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#1Christiane Lehrer (CBS: Copenhagen Business School)H-Index: 9
#2U. Yeliz Eseryel (ECU: East Carolina University)H-Index: 8
Last. Reinhard Jung (HSG: University of St. Gallen)H-Index: 14
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Physical inactivity is a global public health problem that poses health risks to individuals and imposes financial burdens on already strained healthcare systems. Wearables that promote regular physical activity and a healthy diet bear great potential to meet these challenges and are increasingly integrated into the healthcare system. However, extant research shows ambivalent results regarding the effectiveness of wearables in improving users’ health behavior. Specifically important is understan...
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#1Martin AdamH-Index: 5
#2Konstantin RoethkeH-Index: 1
Last. Alexander BenlianH-Index: 32
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To augment traditional monetization strategies, digital platform providers increasingly draw on gamblification (i.e., the use of gambling design elements). By means of gambling design elements (e.g., lottery tickets, scratch cards, loot boxes), platform providers do not only entertain users but also incentivize them to purchase digital products. Yet, despite the increasing prevalence of gamblified digital platforms, little is known about how gamblification influences user purchase behaviors. Dra...
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#1Ravi S. SharmaH-Index: 16
Last. Eldon Y. LiH-Index: 26
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#1Benjamin M. Abdel-Karim (Goethe University Frankfurt)H-Index: 2
#2Nicolas Pfeuffer (Goethe University Frankfurt)H-Index: 3
Last. Oliver Hinz (Goethe University Frankfurt)H-Index: 22
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Artificial Intelligence (AI) and Machine Learning (ML) are currently hot topics in industry and business practice, while management-oriented research disciplines seem reluctant to adopt these sophisticated data analytics methods as research instruments. Even the Information Systems (IS) discipline with its close connections to Computer Science seems to be conservative when conducting empirical research endeavors. To assess the magnitude of the problem and to understand its causes, we conducted a...
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#1Alexander Gleiss (University of Potsdam)H-Index: 2
#2Marco Kohlhagen (University of Potsdam)H-Index: 1
Last. Key PousttchiH-Index: 23
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The healthcare industry has been slow to adopt new technologies and practices. However, digital and data-enabled innovations diffuse the market, and the COVID-19 pandemic has recently emphasized the necessity of a fundamental digital transformation. Available research indicates the relevance of digital platforms in this process but has not studied their economic impact to date. In view of this research gap and the social and economic relevance of healthcare, we explore how digital platforms migh...
1 CitationsSource
#1Christian JanieschH-Index: 16
#2Patrick Zschech (FAU: University of Erlangen-Nuremberg)H-Index: 4
Last. Kai Heinrich (Otto-von-Guericke University Magdeburg)H-Index: 1
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Today, intelligent systems that offer artificial intelligence capabilities often rely on machine learning. Machine learning describes the capacity of systems to learn from problem-specific training data to automate the process of analytical model building and solve associated tasks. Deep learning is a machine learning concept based on artificial neural networks. For many applications, deep learning models outperform shallow machine learning models and traditional data analysis approaches. In thi...
7 CitationsSource
#1Dobin Yim (Loyola University Maryland)H-Index: 7
#2Timothy de Waal Malefyt (Fordham University)H-Index: 8
Last. Jiban Khuntia (University of Colorado Denver)H-Index: 9
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Travel photos inform and inspire consumers by conveying a first-hand destination experience. Despite the proliferation of consumer-generated travel photos in online travel review sites, deconstructing the effects of photos on consumer engagement remains a challenge to the tourism industry. We provide a framework to process and interpret various photographic elements on user engagement using deep learning algorithms. We posit that a photo can invoke consumers’ subjective interpretations of photos...
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#1Rainer Alt (Leipzig University)H-Index: 24
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#1Henner GimpelH-Index: 15
Last. Till J. WinklerH-Index: 7
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While mobile health (mHealth) apps play an increasingly important role in digitalized health care, little is known regarding the effects of specific mHealth app features on user satisfaction across different healthcare system contexts. Using personal health record (PHR) apps as an example, this study identifies how potential users in Germany and Denmark evaluate a set of 26 app features, and whether evaluation differences can be explained by the differences in four pertinent user characteristics...
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Massive online open courses (MOOCs) are emerging as a disruptive innovation in the e-learning industry. Despite its rapid growth, MOOCs are challenged on its financial sustainability. In this paper, we focus on freemium, the predominant business model of MOOCs, and observe the emerging practice of nudging the learners toward completion. In the analytical model, the MOOC provider maximizes its profit by setting the price of the verified track and the effect of nudging the learners, and the learne...
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