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Effects of feedback in manufacturing: A field experiment using smartwatch technology 制造业中的反馈效果:使用智能手表技术的现场实验
IF 6.5 2区 管理学 Q1 MANAGEMENT Pub Date : 2024-04-20 DOI: 10.1002/joom.1305
Daniel Kwasnitschka, Henrik Franke, Torbjørn H. Netland

We investigate the impact of performance feedback delivered to front-line workers through new digital technologies in the manufacturing sector. Our study takes place in a globally operating manufacturing company that employs smartwatches for real-time control on the shop floor. In a large-scale and multi-site field experiment, we examine 29,669 machine status reports to assess the productivity effects of providing near real-time feedback to workers via smartwatches. We develop our hypotheses drawing on construal-level theory and its central idea of psychological distance. Initially, we observe production without feedback to establish comparability between treatment groups. Subsequently, we allocate various combinations of feedback to workers in four separate areas in two manufacturing plants. We manipulate whether the feedback is targeted at individuals with psychologically close feedback (“you did…”) or targeted at the team with relatively psychologically distant feedback (“your team did…”). Furthermore, we vary the message framing: positive framing emphasizes completed tasks, while negative framing emphasizes unfinished tasks. Our findings indicate that positively framed feedback, targeting individuals directly, enhances productivity more than other feedback combinations. Our study contributes new theoretical insights into the interplay between feedback framing and targets in fast-paced and highly automated batch production environments.

我们研究了制造业通过新数字技术向一线工人提供绩效反馈的影响。我们的研究发生在一家全球运营的制造公司,该公司采用智能手表对车间进行实时控制。在一项大规模、多地点的现场实验中,我们检查了 29,669 份机器状态报告,以评估通过智能手表向工人提供近乎实时的反馈对生产率的影响。我们借鉴构想级理论及其核心思想--心理距离,提出了我们的假设。首先,我们观察没有反馈的生产情况,以建立处理组之间的可比性。随后,我们在两家制造工厂的四个不同区域为工人分配不同的反馈组合。我们操纵反馈是针对个人的心理距离较近的反馈("你做了......"),还是针对团队的心理距离相对较远的反馈("你们团队做了......")。此外,我们还改变了信息的框架:积极的框架强调已完成的任务,而消极的框架强调未完成的任务。我们的研究结果表明,直接针对个人的正面反馈比其他反馈组合更能提高工作效率。我们的研究为快节奏和高度自动化的批量生产环境中反馈框架与目标之间的相互作用提供了新的理论见解。
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引用次数: 0
When do part-time workers increase effectiveness? A study of food banks and the SNAP program outreach 兼职员工何时能提高效率?食品银行和 SNAP 计划推广研究
IF 7.8 2区 管理学 Q1 MANAGEMENT Pub Date : 2024-04-09 DOI: 10.1002/joom.1304
Luv Sharma, Pelin Pekgün, Orgül D. Öztürk, Sanjay L. Ahire

The use of part-time employees to support operations has been a contentious topic in the literature. While part-time employees add cost-effective flexibility to operations, their impact on operational outcomes has largely been documented as negative. However, there are a number of sectors (e.g., non-profit) which rely heavily on part-time employees, with anecdotal evidence supporting their role in improving outcomes. Through this research, we seek to shed light on these contradicting perspectives. We do so by investigating the impact of the percentage of part-time employees in the workforce dedicated to the Supplemental Nutrition Assistance Program (SNAP) outreach efforts at United States (U.S.) food banks on the effectiveness of this initiative. SNAP is the largest domestic hunger program in the U.S., assisting over 42 million individuals, and food banks play a critical role in outreach and enrollment for SNAP. We utilize data on the operational characteristics and SNAP activities of food banks that are members of the Feeding America network and U.S. Census data on the demographic characteristics of their service area. We find that an increased percentage of part-time FTEs (full-time equivalent) in a food bank's workforce dedicated to SNAP outreach efforts increases its effectiveness, particularly in relation to operational and contextual factors that can benefit from a more flexible workforce. Based on these findings and our review of the literature, we propose a conceptual framework on the effectiveness of part-time employees in different settings.

