Proposed Heuristic Indices for Twelve Operational and Efficiency Traps: Beyond Management, Book Two, Part One
Organisations adopt procedures, approval structures, performance metrics, imported practices, innovation programmes, agile routines, evaluation systems, flexible-work arrangements, digital monitoring and knowledge-sharing norms for sound reasons. Each can also drift away from the purpose it was designed to serve. The diagnostic problem is to examine that drift through explicit, reproducible calculations without treating any resulting number as evidence of managerial fault, organisational disease or impending failure. This paper presents twelve heuristic indices, one for each chapter of Part One of Book Two of the series Beyond Management: the Organisational Friction Cost Index (OFCI), the Psychological Paralysis Index (PPI), the Structural Paralysis Index (SPI), the Matrix Paralysis Index (MPI), the Value Distortion Index (VDI), the Contextual Tax Index (CTI), the Innovation Value Erosion Exposure Index (IVEI), the Agile Ritual Waste Index (ARWI), the Institutional Collaboration Erosion Index (ICEI), the Operational Entropy Index (OEI), the Digital Surveillance Burden Heuristic (DTEI) and the Organisational Nihilism Collapse Index (ONCI). Each is given an explicit formula, defined variables and scales, a rule for undefined values, a worked numerical example with a sensitivity scenario, and a statement of what it does not establish. The paper also sets out how the indices are read together, a measurement and gaming protocol, and a validation programme. The index names are labels for diagnostic concerns; they do not assert that any mental state or organisational pathology has been measured. No thresholds are proposed and no empirical results are reported. Prepared with the assistance of an AI language model (Claude, developed by Anthropic); the author is solely responsible for the content.
Authors
- MOWAFFAQ ALKAYYALI (ORCID: https://orcid.org/0009-0000-4810-4659)
Publication Details
- Journal
- Zenodo (CERN European Organization for Nuclear Research)
- Published
- 2026-11-09
- DOI
- https://doi.org/10.5281/zenodo.24067317
- Primary Topic
- Leadership and Management in Organizations
- Type
- preprint