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作者:Malgonde, Onkar; Zhang, He; Padmanabhan, Balaji; Limayem, Moez
作者单位:Northern Illinois University; State University System of Florida; University of South Florida
摘要:We study digital multisided platforms as complex adaptive business systems (CABS) where multiple sides have different and evolving objectives, preferences, and constraints. CABS are characterized by irreducible uncertainty, which cannot be reduced by the traditional approaches of collecting and processing data. Irreducible uncertainty in the system gives rise to a complex search matching problem between agents and value enhancing transactions. This paper presents a recommender systems-based ap...
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作者:Son, Junbo; Brennan, Patricia Flatley; Zhou, Shiyu
作者单位:University of Delaware; National Institutes of Health (NIH) - USA; NIH National Library of Medicine (NLM); University of Wisconsin System; University of Wisconsin Madison
摘要:Asthma is a prevalent respiratory chronic disease affecting a large portion of the global population. Patients diagnosed with asthma may experience significantly reduced quality of life if their asthma is not properly controlled. To facilitate better asthma self-management, asthma specialists and engineers have developed the smart asthma management system (SAM). This new health information system provides Bluetooth-enabled inhalers and collects time stamps of every rescue inhaler use. Such det...
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作者:Thompson, Steve; Whitaker, Jonathan; Kohli, Rajiv; Jones, Craig
作者单位:University of Richmond
摘要:The treatment of chronic diseases consumes 86% of U.S. healthcare costs. While healthcare organizations have traditionally focused on treating the complications of chronic diseases, advances in information technology (IT) and analytics can help clinicians and patients manage and slow the progression of chronic diseases to result in higher quality of life for patients and lower healthcare costs. We build on prior research to introduce the notion of temporal displacement of care (TDC), in which ...
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作者:Li, Jingjing; Larsen, Kai; Abbasi, Ahmed
作者单位:University of Virginia; University of Colorado System; University of Colorado Boulder; University of Notre Dame
摘要:The scholarly information-seeking process for behavioral research consists of three phases: searching, accessing, and processing of past research. Existing IT artifacts, such as Google Scholar, have in part addressed the searching and accessing phases, but fall short of facilitating the processing phase, creating a knowledge inaccessibility problem. We propose a behavioral ontology learning from text (BOLT) design framework that presents concrete prescriptions for developing systems capable of...
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作者:Setia, Pankaj; Bayus, Barry L.; Rajagopalan, Balaji
作者单位:Indian Institute of Management (IIM System); Indian Institute of Management Ahmedabad; University of Arkansas System; University of Arkansas Fayetteville; University of North Carolina; University of North Carolina Chapel Hill; Northern Illinois University
摘要:A few open source software (OSS) products exhibit an abrupt and significant increase in downloads. However, the majority of OSS products fail to gain much interest. Identifying early success is important for catalyzing growth in OSS markets. However, previous OSS research has not examined early product success dynamics and assumes adoption to be a continuous process. We propose OSS takeoff in adoptions as a measure of eventual product success. Takeoff is a nonlinear inflection point separating...
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作者:Danaher, Brett; Hersh, Jonathan; Smith, Michael D.; Telang, Rahul
作者单位:Chapman University System; Chapman University; Carnegie Mellon University
摘要:In this study, we ask what drives the success or failure of various supply-side anti-piracy enforcement actions such as piracy website blocking. We do this in the context of three court-ordered events affecting consumers in the United Kingdom: We first study Internet Service Providers' blocking of 53 video piracy sites in 2014 and of 19 piracy sites in 2013, and we then study the blocking of a single dominant site, The Pirate Bay, in 2012. We show that blocking 53 sites in 2014 caused treated ...
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作者:Brohman, Kathryn; Addas, Shamel; Dixon, Jeff; Pinsonneault, Alain
作者单位:Queens University - Canada; McGill University
摘要:While telemonitoring technology is widely used in treatment of patients with chronic diseases, our understanding of how it influences patient-related outcomes is limited. Drawing upon feedback intervention theory, the paper develops a model that examines how a telemonitoring feedback ecosystem (patient, telemonitoring technology, care provider) is related to patient behavioral outcomes. More precisely, we study the cascading effects of two types of technology feedback (medical and compliance a...
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作者:Wang, Shuting (Ada); Greenwood, Brad N.; Pavlou, Paul A.
作者单位:City University of New York (CUNY) System; Baruch College (CUNY); George Mason University; University of Houston System; University of Houston
摘要:In this study, we examine how a firm's decision to post on social media affects the propensity of its followers to (1) purchase its products and (2) unfollow the firm. Using a unique dataset from a large fashion retailer which frequently sends mass non-customized information-only posts on social media (i.e., non-coupons), findings indicate that such posts increase short-term purchases by 6%. However, these posts also increase followers ' propensity to unfollow the firm by 280%, significantly r...
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作者:Park, YoungKi; Mithas, Sunil
作者单位:George Washington University; State University System of Florida; University of South Florida
摘要:How should firms configure organizational capabilities to achieve competitive advantage in complex digital environments? To answer this question, we investigate parsimonious configurations for high firm performance in digital environments characterized by organized complexity. We adopt a configurational perspective accompanied by a fuzzy-set qualitative comparative analysis (fsQCA) to explicate complex nonlinear relationships among key digital and non-digital capabilities in the form of conjun...
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作者:Kitchens, Brent; Johnson, Steven L.; Gray, Peter
作者单位:University of Virginia
摘要:Echo chambers and filter bubbles are potent metaphors that encapsulate widespread public fear that the use of social media may limit the information that users encounter or consume online. Specifically, the concern is that social media algorithms combined with tendencies to interact with like-minded others both limits users' exposure to diverse viewpoints and encourages the adoption of more extreme ideological positions. Yet empirical evidence about how social media shapes information consumpt...