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Dimitri Graf

Research Assistant & Doctoral Student

Team

© Anne Gärtner

Dimitri Graf
  • Building Q Room 1.032
  • +49 40 42878-4738
  • dimitri.graf@tuhh.de

Biography

My research interests include science of science, computational social science and machine learning.

Research Interests

  • Science of science
  • Social networks
  • Natural language processing
  • Deep learning
  • Computational social science

Appointments & Education

  • PhD in Computational Social Science
    Hamburg University of Technology, Germany
    2016 - current
  • MSc in Industrial Engineering & Management
    Hamburg University of Technology, Germany
    2015
  • BSc in Engineering and Management
    University of Bremen, Germany
    2011

Selected Publications

Contingent Effects of Team Knowledge Diversity on Novelty in Management Research Academy of Management Proceedings 2019(1), 18636 2019 Conference Paper Christoph Ihl, Daniel Graf
Christoph Ihl, Dimitri Graf
Contingent Effects of Team Knowledge Diversity on Novelty in Management Research
Academy of Management Proceedings 2019(1), 18636 (2019)

DOI

Conference Paper

Our understanding of the impact of team diversity on the team’s innovativeness is still limited. There is a lack of research on the contingencies that drive the effectiveness of team heterogeneity and specifically knowledge diversity. We use insights from social networks, knowledge networks, status diversity, and knowledge overlap to explain when teams benefit from knowledge diversity. We conduct our analysis on all ~180.000 publications in the field of management between 2000 and 2015, to explain how teams translate knowledge diversity into novelty. Our results show that high levels of knowledge diversity lead to less novel output. We find that access to structural holes in the social and knowledge network moderates this effect, allowing teams with brokerage positions to compensate for the negative effect of knowledge diversity. However, contrary to our assumptions they do not provide an alternative to teams that lack diversity. Thus, a team cannot source diversity externally. We find that status diversity and knowledge overlap provide teams only with mechanisms to overcome the negative effect of knowledge diversity but do not lead to more novel output.

Knowledge DiversityTeam ResearchNovelty

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TU Hamburg

 

TU Hamburg

TUHH Institute of Entrepreneurship
Prof. Dr. Christoph Ihl
Am Irrgarten 3
21073 Hamburg
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