Quotation Budner, Pascal, Wurm, Bastian. 2021. Design Requirements for a Design Science Artifact to Study Organizational Routines with Process Mining. In PACIS 2021, Hrsg. n.a, 1-8. Dubai, United Arab Emirates: AIS Association for Information Systems.


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Abstract

Digital artifacts increasingly support actors in carrying out organizational routines. These artifacts leave digital trace data, that is time-stamped information about what actions actors perform. While extant research on routines largely builds on qualitative methods, the prevalence of trace data opens up novel methodological opportunities. However, several challenges currently hinder the adoption of trace data in empirical routine dynamics research. Promising approaches, such as process mining, are per-se neither designed for nor sensitive to the concept of organizational routines. In this paper, we follow a design science research approach to propose design requirements for a design science artifact, which we coin Routines Miner. This artifact is based on process mining algorithms and aims to overcome current challenges. This will enable scholars to capture reality in flight by analyzing routine dynamics as they unfold using a computational, mixed methods research approach.

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Publication's profile

Status of publication Published
Affiliation WU
Type of publication Contribution to conference proceedings
Language English
Title Design Requirements for a Design Science Artifact to Study Organizational Routines with Process Mining
Title of whole publication PACIS 2021
Editor n.a
Page from 1
Page to 8
Location Dubai, United Arab Emirates
Publisher AIS Association for Information Systems
Year 2021
URL https://aisel.aisnet.org/pacis2021/12/
Open Access N

Associations

People
Wurm, Bastian (Details)
External
Budner, Pascal (University of Cologne, Germany)
Organization
Institute for Data, Process and Knowledge Management (AE Mendling) (Details)
Research areas (Ă–STAT Classification 'Statistik Austria')
1138 Information systems (Details)
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