政府奖惩下闭环供应链中需求预测信息分享研究

考虑政府奖惩机制,在制造商直接回收的闭环供应链中,当市场不确定且制造商和零售商都能预测需求时,为研究零售商的需求预测信息分享问题,本文构建一个Stackelberg博弈模型,分别求得零售商信息分享和不分享情形下的均衡结果,探讨了需求预测信息精度对供应链成员利润及信息分享价值的影响,并研究了供应链均衡的信息分享策略。研究发现,需求预测精度的提高在大多数情形下会使供应链成员都受益。当制造商回收效率较高时,自愿分享需求信息是一个均衡;当制造商回收效率较低时,信息不分享是一个均衡;当制造商回收效率处于中等水平时,通过设计一个讨价还价机制,可以促使信息分享是一个均衡。此外,政府奖惩力度也会影响均衡的信息分享策略。     

预测信息分享对制造商开通直销渠道的影响

研究了零售商预测信息分享对制造商渠道结构选择的影响.运用不完全信息动态博弈分别建立了单渠道和双渠道供应链决策模型,得到了贝叶斯均衡的渠道价格和各方最优期望利润.研究发现当零售商的需求预测精度比较低时,制造商应当开通直销渠道.零售商没有动机将预测信息与制造商分享.设计了一个信息分享补偿机制使得零售商能自愿分享其私有信息.在信息分享补偿机制下,虽然制造商为获取零售商预测信息付出了成本,但是依然有动机开通直销渠道.     

Enhancing corporate social responsibility: Contract design under information asymmetry

We consider a two-stage supply chain in which a contract manufacturer (CM) sells products through a brand name retailer. The contract manufacturer can invest in corporate social responsibility (CSR) activities to improve customer perception about the firm and increase demand, while the retailer can influence the demand by exerting marketing efforts. We design optimal contracts for such a supply chain, which faces information asymmetry. The wholesale price contract was developed as the base model to derive insight into the value of information sharing. We examine the impact of CSR cost on CSR commitment and profits. We find that CM׳s CSR cost impacts the CM׳s and the retailer׳s profits differently. Under certain conditions, the CM׳s profit will increase with cost, while that of the retailer is uncertain. We also propose two-part tariff contracts for both the symmetric and asymmetric cases with the aim of maximizing the retailer׳s profit and improving CM׳s commitment to CSR. Finally, numerical experiments are conducted to illustrate and validate the proposed models and provide managerial insights.     

制造商成本削减策略对风险规避型零售商信息共享策略的影响

考虑一个风险中性制造商和一个风险规避零售商构成的供应链，需求随机且受销售价格的影响。在销售季节之前，零售商对需求进行预测，获取需求信号；制造商对生产进行投资降低生产成本。基于零售商的不同信息共享策略及制造商的投资策略，考虑四种不同策略模型，分别得到最优零售价、批发价（及投资水平），并分析需求预测精确度对供应链成员决策和效用的影响。通过四种模型效用的对比分析，探讨制造商的投资策略以及零售商的风险规避态度对零售商信息共享策略的影响。研究发现，零售商共享需求信息对于制造商总是有益的，且制造商总是愿意采取成本削减策略；只有当制造商采取成本削减策略，且其投资成本系数较低时，共享需求信息对零售商才有益。最后，得到了制造商和零售商的均衡策略。     

Value of and Interaction between Production Postponement and Information Sharing Strategies for Supply Chain Firms

We analyze the value of and interaction between production postponement and information sharing, which are two distinct strategies to reduce manufacturers’ uncertainty about demand. In both single‐level and two‐level supply chains, from the manufacturer's perspective, while information sharing is always valuable, production postponement can sometimes be detrimental. Furthermore, the value of production postponement is not merely driven by savings in inventory holding cost as postponement enables the manufacturer to avoid both excess and shortfall in production. We find that production postponement and information sharing strategies may substitute, complement, or conflict with each other, depending on the extent of the increase in the unit production cost when production is postponed. In a two‐level supply chain, from the retailer's perspective, information sharing and production postponement can be beneficial or detrimental. When information sharing is beneficial to the retailer, the retailer always shares her demand information with the manufacturer voluntarily. In addition, this voluntary information sharing is truthful because inflated or deflated demand information hurts the retailer through a higher wholesale price or a stock‐out. However, the retailer never shares her demand information voluntarily if the manufacturer has already adopted production postponement because production postponement and information sharing strategies always conflict with each other. Even when the retailer does not benefit from information sharing, we show that the manufacturer can always design an incentive mechanism to induce the retailer to share the demand information, irrespective of whether the manufacturer has already implemented production postponement or not. The above findings underscore the need for a careful assessment of demand uncertainty‐reduction strategies before the supply chain players embark upon them.     

