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From Triple-A to AAA+: Recalibrating Agility, Adaptability, and Alignment for Digital, Responsible, and Resilient Supply Chains 从AAA到AAA+:重新校准敏捷性、适应性和数字化、负责任和弹性供应链的一致性
IF 7.4 2区 管理学 Q1 MANAGEMENT Pub Date : 2025-12-12 DOI: 10.1111/jbl.70049
Andrea S. Patrucco, Anthony S. Roath, Robert Glenn Richey Jr., K. Mathiyazhagan, Ravi Shankar

Two decades after Lee's (2004) Triple-A framework—agility, adaptability, and alignment—redefined supply chain excellence, the context that shaped it has undergone a significant transformation. Supply chains now function through digital platforms, extended ecosystems, and under growing social and environmental expectations. This Journal of Business Logistics Special Topic Forum (STF) revisits the Triple-A concept to explore how these capabilities evolve under today's conditions and the need for responsiveness. Drawing on the STF contributions, we introduce AAA+, an updated view of the Triple-A model that clarifies the conditions under which agility, adaptability, and alignment generate competitive advantage. The framework extends the original logic through three evolutions: digital super-agility, enabled by real-time data, analytics, and automation; strategic and sustainable adaptability, embedding resilience and environmental responsibility into network redesign; and ecosystem alignment, emphasizing coordination and shared governance across multi-tier and multi-stakeholder networks. Together, these dimensions shift Triple-A from a firm-level performance framework to a network-level capability system. The AAA+ perspective also outlines a forward agenda for research and practice. It calls for studies that examine how digitalization, sustainability, and ecosystem governance interact to shape capability development, and it offers managers a lens to assess whether their supply chains are prepared for an era defined by data speed, global risk, and public accountability. In revisiting Triple-A through this broader lens, the STF reaffirms Lee's enduring insight: the most successful supply chains are not simply efficient—they are those that learn, adapt, and align better across an increasingly connected world.

在Lee(2004)的3a框架——敏捷性、适应性和一致性——重新定义供应链卓越性的20年后,塑造它的背景经历了重大转变。供应链现在通过数字平台、扩展的生态系统以及日益增长的社会和环境期望发挥作用。本期《商业物流专题论坛》(STF)回顾了aaa概念,探讨了这些能力在当今条件下如何发展以及对响应能力的需求。根据STF的贡献,我们介绍了AAA+,这是AAA模型的更新视图,它阐明了敏捷性、适应性和一致性产生竞争优势的条件。该框架通过三个演进扩展了原始逻辑:数字超级敏捷性,由实时数据、分析和自动化实现;战略和可持续的适应性,将弹性和环境责任嵌入网络重新设计;生态系统一致性,强调多层次、多方利益相关者网络之间的协调和共享治理。总之,这些维度将aaa评级从公司级别的绩效框架转变为网络级别的能力系统。AAA+视角还概述了研究和实践的未来议程。它呼吁研究数字化、可持续性和生态系统治理如何相互作用,以塑造能力发展,并为管理者提供了一个视角,以评估他们的供应链是否为数据速度、全球风险和公共责任定义的时代做好了准备。通过更广泛的视角重新审视aaa, STF重申了Lee的持久见解:最成功的供应链不仅仅是效率,而是那些在日益紧密联系的世界中更好地学习、适应和协调的供应链。
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引用次数: 0
Are We Delivering What Customers Want? Charting Logistics Service Quality Research—A Process View 我们提供的是客户想要的吗?图表化物流服务质量研究——过程观
IF 7.4 2区 管理学 Q1 MANAGEMENT Pub Date : 2025-12-07 DOI: 10.1111/jbl.70050
Chang Gao, Simone T. Peinkofer, Stanley E. Griffis

Logistics service quality reflects the gap between customers' expectations for logistics service and the actual service they receive, yet it is unclear whether academic research has kept pace with changes in logistics practice over the past 25 years. This article reviews 173 empirical studies on logistics service quality drawn from leading supply chain, logistics, and marketing journals. Using a process – oriented perspective, we develop a framework that categorizes prior work according to antecedents, mechanisms, and outcomes, and we map how different factors collectively shape logistics service quality in both business–to–business and business–to–consumer contexts. Our review shows that, while research has extensively examined firm capabilities, fulfillment performance, and customer attitudes, important gaps remain regarding logistics service quality in nontraditional settings (e.g., reverse and closed–loop supply chains, decentralized supply networks), consistency across channels and service settings, employee management and service failure prevention, interactions among logistics service quality dimensions, consumer participation and heterogeneity, and the social dimension of logistics service quality. We conclude by outlining a future research agenda to address these gaps.