在文献中,使用兼职员工支持运营一直是一个有争议的话题。虽然兼职员工为运营增加了具有成本效益的灵活性,但他们对运营结果的影响大多被认为是负面的。然而,也有一些部门(如非营利机构)非常依赖兼职员工,并有传闻证据支持他们在改善结果方面的作用。通过这项研究,我们试图揭示这些相互矛盾的观点。为此,我们调查了美国粮食银行专门从事补充营养援助计划(SNAP)推广工作的兼职员工比例对这一举措效果的影响。SNAP 是美国国内最大的饥饿计划,为 4200 多万人提供帮助,而食品银行在 SNAP 的推广和注册方面发挥着至关重要的作用。我们利用 "喂养美国 "网络成员中的食品银行的运营特点和 SNAP 活动数据,以及美国人口普查关于其服务区域人口特征的数据。我们发现,增加食品银行专门从事 SNAP 外联工作的兼职 FTE(全职等同人员)的比例可以提高其效率,特别是在与运营和环境因素相关的方面,更灵活的劳动力可以使其受益。基于这些研究结果和我们对文献的回顾,我们提出了一个关于兼职员工在不同环境中的有效性的概念框架。
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引用次数: 0
An empirical analysis of process improvement from best practice adoption: A study of stroke care best practices 对采用最佳实践改进流程的实证分析:中风护理最佳实践研究
IF 7.8 2区 管理学 Q1 MANAGEMENT Pub Date : 2024-04-03 DOI: 10.1002/joom.1301
Brandon Lee, Lawrence Fredendall, Aleda Roth, Shannon Sternberg, Bernardo F. Quiroga

This study empirically examines how induced learning through adopting a set of best practices and learning-by-doing improved a hospital's care of ischemic stroke patients using ad hoc teams. While previous studies in healthcare operations management conducted in ad hoc team environments predominantly focused on volume-based learning (learning by doing, team familiarity via interactions among team members), our study focuses on induced learning in ad hoc teams through best practice adoptions. The analysis uses secondary data (Data period: January 2009–March 2017) about stroke patients from a comprehensive stroke center (CSC) in a U.S. tertiary teaching hospital as it adopted the U.S. American Heart Association/American Stroke Association (AHA/ASA) Target:Stroke best practices. The ad hoc stroke teams provide the initial care and their performance is measured using “Door-to-Needle (DTN)” time and its sub-time segments. The DTN time is measured as the time elapsed between the stroke patient's arrival at the hospital's emergency department (ED) and the appropriate infusion of “Tissue Plasminogen Activator (TPA)” (i.e., a thrombolytic medication informally referred to as a “clot buster”). We found that adopting these best practices improved ischemic stroke care beyond improvement due to repetition. We also found that the neurologist's recent experience providing stroke care for the prior patient is positively associated with meeting the time performance goal for the current patient. This study provides insights into the use of management mechanisms to adopt and sustain best practices in healthcare that are generalizable to other organizations with ad hoc team environments.

