Evaluating the effect of best practices for business process redesign: An evidence-based approach based on process mining techniques
作者:
Highlights:
• This paper presents a methodology to assess the effects accrued by BPR initiatives.
• The methodology provides evaluation measures to identify implementation and assess improvements.
• The methodology defines how evaluation measures are calculated using process mining.
• A couple of case studies demonstrates the applicability of the proposed methodology.
摘要
The management of business processes in modern times is rapidly shifting towards being evidence-based. Business process evaluation indicators tend to focus on process performance only, neglecting the definition of indicators to evaluate other concerns of interest in different phases of the business process lifecycle. Moreover, they usually do not discuss specifically which data must be collected to calculate indicators and whether collecting these data is feasible or not. This paper proposes a business process assessment framework focused on the process redesign lifecycle phase and tightly coupled with process mining as an operational framework to calculate indicators. The framework includes process performance indicators and indicators to assess whether process redesign best practices have been applied and to what extent. Both sets of indicators can be calculated using standard process mining functionality. This, implicitly, also defines what data must be collected during process execution to enable their calculation. The framework is evaluated through case studies and a thorough comparison against other approaches in the literature.
论文关键词:Process redesign,Best practice,Process performance indicator,Process mining,Case study,Business process management
论文评审过程:Received 17 January 2017, Revised 12 October 2017, Accepted 12 October 2017, Available online 18 October 2017, Version of Record 14 November 2017.
论文官网地址:https://doi.org/10.1016/j.dss.2017.10.004