Journal of Operations Management最新文献

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When Complexity Meets Complexity: COVID-19-Induced Supply Chain Disruptions and Strategy Portfolio Efficiency 当复杂性遇到复杂性:covid -19引起的供应链中断和战略组合效率
IF 6.5 2区 管理学
Journal of Operations Management Pub Date : 2024-12-29 DOI: 10.1002/joom.1347
Hakan Yildiz, Tingting Yan, Marc Hatton, John Fowler, Thomas J. Kull, Lori Sisk
{"title":"When Complexity Meets Complexity: COVID-19-Induced Supply Chain Disruptions and Strategy Portfolio Efficiency","authors":"Hakan Yildiz,&nbsp;Tingting Yan,&nbsp;Marc Hatton,&nbsp;John Fowler,&nbsp;Thomas J. Kull,&nbsp;Lori Sisk","doi":"10.1002/joom.1347","DOIUrl":"https://doi.org/10.1002/joom.1347","url":null,"abstract":"<div>\u0000 \u0000 <p>Due to the COVID-19 pandemic, global supply chains have experienced sustained impacts from unprecedented complex disruptions in different combinations and at different times. From an efficiency perspective, do these complex supply chain disruptions call for more complex risk management strategies? To answer this, we built an empirically grounded discrete event simulation model, the results of which were analyzed using data envelopment analysis. Results show that with unprecedented complex disruption patterns, a multi-strategy portfolio approach is usually less efficient than a single-strategy or a do-nothing approach unless the strategy portfolio has certain characteristics. The most efficient strategy portfolios typically consist of a moderate number of diverse strategies. Too many strategies in a portfolio can be problematic, leading to increased costs that outpace improvement in revenue and service level. Results illustrate that even a strategy that generally performs poorly can be part of a very good strategy portfolio and vice versa. This study provides nuanced and novel findings that contribute to the resolution of the literature debate about the value of multi-strategy portfolios in addressing complex disruption patterns. Highlighting the value of a strategy portfolio view, these insights help firms better prepare for the next complex and sustained global supply chain disruptions.</p>\u0000 </div>","PeriodicalId":51097,"journal":{"name":"Journal of Operations Management","volume":"71 1","pages":"109-129"},"PeriodicalIF":6.5,"publicationDate":"2024-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143424220","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
What doesn't kill you makes you stronger? Evidence from vampire attacks on decentralized exchange and non-fungible token marketplace 杀不死你的只会让你更强大?吸血鬼攻击去中心化交易所和不可替代代币市场的证据
IF 10.4 2区 管理学
Journal of Operations Management Pub Date : 2024-12-25 DOI: 10.1002/joom.1343
Xi Zhao, Jian Li, Xiang (Shawn) Wan, Xinyu Zang, Hsing Kenneth Cheng
{"title":"What doesn't kill you makes you stronger? Evidence from vampire attacks on decentralized exchange and non-fungible token marketplace","authors":"Xi Zhao,&nbsp;Jian Li,&nbsp;Xiang (Shawn) Wan,&nbsp;Xinyu Zang,&nbsp;Hsing Kenneth Cheng","doi":"10.1002/joom.1343","DOIUrl":"https://doi.org/10.1002/joom.1343","url":null,"abstract":"<p>We examine the impact of vampire attack, a unique platform entry strategy in the blockchain ecosystem, on the operational performance of the incumbent platform. During the vampire attack period, the entrant (attacker) clones the incumbent platform and offers tokenized incentives to entice users away from the incumbent. Prior studies offer little insight into the impact of vampire attack strategy because of its uniqueness in platform cloning, tokenized incentives, and targeted attacks. We implement a quasi-experimental design by leveraging the first and most famous vampire attack launched by SushiSwap (the attacker) against Uniswap (the incumbent). We examine both the deposit-side and exchange-side impacts of the vampire attack on the operational performance of the liquidity pools on Uniswap. Surprisingly, we find that the vampire attack has no significant effect on the liquidity provision on the deposit side. Even more surprisingly, the vampire attack significantly increases the incumbent's trading volume on the exchange side. We further uncover the underlying mechanisms contributing to these intriguing results. We also demonstrate the efficacy of the novel tokenized incentives strategy. We show the generalizability of our findings by examining an alternative vampire attack event in the context of non-fungible token marketplaces. Our study offers significant contributions to the literature on the implications of blockchain on platform operations and platform competition in operations management.</p>","PeriodicalId":51097,"journal":{"name":"Journal of Operations Management","volume":"71 7","pages":"1036-1067"},"PeriodicalIF":10.4,"publicationDate":"2024-12-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145197069","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Innovation intermediation in supply networks: Addressing shortfalls in buyer and supplier capabilities for collaborative innovation 供应网络中的创新中介:解决协同创新中买方和供应商能力的不足
