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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:Benlian, Alexander; Pinski, Marc; Adam, Martin
作者单位:Technical University of Darmstadt; University of Gottingen
摘要:Despite significant progress in understanding how the use of agile practices in teams affects crucial developer outcomes, we still know little about whether the team-enacted use of agile practices (e.g., daily stand-up meetings or pair programming) always aligns with the developer-needed use of such practices. In other words, does incongruence between the team-enacted versus individually needed use of agile practices matter for developer wellbeing? Additionally, how does developers' team feedb...
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作者:Nabity-Grover, Teagen; Matthews, Kevin D.; Roth, Philip L.; Kwon, Youngjin; Thatcher, Jason B.
作者单位:Boise State University; University of North Carolina; University of North Carolina Wilmington; Washington State University; University of Colorado System; University of Colorado Boulder; University of Manchester; Alliance Manchester Business School
摘要:People post their views on hot-button issues (such as immigration) on social media platforms. In contrast to traditional environments-in which equivalent disclosures would typically be verbal, face-to-face, unrecorded, ephemeral, and addressed to known audiences-social media platforms allow for written, technology-mediated, recorded, and enduring archives of posts that can be viewed by a vast audience, much of which could be unknown to the poster. The relative permanence of social media disclo...
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作者:Shimao, Hajime; Khern-Am-Nuai, Warut; Kannan, Karthik; Cohen, Maxime C.
作者单位:Pennsylvania Commonwealth System of Higher Education (PCSHE); Pennsylvania State University; McGill University; University of Arizona
摘要:Discrimination in machine learning (ML) has become prominent as ML is increasingly used for decision-making. Although many fair-ML algorithms have been designed to address such discrimination issues, virtually all of them focus on alleviating disparity in the prediction results by imposing additional constraints. Naturally, in response, prediction subjects alter their behaviors. However, the algorithms never consider those behavioral responses. So, even if the disparity in prediction results m...
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作者:Tiwana, Amrit
作者单位:University System of Georgia; University of Georgia
摘要:We recognize information technology (IT) evolution's importance but have barely broached its underlying mechanisms. We return to IT evolution's root metaphor in evolutionary biology to identify two mechanisms: gradual refinement (adaptation) and unforeseen functionality (exaptation). The latter is ubiquitous, yet unrecognized. IT exaptation is novel app functionality emerging from interacting with evolving technological and competitive environments. Adaptation refines, but exaptation metamorph...
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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...