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Engaging learners in online learning without external incentives: Evidence from a field experiment 让学习者在没有外部激励的情况下参与在线学习:来自现场实验的证据
IF 6.4 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-10-03 DOI: 10.1111/isj.12475
Jiayuan Zhang, Cheng Yi, Jiayin Zhang

Online learning platforms increase opportunities for learners to participate in learning out of interest, without any external incentives such as fulfilling requirements for degree programmes or certificates. However, such forms of online learning often suffer from low sustained learning engagement. Building on theories related to normative influences, this study extends the literature by focusing on the effect of peer information on learning engagement and outcomes in an online learning setting without external incentives. A field experiment was conducted through a leading massive open online course platform in China, and information interventions were manipulated in social media groups associated with the course. Surprisingly, the results revealed that the presence of peers' active learning behaviour information did not always lead to enhanced learning engagement. Specifically, it had a positive influence only when question intervention was applied, that is, when the learners were also presented with questions related to the course content prior to learning. Moreover, question intervention alone was effective in enhancing learning engagement. Our results also showed that the learners with question interventions were more likely to pay attention to their peers' behaviour and align their learning pace with that of their peers. Implications for theory and practice are discussed.

在线学习平台增加了学习者出于兴趣参与学习的机会,而无需满足学位课程或证书要求等任何外部激励。然而,这种形式的在线学习往往存在持续学习参与度低的问题。在规范影响相关理论的基础上,本研究通过关注在没有外部激励的在线学习环境中同伴信息对学习参与和结果的影响,扩展了文献。通过中国领先的大型开放式在线课程平台进行现场实验,并在与课程相关的社交媒体群中操纵信息干预。令人惊讶的是,结果显示,同伴主动学习行为信息的存在并不总是导致学习参与度的提高。具体来说,只有当问题干预被应用时,即学习者在学习之前也被提出与课程内容相关的问题时,它才会产生积极的影响。此外,单独的问题干预在提高学习投入方面是有效的。我们的研究结果还表明,有问题干预的学习者更有可能注意到同伴的行为,并使他们的学习速度与同伴保持一致。讨论了理论和实践意义。
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引用次数: 1
Growing online-to-offline platform businesses: How Vytal became the world-leading provider of smart reusable food packaging 发展从线上到线下的平台业务:Vytal 如何成为全球领先的智能可重复使用食品包装供应商
IF 6.4 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-09-26 DOI: 10.1111/isj.12474
Jan Recker, Theresa Bockelmann, Fabian Barthel

Online platform businesses can grow massively and rapidly. But what if a company's business model features both an online platform application and a physical product, as is the case in logistics (e.g. container distribution), consumer retail (e.g. food delivery), or mobility (e.g. booking of shared rental vehicles)? Online-to-offline platform businesses must synchronise online platform growth with offline product transaction growth because online platforms may attract users, but value generation and capture occur through offline product transactions. If one outpaces the other, either demand cannot be satisfied, or costs increase disproportionally. How do online-to-offline platform businesses navigate this dilemma? We report on the exemplary case of Vytal, an innovative startup that has managed to become the world-largest provider of smart reusable packaging solutions in the food retail sector. Vytal couples the distribution of offline food containers with an online transaction platform application that connects restaurants, canteens, and supermarkets with consumers. We trace how Vytal strategically organised and orchestrated their growth online and offline. Based on our analysis, we offer a framework containing practical lessons for how companies can grow online-to-offline platform business models and navigate the trade-offs between the online and offline components of such business models.

在线平台业务可以大规模快速增长。但是,如果一家公司的商业模式既包括在线平台应用程序,也包括实体产品,就像物流(例如集装箱配送)、消费者零售(例如食品配送)或移动(例如预订共享租赁车辆)的情况一样呢?线上到线下平台企业必须使线上平台的增长与线下产品交易的增长同步,因为线上平台可能会吸引用户,但价值的产生和获取是通过线下产品交易实现的。如果其中一种超过另一种,要么需求无法得到满足,要么成本不成比例地增加。线上到线下平台企业如何应对这种困境?我们报告了Vytal的典型案例,这是一家创新型创业公司,已成功成为食品零售领域全球最大的智能可重复使用包装解决方案提供商。Vytal将线下食品容器的分销与在线交易平台应用程序结合起来,该应用程序将餐馆、食堂和超市与消费者联系起来。我们追踪了Vytal是如何战略性地组织和协调他们的线上和线下增长的。基于我们的分析,我们提供了一个框架,其中包含了公司如何发展线上到线下平台商业模式以及如何在这种商业模式的线上和线下组件之间进行权衡的实践经验。
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引用次数: 1
Building digital resilience against crises: The case of Taiwan's COVID-19 pandemic management 建立应对危机的数字复原力:台湾 COVID-19 大流行病管理案例
IF 6.4 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-09-25 DOI: 10.1111/isj.12471
Joyce Yi-Hui Lee, Chih-Yuan Chou, Hsin-Lu Chang, Carol Hsu

