International Journal of Multidisciplinary Research and Growth Evaluation

Standardization of Reporting and Decision Workflows: A Framework for Improving Efficiency, Data Quality, and Management Visibility

Joseph Idanesi Alieme¹, Aumbur Sule², Valentina Ochuko Obukadata³

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Abstract

Organizations routinely treat process management and management reporting as separate concerns, assigning them to different functions, different tooling and different governance cycles. This paper argues that they are two faces of a single problem: making decision-relevant information explicit, consistent and traceable. Managed apart, organizations standardize the process without standardizing the decision inside it, and standardize the report without standardizing the definitions beneath it. The result is a process that is repeatable but whose outcomes are not, and a report that is punctual but whose numbers cannot be reconciled. The paper develops the Reporting and Decision Workflow Standardization (RDWS) framework, which treats decision workflows and reporting workflows as one standardization object organized into four interdependent layers: definition, decision, workflow and visibility. Each layer is specified by its standardization object, its evidencing artefact and its characteristic failure mode. The framework's central claim is a coupling argument: each layer constrains the layers above it, and the decision layer is both the layer most often skipped and the layer whose absence most reliably undermines later specification and automation work. The paper contributes the four-layer framework, a twelve-criterion assessment rubric rated across four levels, a five-level maturity progression, a standardization-degree heuristic, and eight propositions for empirical evaluation. It is a conceptual contribution developed by structured synthesis of published literature and professional practice; it reports no primary data and has not been empirically validated.

Keywords: business process standardizationdecision modellingmanagement reportinginformation qualitybusiness analysismaturity modeldeterminacy

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Licensed under CC BY 4.0.