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作者：Fuegener, Andreas; Grahl, Jorn; Gupta, Alok; Ketter, Wolfgang
作者单位：University of Cologne; University of Minnesota System; University of Minnesota Twin Cities; Erasmus University Rotterdam - Excl Erasmus MC; Erasmus University Rotterdam
摘要：We study how humans make decisions when they collaborate with an artificial intelligence (AI) in a setting where humans and the AI perform classification tasks. Our experimental results suggest that humans and AI who work together can outperform the AI that outperforms humans when it works on its own. However, the combined performance improves only when the AI delegates work to humans but not when humans delegate work to the AI. The AI's delegation performance improved even when it delegated t...
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作者：Bao, Chenzhang; Bardhan, Indranil R.
作者单位：Oklahoma State University System; Oklahoma State University - Tulsa; University of Texas System; University of Texas Austin
摘要：Accountable care organizations (ACOs) were established under the Affordable Care Act to address systemic problems afflicting the U.S. healthcare system related to high costs and poor quality issues. ACOs represent groups of healthcare providers that are responsible for coordinating patient care with the goal of improving health outcomes for their patient population. To develop a better understanding of the role of health information technology (IT) in a value-based care environment, we study (...
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作者：Sambhara, Chaitanya; Rai, Arun; Xu, Sean Xin
作者单位：University of Texas System; University of Texas Arlington; University System of Georgia; Georgia State University; Tsinghua University
摘要：We investigate how public firms configure their enterprise systems (ES) portfolio when faced with information risk, which refers to the likelihood that corporate financial information is of poor quality. We focus on firms' configuration of their ES portfolio by introducing a novel construct: ES portfolio balance, or the relative proportion of two categories of ES modules, operational and functional. We draw on the theory of information processing to hypothesize the impact of information risk o...
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作者：Liang, Huigang; Xue, Yajiong
作者单位：University of Memphis; University of North Carolina; East Carolina University
摘要：Clinical decision support systems (CDSS) provide advice to physicians that could save patients' lives, but they could also make physicians feel losing face. Considering the pivotal role of face in social interactions in China, this research attempts to understand Chinese physicians' dilemma of choosing between saving face or saving patients and how this dilemma makes them reluctant to follow CDSS recommendations. Drawing from the dual process theory, we postulate that physicians' resistance to...
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作者：Hwang, Elina H.; Guo, Xitong; Tan, Yong; Dang, Yuanyuan
作者单位：University of Washington; University of Washington Seattle; Harbin Institute of Technology; South China University of Technology
摘要：Teleconsultations allow patients to search for, receive, and pay for medical consultations virtually. With remote diagnosis and treatment capability, teleconsultations have been proposed as a potential solution to the long-standing social problem of geographic disparity in healthcare. Although this sounds promising, unforeseen frictions could suppress the virtual flow of healthcare. It is unclear, then, whether teleconsultations actually mobilize healthcare to underserved regions. To advance o...
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作者：Wang, Yun; Currim, Faiz; Ram, Sudha
作者单位：University of Arizona; Microsoft; University of Arizona
摘要：Timely and accurate prediction of human movement in urban areas offers instructive insights into transportation management, public safety, and location-based services, to name a few. Yet, modeling urban mobility is challenging and complex because of the spatiotemporal dynamics of movement behavior and the influence of exogenous factors such as weather, holidays, and local events. In this paper, we use bus transportation as a proxy to mine spatiotemporal travel patterns. We propose a deep-learn...
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作者：Sun, Chenshuo; Adamopoulos, Panagiotis; Ghose, Anindya; Luo, Xueming
作者单位：New York University; Emory University; Pennsylvania Commonwealth System of Higher Education (PCSHE); Temple University
摘要：The proliferation of omnichannel practices and emerging technologies opens up new opportunities for companies to collect voluminous data across multiple channels. This study examines whether leveraging omnichannel data can lead to, statistically and economically, significantly better predictions on consumers' online path-to-purchase journeys, given the intrinsic fluidity in and heterogeneity brought forth by the digital transformation of traditional marketing. Using an omnichannel data set tha...
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作者：Maier, Christian; Laumer, Sven; Thatcher, Jason Bennett; Wirth, Jakob; Weitzel, Tim
作者单位：Otto Friedrich University Bamberg; University of Erlangen Nuremberg; Pennsylvania Commonwealth System of Higher Education (PCSHE); Temple University
摘要：This study employs a mixed-methods approach to examine how trial use of an IT can induce stress that leads individuals to reject the IT. In our qualitative study (Study 1), we identify eight technostress creators encountered during trial use of a specific IT. Then, in our quantitative study (Study 2), we show that these trial-period technostress creators reduce user satisfaction and increase intention to reject. Also, we demonstrate that motivation to learn and personal innovativeness in IT, t...
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作者：Shangguan, Wuyue (Phoebe); Leung, Alvin Chung Man; Agarwal, Ashish; Konana, Prabhudev; Chen, Xi
作者单位：Xiamen University; City University of Hong Kong; University of Texas System; University of Texas Austin; University System of Maryland; University of Maryland College Park; Zhejiang University
摘要：There is increasing interest in information systems research to model information flows from different sources (e.g., social media, news) associated with a network of assets (e.g., stocks, products) and to study the economic impact of such information flows. This paper employs a design science approach and proposes a new compositemetric, eigen attention centrality (EAC), as a proxy for information flows associated with a node that considers both attention to a node and coattention with other n...