物流服务质量反映了客户对物流服务的期望与他们实际得到的服务之间的差距,但在过去的25年里,学术研究是否跟上了物流实践的变化,这一点尚不清楚。本文回顾了173篇关于物流服务质量的实证研究,这些研究来自于主要的供应链、物流和营销期刊。使用面向过程的视角,我们开发了一个框架,根据前提、机制和结果对先前的工作进行分类,并绘制了不同因素如何共同影响企业对企业和企业对消费者环境中的物流服务质量。我们的研究表明,虽然研究广泛地考察了企业能力、履行绩效和客户态度,但在非传统环境(例如,逆向和闭环供应链、分散的供应网络)、渠道和服务环境的一致性、员工管理和服务故障预防、物流服务质量维度之间的相互作用、消费者参与和异质性等方面,物流服务质量仍然存在重要差距。以及社会维度的物流服务质量。最后,我们概述了解决这些差距的未来研究议程。
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引用次数: 0
Rethinking Blockchain and Power Dynamics in Supply Chains: A Critical Discourse Analysis 重新思考供应链中的区块链和权力动力学:一个批判性话语分析
IF 7.4 2区 管理学 Q1 MANAGEMENT Pub Date : 2025-11-18 DOI: 10.1111/jbl.70047
Lara Schilling, Mehrdokht Pournader, Stefan Seuring

Despite a generally positive discourse on blockchain technology in academic literature, firms have struggled to implement it in their supply chains. In this article, we are deconstructing the typically positive perception of blockchain in the literature through a provocative style of theorizing and critical discourse analysis. Based on our analysis of the discourse, we challenge the traditional view of power, which posits that it is concentrated in dominant actors and exercised over others. Instead, we consider power from a performative perspective and show how blockchain functions as a non-human actor that connects supply chain participants, translates their interactions, and fosters the emergence of new socio-technical networks. This perspective gives managers practical tools to move beyond firm-centered control, address power imbalances, and create more equitable, value-generating supply chains.

尽管在学术文献中对区块链技术的论述普遍是积极的,但企业一直在努力在供应链中实施它。在本文中,我们通过一种挑衅性的理论化和批判性话语分析的风格,解构了文学中典型的对区块链的积极看法。基于我们对话语的分析,我们挑战了传统的权力观,这种观点认为权力集中在占主导地位的行动者手中,并对他人行使权力。相反,我们从行为的角度来考虑权力,并展示区块链如何作为一个非人类的行动者,连接供应链参与者,转化他们的互动,并促进新的社会技术网络的出现。这种观点为管理者提供了实用的工具,使他们能够超越以公司为中心的控制,解决权力不平衡问题,并创造更公平、更有价值的供应链。
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引用次数: 0
The Best of Intentions: Unintended Consequences of Regulatory Policy on Healthcare Supply Chain Networks 最好的意图:医疗保健供应链网络监管政策的意外后果
IF 7.4 2区 管理学 Q1 MANAGEMENT Pub Date : 2025-11-18 DOI: 10.1111/jbl.70045
Junwoo Cha, Justin T. Kistler, Wendy L. Tate

