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Supply Chain Contracts that Prevent Information Leakage 防止信息泄露的供应链契约
IF 0.3 4区 工程技术 Q4 ENGINEERING, MANUFACTURING Pub Date : 2018-06-01 DOI: 10.2139/ssrn.2728017
Yiwei Chen, Ö. Özer
This paper determines two groups of contracts -- downside-protection and upside-protection contracts -- that facilitate vertical information sharing in a supply chain while precluding horizontal information leakage among competing newsvendors. In particular, we consider a supply chain in which retailers replenish inventory from a common supplier to satisfy uncertain demand and are engaged in newsvendor competition. Each retailer has imperfect demand information. Yet, one of the retailers (the incumbent) has a more accurate demand forecast than the other (the entrant). Substantial anecdotal evidence and academic research have shown that information leakage among such competing retailers precludes vertical information sharing and is a reason for retailers to abandon collaborative forecast-sharing initiatives, leading to sub-optimized supply chains. We show that whether a contract can prevent information leakage is due only to how the supply chain's expected supply-demand mismatch costs are distributed among the supplier and retailers, but does not depend on each party's expected revenue. In addition, we show that wholesale-price contracts and two-part tariff contracts, which are extensively used in practice, cannot prevent information leakage. By using the wholesale-price contract as a benchmark contract, we determine that downside-protection contracts and upside-protection contracts can prevent information leakage. We define a downside-protection contract as one that effectively reduces retailers' cost of excess inventory by shifting some of their overage cost to the supplier. Examples of such contracts include buy-back and revenue-sharing contracts. We define an upside-protection contract as one that effectively increases retailers' cost of inventory shortage by shifting some of the supplier's underage cost to retailers. Examples of such contracts include penalty and rebate contracts. We show that these two groups of contracts can prevent information leakage. We identify necessary and sufficient nonleakage conditions and mechanisms for each group to prevent information leakage in the supply chain.
本文确定了两组合同——下行保护合同和上行保护合同——它们促进了供应链中的垂直信息共享,同时防止了竞争新闻供应商之间的横向信息泄露。特别地,我们考虑一个供应链,其中零售商从一个共同的供应商补充库存,以满足不确定的需求,并从事新闻供应商竞争。每个零售商都有不完全的需求信息。然而,其中一个零售商(在位者)比另一个零售商(进入者)有更准确的需求预测。大量的轶事证据和学术研究表明,这些竞争零售商之间的信息泄露阻碍了垂直信息共享,这是零售商放弃协作预测共享举措的一个原因,导致供应链次优化。研究表明,契约能否防止信息泄露仅取决于供应链的预期供需不匹配成本如何在供应商和零售商之间分配,而不取决于每一方的预期收入。此外,我们还证明了在实践中广泛使用的批发价格合同和两部分关税合同不能防止信息泄露。以批发价格合约作为基准合约,我们确定了下保护合约和上保护合约可以防止信息泄露。我们将下行保护合同定义为通过将一些超额成本转移给供应商来有效降低零售商过剩库存成本的合同。这类合同的例子包括回购合同和收入分成合同。我们将上行保护合同定义为通过将供应商的一些未成年成本转移给零售商来有效地增加零售商库存短缺成本的合同。这类合同的例子包括罚款合同和回扣合同。我们证明了这两组合约可以防止信息泄露。我们为每个小组确定必要和充分的非泄漏条件和机制,以防止供应链中的信息泄漏。
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引用次数: 44
Velocity-Based Storage Assignment in Semi-Automated Storage Systems 半自动存储系统中基于速度的存储分配
IF 0.3 4区 工程技术 Q4 ENGINEERING, MANUFACTURING Pub Date : 2018-05-31 DOI: 10.2139/ssrn.2889354
Rong Yuan, S. Graves, Tolga Çezik