IF 6.5 2区 管理学
Journal of Operations Management Pub Date : 2024-12-19 DOI: 10.1002/joom.1345
Kostas Selviaridis, Martin Spring
{"title":"Innovation intermediation in supply networks: Addressing shortfalls in buyer and supplier capabilities for collaborative innovation","authors":"Kostas Selviaridis,&nbsp;Martin Spring","doi":"10.1002/joom.1345","DOIUrl":"https://doi.org/10.1002/joom.1345","url":null,"abstract":"<p>We investigate how innovation intermediaries address shortfalls in the capabilities that buyers and suppliers must have to access each other's knowledge for innovation purposes, also referred to as indirect capabilities. Prior research on supplier-enabled innovation has identified various capabilities that buyers need in order to collaborate with innovative suppliers. It recognizes that suppliers also require capabilities to access buyer knowledge. However, we still know little about the role of innovation intermediaries—actors who are neither buyers nor suppliers, but still influence innovation processes and outcomes in supply networks. Our case-based research shows that intermediaries create workspaces for R&amp;D and experimentation, help to refine definitions of requirements and de-risk novel solutions, support contracting, and facilitate solution implementation. We contribute to research on supplier innovation by developing a model of intermediaries' activities and underlying capabilities, and their impact on innovation sourcing outcomes. We elaborate the indirect capabilities theoretical perspective by introducing additional types of indirect capabilities for collaborative innovation in supply chains, and showing how these capabilities interrelate. We furthermore extend the literature on innovation intermediaries by elucidating hitherto unexplored capabilities for intermediation and adding insights regarding the contribution of intermediaries to open innovation processes.</p>","PeriodicalId":51097,"journal":{"name":"Journal of Operations Management","volume":"71 1","pages":"40-80"},"PeriodicalIF":6.5,"publicationDate":"2024-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/joom.1345","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143424307","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An empirically grounded analytical approach to hog farm finishing stage management: Deep reinforcement learning as decision support and managerial learning tool 猪场育肥阶段管理的实证分析方法:作为决策支持和管理学习工具的深度强化学习
IF 6.5 2区 管理学
Journal of Operations Management Pub Date : 2024-12-18 DOI: 10.1002/joom.1342
Panos Kouvelis, Ye Liu, Danko Turcic
{"title":"An empirically grounded analytical approach to hog farm finishing stage management: Deep reinforcement learning as decision support and managerial learning tool","authors":"Panos Kouvelis,&nbsp;Ye Liu,&nbsp;Danko Turcic","doi":"10.1002/joom.1342","DOIUrl":"https://doi.org/10.1002/joom.1342","url":null,"abstract":"<p>In hog farming, optimizing hog sales is a complex challenge due to uncertain factors, such as hog availability, market prices, and operating costs. This study uses a Markov Decision Process (MDP) to model these decisions, revealing the importance of the final weeks in profit management. The MDP's intractability due to the curse of dimensionality leads us to employ Deep Reinforcement Learning (DRL) for optimization. Using real-world and synthetic data, our DRL model outperforms existing practices. However, it lacks interpretability, hindering trust and legal compliance in the food industry. To address this, we introduce “managerial learning,” extracting actionable insights from DRL outputs using classification trees that would have been difficult to obtain otherwise. We leverage these insights to devise a smart heuristic that significantly beats the heuristic currently used in practice. This study has broader implications for operations management, where DRL can solve complex dynamic optimization problems that are often intractable due to dimensionality. By applying methods, such as classification trees and DRL, one can scrutinize solutions for actionable managerial insights that can enhance existing practices with straightforward planning guidelines.</p>","PeriodicalId":51097,"journal":{"name":"Journal of Operations Management","volume":"71 4","pages":"426-446"},"PeriodicalIF":6.5,"publicationDate":"2024-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144207091","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The point of no return? Restrictive changes to lenient return policies and consumer reactions to them 不归路?对宽松退货政策的限制性改变以及消费者对此的反应
IF 6.5 2区 管理学
Journal of Operations Management Pub Date : 2024-12-15 DOI: 10.1002/joom.1346
Huseyn Abdulla, Michael Ketzenberg, James D. Abbey, Gregory R. Heim