Regulatory policy is often crafted with specific objectives for a targeted group of stakeholders, yet its enforcement can have significant, unintended consequences, particularly within healthcare supply chains. Grounded in agency theory, this research examines the policy response across multiple principal-agent (PA) relationships within supply chain networks. Specifically, this study investigates the effects of prescription drug monitoring program (PDMP) enforcement within the context of the opioid crisis, scrutinizing both the policy's intended health impacts and its unintended consequences within opioid supply chain networks. Employing a panel event study approach that integrates secondary data from federal agencies across a nine-year panel, the findings revealed a troubling discovery. Following PDMP enforcement, prescription opioid supply chain networks distributed increased volumes and exhibited signs of network churning—continuous formation and dissolution of network ties—evolving in a way that undermined policy objectives. This research contributes to the healthcare supply chain literature through a meso-level analysis of policy-induced network evolution, underscoring a critical gap in policy design. The research also contributes to agency theory by emphasizing the need to look beyond the targeted stakeholders and account for the highly interconnected PA supply chain dynamics in regulatory frameworks, especially in supply chains that are critical to public health.

监管政策通常是为目标利益相关者群体制定的特定目标,但其执行可能会产生重大的、意想不到的后果,特别是在医疗保健供应链中。在代理理论的基础上,本研究考察了供应链网络中多个委托代理关系的政策反应。具体而言,本研究调查了阿片类药物危机背景下处方药监测计划(PDMP)执行的影响,审查了该政策对健康的预期影响及其在阿片类药物供应链网络中的意外后果。采用小组事件研究方法,整合了联邦机构在9年小组调查中的二手数据,研究结果揭示了一个令人不安的发现。在PDMP实施后,处方阿片类药物供应链网络分布的数量增加,并表现出网络混乱的迹象——网络关系的不断形成和解散——以一种破坏政策目标的方式发展。本研究通过对政策引发的网络演变的中观分析,为医疗保健供应链文献做出了贡献,强调了政策设计中的关键差距。该研究还强调需要超越目标利益相关者,并考虑监管框架中高度互联的PA供应链动态,特别是在对公共卫生至关重要的供应链中,这对代理理论做出了贡献。
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引用次数: 0
Unveiling Dynamic Resilience on Sustainable Performance in Supply Chain: Artificial Intelligence, System Optimization and Information Transparency 揭示供应链可持续绩效的动态弹性:人工智能、系统优化和信息透明
IF 7.4 2区 管理学 Q1 MANAGEMENT Pub Date : 2025-10-27 DOI: 10.1111/jbl.70046
Kuo-Jui Wu, Ming Han, Caiyan Huang, Hailing Qiu, Kanchana Sethanan, Ming-Lang Tseng

Supply chain resilience (SCR) enhances the use of artificial intelligence, system optimization, and information transparency to facilitate the dynamics in sustainable supply chain performance improvement. Prior studies neglect system dynamics involvement to identify the dynamic changes. This study proposes a hybrid method for extracting real practices from the globally registered patents and extracts these variables by adopting bidirectional encoder representations of transformers. The results of comparing models based on different environmental data reveal that supply chain resilience does not reliably improve sustainable supply chain performance, especially during crises. Artificial intelligence is able to generate dynamics in the SCR. The resilient systems could be improved through system optimization and information transparency without artificial intelligence in both the before and after dynamic environments.

供应链弹性(SCR)增强了人工智能、系统优化和信息透明度的使用,以促进可持续供应链绩效改进的动态。以往的研究忽略了系统动力学的参与来识别动态变化。本文提出了一种从全球注册专利中提取实际实践的混合方法,并采用变压器的双向编码器表示提取这些变量。基于不同环境数据的模型比较结果表明,供应链弹性并不能可靠地提高可持续供应链绩效,尤其是在危机期间。人工智能能够在SCR中产生动态。在不需要人工智能的情况下,通过系统优化和信息透明,可以在动态环境前后对弹性系统进行改进。
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引用次数: 0
Activating the Consumer: Toward More Sustainable Last-Mile Delivery 激活消费者:走向更可持续的最后一英里递送
IF 7.4 2区 管理学 Q1 MANAGEMENT Pub Date : 2025-10-27 DOI: 10.1111/jbl.70041
William J. Rose, Ilenia Confente, Simone T. Peinkofer, Ivan Russo