考虑制造商创新的供应链双向需求信息共享研究

本文考虑制造商创新,研究由一个制造商和一个零售商组成的两级供应链双向需求信息共享问题。制造商与零售商均拥有部分需求信息,且制造商进行成本降低创新,根据逆向分析求解方法分析制造商与零售商在均不共享、制造商单方共享、零售商单方共享、相互共享需求信息情形下的均衡决策,并分别通过求解制造商和零售商的事前利润来探讨制造商与零售商的需求信息共享价值。研究发现：制造商在四种需求信息共享情形下的创新投资增量均与获取的需求信息正相关,而与创新系数负相关。制造商的需求信息共享价值在制造商单方共享和互共享需求信息情形下总为负,在零售商单方共享情形下总为正。零售商的需求信息共享价值随着制造商创新能力的增强由负变正。本文在供应链双向需求信息共享的研究中引入制造商创新,拓展了相关研究,具有一定的理论价值和实践意义。     

信息不对称对闭环供应链MTO和MTS模式的影响研究

在MTO(按订单生产)和MTS(按库存生产)两种模式下,比对了信息不对称和信息共享下产品定价、废旧品回收率和零售商利润的区别,研究结果显示:(1) 产品定价、废旧品回收率和零售商利润不受生产模式改变的影响;(2) 在某些条件下,信息共享下产品的批发价、零售价、和废旧品回收率均高于信息不对称时的相应值,进行信息共享会增加闭环供应链的总体利润,但零售商有可能通过信息共享丧失信息优势,从而使得其利润受损。因此为了促使零售商参与信息共享,信息共享参与方应投资建立安全的通信系统,以保证共享信息不被泄露。另外本文通过引入纳什讨价还价模型建立了一个公平的利润划拨机制,该机制使得最后的利润划分只取决于各参与方的议价能力,与各参与方对通信系统投资大小无关。     

基于竞争型制造商创新投入的零售商需求预测信息共享研究

本文考虑两个制造商的竞争,从创新投入的视角构建零售商需求预测信息共享模型,运用贝叶斯统计理论和斯坦伯格博弈方法,探讨了制造商之间的竞争和其开展的成本降低创新对零售商需求预测信息共享的影响。研究发现：（1）制造商的创新投入决策受竞争对手和零售商信息共享的双重影响。（2）由于两个竞争型制造商进行成本降低创新,存在一定的条件使得零售商可以通过免费共享需求信息而获利。（3）当制造商们的创新能力较强时,供应链能够自发达到完全信息共享状态。当制造商们的创新能力较弱时,零售商的信息共享价值为负,竞争型制造商可以通过支付信息共享费用来激励零售商共享需求预测信息。制造商支付的信息共享费用与创新能力、上游竞争强度、预测准确性和随机需求波动性正相关。本文的研究克服了Shang等（2016）关于上游竞争型供应链中零售商信息共享研究中未考虑制造商创新的不足,并进一步探讨了上游竞争型供应链中的信息共享激励机制。     

Demand Forecast Sharing in Supply Chains

This paper examines the incentives of a manufacturer and a retailer to share their demand forecasts. The demand at the retailer is a linearly decreasing function of price. The manufacturer sets the wholesale price first, and the retailer sets the retail price after observing the wholesale price. Both players set their prices based on their forecasts of demand. In the make‐to‐order scenario, the manufacturer sets the production quantity after observing the actual demand; in the make‐to‐stock scenario, the manufacturer sets the production quantity before the demand is realized. In the make‐to‐order scenario, we show that sharing the forecast unconditionally by the retailer with the manufacturer benefits the manufacturer but hurts the retailer. We also demonstrate that a side payment contract cannot induce Pareto‐optimal information sharing equilibrium, but a discount based wholesale price contract can. The social welfare as well as consumer surplus is higher under the discount contract, compared with under no information sharing. In the make‐to‐stock scenario, the manufacturer realizes additional benefits in the form of savings in inventory holding and shortage costs when forecasts are shared. If the savings from inventory holding and shortage costs because of information sharing are sufficiently high, then a side payment contract that induces Pareto‐optimal information sharing is feasible in the make‐to‐stock scenario. We also provide additional managerial insights with the help of a computational study.     

