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Preparing for tomorrow's supply chain leaders today in the Industry 4.0 era: Student perceptions on learning modes 在工业4.0时代为未来的供应链领导者做准备:学生对学习模式的看法
IF 1 Q3 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-09-15 DOI: 10.1111/dsji.70016
Pedro M. Reyes, John K. Visich

Preparing for tomorrow's supply chain leaders today involves an understanding of how students perceive the educational value of classroom learning approaches. To better understand how to prepare our students for the Industry 4.0 era, we surveyed current and former students on their perceptions of pedagogical methods that contributed to their learning and preparation to enter the workforce as supply chain management professionals. Results from former students, who are working in the supply chain management field, indicate that real-world teaching methods have a higher impact on learning than methods that are not as real-world. However, both groups rated guest speakers as the most effective learning method and lectures as the least effective. We offer an exploratory study motivated by students’ informal post-discussion of learning via Zoom during COVID-19. This article offers insights into how teachers should deliver supply chain content based on the student's perception of learning, an approach that will prepare students for supply chain management careers in the Industry 4.0 era.

今天,为未来的供应链领导者做准备,需要了解学生如何看待课堂学习方法的教育价值。为了更好地了解如何让我们的学生为工业4.0时代做好准备,我们调查了现在和以前的学生对教学方法的看法,这些教学方法有助于他们的学习和准备进入供应链管理专业人员的劳动力市场。以前在供应链管理领域工作的学生的结果表明,现实世界的教学方法比非现实世界的方法对学习的影响更大。然而,两组人都认为客座演讲是最有效的学习方法,而讲座是最无效的。我们提供了一项探索性研究,其动机是学生在COVID-19期间通过Zoom学习的非正式讨论。本文提供了关于教师如何根据学生的学习感知提供供应链内容的见解,这种方法将为学生在工业4.0时代的供应链管理职业做好准备。
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引用次数: 0
Learning factory in logistics: Evaluation of the effects of a hands-on experience for automated warehouse processes 物流中的学习工厂:对自动化仓库流程的实践经验效果的评估
IF 1 Q3 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-09-05 DOI: 10.1111/dsji.70015
Andrea Ferrari, Anna Corinna Cagliano, Giovanni Zenezini, Antonio Carlin, Giulio Mangano

In recent years, automated warehouses have become increasingly important to meet the rising demand of supply chain operations. Despite their growing relevance to industry, these systems remain largely underrepresented in academic settings, which contributes to a significant gap in student knowledge and preparedness. Traditional educational approaches often fail to equip future professionals with the practical skills required by modern logistics systems. While the learning factory paradigm partially addresses this gap, it typically places limited emphasis on logistics processes. To bridge this divide between theory and industrial practice, a hands-on learning experience was conducted in a logistics-focused learning factory involving Bachelor's and Master's engineering students. A structured questionnaire was administered to evaluate students’ perceptions of automated warehouses, and statistical methods were employed to analyze both the short- and medium-term impacts of the experience. Findings revealed a strong interest among students in industrial logistics, despite limited prior exposure to automation technologies. Consistent with previous research, the hands-on approach was particularly effective for Master's students, highlighting its potential as a valuable educational tool in logistics engineering.

近年来,自动化仓库在满足供应链运营日益增长的需求方面变得越来越重要。尽管这些系统与工业的相关性越来越大,但在学术环境中,这些系统的代表性仍然很大,这导致了学生知识和准备方面的巨大差距。传统的教育方法往往不能为未来的专业人员提供现代物流系统所需的实用技能。虽然学习型工厂模式部分解决了这一差距,但它通常对物流过程的强调有限。为了弥合理论与工业实践之间的鸿沟,我们在一个以物流为重点的学习型工厂进行了一次实践学习体验,参与者包括工程学士和硕士学生。采用结构化问卷来评估学生对自动化仓库的看法,并采用统计方法来分析体验的短期和中期影响。调查结果显示,尽管学生对自动化技术的接触有限,但他们对工业物流有浓厚的兴趣。与先前的研究一致,实践方法对硕士生特别有效,突出了其作为物流工程中有价值的教育工具的潜力。
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引用次数: 0
Piloting with data: Flying into business analytics disciplinary knowledge 数据驾驶:飞向商业分析学科知识
IF 1 Q3 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-09-03 DOI: 10.1111/dsji.70013
Ellen Belitzky, Yevgeniya Rivers