This article investigates the impact of sustainability messaging on activating consumers' preferences for more sustainable last-mile delivery options, namely the use of parcel lockers versus home delivery. By employing signaling theory, this research explores how firms can effectively communicate the sustainability impact of last-mile delivery options to drive consumers toward more sustainable options. Through three scenario-based experiments, we analyze the influence of positive and negative sustainability messages across the environmental, social, and economic dimensions of the Triple Bottom Line on US consumers' likelihood to select parcel lockers. Our findings reveal that consumer choices are significantly affected by the framing of sustainability messages, as well as by shopping motivations and residential location. Notably, rural consumers exhibit a preference for parcel lockers when presented with negative sustainability messages, while urban consumers favor them under positive messaging and hedonic motivations. This research contributes to the stream of research on consumer logistics and last-mile delivery by providing valuable understanding into consumer-centric strategies that can enhance sustainability in logistics operations. The implications for both theory and practice are discussed, highlighting the need for targeted communication strategies in promoting parcel locker adoption and activating sustainable delivery practices.

本文调查了可持续性信息对激活消费者对更可持续的最后一英里交付选项的偏好的影响,即使用包裹储物柜而不是送货上门。通过运用信号理论,本研究探讨了企业如何有效地传达最后一英里交付选择的可持续性影响,以推动消费者选择更可持续的选择。通过三个基于场景的实验,我们分析了三重底线在环境、社会和经济方面的积极和消极可持续性信息对美国消费者选择包裹储物柜的可能性的影响。我们的研究结果表明,消费者的选择受到可持续发展信息框架、购物动机和居住地点的显著影响。值得注意的是,农村消费者在负面可持续信息下更倾向于使用包裹储物柜,而城市消费者在正面信息和享乐动机下更倾向于使用包裹储物柜。本研究通过对以消费者为中心的战略提供有价值的理解,从而提高物流运营的可持续性,从而有助于消费者物流和最后一英里交付的研究流。对理论和实践的影响进行了讨论,强调需要有针对性的沟通策略,以促进包裹储物柜的采用和激活可持续的交付实践。
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引用次数: 0
The Ethics of Sustainability in Supply Chain Relationships: Through the Lens of Supply Chain Integrity 供应链关系中的可持续性伦理:通过供应链完整性的视角
IF 7.4 2区 管理学 Q1 MANAGEMENT Pub Date : 2025-10-27 DOI: 10.1111/jbl.70043
Matthew A. Douglas, Matthew J. Quade, Emily C. Dickey, Mitchell J. Neubert

Firms continually experience supply chain sustainability issues that seem to conflict with stated values, highlighting the importance of supply chain integrity. As stakeholders evaluate how firms align their values and practices with supply chain partners, decision makers will need to balance normative and instrumental goals to make ethical and sustainable relationship decisions. Indeed, researchers have called for an exploration of the ethics of supply chain partnerships with the intent of identifying ways to create more sustainable and productive supply chains. Yet, much is still unknown about the mechanisms driving the ethical decision-making process to achieve integrity in supply chain relationships. Therefore, in a field experiment, this research evaluates ethical decision-making in buyer–supplier relationships by assessing individuals' evaluations of environmental or social sustainability norms and economic consequences on their ethical judgments and decisions related to buyer–supplier relationship continuance. Results revealed that while individuals' ethical judgments positively influenced relationship continuance intentions, individuals may have relied more heavily on evaluations of economic outcomes when considering tradeoffs with environmental or social outcomes. Results also indicated individuals' bottom-line mentality influenced decision-making to a degree. Overall, we suggest firms move from chain liability to chain responsibility by centering integrity in supply chain relationships.