不同渠道权力结构和信息结构下供应链定价和销售努力决策

本文针对零售商销售努力和销售价格影响需求情况下的制造商-零售商两级供应链,研究不同渠道权力结构和信息结构下供应链的分散决策。基于博弈理论和建模方法,对几种权力结构和信息结构情景建立相应模型,通过理论与数值分析对不同博弈均衡进行比较。研究表明,随着零售商势力逐步增强制造商利润会逐步恶化;但零售商势力增强能否带来更多利润,取决于需求对价格和销售努力的敏感度、销售努力成本以及信息结构。占优一方可以通过获取对方更多信息来改善自己处境。若占优零售商不得不依赖于对制造商成本先验分布进行决策,当估计的均值大于真实成本时,适度的方差对零售商更有利。最后,讨论了销售努力成本分担的合作机制,针对非合作博弈给出了帕累托改进的合约区间和 Nash讨价还价均衡。     

Strategic Information Sharing in Competing Channels

We investigate strategic information sharing in two competing channels. The retailer in a channel can ex post decide whether to share private demand information with his upstream manufacturer after the content of information becomes known. We find that a retailer discloses low demand and withholds high demand to induce lower wholesale prices from his manufacturer. We show that a retailer should share less information when the retail market becomes more competitive, but should disclose more information when his capability to acquire information improves. When a decentralized supply chain competes with an integrated channel, we show that firms in the supply chain benefit from the rival channel's effort to improve information capability, that the incentive for the retailer in the supply chain to improve his information capability increases with the intensity of competition and with the rival channel's information capability, and that the retailer may not want to pursue perfect information acquisition even when doing so is costless. Extensive numerical studies demonstrate that similar results also hold for two decentralized supply chains competing with each other.     

网络外部性对双渠道供应链信息分享的影响

研究了网络外部性对双渠道供应链信息分享的影响。分别建立了存在网络外部性和不存在网络外部性下的双渠道供应链模型,通过比较零售商信息分享和不分享下其与制造商的期望利润。研究发现：当未考虑产品的网络外部性时,零售商不与制造商分享其市场需求信息,与已有研究一致。当考虑了产品网络外部性且网络外部性较小时,零售商仍不与制造商分享市场需求信息;然而,当网络外部性较大时,零售商与制造商分享其市场需求信息。此外,零售商与制造商共享其市场需求信息有助于增加制造商和供应链利润。     

Supply chain coordination under discrete information asymmetries and quantity discounts

We consider a two node supply chain with a rational manufacturer–retailer pair, in which the retailer has private information that affects the nodes׳ reservation levels. Quantity discounts offered by the manufacturer is the mechanism we propose in order to achieve reduced costs for both supply chain nodes. We derive analytical expressions of the quantity discounts that minimize the manufacturer׳s costs, while enabling the establishment of the business. Furthermore, we show that perfect coordination is possible even under asymmetric information. Sensitivity analysis and numerical examples offer evidence of the robustness of the results and of the potential of the approach for applications to real-life business ventures.     

信息共享对供应链合作广告影响的博弈分析

本文研究需求不确定环境下合作广告供应链中的信息共享对供应链上下游企业决策及绩效的影响。在此供应链中,上游制造商决定产品批发价格及地方性广告费用分担比例,下游零售商决定地方性广告费用的投入及产品售价。运用斯坦伯格博弈模型研究了不确定性对上下游定价和广告投入决策的影响,分析比较了有信息共享和无信息共享两种情况下供应链各成员及供应链利润。结果表明,对零售商而言,其广告水平,产品售价,及期望利润都随着广告效应的增大而增加;对制造商而言,当广告费用分担率较大时,较强的广告效应会导致零售商对广告的过度投入,从而损害制造商的利润。给定制造商广告分担率,信息共享可以提高制造商期望利润,却减少了零售商期望利润,并可能减少供应链的总体利润。给定批发价格的情况下,信息共享会提高制造商及供应链期望利润,而对零售商来讲无差别。     

基于决策者风险规避特性的供应链需求信息共享价值分析

在随机需求条件下,利用条件风险估值(conditional value-at-risk,CVaR)的风险度量准则建立了供应链的需求信息共享决策模型,着重分析了零售商的风险规避程度以及市场需求的不确定性信息对供应链各决策者以及供应链整体信息共享价值的影响。研究结果表明,需求信息共享价值与零售商的风险规避程度、市场不确定性大小以及市场不确定信息所预测的市场需求变化情况有关。数值分析结果表明,零售商越害怕市场的不确定性风险,需求信息共享越有利于提升分散供应链的运作效率;但当市场信息反映出未来的市场需求是消极且零售商接近风险中性时,供应链的需求信息共享价值反而小于零,此时没有进行信息共享的必要。     