Digital technologies are playing an increasingly central role in crisis management. Despite concerted efforts by information systems (IS) scholars to explore the capabilities of digital technologies to foster resilience against crises, very few have investigated the dynamics of building digital resilience in turbulent times. This study, drawing upon the resource orchestration view (ROV) and through an empirical investigation of Taiwan's COVID-19 pandemic management, unpacked the black box process of governments leading heterogeneous societal entities to promote resource orchestration actions for the development of digital resilience. The research findings revealed four patterns of digital resource orchestrations—dual-purposing existing IS, balancing data exploitation, enacting online co-production, and augmenting social network effects—that led to rapid and effective pandemic crisis management in Taiwan. We incorporated our findings into a research model of digital resilience in the making, thereby providing a mechanism for building digital resilience at a societal level. The research outcomes foreground temporal and societal aspects of digital resilience that contribute to the literature by adding new insights to the currently limited research on the operational process of building digital resilience.

数字技术在危机管理中发挥着越来越重要的作用。尽管信息系统(IS)学者共同努力探索数字技术促进抵御危机的能力,但很少有人研究在动荡时期建立数字弹性的动态。本研究以资源编排观点(ROV)为基础,透过对台湾新冠疫情管理的实证调查,揭示政府领导异质社会实体推动资源编排行动以发展数位复原力的黑箱过程。研究结果揭示了四种数字资源编排模式,即现有信息系统的双重用途、平衡数据利用、实施在线合作生产和增强社会网络效应,从而实现了台湾快速有效的流行病危机管理。我们将我们的发现纳入了一个正在形成的数字复原力的研究模型,从而提供了一种在社会层面上建立数字复原力的机制。研究结果展望了数字弹性的时间和社会方面,通过为目前有限的关于构建数字弹性的操作过程的研究增加新的见解,为文献做出了贡献。
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引用次数: 1
Cooking a telework theory with causal recipes: Explaining telework success with ICT, work and family related stress 用因果食谱烹饪远程工作理论:用信息和通信技术、工作和家庭相关压力解释远程工作的成功原因
IF 6.4 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-09-20 DOI: 10.1111/isj.12463
Marco Meier, Christian Maier, Jason Bennett Thatcher, Tim Weitzel

Employees want to be able to telework and organisations want to provide the ideal environment to make it a success story. While some teleworkers experience telework success, that is, are satisfied and perform well, others do not. To understand the drivers of successful and unsuccessful telework, we used a mixed methods approach, taking a stress-theoretic and configurational perspective. In Study 1, we conducted a quantitative analysis of data collected in a survey of 375 teleworkers to identify configurations of information and communication technology (ICT), work and family related challenge and hindrance stressors that lead to high and low telework success. In Study 2, we analysed qualitative data collected in interviews with 52 teleworkers to shed light on the interplay among ICT, work and family related challenge and hindrance stressors in the configurations that lead to high and low telework success. We contribute to telework research by showing that high and low telework success results from configurations of ICT, work and family related challenge and hindrance stressors. We extend the literature by showing that teleworkers benefit from challenge stressors only when they do not experience hindrance stressors. Methodologically, we provide a blueprint for an innovative approach using deductive fsQCA to refine, extend and delimit theory.

员工希望能够远程工作,组织也希望提供理想的环境,使远程工作取得成功。一些远程办公人员在远程办公方面取得了成功,即感到满意并表现出色,而另一些则不然。为了了解远程工作成功和不成功的驱动因素,我们从压力理论和配置的角度出发,采用了混合方法。在研究 1 中,我们对 375 名远程工作者的调查数据进行了定量分析,以确定导致远程工作成功与否的信息和通信技术(ICT)、工作和家庭相关的挑战和阻碍压力因素的配置。在研究 2 中,我们分析了通过采访 52 名远程工作者收集到的定性数据,以揭示信息和通信技术、与工作和家庭相关的挑战和阻碍压力因素在导致远程工作成功率高低的配置中的相互作用。我们的研究表明,远程工作成功率的高低源于信息和通信技术、工作和家庭相关的挑战和阻碍压力因素的组合,从而为远程工作研究做出了贡献。我们通过证明远程工作者只有在没有遇到阻碍性压力源时才会从挑战性压力源中获益,从而扩展了相关文献。在方法论上,我们提供了一种创新方法的蓝图,即利用演绎式 fsQCA 来完善、扩展和界定理论。
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引用次数: 0
Open government, civic tech and digital platforms in Latin America: A governance study of Montevideo's urban app ‘Por Mi Barrio’ 拉丁美洲的开放式政府、公民技术和数字平台:蒙得维的亚城市应用程序 "Por Mi Barrio "的治理研究
IF 6.4 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-09-18 DOI: 10.1111/isj.12468
Carolina Aguerre, Carla Bonina