企业不断经历供应链可持续性问题,似乎与陈述的价值观相冲突,突出了供应链完整性的重要性。当利益相关者评估公司如何将其价值观和实践与供应链合作伙伴保持一致时,决策者需要平衡规范性和工具性目标,以做出道德和可持续的关系决策。事实上,研究人员已经呼吁探索供应链伙伴关系的道德规范,以确定创造更可持续和更高效的供应链的方法。然而,推动道德决策过程以实现供应链关系完整性的机制仍然未知。因此,在实地实验中,本研究通过评估个体对环境或社会可持续性规范的评价以及对其与买方-供应商关系持续相关的道德判断和决策的经济后果,来评估买方-供应商关系中的道德决策。结果显示,虽然个人的道德判断对关系延续意图有积极影响,但在考虑与环境或社会结果的权衡时,个人可能更依赖于对经济结果的评估。结果还表明,个人的底线心态在一定程度上影响了决策。总体而言,我们建议企业通过以供应链关系的完整性为中心,从供应链责任转向供应链责任。
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引用次数: 0
Last Mile Delivery Capacity Planning With Two-Sided Uncertainty 具有双边不确定性的最后一英里运输能力规划
IF 7.4 2区 管理学 Q1 MANAGEMENT Pub Date : 2025-10-27 DOI: 10.1111/jbl.70038
Vincent E. Castillo, Marc E. Posner, Anníbal C. Sodero, Walter Zinn

Crowdsourced delivery (CD) is increasingly combined with private delivery (PD) to respond to last mile delivery (LMD) demand uncertainty. As independent contractors, CD drivers self-schedule, which simultaneously creates labor supply uncertainty. Consequently, such LMD capacity planning requires addressing both uncertainties concurrently, a duality we term “two-sided uncertainty.” In this setting, two key questions emerge: what is the optimal level of PD capacity when CD is available? How does two-sided uncertainty impact the PD capacity decision? To that end, we adapt a two-stage newsvendor model to explore the impact of two-sided uncertainty on optimal PD capacity when CD is available. We combine Monte Carlo simulation and optimization in empirically grounded experiments using data from a Brazilian prepared meals company. We find a positive relationship between two-sided uncertainty and PD capacity. We also reveal nuance in the relationship by identifying moderating effects due to correlation in driver availability across CD price tiers and failed delivery costs. The results also indicate that optimal delivery capacity typically combines PD and CD sources rather than relying on a single source. We show that managerial decisions based solely on lowest unit delivery cost while assuming away two-sided uncertainty can lead to suboptimal decisions.

为了应对最后一英里配送(LMD)需求的不确定性,众包配送(CD)越来越多地与私人配送(PD)相结合。CD驱动器作为独立的承包商,自我调度,这同时造成了劳动力供应的不确定性。因此,这样的LMD容量规划需要同时处理这两种不确定性,我们称之为“双面不确定性”。在这种情况下,出现了两个关键问题:当CD可用时,PD容量的最佳水平是多少?双边不确定性如何影响PD产能决策?为此,我们采用了一个两阶段的报贩模型来探讨当CD可用时,双面不确定性对最优PD容量的影响。我们结合蒙特卡罗模拟和优化经验为基础的实验使用数据从巴西熟食公司。我们发现双边不确定性与PD容量呈正相关。我们还通过确定驾驶员可用性在CD价格等级和失败交付成本之间的相关性所产生的调节效应,揭示了关系中的细微差别。结果还表明,最佳输送能力通常结合PD和CD源,而不是依赖于单一源。我们表明,仅仅基于最低单位交付成本的管理决策,而假设没有双边不确定性,可能导致次优决策。
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引用次数: 0
Dynamic and Ordinary Capabilities for Ecosystem Orchestrator—A Perspective on the Supply Ecosystem 生态系统协调者的动态与普通能力——供给生态系统的视角
IF 7.4 2区 管理学 Q1 MANAGEMENT Pub Date : 2025-10-21 DOI: 10.1111/jbl.70044
Christopher Münch, Emanuel Marx, Martin Matzner, Evi Hartmann

The world's economic systems are based on global supply chains that have evolved into densely interconnected and complex networks, challenging existing approaches to supply chain management. Supply ecosystems offer a new theoretical perspective on the organizational form of the supply chain that will change the way firms interact by characterizing a coordinated and collaborative way of working. The increased complexity of this organizational form requires a central actor for ecosystem development and management—known as ecosystem orchestrator. Research on capabilities for ecosystem orchestrations has focused on neighboring ecosystem disciplines, neglecting the more complex supply ecosystems. To elucidate supply ecosystems, this study applied a multiple case study with six large multinational technology companies that each orchestrate a supply ecosystem. By conducting 32 interviews with different actors in six ecosystems, this article highlights capabilities an ecosystem orchestrator requires. The results show 35 dynamic and ordinary capabilities and categorized them into nine sets of capabilities. The systematic classification of capabilities into five areas illustrates the diversity and complexity of these capabilities, which range from technological fundamentals to adopting the role of an evangelist inside and outside the own company.

