Search Results - "Antons, David"

The application of text mining methods in innovation research: current state, evolution patterns, and development priorities by Antons, David, Grünwald, Eduard, Cichy, Patrick, Salge, Torsten Oliver

“…Unstructured data in the form of digitized text is rapidly increasing in volume, accessibility, and relevance for research on innovation and beyond. While…”
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Mapping the Topic Landscape of JPIM, 1984-2013: In Search of Hidden Structures and Development Trajectories by Antons, David, Kleer, Robin, Salge, Torsten Oliver

“…During the three decades since its inception in 1984, the JPIM has shaped the evolution of innovation research as a scientific field. It helped create a topic…”
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Disruptive Innovation: Conceptual Foundations, Empirical Evidence, and Research Opportunities in the Digital Age by Hopp, Christian, Antons, David, Kaminski, Jermain, Oliver Salge, Torsten

“…See virtual issue: Disruptive Innovation…”
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Topic modeling revisited:  New evidence on algorithm performance and quality metrics by Rüdiger, Matthias, Antons, David, Joshi, Amol M, Salge, Torsten-Oliver

“…Topic modeling is a popular technique for exploring large document collections. It has proven useful for this task, but its application poses a number of…”
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To stay, remain or leave: how verbal concepts as response options in political referendums such as the Brexit polls might bias voting outcomes by Ströbel, Liane, Koch, Iring, Salge, Torsten-Oliver, Antons, David

“…Abstract Referendums allow people to participate in political decision-making. However, they also come with the challenge of presenting complex issues to the…”
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Wisdom of the crowd and capabilities of a few: internal success factors of crowdsourcing for innovation by Lüttgens, Dirk, Pollok, Patrick, Antons, David, Piller, Frank

“…Crowdsourcing has been demonstrated to be an effective strategy to enhance the efficiency of a firm’s innovation process. In this paper, we focus on…”
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OPENING THE BLACK BOX OF "NOT INVENTED HERE": ATTITUDES, DECISION BIASES, AND BEHAVIORAL CONSEQUENCES by ANTONS, DAVID, PILLER, FRANK T.

“…The not-invented-here syndrome (NIH) describes a negative attitude toward knowledge (ideas, technologies) derived from an external source. Even though it is…”
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Big Data, Big Insights? Advancing Service Innovation and Design With Machine Learning by Antons, David, Breidbach, Christoph F.

“…Service innovation is intertwined with service design, and knowledge from both fields should be integrated to advance theoretical and normative insights…”
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Degrowth vs. Green Growth. A computational review and interdisciplinary research agenda by Polewsky, Max, Hankammer, Stephan, Kleer, Robin, Antons, David

“…The concepts of Green Growth and Degrowth represent two major narratives in the public and academic debate on socio-ecological transformation. Using a…”
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Containing the Not-Invented-Here Syndrome in external knowledge absorption and open innovation: The role of indirect countermeasures by Hannen, Julian, Antons, David, Piller, Frank, Salge, Torsten Oliver, Coltman, Tim, Devinney, Timothy M.

“…•We develop a novel process perspective on NIHS based on the 4i framework of organizational learning.•We present a typology of NIHS countermeasures and explore…”
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Tracing the legitimacy of Artificial Intelligence: A longitudinal analysis of media discourse by Korneeva, Ekaterina, Salge, Torsten Oliver, Teubner, Timm, Antons, David

“…Artificial Intelligence (AI) is one of the most relevant technologies of our time. During the last decade, AI has made major technological breakthroughs most…”
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Computational Literature Reviews: Method, Algorithms, and Roadmap by Antons, David, Breidbach, Christoph F., Joshi, Amol M., Salge, Torsten Oliver

“…The substantial volume, continued growth, and resulting complexity of the scientific literature not only increases the need for systematic, replicable, and…”
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Artificial intelligence in acute care: A systematic review, conceptual synthesis, and research agenda by Meyer, Lea Mareen, Stead, Susan, Salge, Torsten Oliver, Antons, David

“…Artificial intelligence (AI) is emerging as a promising healthcare technology. Especially in critical, data-driven, and complex environments such as acute…”
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Content, Contribution, and Knowledge Consumption: Uncovering Hidden Topic Structure and Rhetorical Signals in Scientific Texts by Antons, David, Joshi, Amol M., Salge, Torsten Oliver

“…Knowledge production and scientific discourse are observable in published scholarly texts. Citations capture knowledge consumption and impact. Drawing from the…”
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Conceptual Contributions in Marketing Scholarship: Patterns, Mechanisms, and Rebalancing Options by Kindermann, Bastian, Wentzel, Daniel, Antons, David, Salge, Torsten-Oliver

“…This article analyzes the nature and temporal change of conceptual contributions in marketing scholarship with two complementary studies. First, based on a…”
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Stage-gate and agile development in the digital age: Promises, perils, and boundary conditions by Paluch, Stefanie, Antons, David, Brettel, Malte, Hopp, Christian, Salge, Torsten-Oliver, Piller, Frank, Wentzel, Daniel

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The Elites‐Mutual‐Attraction Effect: How Relative Reputation Influences Employee Flows between Organizations by Antons, David, Piening, Erk P., Salge, Torsten Oliver

“…In this study, we draw on signalling theory to examine the organization‐level relationship between reputation and employee movement in and out of…”
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Joining Forces or Going It Alone? On the Interplay among External Collaboration Partner Types, Interfirm Governance Modes, and Internal R&D by Gesing, Judith, Antons, David, Piening, Erk P., Rese, Mario, Salge, Torsten Oliver

“…This paper adds to the emerging literature stream advocating a contingency view on open innovation. Drawing on the relational view of the firm, this study…”
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Forecasting the future of smart hospitals: findings from a real-time delphi study by Jovy-Klein, Florian, Stead, Susan, Salge, Torsten Oliver, Sander, Jil, Diehl, Anke, Antons, David

“…Abstract Background In concert with other digital technologies, artificial intelligence (AI) is shaping the vision of smart hospitals. The transformation into…”
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The hydrogen field in 2035: A Delphi study forecasting dominant technology bundles by Leypoldt, Leo, Dienhart, Christina, Caferoglu, Hüseyin, Salge, Torsten-Oliver, Antons, David

“…Hydrogen might play an essential role in mitigating climate change. It can be applied across a set of both easy and hard-to-abate use-cases. But, most…”
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