Our research focuses on the storage decision in a semi-automated storage system. In a semi-automated storage system, the inventory is stored on mobile storage pods. In a typical system, each storage pod carries a mixture of items, and the inventory of each item is spread over multiple storage pods. The storage pods are mobile in that a pod can be lifted and transported by a robotic drive. These storage pods are stored within a storage zone that has stationary stations for picking and stowing on its boundary. The robotic drives transport the pods to these stations at which operators conduct pick or stow operations. The storage decision is to decide to which storage location within the storage zone to return a pod upon the completion of a pick or stow operation. The storage decision has a direct impact on the total travel time, and hence the workload of the robotic drives. We develop a fluid model to analyze the performance of velocity-based storage policies. With this model, we can characterize the possible improvement from applying a velocity-based storage policy in comparison to the random storage policy that returns the pod to a randomly-chosen storage location. Within the category of velocity-based storage, we show that class-based storage with two or three classes can achieve most of the benefits from full-velocity storage. We show that the benefits from velocity-based storage increase with greater variation in the pod velocities. To validate the fluid model we build a discrete-time simulator with real industry data. We observe an 8% to 11% reduction in the travel distance with 2-class or 3-class storage system, depending on the parameter settings. From a sensitivity analysis we establish the robustness of the class-based storage policies as they continue to perform well under a broad range of warehouse settings including different zoning strategies, resource utilization levels and space utilization levels.
本文主要研究半自动化存储系统中的存储决策问题。在半自动存储系统中,库存存储在移动存储舱中。在典型的系统中,每个存储舱携带各种物品,每个物品的库存分布在多个存储舱中。储存罐是可移动的,因为储存罐可以通过机器人驱动装置提起和运输。这些存储舱存储在一个存储区内,在其边界上有固定的拣选和装载站。机器人驱动器将吊舱运送到这些站点,操作人员在这些站点进行拣选或装载操作。存储决策是决定在完成拣选或装载操作后将吊舱返回到存储区域内的哪个存储位置。存储决策直接影响总行程时间,从而影响机器人驱动器的工作量。我们开发了一个流体模型来分析基于速度的存储策略的性能。有了这个模型,我们可以描述应用基于速度的存储策略与将pod返回到随机选择的存储位置的随机存储策略相比可能的改进。在基于速度的存储类别中,我们表明具有两个或三个类的基于类的存储可以实现全速存储的大部分好处。我们表明,基于速度的存储的好处随着豆荚速度的变化而增加。为了验证流体模型,我们建立了一个具有实际工业数据的离散时间模拟器。我们观察到,根据参数设置,2级或3级存储系统的旅行距离减少了8%到11%。通过敏感性分析,我们建立了基于类的存储策略的稳健性,因为它们在广泛的仓库设置下(包括不同的分区策略、资源利用水平和空间利用水平)继续表现良好。
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引用次数: 49
Factors Influencing Logistics Outsourcing in Pakistan 影响巴基斯坦物流外包的因素
IF 0.3 4区 工程技术 Q4 ENGINEERING, MANUFACTURING Pub Date : 2018-04-17 DOI: 10.18034/ABR.V8I1.3
Kanwar Uzair, D. Siddiqui
The Freight Forwarding and Logistics industry plays a vital role in the overall economy of Pakistan. The purpose of this study is to determine the factors that influence for outsourcing the logistics and at the same time performance of outsourcing has been evaluated with respect to Karachi, Pakistan. Three factors identified as Low Human Assets, Low Physical Assets and Partnership, all have a positive impact on logistics outsourcing and the firm performance especially in terms of Financial Benefit. Online survey was conducted and the data was obtained from a sample size of 165 from the seniority level of the manufacturing industry in Karachi. We measure the inner model by Smart PLS software to indicate the reliability of all factors that significant impact on logistics outsourcing practices. Reliability test was also performed which showed that our study is significant.
