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作者：Shi, Bowen; Mao, Xiaojie; Yang, Mochen; Li, Bo
作者单位：Tsinghua University; Tsinghua University; University of Minnesota System; University of Minnesota Twin Cities
摘要：This research commentary introduces double/debiased machine learning (DML), a novel methodological framework, to the information systems (IS) research community, demonstrating its power to address the challenges of empirical model specifications. DML combines the flexibility of modern machine learning (ML) techniques with the rigor of semiparametric statistical theory, enabling effective modeling of complex functions alongside valid statistical inference. The paper provides an accessible and c...
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作者：Karanasios, Stan; Senyo, P. K.; Zorina, Aljona; Effah, John
作者单位：University of Queensland; University of Southampton; University of Ghana
摘要：Departing from traditional theory on digitalization, we argue that smaller enterprises in resource-constrained environments may take a different route to digitalization that is less strategic and more emergent, less engineered and more oriented to the situation at hand, and less driven by sophisticated technology and more likely to embody frugality. We ask, How do microenterprises 'make do' their digitalization in resource-constrained environments?, addressing the question through a large-scal...
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作者：Valogianni, Konstantina; Ketter, Wolfgang; Collins, John; Adomavicius, Gediminas
作者单位：IE University; University of Cologne; University of Minnesota System; University of Minnesota Twin Cities; University of Minnesota System; University of Minnesota Twin Cities
摘要：We present a novel information systems (IS)-enabled pricing artifact for variablerate electric vehicle (EV) charging that can facilitate a sustainable EV introduction. EVs can significantly reduce carbon intensity in modern cities and address important sustainability challenges. However, large-scale EV introduction is expected to increase electricity demand peaks, threatening grid stability and reliability. Most proposed methods to coordinate EV charging have shortcomings, such as the inabilit...
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作者：Lu, Yingda; Luo, Xueming; Huang, Liqiang; Wang, Danni
作者单位：University of Illinois System; University of Illinois Chicago; University of Illinois Chicago Hospital; Pennsylvania Commonwealth System of Higher Education (PCSHE); Temple University; Zhejiang University
摘要：Over recent years, companies have been increasingly adopting algorithmic decision systems (ADS) to replace humans. In this paper, we focus on how ADS facilitates human managers' decision making rather than replacing humans altogether in the context of inventory ordering decisions, specifically on the effect of providing ADS performance information to human managers. Using a pair of field experiments, our results suggest that providing ADS performance information can improve their inventory ord...
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作者：Gladis, Alexander; Salge, Torsten-Oliver; Antons, David; Hartwich, Nicole
作者单位：RWTH Aachen University; University of Bonn
摘要：As vital pillars for data protection in our digital age, data privacy and data security coevolve and increasingly attract the attention of researchers, practitioners, and policymakers alike. However, both concepts tend to be studied, managed, and regulated separately, leaving the precise nature of their interplay underexplored. Conceptually, we add clarity by distinguishing and explicating three mutually enriching perspectives: (1) a layered view that sees data security as a prerequisite for d...
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作者：Chen, Xiaomeng; Forman, Chris; Kummer, Michael
作者单位：Pennsylvania Commonwealth System of Higher Education (PCSHE); University of Pittsburgh; Cornell University; Universidade Nova de Lisboa
摘要：We analyze whether and under what conditions adding a new, informal space for interaction can improve knowledge exchange in an online community. We explore this question by analyzing the effects of introducing chat rooms in the Stack Overflow questionand-answer (Q&A) forum. Using a difference-in-differences approach, we find that the introduction of a chat room increases user contributions in related programming tags in the Q&A forum but only among community users who are active in the chat ro...
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作者：Lera, Sandro Claudio; Leng, Yan
作者单位：Southern University of Science & Technology; Southern University of Science & Technology; University of Texas System; University of Texas Austin
摘要：Many sociotechnical systems feature group interactions that cannot be accurately represented by traditional network models because these reduce all interactions to pairwise links. As a result, classical network centrality measures often misidentify key actors in domains where diffusion occurs through higher-order group-based processes. To address this gap, we develop a hypergraph-based centrality framework that models diffusion using theory-informed random-walks. This approach incorporates dom...
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作者：Wei, Shaobo; Zhang, Yuanyuan; Dong, John Qi
作者单位：Hefei University of Technology; Nanyang Technological University
摘要：Organizations have been increasingly implementing artificial intelligence (AI) into their work environments to gain a competitive advantage and expect employees to appropriately use it in their daily work. However, employees do not always comply with organizational AI policies when using AI, which may inhibit value creation and induce various problems. It is thus imperative for organizations to understand how to promote employees' AI compliance. Drawing on feedback intervention theory (FIT), w...
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作者：Sun, Haoyan; You, Weijia; Li, Junchao (Jason); Zhang, Han
作者单位：Lehigh University; Beijing Forestry University; Rutgers University System; Rutgers University Newark; Rutgers University New Brunswick; University System of Georgia; Georgia Institute of Technology; Hong Kong Baptist University
摘要：The unique dynamics of the crowdfunding process have attracted substantial scholarly attention over the past decade. In this study, we investigate how crowdfunding campaign starters' response to potential backers in the discussion board influences backer accumulation in reward-based crowdfunding platforms. We suggest that the starter response serves to reduce information asymmetry and signal the positive qualities of the campaign starter(s). Accordingly, we shed light on the threefold implicat...
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作者：Forderer, Jens; Gutt, Dominik; Greenwood, Brad N.
作者单位：University of Mannheim; Erasmus University Rotterdam - Excl Erasmus MC; Erasmus University Rotterdam; George Mason University
摘要：Competition between user-generated content platforms (e.g., Twitch, Spotify, YouTube) is characterized by fierce talent poaching of highly popular stars on the supply side. However, little is known about how the loss of a star affects content production from former cocreating peers on multisided content platforms. Whereas theory suggests that star turnovers might decrease the demand for cocreating peers or trigger them to depart the platform as well, empirical understanding is still lacking. T...
