become a critical part of enhancing competitiveness. This study investigates the optimal two-period pricing decisions and VAS strategies of the two-sided platform for manufacturing. For both the supplier and manufacturer side, the platform decides the entry fees in each period and provides differentiated quality of basic services, as well as the VAS (if any). Moreover, the manufacturer's utility of accessing is influenced by the cross-network externality, which is related to the number of suppliers in each period. In the presence of the supplier's varying entry timing, three VAS strategies are available for the platform including: (1) VAS for suppliers in Period 1 (Model S1), (2) VAS for suppliers in Period 2 (Model S2), and (3) VAS for manufacturers in Period 1 or 2 (Model M). We establish a two-period game model under each VAS strategy. Then, the optimal platform's pricing decisions are derived, and the optimal performances in three VAS strategies are compared. Findings demonstrate that when the cross-network externality strength is large, the platform always prefers Model S1; only when both the cross-network externality strength and quality of the platform's basic service are comparatively low, the platform selects Model S2; otherwise, the platform chooses Model M. This study also extends to the scenario that the platform provides bilateral VAS in Period 1 (Model B1) or Period 2 (Model B2). Notably, the platform is not always willing to offer bilateral VAS, especially when the VAS cost coefficient is relatively high.

蓬勃发展的平台商业模式已迅速融入制造业,而平台提供的增值服务(VAS)已成为提升竞争力的关键部分。本研究探讨了制造业双面平台的两期最优定价决策和增值服务策略。对于供应商和制造商双方来说,平台决定每期的进入费用,并提供差异化的基本服务质量和增值服务(如有)。此外,制造商的准入效用受到跨网络外部性的影响,这与每个时期的供应商数量有关。在供应商进入时间不同的情况下,平台有三种增值服务策略可供选择,包括:(1)供应商在第一期获得增值服务(模型 S1);(2)供应商在第二期获得增值服务(模型 S2);(3)制造商在第一期或第二期获得增值服务(模型 M)。我们在每种增值服务策略下建立一个两期博弈模型。然后,推导出平台的最优定价决策,并比较了三种增值服务策略的最优表现。研究结果表明,当跨网外部性强度较大时,平台总是倾向于选择模型 S1;只有当跨网外部性强度和平台基本服务质量都相对较低时,平台才会选择模型 S2;否则,平台会选择模型 M。值得注意的是,平台并不总是愿意提供双边增值服务,尤其是当增值服务成本系数相对较高时。
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引用次数: 0
Performance enhancement in two-stage innovation contests: Feedback and elimination schemes 两阶段创新竞赛中的绩效提升:反馈和淘汰计划
IF 3.1 4区 管理学 Q2 MANAGEMENT Pub Date : 2024-02-11 DOI: 10.1111/itor.13440
Yifu Li, Peng Luo, Wei Zhang, Xiaowei Fan, Shuijing Jie

Innovation is one of the driving forces of economic development and social progress, and the crowdsourcing contest is a well-established mechanism for encouraging innovation. This paper examines two incentive schemes in two-stage innovation contests: feedback and elimination. Feedback enhances the efforts by revealing the competitive status, and elimination intensifies the competition by removing less-qualified participants. We build a game theoretical model to investigate how the organizer should design the feedback and elimination schemes and then analyze the equilibrium efforts and optimal contest design in four-solver contests. The results suggest that the optimal design depends on the combined effects of the reward, effort sensitivity, and cost coefficiency. Elimination and nonelimination contests can be optimal under different conditions. Furthermore, we extend the equilibrium analysis to competitions with n>4$n&gt;4$ contestants and investigate the optimal design with numerical studies. The most interesting result is that the elimination contest with feedback from the organizer is an ideal option for a budget-constrained enterprise that seeks an innovative solution from the public for a complex innovation project. Also, the optimal number of contestants in the second stage is not always two when feedback is combined with elimination.

创新是经济发展和社会进步的动力之一,而众包竞赛则是一种行之有效的鼓励创新的机制。本文研究了两阶段创新竞赛中的两种激励方案:反馈和淘汰。反馈通过揭示竞争状况来增强参赛者的努力,而淘汰则通过淘汰资质较差的参赛者来强化竞争。我们建立了一个博弈论模型来研究组织者应如何设计反馈和淘汰方案,然后分析了四解竞赛中的均衡努力和最优竞赛设计。结果表明,最佳设计取决于奖励、努力敏感度和成本系数的综合影响。在不同的条件下,淘汰赛和非淘汰赛都可能是最优的。此外,我们还将均衡分析扩展到有 n>4$n&gt;4$ 参赛者的比赛,并通过数值研究探讨了最优设计。最有趣的结果是,对于预算有限的企业来说,在复杂的创新项目中向公众寻求创新解决方案时,有主办方反馈的淘汰赛是一个理想的选择。此外,当反馈与淘汰相结合时,第二阶段的最佳参赛人数并不总是两个。
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引用次数: 0
Competing platform owners’ entry and an OEM's cooperation response 竞争平台所有者的加入和原始设备制造商的合作对策
IF 3.1 4区 管理学 Q2 MANAGEMENT Pub Date : 2024-02-11 DOI: 10.1111/itor.13443
Xiangxiang Wu, Yong Zha, Liang Liang

