Lara Riefle
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View article: Engaging in Data Ecosystems: Propositions for Design Characteristics to Foster Value Co-Creation
Engaging in Data Ecosystems: Propositions for Design Characteristics to Foster Value Co-Creation Open
Data ecosystems are gaining traction as key constructs for innovation, collaboration, and co-creation of value. Existing research has predominantly focused on the design of data ecosystems (e.g., incentive mechanisms, governance, or busine…
View article: User Engagement and Beyond: A Conceptual Framework for Engagement in Information Systems Research
User Engagement and Beyond: A Conceptual Framework for Engagement in Information Systems Research Open
Humans are considered “engaged” once they invest personal resources such as energy, time, or attention beyond a required level. This engagement state occurs when feeling connected to another actor or an object. In information systems (IS) …
View article: How Does the Authenticity in an Online Review Affect Its Helpfulness? A Decision Tree Induction Theory Development Approach
How Does the Authenticity in an Online Review Affect Its Helpfulness? A Decision Tree Induction Theory Development Approach Open
Drawing on multi-dimensionality of authenticity, this study focuses on the role of two distinct authenticities: nominal and expressive. We propose that the type of authenticity in a review will vary based on the reviews’ lexical density (w…
View article: On the Influence of Cognitive Styles on Users' Understanding of Explanations
On the Influence of Cognitive Styles on Users' Understanding of Explanations Open
Artificial intelligence (AI) is becoming increasingly complex, making it difficult for users to understand how the AI has derived its prediction. Using explainable AI (XAI)-methods, researchers aim to explain AI decisions to users. So far,…
View article: Factors that influence the adoption of human-AI collaboration in clinical decision-making
Factors that influence the adoption of human-AI collaboration in clinical decision-making Open
Recent developments in Artificial Intelligence (AI) have fueled the emergence of human-AI collaboration, a setting where AI is a coequal partner. Especially in clinical decision-making, it has the potential to improve treatment quality by …
View article: Overcoming Innovation Resistance beyond Status Quo Bias - A Decision Support System Approach (Research-in-Progress)
Overcoming Innovation Resistance beyond Status Quo Bias - A Decision Support System Approach (Research-in-Progress) Open
When innovative products and services are launched to the market, many consumers initially resist adopting them, even if the innovation is likely to enhance their life quality. Explanations for this behavior can also be found in specific p…