{"title":"The point of no return? Restrictive changes to lenient return policies and consumer reactions to them","authors":"Huseyn Abdulla,&nbsp;Michael Ketzenberg,&nbsp;James D. Abbey,&nbsp;Gregory R. Heim","doi":"10.1002/joom.1346","DOIUrl":"https://doi.org/10.1002/joom.1346","url":null,"abstract":"<p>Retailers face a challenging trade-off in maintaining versus restricting long-established lenient return policies. On the one hand, lenient return policies have become an important part of retailers' value propositions and play a significant role in stimulating consumer purchases. On the other hand, lenient return policies increase the volume of product returns, which hurts profitability. Motivated by observing an increase in restrictive changes to long-established lenient return policies, we investigate consumer reactions to such changes and their managerial implications. Through a series of experiments with diverse consumer samples, we find that restrictive changes, such as shortening return time windows or introducing restocking fees, decrease consumer trust in retailers and lead to lowered purchase, positive word-of-mouth, and loyalty intentions. We also find that providing managerial transparency, in the form of communicating the rationale for restrictive changes, can attenuate the negative consumer reactions to such changes. Moreover, rationales that emphasize the cost of handling returns versus blaming opportunistic and abusive returners are similarly effective. Our findings contribute to the growing academic literature on consumer return policy design and provide actionable insights to retail managers.</p>","PeriodicalId":51097,"journal":{"name":"Journal of Operations Management","volume":"71 1","pages":"81-108"},"PeriodicalIF":6.5,"publicationDate":"2024-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143423760","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Survive the economic downturn: Operating flexibility, productivity, and stock crash 在经济衰退中生存:经营灵活性,生产力和股票崩溃
IF 6.5 2区 管理学
Journal of Operations Management Pub Date : 2024-12-15 DOI: 10.1002/joom.1344
Yang Li, Xiaojun Wang, Fangming Xu, Tuan Ho
{"title":"Survive the economic downturn: Operating flexibility, productivity, and stock crash","authors":"Yang Li,&nbsp;Xiaojun Wang,&nbsp;Fangming Xu,&nbsp;Tuan Ho","doi":"10.1002/joom.1344","DOIUrl":"https://doi.org/10.1002/joom.1344","url":null,"abstract":"<p>Operating flexibility supports a firm's resilience strategy during challenging times by enabling them to promptly cut down operating costs associated with unproductive resources. We employ a real options model to formalize this insight. Our empirically grounding analytics motivate a firm-level proxy for downscale operating flexibility (FLEX), which effectively captures the adjustment frictions across different contexts of firms' operations. Using U.S. data between 1961 and 2020, we show that operating flexibility mitigates the risk of stock price crashes, especially during periods of economic recession. Consistent with the loss-curtailment mechanism, the operating flexibility effect is more pronounced for firms with lower productivity/profitability or higher operating leverage and is further amplified during longer and more severe recessions. Managers may avail themselves of our well-tested empirical measure of operating flexibility to guide their efforts in building a more resilient operations structure.</p>","PeriodicalId":51097,"journal":{"name":"Journal of Operations Management","volume":"71 4","pages":"483-515"},"PeriodicalIF":6.5,"publicationDate":"2024-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/joom.1344","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144207043","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Possibility theory: A foundation for theoretical and empirical explorations of uncertainty 可能性理论:对不确定性进行理论和实证探索的基础
IF 6.5 2区 管理学
Journal of Operations Management Pub Date : 2024-12-10 DOI: 10.1002/joom.1341
Frits K. Pil, Stephen M. Disney, Jan Holmström, Benn Lawson, Christopher Tang
{"title":"Possibility theory: A foundation for theoretical and empirical explorations of uncertainty","authors":"Frits K. Pil,&nbsp;Stephen M. Disney,&nbsp;Jan Holmström,&nbsp;Benn Lawson,&nbsp;Christopher Tang","doi":"10.1002/joom.1341","DOIUrl":"https://doi.org/10.1002/joom.1341","url":null,"abstract":"<p>The field of operations and supply chain management (OSCM) has a long history of identifying and engaging with risk and uncertainty in operational practices.