Mapping the Research Landscape of Virtual Coaches: What Is to Come?

Individuals increasingly encounter complex challenges in areas such as mental health, physical fitness, education, and professional development, further exacerbated by rising rates of mental illnesses and chronic, lifestyle-related conditions. Coaching plays a pivotal role in fostering positive personal and professional developments, particularly by addressing the unique and complex challenges individuals face. However, access to professional coaching is often limited due to high costs, availability issues, and scalability barriers. Leveraging advancements in artificial intelligence, virtual coaches (VCs) offer tailored, autonomous coaching that addresses staff shortages and overcomes temporal and geographical constraints. However, the interdisciplinary nature of VC research - encompassing computer science, psychology, healthcare, and education - poses challenges in obtaining a comprehensive overview of existing studies. To fill this gap, we conducted a bibliometric analysis of 540 articles on VCs published between 2001 and 2024. Our analysis identifies key topics, prominent authors, leading journals, and influential institutions, providing a comprehensive mapping of the field. Based on these findings, we propose a future research agenda to further advance VC development and implementation. This study not only maps the current state of VC research but also offers valuable insights for scholars and practitioners, serving as a foundational resource for future exploration in this rapidly evolving area.

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Publication Details

Journal
IEEE Access
Published
2025-01-01
DOI
https://doi.org/10.1109/access.2025.3581440
Citations
1
Primary Topic
Motivation and Self-Concept in Sports
Type
article
Field-Weighted Citation Impact
2.44

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article

Mapping the Research Landscape of Virtual Coaches: What Is to Come?

Frederik Ahlemann, Erik Karger, Falco Korn
1 citations
IEEE Access
Motivation and Self-Concept in Sports
2.44
article

Mapping the Research Landscape of Virtual Coaches: What Is to Come?

Frederik Ahlemann, Erik Karger, Falco Korn
article en
1 citations

Abstract

Individuals increasingly encounter complex challenges in areas such as mental health, physical fitness, education, and professional development, further exacerbated by rising rates of mental illnesses and chronic, lifestyle-related conditions. Coaching plays a pivotal role in fostering positive personal and professional developments, particularly by addressing the unique and complex challenges individuals face. However, access to professional coaching is often limited due to high costs, availability issues, and scalability barriers. Leveraging advancements in artificial intelligence, virtual coaches (VCs) offer tailored, autonomous coaching that addresses staff shortages and overcomes temporal and geographical constraints. However, the interdisciplinary nature of VC research - encompassing computer science, psychology, healthcare, and education - poses challenges in obtaining a comprehensive overview of existing studies. To fill this gap, we conducted a bibliometric analysis of 540 articles on VCs published between 2001 and 2024. Our analysis identifies key topics, prominent authors, leading journals, and influential institutions, providing a comprehensive mapping of the field. Based on these findings, we propose a future research agenda to further advance VC development and implementation. This study not only maps the current state of VC research but also offers valuable insights for scholars and practitioners, serving as a foundational resource for future exploration in this rapidly evolving area.

IEEE AccessVol. 13
University of Duisburg-Essen (DE)
Universität Duisburg-Essen
Openalex Percentile: Top 12%
Motivation and Self-Concept in Sports
2.44
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Mapping the Research Landscape of Virtual Coaches: What Is to Come? — Frederik Ahlemann, Erik Karger, et al. · IEEE Access (2025) | TGRS Research Map | TGRS