货运代理和物流业在巴基斯坦的整体经济中起着至关重要的作用。本研究的目的是确定影响外包物流的因素,同时对巴基斯坦卡拉奇的外包绩效进行了评估。三个因素确定为低人力资产,低实物资产和伙伴关系,都对物流外包和企业绩效产生积极影响,特别是在财务效益方面。进行了在线调查,数据来自卡拉奇制造业工龄水平的165个样本。我们测量内部模型的智能PLS软件,以表明所有因素的可靠性,显著影响物流外包实践。并进行了信度检验,结果表明本研究具有显著性。
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引用次数: 1
Balancing Benefits and Flexibility Losses in Platform Planning 平衡平台规划中的收益和灵活性损失
IF 0.3 4区 工程技术 Q4 ENGINEERING, MANUFACTURING Pub Date : 2018-03-04 DOI: 10.2139/ssrn.3134037
P. Jana, S. Graves, M. Grunow
Manufacturers using product platforms target economies of scale and scope. However, they face the challenge of a reduced ability to react to a dynamic environment, because a platform provides the technological basis for all assigned products. When manufacturers launch new platforms, the timing is crucial. Technological innovations that have been successfully developed prior to the platform launch can be incorporated into the platform. A higher level of innovation increases the revenues. After the platform launch, the individual product development can be initiated. A shorter development time increases the development costs. As a consequence, manufacturers have to trade-off increased revenues due to a higher level of innovation against increased development costs due to expedited product development. Our paper introduces a stylized optimization model for this dynamic platform planning problem based on a stochastic process for capturing the uncertainty of innovations. We find that the optimal policy for the platform launch is a time-dependent threshold of the observed innovation level. Based on a case from the automotive industry, we find that manufacturers can suffer a loss of flexibility that significantly reduces platform benefits. It even outweighs the economies of scale. Hence, manufacturers have to weigh properly the trade-offs to ensure that the combined effect of scale and scope economies does lead to a positive impact of platforms. In particular, during the product-to-platform assignment, manufacturers need to consider the loss of flexibility, which depends on the product introduction schedule and the product heterogeneity of the products assigned to a platform.
制造商使用产品平台的目标是规模经济和范围经济。然而,他们面临着对动态环境的反应能力降低的挑战,因为平台为所有指定的产品提供了技术基础。当制造商推出新平台时,时机至关重要。在平台启动之前已经成功开发的技术创新可以纳入平台。创新水平越高,收入就越高。在平台发布之后,可以启动单个产品的开发。较短的开发时间增加了开发成本。因此,制造商必须权衡由于更高水平的创新而增加的收入和由于加速产品开发而增加的开发成本。本文介绍了一种基于随机过程的动态平台规划问题的程式化优化模型,以捕捉创新的不确定性。我们发现平台启动的最优策略是观察到的创新水平的一个与时间相关的阈值。基于汽车行业的一个案例,我们发现制造商可能会遭受灵活性的损失,这大大降低了平台的收益。它甚至超过了规模经济。因此,制造商必须适当权衡取舍,以确保规模经济和范围经济的综合效应确实会带来平台的积极影响。特别是,在产品到平台的分配过程中,制造商需要考虑灵活性的损失,这取决于产品引入时间表和分配给平台的产品的产品异质性。
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引用次数: 3
Production Chain Disruptions: Inventory, Preparedness, and Insurance 生产链中断:库存、准备和保险
IF 0.3 4区 工程技术 Q4 ENGINEERING, MANUFACTURING Pub Date : 2018-02-04 DOI: 10.2139/ssrn.2906431
Lingxiu Dong, S. Tang, Brian Tomlin
Disruptions that temporarily interrupt production pose a significant risk for manufacturing firms. To manage this risk, firms can purchase interruption insurance and/or deploy operational measures such as storing inventory or taking preparedness actions that reduce the expected interruption length. In this study, we explore inventory, preparedness, and insurance in a two‐stage production chain that can experience disruptions at either the upstream or downstream stage. We analytically characterize an inventory‐only model and a preparedness‐only model in which the firm uses either inventory or preparedness effort to manage disruption risk, and a joint model in which the firm deploys both operational measures. We identify the relationships between the two operational measures within a stage and across the two stages. We also examine how insurance affects a firm's optimal deployment of and preference between the two operational measures. In addition to providing insights into the interaction of these three risk management measures, our results provide insights into the production chain design. For example, the firm can reduce its disruption risk management cost by allocating more production activity downstream (when possible) and this risk management benefit can, at times, outweigh the possible production cost increase associated with allocating more production downstream.