This paper develops a game-theoretic model that examines the entry decisions of two competing platform owners with differentiated research and development (R&D) efficiency and the response strategy of an original equipment manufacturer (OEM) in selecting which platform to cooperate with. The OEM and platform owners compete on quality and price in the face of consumers with heterogeneous preferences across the dimensions of the device and platform. We analyze the interaction between the entry decisions of platform owners and the OEM's response strategy within two cooperation models. In the charging model, we find that in the absence of entry, the OEM prefers the high-efficiency platform. When only one platform owner enters, the OEM prefers the low-efficiency platform. If the differentiated R&D efficiency and the device differentiation cost are large, both platform owners will choose to enter and the OEM will cooperate with the low-efficiency platform. In the bundling model, when only one platform owner enters, only at a large cost of device differentiation will the OEM cooperate with the platform that enters the market to weaken market competition. In particular, when only the high-efficiency platform enters, it is interesting that there exists a large cost of device differentiation that makes the high-efficiency platform more favorable in the case when the OEM cooperates with the low-efficiency platform. Our study provides practical insights into platform entry and OEM response.

本文建立了一个博弈论模型,研究了两个具有不同研发效率的竞争平台所有者的进入决策,以及原始设备制造商(OEM)在选择与哪个平台合作时的应对策略。原始设备制造商和平台所有者在质量和价格方面展开竞争,而消费者对设备和平台的偏好各不相同。我们在两个合作模型中分析了平台所有者的进入决策与原始设备制造商的应对策略之间的相互作用。在收费模型中,我们发现在没有进入者的情况下,原始设备制造商更倾向于高效平台。当只有一个平台所有者进入时,原始设备制造商更倾向于低效率平台。如果差异化研发效率和设备差异化成本较大,则两个平台所有者都会选择进入,原始设备制造商会与低效率平台合作。在捆绑模式中,当只有一个平台所有者进入时,只有在设备差异化成本较大时,原始设备制造商才会与进入市场的平台合作,以削弱市场竞争。特别是,当只有高效平台进入时,有趣的是,存在着较大的设备差异化成本,这使得在原始设备制造商与低效平台合作的情况下,高效平台更有利。我们的研究为平台进入和原始设备制造商的应对提供了实用的见解。
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引用次数: 0
Discrete cooperative coverage location models with alternative facility types in a probabilistic setting 概率环境下具有替代设施类型的离散合作覆盖位置模型
IF 3.1 4区 管理学 Q2 MANAGEMENT Pub Date : 2024-01-25 DOI: 10.1111/itor.13426
Maria Michopoulou, Ioannis Giannikos

In this paper, we discuss discrete location problems where the objective is to locate a given number of facilities of different types in order to appropriately cover a given set of demand points. The coverage provided to each demand point is the result of the cooperation among the located facilities. The different types of facility refer to the coverage radius or quality of coverage that each type may provide. We present a non-linear formulation of the problem where the objective is to maximize the percentage of demand points that are appropriately covered. We then show how the model can be linearized based on a representation of probabilities through a network structure. To address large instances of the problem, we introduce a genetic algorithm (GA) that is based on the representation of the solution by two chromosomes. Computational experiments over a wide range of randomly generated problems indicate the GA clearly outperforms CPLEX, especially in larger instances.

在本文中,我们讨论了离散定位问题,其目标是定位一定数量的不同类型的设施,以便适当地覆盖一组给定的需求点。为每个需求点提供的覆盖范围是所选设施之间合作的结果。不同类型的设施指的是每种类型可能提供的覆盖半径或覆盖质量。我们提出了一个非线性问题,其目标是最大限度地提高需求点被适当覆盖的百分比。然后,我们展示了如何通过网络结构对概率进行线性化处理。为了解决该问题的大型实例,我们引入了一种遗传算法(GA),该算法基于两个染色体对解决方案的表示。对大量随机生成的问题进行的计算实验表明,GA 的性能明显优于 CPLEX,尤其是在大型实例中。
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引用次数: 0
Special Issue on “Sustainable and Responsive Transportation and Logistics” 关于 "可持续和响应性运输与物流 "的特刊
IF 3.1 4区 管理学 Q2 MANAGEMENT Pub Date : 2024-01-24 DOI: 10.1111/itor.13437
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引用次数: 0
Special Issue on “Efficiency and Productivity Analysis of Public Services in Practice” 实践中的公共服务效率和生产力分析 "特刊
IF 3.1 4区 管理学 Q2 MANAGEMENT Pub Date : 2024-01-24 DOI: 10.1111/itor.13436
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引用次数: 0
Special Issue on “Decision Support Systems in an uncertain world” 不确定世界中的决策支持系统 "特刊
IF 3.1 4区 管理学 Q2 MANAGEMENT Pub Date : 2024-01-24 DOI: 10.1111/itor.13435
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引用次数: 0
Special Issue on “Artificial Intelligence-Driven Decision Making in Health and Medicine” 人工智能驱动的健康与医学决策 "特刊
IF 3.1 4区 管理学 Q2 MANAGEMENT Pub Date : 2024-01-24 DOI: 10.1111/itor.13434
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引用次数: 0
期刊
International Transactions in Operational Research
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