世界经济体系以全球供应链为基础,而全球供应链已经发展成为紧密互联的复杂网络,对现有的供应链管理方法提出了挑战。供应生态系统为供应链的组织形式提供了一个新的理论视角,它将通过描述协调和协作的工作方式来改变企业的互动方式。这种组织形式日益增加的复杂性需要一个生态系统开发和管理的核心角色——被称为生态系统协调者。对生态系统编排能力的研究主要集中在邻近的生态系统学科上,而忽略了更复杂的供应生态系统。为了阐明供应生态系统,本研究应用了六个大型跨国技术公司的多个案例研究,每个公司都编排了一个供应生态系统。通过对六个生态系统中的不同参与者进行32次访谈,本文重点介绍了生态系统协调者所需的能力。结果显示了35种动态能力和普通能力,并将其分为9组能力。将能力系统地分为五个领域,说明了这些能力的多样性和复杂性,范围从技术基础到在自己的公司内外扮演传道者的角色。
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引用次数: 0
Hurry Up! Better to Get It Now Than to Be Sorry Later: The Effects of Product Rationing on Stockpiling Propensity Before Natural Disasters 快点!现在得到比以后后悔好:自然灾害前产品配给对库存倾向的影响
IF 7.4 2区 管理学 Q1 MANAGEMENT Pub Date : 2025-10-10 DOI: 10.1111/jbl.70040
Pritosh Kumar, Adriana Rossiter Hofer, Saif Mir

When natural disasters are imminent, retailers often aim to curb consumer stockpiling and promote equitable distribution of critical commodities by employing product rationing or purchase quantity limits. However, marketing studies have shown that restricting purchase quantities tends to increase product desirability and, consequently, sales per consumer. Due to these contradictions, this study investigates how imposing different purchase quantity limits in the wake of a natural disaster impacts consumer stockpiling propensity. We also explore how the use of signs advocating social norms or social nudges moderates this relationship. Using a scenario-based experimental design, we find that two mechanisms take place. First, when consumers' needs were less than the set purchase limits, the limits positively and directly affect consumer stockpiling propensity due to the anchoring effect. Additionally, under the same premise, purchase limits exhibit a negative indirect effect on consumer stockpiling propensity mediated by consumers' perceived future regret. Though we do not observe any significant effect of social nudges in the presence of purchase quantity limits, they significantly reduce consumer stockpiling propensity when no limits are placed. Retailers, therefore, should carefully define these limits to balance these opposing forces more effectively and promote equitable distribution of essential products for natural disaster preparedness.

当自然灾害迫在眉睫时,零售商往往旨在通过产品配给或购买数量限制来抑制消费者的库存,并促进关键商品的公平分配。然而,市场研究表明,限制购买数量往往会增加产品的吸引力,从而增加每个消费者的销售额。由于这些矛盾,本研究探讨了自然灾害后不同的购买数量限制如何影响消费者的库存倾向。我们还探讨了倡导社会规范或社会推动的符号的使用如何调节这种关系。使用基于场景的实验设计,我们发现发生了两种机制。首先,当消费者的需求低于设定的购买限制时,由于锚定效应,限制正向且直接地影响消费者的库存倾向。此外,在相同的前提下,限购对消费者储备倾向的间接负向影响表现为消费者感知到的未来后悔。虽然我们没有观察到社会推动在购买数量限制下的显著影响,但在没有限制的情况下,它们显著降低了消费者的库存倾向。因此,零售商应仔细界定这些限制,以更有效地平衡这些对立力量,并促进为防备自然灾害而公平分配基本产品。
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引用次数: 0
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