<sup>1</sup> We provide a brief review of uncertainty in the OSCM domain, alongside an overview of our special issue (SI) call and accepted manuscripts. This serves as a starting point for the introduction of a new theoretical framework that reframes uncertainty as unresolved states of <i>possibility</i>. In this framework, the term <i>possibility</i> can refer to a broad array of OSCM actions and solutions including the novel application of existing approaches or technology as well as completely novel practices that enhance organizational outcomes. We illustrate the path-dependent evolution in these possibilities, alongside the limitations and opportunities imposed on the set of available possibilities resulting from concurrent evolution in the broader socio-technical system. We present the benefits of deploying a broader array of methodologies in the empirical study of what is, and is not, possible at discrete points in time, as well as the dual process of constraint and expansion in possibilities over time. The resulting empirical efforts to understand possibilities in turn enable novel theory development, elaboration of existing OSCM theory, and opportunities for bridging to other disciplines.</p><p>Much of the OSCM literature views uncertainty through the lens of risk (real and probabilistic, or perceived). Other areas of management examine uncertainty from the perspective of available solutions and possible alternatives, as well as <i>opportunity by design</i> (e.g. in entrepreneurial ventures, strategic decision making, and policy), see Alvarez and Barney (<span>2007</span>), Dimov (<span>2016</span>), and McBride and Wuebker (<span>2022</span>). This latter framing shifts uncertainty away from a troublesome factor to be mitigated and towards a source of potential value creation and progress. We conceptualize economic activity and operations as part of a larger, nearly decomposable, evolving structure (Simon, <span>1962</span>, <span>2002</span>). This offers the opportunity to redirect OSCM uncertainty research towards a deeper reflection on what actions and solutions are <i>possible</i> or <i>impossible</i> in an evolving socio-technical system—a system in which OSCM is deeply embedded (Arthur, <span>2009</span>; Simon, <span>2002</span>). Artificial systems evolve not just through competition and selection but also through purposeful cultivation and design (Simon, <span>1996</span>). Thus, with technology in the socio-economic context of a complex system, OSCM is part of this larger autopoietic<sup>3</sup> system—continuously regenerating itself, from itself (Holland, <span>1995</span>). This centres our attention on the temporal aspect of our work. Specifically, it requires a consideration of how the world is, how it can and cannot be in the future, alongside how it could have b","PeriodicalId":51097,"journal":{"name":"Journal of Operations Management","volume":"70 8","pages":"1182-1193"},"PeriodicalIF":6.5,"publicationDate":"2024-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/joom.1341","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142868368","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Examining the role of single versus dual decision-making approach for patient care: Evidence from cardiology patients 检查单一与双重决策方法对患者护理的作用:来自心脏病患者的证据
IF 6.5 2区 管理学
Journal of Operations Management Pub Date : 2024-11-17 DOI: 10.1002/joom.1340
Deepa Goradia, Aravind Chandrasekaran
{"title":"Examining the role of single versus dual decision-making approach for patient care: Evidence from cardiology patients","authors":"Deepa Goradia,&nbsp;Aravind Chandrasekaran","doi":"10.1002/joom.1340","DOIUrl":"https://doi.org/10.1002/joom.1340","url":null,"abstract":"<p>Research in healthcare suggests that repeated interaction between a provider and a patient can support better decision-making, resulting in improved efficiencies. To date, these repeated interactions enabling continuity of care have not been studied in hospital inpatient settings. During a hospital stay, decisions related to patient treatment are usually made by two key decision-makers: the attending physician (AP) and the operating physician (OP). Under the single decision-making approach (S-DMA), the AP and OP are the same; in contrast, under the dual decision-making approach (D-DMA), the AP and OP are different. In recent years, there has been an increasing trend toward the use of D-DMA over S-DMA across U.S. hospitals owing to scheduling conflicts. Although research outside healthcare operations management has argued for benefits from both approaches, their impacts on a patient's hospital stay are unclear. In this study, we address this gap by investigating the effects of S-DMA and D-DMA on patient care outcomes in terms of patient length of stay (LOS), treatment cost, and mortality. Data for our study come from the state of Florida and involve 520,554 cardiology patients treated by 9483 APs and 18,398 OPs at 241 hospitals between 2014 and 2016. We account for both patient and physician selection issues when choosing a particular decision-making strategy. Our results suggest that, on average, using S-DMA is associated with reduced patient LOS and treatment cost but has no effect on mortality. We also find that S-DMA is more beneficial for patients with low comorbidity and low process uncertainty, whereas D-DMA is more beneficial for patients with high comorbidity and high process uncertainty. Our results are robust to alternative explanations. We demonstrate that a single decision-maker offers benefits in the context of healthcare delivery, but dual decision-makers may yield benefits when caring for patients with high comorbidity and high process complexity. We discuss the implications of these findings for appropriately deploying S-DMA and D-DMA in inpatient services.</p>","PeriodicalId":51097,"journal":{"name":"Journal of Operations Management","volume":"71 1","pages":"11-39"},"PeriodicalIF":6.5,"publicationDate":"2024-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143424189","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Targeting online sales through last-mile delivery platform integration 通过最后一英里配送平台整合,瞄准线上销售