Flying a paper airplane as a standalone activity is hardly a novel instructional practice. However, in a typical university business analytics course where most work is on a computer, such a tactile experience is innovative. Aiming to build a paper airplane as an artifact, measure and record its characteristics, and report results provides an engaging opportunity for students to simulate a supply chain work experience. The paper airplane competition described in this brief provides instructors freedom within a framework to customize the practice of data acquisition for management decision-making. The illustration of key concepts in operations and supply chain management leads students to content and experiences consistent with components of the Education 4.0 framework. Course data include high self-reported levels of engagement; thus, we recommend using the paper airplane activity to demonstrate the business analytics process from data acquisition through visualization.

驾驶纸飞机作为一个独立的活动并不是一个新颖的教学实践。然而,在典型的大学商业分析课程中,大多数工作都是在电脑上进行的,这种触觉体验是创新的。旨在建立一个纸飞机作为一个工件,测量和记录其特性,并报告结果为学生提供了一个模拟供应链工作经验的有吸引力的机会。本文介绍的纸飞机竞赛为教师提供了在一个框架内定制管理决策数据采集实践的自由。通过对运营和供应链管理关键概念的阐述,学生获得了与教育4.0框架的组成部分相一致的内容和体验。课程数据包括自我报告的高参与度;因此,我们建议使用纸飞机活动来演示从数据获取到可视化的业务分析过程。
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引用次数: 0
Winning the human resources challenge when expanding internationally: Focus on China 在国际扩张中赢得人力资源挑战:聚焦中国
IF 1 Q3 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-09-03 DOI: 10.1111/dsji.70012
Valerie L. Christian, Michael Jijin Zhang, Tuvana Rua, Jeanine K. Andreassi

As educators, we seek engaging ways to demonstrate the crucial importance of developing appropriate management (HR) practices when undertaking international expansion. In this exercise, teams are asked to formulate and justify human resource/talent management policy modifications that contribute to a competitive advantage for a hypothetical North American niche grocery chain (Friendly & Fresh Foods) planning expansion into China. The exercise's unique value is its focus on the interconnectedness between business strategy, talent management, and culture in helping to “win” the local challenge when entering an unfamiliar territory where global leaders may need to adapt both competitive strategy and cultural practices to achieve business entry success. Recommendations are honed after consideration of their assigned home country's business model (differentiation or cost leadership) and the host country's culture. The choice of China as the expansion country serves to magnify the “distances” that must be examined when expanding internationally, in this case when a North American operation decides to expand its operations to China. The exercise's theoretical foundation is informed by international business, global human resource management, and cultural research. The exercise's effectiveness is well supported by graduate students who have experienced the exercise and by faculty evaluations of team presentations.

作为教育工作者,我们寻求有吸引力的方式来展示在进行国际扩张时发展适当的管理(HR)实践的至关重要性。在这个练习中,团队被要求制定和证明人力资源/人才管理政策的修改,这些修改有助于一个假想的北美利基杂货连锁店(Friendly & Fresh Foods)计划扩展到中国的竞争优势。该练习的独特价值在于它关注商业战略、人才管理和文化之间的相互联系,帮助全球领导者在进入一个不熟悉的领域时“赢得”当地的挑战,在这个领域,全球领导者可能需要适应竞争战略和文化实践,以实现商业进入的成功。建议是在考虑到他们指定的母国的商业模式(差异化或成本领先)和东道国的文化之后进行打磨的。选择中国作为扩张国家是为了扩大国际扩张时必须考虑的“距离”,在这种情况下,当一家北美公司决定将业务扩展到中国时。该课程的理论基础由国际商务、全球人力资源管理和文化研究组成。该练习的有效性得到了经历过该练习的研究生和教师对团队演示的评估的良好支持。
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引用次数: 0
Who gets how much? Customer segmentation during shortages 谁得到多少?短缺期间的客户细分
IF 1 Q3 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-09-03 DOI: 10.1111/dsji.70014
Anil Singh, Vikram Bhadauria, Lysette Margaret D'souza, Vimlesh Prabhu Desai