Digital technologies have a recognised potential to build more efficient, credible, and innovative public institutions in Latin America. Despite progress, digital transformation in Latin American governments remains limited. In this work, we explore a peculiar yet largely understudied opportunity in the region: pursuing digital government transformation as a collaborative process between the government and civil society organisations. To do so, we draw from information systems research on digital government and platforms for development, complemented with governance theory from political science and conduct an interpretive in-depth case study of an urban reporting platform in Montevideo called ‘Por Mi Barrio’. The study reveals three mutually reinforced orders of governance in the trajectory of the project and explain how the collaboration unfolded over time: (i) a technical decision to use open platform architectures; (ii) the negotiation of formal and informal rules to make the project thrive and (iii) a shared, long-term ideology around the value of open technologies and technical sovereignty grounded in years of political history. Using a contextual explanation approach, our study helps to improve our understanding on the governance of collaborative digital government platforms in Latin America, with specific contributions to practice.

数字技术在拉丁美洲建立更高效、可信和创新的公共机构方面具有公认的潜力。尽管取得了进展,但拉美政府的数字化转型仍然有限。在这项工作中,我们探讨了该地区一个特殊的、但在很大程度上未被充分研究的机遇:将政府数字化转型作为政府与民间社会组织之间的一个合作过程。为此,我们借鉴了有关数字政府和发展平台的信息系统研究,并辅以政治学中的治理理论,对蒙得维的亚一个名为 "Por Mi Barrio "的城市报道平台进行了深入的解释性案例研究。研究揭示了项目发展过程中三种相互促进的治理秩序,并解释了合作是如何随着时间的推移而展开的:(i) 使用开放平台架构的技术决策;(ii) 正式和非正式规则的协商,以使项目蓬勃发展;(iii) 围绕开放技术的价值和技术主权的长期共同意识形态,并以多年的政治历史为基础。我们的研究采用情境解释法,有助于加深我们对拉丁美洲协作式数字政府平台治理的理解,并对实践做出具体贡献。
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引用次数: 0
Review of “Deep Fakes: Algorithms and Society”. By Michael Filimowicz, Abingdon: Routledge. 2022. pp. 90. $59.00. ISBN: 978-1-032-00260-6 “深度造假:算法与社会”综述。作者:MichaelFilimowicz, Abingdon: Routledge出版社,2022。90页。59.00美元。ISBN: 978量量032还是00260 6
IF 6.4 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-09-07 DOI: 10.1111/isj.12470
Qian Li
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引用次数: 0
Digital transformation: Understanding business goals, risks, processes and decisions. By Mathias Cöster, Mats Danielson, Love Ekenberg, Cecilia Gullberg, Gard Titlestad, Alf Westelius, Gunnar Wettergren, Cambridge: Open Book Publishers. 2023. ISBN: 9781805110606 数字化转型:了解业务目标、风险、流程和决策。作者:Mathias Cöster、Mats Danielson、Love Ekenberg、Cecilia Gullberg、Gard Titlestad、Alf Westelius、Gunnar Wettergren,剑桥:开卷出版社。 2023.ISBN: 9781805110606
IF 6.4 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-08-31 DOI: 10.1111/isj.12469
Robert M. Davison
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引用次数: 0
Attracting solvers' participation in crowdsourcing contests: The role of linguistic signals in task descriptions 吸引解决者参与众包竞赛:语言信号在任务描述中的作用
IF 6.4 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-08-24 DOI: 10.1111/isj.12462
Shuang Wu, Qian Liu, Xin Zhao, Baowen Sun, Xiuwu Liao

Many companies gain external expertise, lower their costs and generate publicity by using crowdsourcing platforms to complete tasks by leveraging the power of the crowd. However, the number of solvers attracted by crowdsourcing tasks varies widely. Although some well-known crowdsourcing contests have attracted large numbers of participants, many tasks still suffer from low participation rates. Prior research aimed at solving this problem has focused on factors such as task rewards and durations while overlooking whether a well-written description might motivate solvers to choose a task. Based on signalling theory, this study investigates the effect of task descriptions on solvers' participation by focusing on informational and affective linguistic signals. Our model is validated by analysing 13 929 descriptions posted in single-winner tasks on epwk.com, a Chinese competitive crowdsourcing platform. For informational linguistic signals, the results reveal that there are inverted U-shaped relationships between both concreteness and specificity and solver participation, whereas linguistic accuracy has a positive effect on solver participation. For affective linguistic signals, positive emotional words have a positive relationship with solver participation, whereas negative emotional words have the opposite effect. Theoretical and practical implications are discussed.