IF 6.5 2区 管理学
Journal of Operations Management Pub Date : 2024-11-09 DOI: 10.1002/joom.1338
Kevin H. Park, Xiaodan Pan, Martin E. Dresner
{"title":"Targeting online sales through last-mile delivery platform integration","authors":"Kevin H. Park,&nbsp;Xiaodan Pan,&nbsp;Martin E. Dresner","doi":"10.1002/joom.1338","DOIUrl":"https://doi.org/10.1002/joom.1338","url":null,"abstract":"<p>We analyze channel integration between a last-mile delivery platform and a general merchandise retailer in two distinct stages: (1) platform delivery access (PDA), where the retailer continues to offer standard delivery through its own website but directs customers to the platform's website for new same-day delivery; and (2) integrated delivery access (IDA), where customers can continue to use same-day delivery service at the delivery platform website but can purchase products in a single order with both same-day and standard delivery options at the retailer's website. We perform a quasi-experiment using consumer spending data from retailer, target, and delivery platform, Shipt. We find that PDA provides positive impacts to the delivery platform through increased sales. IDA, on the other hand, increases the retailer's online channel sales but does not impact the delivery platform's sales. Moreover, we find that the positive effects of PDA on the delivery platform's sales are stronger in markets where online grocery penetration is lower, indicating that the effects were likely driven by increased purchases for groceries. Finally, the positive effect of IDA on the retailer's online channel sales is stronger in markets where the retailer has a greater loyal customer base and online grocery penetration is lower.</p>","PeriodicalId":51097,"journal":{"name":"Journal of Operations Management","volume":"71 2","pages":"195-219"},"PeriodicalIF":6.5,"publicationDate":"2024-11-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/joom.1338","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143638850","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Real-time demands, restaurant density, and delivery reliability: An empirical analysis of on-demand meal delivery 实时需求、餐厅密度和送餐可靠性:按需送餐的实证分析
IF 6.5 2区 管理学
Journal of Operations Management Pub Date : 2024-11-07 DOI: 10.1002/joom.1339
Xiaohan Li, Xuequn Wang, Zilong Liu, Jie Zhang, Jiafu Tang
{"title":"Real-time demands, restaurant density, and delivery reliability: An empirical analysis of on-demand meal delivery","authors":"Xiaohan Li,&nbsp;Xuequn Wang,&nbsp;Zilong Liu,&nbsp;Jie Zhang,&nbsp;Jiafu Tang","doi":"10.1002/joom.1339","DOIUrl":"https://doi.org/10.1002/joom.1339","url":null,"abstract":"<p>A surge in technological advancements and innovations has spurred the rise of on-demand meal delivery platforms. Despite their widespread appeal, these platforms face two critical challenges (i.e., order batching and demand allocation) in effectively managing the delivery process while maintaining reliability. In response, this study aims to address these two challenges by examining the effects of real-time demands and restaurant density on delivery reliability, as well as how the type of driver (i.e., in-house versus crowdsourced drivers) moderates these effects. We evaluated our model with a unique dataset obtained from one of the top three on-demand meal delivery platforms in China, and our research sheds light on several key findings. Specifically, our study finds inverted U-shaped relationships between real-time demands and delivery reliability and a positive relationship between restaurant density and delivery reliability. In addition, it reveals that crowdsourced drivers perform better than in-house drivers under high real-time demands. This study contributes to the literature by clarifying how delivery reliability can be influenced by real-time demands and restaurant density. The results offer important implications for on-demand meal delivery platforms to improve delivery performance and allocate demands amid complicated market conditions.</p>","PeriodicalId":51097,"journal":{"name":"Journal of Operations Management","volume":"71 2","pages":"246-292"},"PeriodicalIF":6.5,"publicationDate":"2024-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143638713","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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