本研究通过实证研究,探讨了如何通过采用一套最佳实践和边做边学来提高医院对缺血性中风患者的护理水平。以往在特设团队环境下进行的医疗运营管理研究主要关注基于数量的学习(边做边学、通过团队成员之间的互动来熟悉团队),而我们的研究则侧重于通过采用最佳实践来诱导特设团队的学习。分析使用的是美国一家三级教学医院综合卒中中心(CSC)采用美国心脏协会/美国卒中协会(AHA/ASA)Target:Stroke 最佳实践时卒中患者的二手数据(数据时间:2009 年 1 月至 2017 年 3 月)。特设卒中团队提供初始救治,其绩效通过 "门到针(DTN)"时间及其子时间段来衡量。DTN 时间是指从中风病人到达医院急诊科(ED)到适当输注 "组织浆蛋白酶原激活剂(TPA)"(即一种非正式称为 "血块克星 "的溶栓药物)之间的时间。我们发现,采用这些最佳实践改善了缺血性脑卒中护理,而不是因为重复而有所改善。我们还发现,神经科医生近期为之前患者提供中风护理的经验与当前患者达到时间绩效目标正相关。本研究为医疗保健领域采用和维持最佳实践的管理机制提供了启示,可推广到其他具有临时团队环境的组织。
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引用次数: 0
Emphasizing worker identification with skills to increase helping and productivity in production: A field experiment 强调工人对技能的认同,以提高生产中的帮助和生产率:现场实验
IF 6.5 2区 管理学 Q1 MANAGEMENT Pub Date : 2024-03-28 DOI: 10.1002/joom.1300
Henrik Franke, Daniel Kwasnitschka, Jan B. Schmutz, Torbjørn H. Netland

Can productivity improve if workers identify more with the skills they use in their work environment? This paper reports the results of an experimental design that was peer-reviewed prior to collecting data. The research setting is a global manufacturer using a novel smartwatch-based system for distributing work tasks among factory floor workers. Drawing on the concepts of identification and helping in organizations, we hypothesized that fostering workers' identification with their own skills could serve as a mechanism to enhance helping behavior on the factory floor, which should improve productivity. We designed a compound skill-fostering treatment consisting of communication, meetings, and exercises regarding individual skills. We treat one large factory area for 2 weeks and keep a similar area in a sister factory as a control group for comparison in a difference-in-difference model. The results show that nudging skill identification increases workers' identification with skills, but we do not find evidence for increased helping behavior or increased productivity. Our results help develop theory around multiple sub-identities and provide guidance for future studies seeking to enhance identification in organizations.

如果工人们更认同他们在工作环境中使用的技能,那么生产率能否提高呢?本文报告了一项实验设计的结果,该实验设计在收集数据之前已经过同行评审。研究环境是一家全球制造商,该制造商使用基于智能手表的新型系统在工厂车间工人之间分配工作任务。借鉴组织中的认同和帮助概念,我们假设,培养工人对自身技能的认同可以作为一种机制,加强工厂车间的帮助行为,从而提高生产率。我们设计了一种复合技能培养疗法,包括交流、会议和有关个人技能的练习。我们对一个大型工厂区进行了为期两周的处理,并在姐妹工厂中保留了一个类似区域作为对照组,在差分模型中进行比较。结果表明,对技能认同的鼓励提高了工人对技能的认同,但我们没有发现帮助行为或生产率提高的证据。我们的研究结果有助于发展围绕多重子认同的理论,并为今后寻求增强组织认同的研究提供指导。
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引用次数: 0
An investigation of corporate social responsibility conformity: The roles of network prominence and supply chain partners 企业社会责任一致性调查:网络知名度和供应链合作伙伴的作用
IF 7.8 2区 管理学 Q1 MANAGEMENT Pub Date : 2024-03-27 DOI: 10.1002/joom.1302
Ellie C. Falcone, Jason W. Ridge

Numerous studies on corporate social responsibility (CSR) indicate that firms adopt CSR practices for various reasons related to their supply chain. However, the necessity to conform to a firm's own industry CSR norm is overlooked. Conforming to one's industry CSR norm—a herding behavior known as CSR conformity—ensures firm in-group legitimacy and preserves internal resources for core business activities. On the other hand, deviating from industry norms sets a firm apart from its peers, making the firm more appealing to supply chain partners. Motivated by this dilemma, this study draws on middle-status conformity theory and explores how a firm's network prominence determines its CSR conformity. Panel data analyses of 1650 firm-year observations reveal an inverse U-shaped relationship between firm network prominence and its CSR conformity, indicating that firms with a mid-level network prominence engage in higher CSR conformity. However, the inverse U is flattened when a firm's supply chain partners (and their respective industries) share similar CSR standards, suggesting that a firm can only prioritize its own industry CSR norms if its supply chain partners share a compatible CSR standard. These findings highlight the importance of understanding CSR from an organizational conformity perspective, especially in the context of supply chain network.