Supply chain disruptions can lead to shortages. To manage this risk, companies often adopt a customer segmentation strategy to prioritize customers when confirming orders. To protect the limited supply for important customers, strategic segments are created, where some segments are given priority at the expense of other segments. In enterprise resource planning (ERP) software, this process is behind the scenes and automated, meaning that students do not have the opportunity to grasp the logic and process involved. To extend student knowledge in this area, we developed an exercise through which students can learn the underlying rationale behind the customer segmentation strategy. In the exercise, students prioritize orders from current and new customers based on the customer segment. The results of a survey on this exercise provided evidence of student learning. Modeling the process in spreadsheets helps students gain knowledge and skills in automated backorder processing in ERP systems.

供应链中断可能导致短缺。为了管理这种风险,公司通常采用客户细分策略,在确认订单时优先考虑客户。为了保护重要客户的有限供应,创建了战略细分市场,其中一些细分市场以牺牲其他细分市场为代价获得优先权。在企业资源规划(ERP)软件中,这个过程是在幕后和自动化的,这意味着学生没有机会掌握所涉及的逻辑和过程。为了扩展学生在这方面的知识,我们开发了一个练习,通过这个练习,学生可以了解客户细分策略背后的基本原理。在练习中,学生根据客户细分对现有客户和新客户的订单进行优先排序。关于这个练习的调查结果提供了学生学习的证据。在电子表格中对流程进行建模可以帮助学生获得ERP系统中自动积压订单处理的知识和技能。
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引用次数: 0
Teaching brief: Equipping students with Industry 4.0 competencies in supply chain management 教学要点:培养学生在供应链管理方面的工业4.0能力
IF 1 Q3 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-09-01 DOI: 10.1111/dsji.70011
Somaye Ramezanpour Nargesi

This teaching brief highlights innovative adaptations of established pedagogical techniques to equip students with critical skills for success in Industry 4.0. More specifically, this brief focuses on two courses: an undergraduate Operations and Supply Chain Management course and an MBA Supply Chain Management course, both designed to foster critical thinking, adaptability, and analytical skills aligned with the principles of Education 4.0. The MBA course is detailed, showcasing a dynamic structure that blends flipped classroom sessions, collaborative group activities, industry news discussions, real-time simulations like the Beer Game, and guest speaker engagements to deepen industry awareness and refine professional skills. The undergraduate course is presented with a brief overview, emphasizing an interconnected approach where students progress through foundational topics using iterative learning and culminate their experience with a competitive simulation. These approaches demonstrate how thoughtful integration of well-established methods with tailored innovations can support student learning in a technology-driven, globalized world. In this way, this teaching brief extends the current literature on deliberate practice in business education by offering a more comprehensive framework that integrates technical, strategic, and interpersonal competencies tailored to the demands of the modern supply chain landscape. In doing so, this pedagogical approach bridges the gap between academic instruction and industry practice, equipping students with the hard and soft skills essential for thriving in digital, automated, and interconnected supply chain environments.