基于策略性竞争博弈的供应链信息共享策略

在供应链成员的市场信息以及成本非对称的情形下,讨论两个终端企业（一个自产自销,一个从上游批发产品）,在供应链中信息共享策略的方案,包括：信息优势企业如何根据市场需求情况确定是否信息共享（若是,则如何共享）;信息劣势企业如何根据对方透露出的市场信息来决策订货量;上游供应链如何决策批发价,从而控制整个供应链的博弈态势,使下游销售商在竞争中更为主动。经过研究发现,低市场类型时,自产自销商乐于共享信息,使竞争对手摄于低迷的市场状况从而降低订货量;在高市场类型且市场波动较小时自产自销商依然选择共享,在乐观的市场条件下表明自己的竞争优势,从而一定程度上威摄入侵者;而市场波动较大时,由于信息共享的额外收益不足以抵消信息共享需付出的额外成本,从而选择不共享信息。     

需求不确定下制造商服务投入影响销售的供应链信息共享与激励

针对需求不确定环境下制造商既提供产品也提供相关服务时产品服务供应链中的信息共享与激励问题,考虑零售商拥有需求预测信息且可选择共享任意水平的信息量,通过构建不完全信息下的动态博弈模型,分析了零售商信息共享水平、制造商服务效率以及消费者服务敏感性对服务价值和信息共享价值的影响,并提出了基于两部补偿契约的信息共享激励策略。研究表明：需求信息共享能够有效提升整个供应链的服务价值;当制造商服务效率或者消费者服务敏感性较高时,信息共享的服务改善效应将占优于其双边际效应,零售商会自愿共享全部需求信息并达到供应链"双赢";而当制造商服务效率或者消费者服务敏感性较低时,采用两部补偿激励契约可实现产品服务供应链中的完全信息共享,并且契约实施难度会随着零售商需求预测精度、制造商服务效率以及消费者服务敏感性的提高而降低。     

供应商和销售商拥有部分信息的信息共享

本文研究供应链纵向信息共享。考虑由一个生产商和一个销售商组成的供应链,生产商和供应商都拥有部分市场信息。生产商首先根据自己的信息决定批发价,销售商根据批发价和自己的信息决定零售价。本文利用三阶段主从对策为这一问题建模,证明了双方都不愿意共享信息是唯一的均衡。进一步还证明了不完全确定情形下供应链的利润比完全确定情形下的供应链利润还高。这就说明,如果在决策上没有相应的协调机制,信息共享不能增加供应链的利润。     

Impacts of demand uncertainty on retailer's dominance and manufacturer-retailer supply chain cooperation

Recent studies in marketing and distribution channels have shown that the balance of power between manufacturers and retailers is shifting. Based on this observation, we investigate a two-echelon supply chain with a manufacturer and a retailer in this paper. We first develop retailer-dominant non-cooperative game models by introducing a sensitivity of retailer's order quantity to manufacturer's wholesale price; then we analyze two cooperative scenarios, in which the Nash bargaining model is utilized to implement profit sharing between the manufacturer and the retailer. Under the assumption that the manufacturer and the retailer are risk-neutral, we find that the manufacturer and the retailer can bargain to cooperate at any level of retail-market demand uncertainty with exogenous retail price. However, the cooperation is conditional on retail-market demand uncertainty with endogenous retail price: it can be implemented if the fluctuation of retail-market demand is relatively small, and the measure of retail-market demand uncertainty does not exceed an upper bound. Theoretical and numerical analyses show that the retailer's dominance over the manufacturer increases with the increase in the sensitivity of retailer's order quantity to manufacturer's wholesale price under a limitation of retail-market demand uncertainty. Numerical analyses also show that the retailer's dominance decreases with the increase in retail-market demand uncertainty.     

广义ATO下基于多种团购模型的供应链协调

针对由多个供应商、单个制造商和零售商所组成的广义按订单装配式供应链，在上游多个供应商不确定的零部件（或商品）供应以及下游客户不确定的需求的环境下，首先分析基本模型中团购前后的零售商和制造商的利润变化，然后提出了团购的标准模型和协调模型，并比较三种不同的团购模型对各成员以及全局供应链绩效的影响。通过数学推导证明和仿真数据算例分析，结果表明：零售商自发的团购基本模型总是对制造商有利，而对零售商的好处是有限的；由制造商主导的团购标准模型在满足一定条件时是优于团购基本模型的，但有使得零售商甚至制造商自身受到损失的可能；而集中决策下的团购协调模型能够提升全局供应链的期望利润，实现渠道的帕累托改善，但协调的效果会受到团购客户组成结构的限制。