关于企业社会责任(CSR)的大量研究表明,企业采取企业社会责任做法是出于与供应链相关的各种原因。然而,人们忽视了企业遵守本行业企业社会责任规范的必要性。遵守本行业的企业社会责任规范--一种被称为 "企业社会责任一致性 "的羊群行为--可以确保企业在集团内部的合法性,并为核心业务活动保留内部资源。另一方面,偏离行业规范会使企业在同行中脱颖而出,从而对供应链合作伙伴更具吸引力。在这种两难境地的激励下,本研究借鉴了中间地位顺应理论,探讨了企业的网络突出地位如何决定其企业社会责任顺应性。对 1650 个企业年观测数据进行的面板数据分析显示,企业网络突出度与企业社会责任符合度之间呈反 U 型关系,表明具有中等网络突出度的企业具有更高的企业社会责任符合度。然而,当企业的供应链合作伙伴(及其各自的行业)具有相似的企业社会责任标准时,反 U 型关系就会趋于平缓,这表明只有当企业的供应链合作伙伴具有兼容的企业社会责任标准时,企业才能优先考虑自身行业的企业社会责任规范。这些发现凸显了从组织一致性角度理解企业社会责任的重要性,尤其是在供应链网络背景下。
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引用次数: 0
Carbon neutrality: Operations management research opportunities 碳中和:运营管理研究机会
IF 7.8 2区 管理学 Q1 MANAGEMENT Pub Date : 2024-03-26 DOI: 10.1002/joom.1303
Qingyu Zhang, Christina W. Y. Wong, Robert Klassen

Climate change, primarily driven by greenhouse gas emissions (GHGs), is a pressing environmental and societal concern. Carbon neutrality, or net zero, involves reducing carbon dioxide emissions, the most common GHG, and then balancing residual emissions through removing or offsetting. Particularly difficult challenges have emerged for firms seeking to reduce emissions from Scope 1 (internal operations) and Scope 3 (supply chain). Incremental changes are very unlikely to meet the objective of carbon neutrality. Synthesizing a framework that draws together both the means of achieving carbon neutrality and the scope of change helps to clarify opportunities for research by operations management scholars. Companies must assess and apply promising technologies, form new strategic relationships, and adopt novel practices while taking into account costs, risks, implications for stakeholders, and, most importantly, business sustainability. Research on carbon neutrality is encouraged to move beyond isolated discussions focused on specific tactics and embrace a more, though not fully, holistic examination. Research opportunities abound in both theoretical and empirical domains, such as exploring tradeoffs between different tactics, balancing portfolios, and investigating the strategic deployment of initiatives over time. As a research community, we are critically positioned to develop integrative insights at multiple levels, from individual processes to horizontal and vertical partnerships and ultimately to large-scale systemic realignment and change.

气候变化主要由温室气体排放(GHGs)引起,是一个紧迫的环境和社会问题。碳中和或净零涉及减少二氧化碳(最常见的温室气体)排放,然后通过消除或抵消来平衡剩余排放。对于寻求减少范围 1(内部运营)和范围 3(供应链)排放量的企业来说,挑战尤为严峻。增量变化不太可能实现碳中和的目标。综合实现碳中和的手段和变化范围的框架有助于明确运营管理学者的研究机会。公司必须评估和应用有前途的技术,建立新的战略关系,采用新的做法,同时考虑成本、风险、对利益相关者的影响,以及最重要的企业可持续性。我们鼓励对碳中和的研究不要局限于对具体策略的孤立讨论,而要进行更全面的研究,尽管这种研究还不全面。理论和实证领域的研究机会比比皆是,例如探索不同策略之间的权衡、平衡投资组合以及调查随着时间推移的策略部署。作为一个研究团体,我们处于关键位置,可以在多个层面上提出综合性见解,从单个过程到横向和纵向伙伴关系,最终到大规模的系统调整和变革。
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引用次数: 0
Gender mismatch and bias in people-centric operations: Evidence from a randomized field experiment 以人为本的行动中的性别错配和偏见:来自随机实地实验的证据
IF 6.5 2区 管理学 Q1 MANAGEMENT Pub Date : 2024-03-18 DOI: 10.1002/joom.1299
Yoonseock Son, Angela Aerry Choi, Kaitlin D. Wowak, Corey M. Angst