暂时中断生产的中断对制造企业构成重大风险。为了管理这种风险,公司可以购买中断保险和/或部署操作措施,如存储库存或采取准备行动,以减少预期的中断时间。在本研究中,我们探讨了两阶段生产链中的库存、准备和保险,这两阶段生产链可能在上游或下游阶段经历中断。我们分析地描述了一个纯库存模型和一个纯准备模型,其中公司使用库存或准备工作来管理中断风险,以及一个联合模型,其中公司部署了两种操作措施。我们确定一个阶段内和跨两个阶段的两个操作度量之间的关系。我们还研究了保险如何影响公司对两种操作措施的最佳部署和偏好。除了提供对这三种风险管理措施的相互作用的见解之外,我们的结果还提供了对生产链设计的见解。例如,公司可以通过将更多的生产活动分配到下游(如果可能的话)来降低其中断风险管理成本,并且这种风险管理收益有时可以超过将更多生产分配到下游可能带来的生产成本增加。
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引用次数: 43
CEE Trade in Services: Value Added versus Gross Terms Approaches 中东欧服务贸易:增加值与总值方法
IF 0.3 4区 工程技术 Q4 ENGINEERING, MANUFACTURING Pub Date : 2018-01-01 DOI: 10.2139/ssrn.3148775
Aleksandra Kordalska, M. Olczyk
This paper aims to assess the impact of determinants on service exports in both value added terms and in gross terms for seven Central Eastern European economies in years 1995-2011. The results confirm the importance of increasing labour productivity and highly-skilled and medium-skilled workers for growth in services trade. Exports of services are also supported by linkages between domestic services, especially business services, and the manufacturing sector. The results show the impacts of the determinants are fairly similar when exports are measured in value added terms or in gross terms, however the strength of impact differs in some subgroup of analysed countries.
本文旨在评估1995-2011年间七个中东欧经济体服务出口增加值和总值方面的决定因素的影响。结果证实了提高劳动生产率和高技能和中等技能工人对服务贸易增长的重要性。服务出口也得到国内服务,特别是商业服务与制造业部门之间联系的支持。结果表明,当以增加值或总值衡量出口时,决定因素的影响相当相似,然而,影响的强度在分析国家的某些亚组中有所不同。
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引用次数: 1
Observational Learning in Large-Scale Congested Service Systems 大规模拥挤服务系统中的观察学习
IF 0.3 4区 工程技术 Q4 ENGINEERING, MANUFACTURING Pub Date : 2017-10-17 DOI: 10.2139/ssrn.3054728
Chen Jin, L. Debo, S. Iravani
We study the impact of observational learning in large scale congested service systems with servers having heterogenous quality levels and customers that are heterogonously informed about the server quality. Providing congestion information to all customers allows them to avoid congested servers, but, also implies that less informed customers learn about the quality from observing the choices of other customers. Due to an exponentially growing state space in the number of servers, identifying Bayesian equilibria is intractable with a large, discrete number of servers. In this paper, we develop a tractable model with a continuum of servers. We find that the impact of observational learning on the customers' choice behavior may lead to severe "imbalance" of server load in the system, such that a decentralized system significantly under-performs in terms of the social welfare, compared with a centralized system. The decentralized system performs well only when (a) either the congestion costs are high and there are sufficient informed customers, or (b) when the congestion costs are medium or low and the aggregate capacity of high-quality servers matches the aggregate demand of informed customers. We also find situations in which making more customers informed about service quality leads to a decrease in social welfare. Our paper highlights the tension between observational learning and social welfare maximization and thus observational learning in large-scale service systems might require intervention of the platform manager.