本教学大纲强调了对现有教学技术的创新适应,以使学生掌握在工业4.0中取得成功的关键技能。更具体地说,这篇简介着重于两门课程:本科运营与供应链管理课程和MBA供应链管理课程,这两门课程都旨在培养符合教育4.0原则的批判性思维、适应能力和分析能力。MBA课程非常详细,展示了一个动态的结构,融合了翻转课堂,合作小组活动,行业新闻讨论,实时模拟,如啤酒游戏,以及嘉宾演讲,以加深行业意识和完善专业技能。本科课程简要概述,强调相互关联的方法,学生通过迭代学习的基础主题取得进展,并通过竞争模拟达到高潮。这些方法表明,将成熟的方法与量身定制的创新相结合,可以在技术驱动的全球化世界中支持学生的学习。通过这种方式,本教学大纲通过提供一个更全面的框架,将技术、战略和人际能力结合起来,以适应现代供应链环境的需求,扩展了当前关于商业教育中刻意实践的文献。在此过程中,这种教学方法弥合了学术指导和行业实践之间的差距,为学生提供了在数字化、自动化和互联供应链环境中蓬勃发展所必需的硬技能和软技能。
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引用次数: 0
Sticky creativity: Using digital sticky notes in teaching supply chain in a synchronous class 便利贴创意:在同步课堂中使用数字便利贴进行供应链教学
IF 1 Q3 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-08-28 DOI: 10.1111/dsji.70010
Huiling Liu

This study leverages the digital sticky note feature in Zoom's whiteboard to provide students with opportunities to gain a better understanding of supply chain management through engagement and hands-on experience in a synchronous online class. The activity was implemented within an online graduate course in Operations and Supply Chain Management at the College of Business Administration at a public university. By using digital sticky notes to brainstorm and exchange ideas with their teammates, students designed supply chains for selected products. The activity provided students with the opportunity to interact with their peers, instructors, and course content, promoting high levels of engagement and enhancing comprehension of the supply chain concept. Survey results indicate that participants had a positive learning experience and an enhanced understanding of supply chain management.

本研究利用Zoom白板上的数字便利贴功能,通过同步在线课程的参与和实践经验,为学生提供更好地了解供应链管理的机会。该活动是在一所公立大学工商管理学院的运营和供应链管理在线研究生课程中实施的。学生们利用数码便利贴与队友进行头脑风暴和交换意见,为选定的产品设计供应链。该活动为学生提供了与同龄人、教师和课程内容互动的机会,促进了高水平的参与度,并增强了对供应链概念的理解。调查结果显示,参与者获得了积极的学习经验,并加深了对供应链管理的理解。
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引用次数: 0
A model for a data visualization and exploration course 数据可视化与探索课程的模型
IF 0.8 Q3 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-06-05 DOI: 10.1111/dsji.70009
Ali Ardalan

In response to a large backlog of demand for data analytics expertise, universities are adding analytics courses and/or programs. Data visualization and exploration are among the pillars of the analytics curriculum and should be included in analytics programs. This article presents the philosophy, structure, and content of a data visualization and exploration course for senior undergraduate and master's level students. It presents the learning objectives, detailed criteria for selecting the reading materials, and visualization software for this course. In addition, this article shares lists of required and optional articles that were selected by an extensive review of literature in the field of data visualization and exploration. Analysis of assessments by the instructor and the independent assessment of student capstone projects by two reviewers showed that students learned the materials well and properly applied the knowledge they gained in this course to completing the capstone project. Student comments indicate that the course was well designed, that they enjoyed the course content, and that they found working with the visualization software beneficial.

为了应对大量积压的数据分析专业需求,大学正在增加分析课程和/或项目。数据可视化和探索是分析课程的支柱之一,应该包括在分析课程中。本文介绍了一门面向本科生和硕士生的数据可视化与探索课程的理念、结构和内容。介绍了本课程的学习目标、详细的阅读材料选择标准和可视化软件。此外,本文还分享了通过对数据可视化和探索领域的文献进行广泛审查而选择的必修和可选文章列表。通过讲师的评估分析和两位评论者对学生顶点项目的独立评估,学生们很好地学习了材料,并正确地应用了他们在课程中所学到的知识来完成顶点项目。学生的评论表明,课程设计得很好,他们喜欢课程内容,并且他们发现使用可视化软件是有益的。
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引用次数: 0
Applying quality control to daily habits: A new method for teaching quality control 将质量控制应用于日常习惯:教学质量控制的新方法
IF 0.8 Q3 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-05-28 DOI: 10.1111/dsji.70008
Ozgur Kabadurmus, Karsten Powell, Timothy S. Vaughan