Research at the interface of operations management (OM) and gender bias has mostly focused on operational outcomes such as hiring decisions on behalf of the employer (or firm). Largely overlooked is how the design of operational processes exacerbates (or diminishes) the amount of gender bias exhibited on behalf of the customer in a people-centric operations environment. In this study, we conduct a randomized field experiment with a partner firm to assess gender mismatch and bias in client-consultant exchanges. The experimental design enables us to examine gender bias within dyadic exchanges when there are gender matches (female client-female consultant or male client-male consultant) or gender mismatches (female client-male consultant or male client-female consultant). We find that reporting the consultant's gender significantly increases the client's likelihood of leaving more and higher reviews, increases the clickthrough rate on recommended products, and that the effect is stronger for females than for male consultants. We also provide support for the heterogenous effects of client experience depending on the gender (mis)match in client-consultant exchanges, including whether the prior effects hold when there is gender masking or manipulation (e.g., reported female consultant when actually male). Our findings offer important theoretical contributions and practical implications for OM scholars and managers.

有关运营管理(OM)和性别偏见的研究主要集中在运营结果上,如代表雇主(或公司)做出的招聘决定。在以人为本的运营环境中,运营流程的设计是如何加剧(或减少)代表客户的性别偏见的,这一点在很大程度上被忽视了。在本研究中,我们与一家合作公司进行了一次随机现场实验,以评估客户与顾问交流中的性别错配和偏见。实验设计使我们能够在性别匹配(女性客户-女性咨询师或男性客户-男性咨询师)或性别不匹配(女性客户-男性咨询师或男性客户-女性咨询师)的情况下,对双向交流中的性别偏见进行研究。我们发现,报告顾问的性别会显著增加客户留下更多和更高评论的可能性,提高推荐产品的点击率,而且女性顾问的效果要强于男性顾问。我们还为客户体验的异质性效应提供了支持,这种效应取决于客户与顾问交流中的性别(错误)匹配,包括当存在性别掩蔽或操纵(例如,报告的女性顾问实际上是男性)时,先验效应是否成立。我们的研究结果为 OM 学者和管理者提供了重要的理论贡献和实践意义。
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引用次数: 0
Closed-loop supply chains with product remanufacturing: Challenges and opportunities 产品再制造的闭环供应链:挑战与机遇
IF 7.8 2区 管理学 Q1 MANAGEMENT Pub Date : 2024-02-27 DOI: 10.1002/joom.1298
Saurabh Bansal, V. Daniel R. Guide, Sergey Naumov
<p>The body of knowledge regarding remanufacturing's role in closed-loop supply chains (CLSC) has been dominated by case studies and analytic models (either empirically informed or fully stylized). The objective of this special issue is to offer insights into the pressure points in remanufacturing-focused CLSCs, identify and explore new policies and solutions that mitigate these pressure points, and outline future research opportunities.</p><p>Research in this area uses various terms for closely related, if not identical, concepts: CLSC with remanufacturing, Reverse Logistics, OEM servicizing with product remanufacturing, and most recently, the Circular Economy (CE). While the CE literature has embarked on a vigorous effort to create a knowledgebase to develop systems that will be more environmentally friendly as well as economically viable, some of this knowledgebase already exists in the previous research in remanufacturing, reverse logistics, CLSCs, or product servicizing with remanufacturing. Efforts to re-develop this understanding from scratch are more likely to hold the field back rather than help it focus on issues that are different under the Circular Economy banner.