许多公司通过利用众包平台来利用人群的力量完成任务,从而获得外部专业知识,降低成本并获得宣传。然而,众包任务吸引的解决者数量差异很大。尽管一些知名的众包竞赛吸引了大量参与者,但许多任务的参与率仍然很低。先前旨在解决这一问题的研究主要关注任务奖励和持续时间等因素,而忽略了写得好的描述是否会激励解决者选择任务。本研究以信号传导理论为基础,通过对信息和情感语言信号的研究,探讨了任务描述对解决者参与的影响。我们的模型通过分析13 在中国竞争性众包平台epwk.com上,929条描述发布在单赢家任务中。对于信息语言信号,研究结果表明,具体性和特异性与解决者参与之间存在倒U型关系,而语言准确性对解决者参与有积极影响。对于情感语言信号,积极的情感词与解决者的参与呈正相关,而消极的情感词则相反。讨论了理论和实践意义。
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引用次数: 1
Preparing ecosystems for platformization: Insights from multiple case studies 为平台化准备生态系统:来自多个案例研究的见解
IF 6.4 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-08-21 DOI: 10.1111/isj.12467
Yueqiu Hu, Shuning Zheng, Alain Yee Loong Chong, Eric T. K. Lim, Chee-Wee Tan

Platformization is gathering pace because it is capable of restructuring the value creation process for ecosystems. Despite its merits, the failure rate of platformization is alarming for incumbents because it demands collective commitment from ecosystem partners who are already intricately connected due to their embeddedness in pre-existing value networks. Consequently, the question of how incumbents can prepare for platformization has attracted attention from both academics and practitioners alike. By conducting multiple case studies of three distinct ecosystems that have successfully embraced platformization, we arrive at three separate process patterns of preparation for ecosystem platformization that elucidate the dimensions of organisational readiness required of the initiating firm and its partners. Particularly, we delineate between shared readiness and situated readiness, each with its own constituent sub-dimensions underlying ecosystems' preparedness for platformization.

平台化正在加快步伐,因为它能够重组生态系统的价值创造过程。尽管平台化有其优点,但其失败率对在位者来说是惊人的,因为它需要生态系统合作伙伴的集体承诺,而这些合作伙伴由于嵌入现有的价值网络而已经紧密相连。因此,在位者如何为平台化做好准备的问题引起了学术界和从业者的关注。通过对成功实现平台化的三个不同生态系统进行多个案例研究,我们得出了三种不同的生态系统平台化准备过程模式,这些模式阐明了发起公司及其合作伙伴所需的组织准备程度。特别是,我们在共享准备和定位准备之间进行了划分,每个准备都有自己的组成子维度,这些子维度是生态系统平台化准备的基础。
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引用次数: 0
Institutional factors related to digital entrepreneurship by startups and SMEs in the Latin American context: Two cases in Brazil 拉丁美洲背景下与初创企业和中小企业数字创业相关的制度因素:巴西的两个案例
IF 6.4 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-08-21 DOI: 10.1111/isj.12466
Amarolinda Zanela Klein, Gabriel Machado Braido

Digital entrepreneurship relies not only on the individual entrepreneurs' skills and effort but also on rules and structures related to institutions, especially in developing contexts such as Latin America. Considering this, we analyse how institutional factors can affect digital entrepreneurship by SMEs and startups and what types of institutional changes are needed to support digital entrepreneurship by these companies. Based on institutional theory as a theoretical lens, we conducted two case studies in Brazil. The research results indicate that the digital entrepreneurial ecosystem's actors perform institutional work that generates changes related to the regulative, normative, and cultural/cognitive institutional pillars. These changes affect both the legitimacy of digital innovations created by SMEs and startups and the legitimacy of these companies as ecosystem players, which is vital for them to access the resources needed to innovate and thrive. Based on these results, we propose a theoretical framework and provide suggestions for practice and public policies related to digital entrepreneurship by SMEs and startups in the context studied.

数字创业不仅依赖于企业家个人的技能和努力,还依赖于与制度相关的规则和结构,特别是在拉丁美洲等发展中国家。考虑到这一点,我们分析了制度因素如何影响中小企业和初创企业的数字创业,以及需要什么样的制度变革来支持这些公司的数字创业。基于制度理论作为理论视角,我们在巴西进行了两个案例研究。研究结果表明,数字创业生态系统的参与者进行制度工作,产生与监管、规范和文化/认知制度支柱相关的变化。这些变化既影响了中小企业和初创企业创造的数字创新的合法性,也影响了这些公司作为生态系统参与者的合法性,这对他们获得创新和繁荣所需的资源至关重要。在此基础上,本文提出了一个理论框架,并为研究背景下中小企业和初创企业数字创业的实践和公共政策提供建议。
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引用次数: 0
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Information Systems Journal
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