我们研究了大规模拥挤服务系统中观察学习的影响,其中服务器具有异构质量水平,客户对服务器质量的了解是异构的。向所有客户提供拥塞信息可以使他们避免服务器拥塞,但是,也意味着信息较少的客户通过观察其他客户的选择来了解质量。由于服务器数量的状态空间呈指数增长,对于大量离散的服务器,识别贝叶斯均衡是难以处理的。在本文中,我们开发了一个具有连续服务器的可处理模型。我们发现,观察学习对客户选择行为的影响可能导致系统中服务器负载的严重“不平衡”,使得去中心化系统在社会福利方面的表现明显低于集中化系统。只有当(a)拥塞成本高且有足够的知情客户,或(b)拥塞成本中等或较低且高质量服务器的总容量与知情客户的总需求相匹配时,分散系统才能表现良好。我们还发现,让更多的顾客了解服务质量会导致社会福利的减少。我们的论文强调了观察学习与社会福利最大化之间的紧张关系,因此大规模服务系统中的观察学习可能需要平台管理者的干预。
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引用次数: 1
On Queues with a Random Capacity: Some Theory, and An Application (Technical Appendix) 关于随机容量队列:一些理论及应用(技术附录)
IF 0.3 4区 工程技术 Q4 ENGINEERING, MANUFACTURING Pub Date : 2017-09-10 DOI: 10.2139/ssrn.3034807
Rouba Ibrahim
Abstract from the main paper: One standard assumption in workforce management is that the firm can dictate to workers when to show up to work. However, that assumption is challenged in modern business environments, such as those arising in the sharing economy, where workers enjoy various degrees of flexibility, including the right to decide when to work. For example, a ride-sharing service cannot impose on its drivers to be on the road at specific times; similarly, a virtual call-center manager cannot direct her agents to be available for select shifts. When self-scheduling is allowed, the number of workers available in any time period is uncertain. In this chapter, we are concerned with the effective management of service systems where capacity, i.e., the number of available agents, is random. We rely on a queueing-theoretic framework, because customers are time-sensitive and delays are ubiquitous in the services industry, and focus on the performance analysis and control of a queueing system with a random number of servers. In particular, we begin by surveying some theoretical results on the control of queueing systems with uncertainty in parameters (here, the number of servers). Then, we illustrate how to apply those theoretical results to study the problems of staffing and controlling queueing systems with self-scheduling servers and impatient, time-sensitive, customers.
摘要:劳动力管理的一个标准假设是,公司可以命令工人什么时候去上班。然而,这一假设在现代商业环境中受到了挑战,比如在共享经济中出现的环境,员工享有不同程度的灵活性,包括决定何时工作的权利。例如,拼车服务不能强迫司机在特定时间上路;类似地,虚拟呼叫中心经理不能指示她的座席在选择班次时可用。当允许自我调度时,任何时间段内可用的工人数量都是不确定的。在本章中,我们关注服务系统的有效管理,其中容量(即可用代理的数量)是随机的。我们依赖于排队理论框架,因为客户是时间敏感的,延迟在服务行业中是无处不在的,并专注于具有随机数量服务器的排队系统的性能分析和控制。特别是,我们首先考察了一些关于参数不确定(这里是服务器数量)的排队系统控制的理论结果。然后,我们说明了如何将这些理论结果应用于具有自调度服务器和不耐烦的、时间敏感的客户的排队系统的人员配置和控制问题。
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引用次数: 0
Demand Information Sharing in a Supply Chain of Durable Goods with Pricing Decisions 基于价格决策的耐用品供应链需求信息共享
IF 0.3 4区 工程技术 Q4 ENGINEERING, MANUFACTURING Pub Date : 2017-09-05 DOI: 10.2139/ssrn.3032748
N. Khanjari, S. Iravani, Hyoduk Shin
Problem definition: We study a supply chain of durable good product consisted of a retailer with demand forecast information and a manufacturer. The retailer's demand information is about the popularity of the product, which can help the supply chain members to better price the product. We examine how the retailer's policy to share his forecasts with the manufacturer depends on the durability and the production cost of the product. Academic/Practical relevance: In a supply chain, the retailer usually has better