</p><p>The objective of this editorial is three-fold. First, we aim to identify significant research opportunities in CE that are not well-documented and for which new knowledge is needed. In doing so, we hope to highlight these knowledge gaps, map the research landscape of CLSCs with remanufacturing, and inspire future studies. Second, academic research often runs the risk of being insular and often, in the pursuit of academic excellence, somewhat disconnected with reality. We articulate the characteristics of future articles that would likely make them more impactful to industry, helping bring the social and environmental change that CE promises. Third, we describe the exemplars presented in this special issue that do have these characteristics with some important insights for making CE business models successful.</p><p>We see several key opportunities to enhance our knowledge about CE based on CLSC with remanufacturing.</p><p>In this section, we outline fundamental properties of research aimed at supporting CE implementation and the realization of its benefits by bridging an emerging gap between theory and practice.</p><p>The articles in the special issue showcase the characteristics described above. Denizel and Schumm (<span>2024</span>) examine apparel and textile (AT) CEs and discuss the challenges and differences relative to CEs commonly used in other industries, such as consumer electronics. The authors find industry level differences in product acquisition, processing, and material recycling. They note that the scalability of remanufacturing processes within the AT industry presents a significant challenge due to their labor-intensive and time-consuming nature. One of the greatest differences is that AT CEs are not, for the most part, profitable (while remanufacturin
1 引言 有关再制造在闭环供应链(CLSC)中的作用的知识体系,主要是案例研究和分析模型(无论是基于经验的还是完全风格化的)。本特刊的目的是深入探讨以再制造为重点的闭环供应链中的压力点,确定并探索缓解这些压力点的新政策和解决方案,并概述未来的研究机会:该领域的研究对密切相关的概念使用了不同的术语:再制造供应链、逆向物流、产品再制造的原始设备制造商服务化,以及最近的循环经济(CE)。虽然循环经济文献已开始大力创建知识库,以开发更环保、经济上更可行的系统,但其中一些知识库已存在于先前对再制造、逆向物流、CLSC 或产品服务化与再制造的研究中。从零开始重新发展这种认识的努力更有可能阻碍该领域的发展,而不是帮助其关注循环经济旗帜下的不同问题。首先,我们旨在确定循环经济领域的重要研究机会,这些机会尚未得到充分记录,需要新的知识。为此,我们希望强调这些知识空白,描绘循环再造供应链的研究前景,并启发未来的研究。其次,学术研究往往有孤芳自赏的风险,而且在追求学术卓越的过程中往往会与现实脱节。我们阐述了未来文章的特点,这些特点可能会使文章对产业界产生更大的影响,从而帮助实现 CE 所承诺的社会和环境变革。第三,我们介绍了本特刊中具有这些特点的范例,并提出了使消费电子商业模式取得成功的一些重要见解。
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引用次数: 0
Using algorithms to improve knowledge work 利用算法改进知识工作
IF 7.8 2区 管理学 Q1 MANAGEMENT Pub Date : 2024-02-25 DOI: 10.1002/joom.1296
Javier Amaya, Matthias Holweg

We explore how organizations leverage algorithms to improve knowledge work in contexts where the tasks require skilled work, as distinct from routine tasks that have traditionally been the focus of academic enquiry. Drawing on a multiple-case study of four business areas in a multinational energy firm undergoing a digital transformation, we find that contrary to what the literature predicts, tasks that require skilled work can also benefit from the adoption of algorithmic solutions. To benefit, business areas engaged in two distinct pathways for transforming knowledge work. The first focuses on automating a specific task, replacing human activity with algorithms in a single task. The second involves re-engineering an entire process, whereby sequences of steps adjacent to the task at hand are redesigned on integration of an algorithm. We find that these pathways have different effects on the ability to improve knowledge work, suggesting that alignment between the task and the pathway chosen is crucial to realizing any improvement. We also find that the ability to sustain any improvement depends on the adjustment of the knowledge regime—the practices and structures that sanction knowledge. Building on these findings, we propose a general process model for the adoption of algorithmic solutions in knowledge work. In the wider context of the future of work debate, our findings challenge the prevailing notion that a task's skill requirements determine the extent to which knowledge work can be improved by algorithmic solutions.

