Opportunities and Challenges for Process Mining in Organizations : Results of a Delphi Study

Titelangaben

Martin, Niels ; Fischer, Dominik Andreas ; Kerpedzhiev, Georgi ; Goel, Kanika ; Leemans, Sander J. J. ; Röglinger, Maximilian ; van der Aalst, Wil ; Dumas, Marlon ; La Rosa, Marcello:
Opportunities and Challenges for Process Mining in Organizations : Results of a Delphi Study.
In: Business & Information Systems Engineering. Bd. 63 (2021) Heft 5 . - S. 511-527.
ISSN 1867-0202
DOI: https://doi.org/10.1007/s12599-021-00720-0

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Abstract

Process Mining is an active research domain and has been applied to understand and improve business processes. While significant research has been conducted on the development and improvement of algorithms, evidence on the application of Process Mining in organisations has been far more limited. In particular, there is limited understanding of the opportunities and challenges of using Process Mining in organisations. Such an understanding has the potential to guide research by highlighting barriers for Process Mining adoption and, thus, can contribute to successful Process Mining initiatives in practice. In this respect, this paper provides a holistic view of opportunities and challenges for Process Mining in organisations identified in a Delphi study with 40 international experts from academia and industry. Besides proposing a set of 30 opportunities and 32 challenges, the paper conveys insights into the comparative relevance of individual items, as well as differences in the perceived relevance between academics and practitioners. Therefore, the study contributes to the future development of Process Mining, both as a research field and regarding its application in organisations.