Developing and evaluating HP3M: the holistic process mining maturity model

Astria Hijriani

doi:10.1080/17517575.2025.2567696

Developing and evaluating HP3M: the holistic process mining maturity model

2025-10-30

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AI

DOI：10.1080/17517575.2025.2567696

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Process Mining (PM) technology enables organisations to visualise and analyse their business processes. While most research focuses on technical advancements of PM functionality, there is a need for research to focus on how to implement and monitor PM initiatives effectively. This paper introduces the Holistic PM Maturity Model (HP3M), designed to assess and improve PM adoption. Developed using the Design Science Research paradigm through literature review, expert interviews, and multi-method evaluation. HP3M evolved from an initial α-version to an enhanced β-version validated via expert panels and an industrial case study. Unlike previous models, HP3M offers a general framework that redefines PM’s technology dimensions in line with emerging AI-infused approaches.

Keyword:

maturity model

process mining

PM

industrial case study

maturity level

Developing and evaluating HP3M: the holistic process mining maturity model

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