我们探讨了组织如何在需要熟练工作的任务中利用算法来改进知识工作,这与传统上学术研究重点关注的常规任务有所不同。通过对一家正在进行数字化转型的跨国能源公司的四个业务领域进行多案例研究,我们发现,与文献预测相反,需要熟练工作的任务也能从采用算法解决方案中受益。为了从中获益,业务领域采用了两种不同的途径来转变知识工作。第一种是将特定任务自动化,在单项任务中用算法取代人类活动。第二种是重新设计整个流程,即在整合算法的基础上,重新设计与当前任务相邻的步骤序列。我们发现,这些途径对改进知识工作的能力有不同的影响,这表明任务与所选途径之间的一致性对实现任何改进都至关重要。我们还发现,持续改进的能力取决于知识制度的调整,即认可知识的实践和结构。基于这些发现,我们提出了在知识工作中采用算法解决方案的一般流程模型。在未来工作辩论的大背景下,我们的研究结果对 "任务的技能要求决定了知识工作在多大程度上可以通过算法解决方案得到改进 "这一普遍观点提出了质疑。
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引用次数: 0
Vendor selection in the wake of data breaches: A longitudinal study 数据泄露后的供应商选择:纵向研究
IF 7.8 2区 管理学 Q1 MANAGEMENT Pub Date : 2024-01-29 DOI: 10.1002/joom.1294
Qian Wang, Shenyang Jiang, Eric W. T. Ngai, Baofeng Huo

With the increasing digitization and networking of medical data and personal health information, information security has become a critical factor in vendor selection. However, limited understanding exists regarding how information security influences vendor selection. Drawing from the attention-based view (ABV), this study examines the potential impact of data breaches on hospitals' selection of electronic medical record system (EMRS) vendors. To test our hypotheses, we compile a unique dataset spanning 12 years of observations from US hospitals. Utilizing a coarsened exact matching (CEM) technique combined with a difference-in-differences (DiD) approach, our study shows that hospitals tend to replace their EMRS vendors after experiencing data breaches. Moreover, breached hospitals tend to prioritize information security in such a vendor replacement process by switching to star vendors and migrating towards a single-sourcing configuration. Further post-hoc analyses reveal that these impacts of data breaches are mitigated as the relationship between breached hospitals and vendors matures or when hospitals belong to large healthcare systems. Additionally, we find that the effects of data breaches are contingent on the scale of the breach and are short-term in nature. This research underscores the significance of information security as a crucial consideration in vendor selection for both academia and practitioners.

随着医疗数据和个人健康信息的日益数字化和网络化,信息安全已成为选择供应商的关键因素。然而,人们对信息安全如何影响供应商选择的了解还很有限。本研究从注意力观点(ABV)出发,探讨了数据泄露对医院选择电子病历系统(EMRS)供应商的潜在影响。为了验证我们的假设,我们汇编了一个独特的数据集,该数据集跨越了美国医院 12 年的观察期。利用粗化精确匹配(CEM)技术和差分法(DiD),我们的研究表明,医院在遭遇数据泄露后倾向于更换 EMRS 供应商。此外,在更换供应商的过程中,发生数据泄露的医院往往会优先考虑信息安全,转而选择星级供应商并迁移到单一采购配置。进一步的事后分析表明,随着被入侵医院与供应商之间的关系日趋成熟,或者当医院属于大型医疗系统时,数据入侵的影响会得到缓解。此外,我们还发现,数据泄露的影响取决于泄露的规模,而且是短期性的。这项研究强调了信息安全作为学术界和从业人员选择供应商的重要考虑因素的重要性。
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引用次数: 0
期刊
Journal of Operations Management
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