demand forecasts than the manufacturer. The demand forecast of the retailer can help the supply chain in many contexts including optimal pricing of a new product. Consequently, in supply chain management, demand information sharing has received substantial attention. This paper studies how the retailer's forecast sharing decision depends on "durability" of the product. Methodology: We employ an analytical microeconomic model for our analysis. Results: We show that when there is medium dispersion in the popularity of the product, the durability of the product has a large impact on the optimal information sharing policy of the retailer. In such cases, the retailer should share his information with the manufacturer when (i) the production cost is large and the product is not very durable, or (ii) when the production cost is small and the product is very durable, or (iii) the production cost is intermediate and the durability of the product is intermediate. Managerial implications: The previous literature analyzed forecasting sharing without durability. We demonstrate the importance of durability on forecasting sharing which impacts the supply chain performance. The insights from the paper helps the retail practitioners' to decide in which context they should share their demand information with their upstream partners, and guides the upstream firms to know when to consider working with the retailers to elicit their forecast information.
问题定义:研究一个耐用品供应链,该供应链由一个拥有需求预测信息的零售商和一个制造商组成。零售商的需求信息是关于产品的受欢迎程度,它可以帮助供应链成员更好地为产品定价。我们研究零售商与制造商分享其预测的策略如何取决于产品的耐用性和生产成本。学术/实践相关性:在供应链中,零售商通常比制造商有更好的需求预测。零售商的需求预测可以在许多情况下帮助供应链,包括新产品的最优定价。因此,在供应链管理中,需求信息共享受到了极大的关注。本文研究了零售商的预测共享决策如何依赖于产品的“耐久性”。方法:我们采用分析微观经济模型进行分析。结果:我们发现,当产品的受欢迎程度存在中等分散时,产品的耐用性对零售商的最优信息共享策略有较大的影响。在这种情况下,当(i)生产成本大,产品不太耐用时,或(ii)生产成本小,产品很耐用时,或(iii)生产成本中等,产品耐用性中等时,零售商应该与制造商分享他的信息。管理启示:以前的文献分析预测共享没有持久性。我们证明了耐久性对预测共享的重要性,它影响供应链绩效。本文的见解有助于零售从业者决定在何种情况下他们应该与上游合作伙伴分享他们的需求信息,并指导上游公司知道何时考虑与零售商合作以获取他们的预测信息。
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引用次数: 2
Strategic Inventories under Limited Commitment 有限承诺下的战略库存
IF 0.3 4区 工程技术 Q4 ENGINEERING, MANUFACTURING Pub Date : 2017-08-06 DOI: 10.2139/ssrn.3014388
Fabio Antoniou, Raffaele Fiocco
In a dynamic storable good market where demand changes over time, we investigate the producer's strategic incentives to hold inventories in response to the possibility of buyer stockpiling. The literature on storable goods has demonstrated that buyer stockpiling in anticipation of higher future prices harms the producer's profitability, particularly when the producer cannot commit to future prices. We show that the producer's inventories act as a strategic device to mitigate the loss from the lack of commitment. Our results provide a rationale for the producer's inventory behavior that sheds new light on the well-documented empirical evidence about inventories.
在需求随时间变化的动态可储存商品市场中,我们研究了生产者持有库存的战略激励,以应对买方库存的可能性。有关可储存商品的文献表明,买方因预期未来价格上涨而囤积商品会损害生产商的盈利能力,尤其是当生产商无法承诺未来价格时。我们表明,生产者的库存作为一种战略手段,以减轻缺乏承诺的损失。我们的研究结果为生产者的库存行为提供了一个基本原理,为有关库存的有据可查的经验证据提供了新的线索。
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引用次数: 6
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Manufacturing Engineering
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