This teaching brief presents a new experiential exercise for teaching statistical process control (SPC) within a quality management course. This novel approach involves a semester-long personal quality control project, where students apply SPC methodology to their daily habits, using data collected from their smart devices. Surveys conducted at the end of the semester show that students felt more confident using quality control concepts both personally and professionally. The survey results also suggest that students believe the exercise helped them to better understand their own daily habits and aided their ability to apply quality management methodologies through greater engagement with the concepts. This innovative teaching method both enhances students’ theoretical understanding and prepares them for effective problem-solving in industry settings.

本教学大纲介绍了在质量管理课程中进行统计过程控制(SPC)教学的一种新的经验练习。这种新颖的方法涉及一个长达一个学期的个人质量控制项目,学生们将SPC方法应用于他们的日常习惯,使用从他们的智能设备收集的数据。学期末进行的调查显示,学生们在个人和专业上都对质量控制概念更有信心。调查结果还表明,学生们认为,通过更多地参与这些概念,练习有助于他们更好地理解自己的日常习惯,并有助于他们应用质量管理方法的能力。这种创新的教学方法既提高了学生的理论理解,又为他们在行业环境中有效解决问题做好了准备。
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引用次数: 0
A technological, data-oriented design journey for teaching and learning business intelligence and analytics projects 一个技术的,面向数据的设计之旅,用于教学和学习商业智能和分析项目
IF 0.8 Q3 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-05-25 DOI: 10.1111/dsji.70007
Jongsawas Chongwatpol

Design thinking and design-oriented information systems share commonalities in applying specific toolsets to develop product and system designs that address strategic, managerial, and operational problems. How can design thinking be embedded as an innovative and creative learning process to facilitate decision-making in business intelligence and analytics within a classroom environment, particularly during the proof-of-concept stage? This study aims to expand these implications both academically and practically by presenting a technological, data-oriented design process for integrating design thinking into business intelligence (BI) and business analytics (BA) curriculums. The proposed data-oriented design approach highlights five areas that serve as the building blocks of the BI and BA strategy: problem, data, analytics, technology, and user spaces. The case study of a retail supermarket provides guidelines on how alternative designs that emerge during the problem formulation stage of the design thinking approach are transformed into prototypes in the proof-of-concept stage and are subsequently tested and implemented to demonstrate their proof-of-value and proof-of-use in the retail industry. This study also outlines six key learning experiences—categorized as objectives, assessment, space, activities, artifacts, and culture—for teachers, students, IS scholars, CIOs, CDOs, and other top management to create a design-oriented organizational structure.

设计思维和面向设计的信息系统在应用特定的工具集来开发解决战略、管理和操作问题的产品和系统设计方面具有共性。如何将设计思维作为一种创新和创造性的学习过程嵌入到课堂环境中,以促进商业智能和分析中的决策,特别是在概念验证阶段?本研究旨在通过提出一种技术的、面向数据的设计过程,将设计思维整合到商业智能(BI)和商业分析(BA)课程中,从而在学术上和实践上扩展这些影响。提出的面向数据的设计方法强调了作为BI和BA策略构建块的五个领域:问题、数据、分析、技术和用户空间。零售超市的案例研究提供了指导方针,说明在设计思维方法的问题制定阶段出现的替代设计如何在概念验证阶段转化为原型,并随后进行测试和实施,以展示其在零售行业中的价值证明和使用证明。本研究也为教师、学生、资讯科技学者、首席信息官、首席信息官和其他高层管理人员提供了六个关键的学习经验,分为目标、评估、空间、活动、工件和文化,以创建一个以设计为导向的组织结构。
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引用次数: 0
期刊
Decision Sciences-Journal of Innovative Education
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