Definition drift research infographic showing how a familiar hotel KPI label can lose comparability when its underlying construction changes, with the Content, Continuity, Movement and Decision check card.

eHMS Hospitality Finance & Management Practice Papers · Working Paper 001

Definition Drift in Hotel Performance Measurement: A Practitioner Framework for KPI Comparability and Decision Safety

A conceptual practitioner working paper on separating operating movement from reporting-basis movement before management action.

Manish Gupta, CA·ORCID 0009-0001-7560-2095

Abstract

Hotel performance management depends heavily on ratios, departmental statements, benchmarks, and comparative commentary. Yet a mathematically correct KPI can support an unsafe management conclusion when the underlying definition, classification, allocation, mapping, timing, or denominator has changed. This paper proposes the practitioner concept of definition drift: a loss of comparability created when a reported measure retains a familiar label while its underlying construction changes. The paper develops a four-part Definition Check Card—Content, Continuity, Movement, and Decision—to help hotel managers separate genuine operating movement from reporting-basis movement before assigning causes or actions. The framework is illustrated using hotel-specific examples involving average daily rate (ADR), restaurant average check, labor visibility, and food-and-beverage cost mapping. A synthetic ADR example demonstrates that reported ADR can rise from $150 to $180 with no change in room price, rooms sold, or guest cash when a $30 destination-style fee is moved into the Rooms Revenue numerator. The paper argues that common reporting frameworks such as USALI materially improve comparability, but do not eliminate local policy, system mapping, operating-model, and denominator differences. The practical implication is a disciplined review sequence: open the number, compare the basis, separate operating from definition movement, normalize or caveat the comparison, and only then act. The framework is intended as a decision-safety control for hotel finance teams, general managers, department heads, analysts, owners, and asset managers, and as a basis for future empirical testing of comparability failures in hotel performance measurement.

Published
19 August 2026
Paper ID
eHMS-HFMP-2026-001
Version
1.0
Status
Not peer reviewed

Publication details

Paper type
Working paper
Publisher
eHMS Press
Institution
eHotel Management School
Series
eHMS Hospitality Finance & Management Practice Papers
DOI
10.5281/zenodo.22017945
Language
English
Peer review
Not peer reviewed

How to cite this paper

Gupta, M. (2026). Definition drift in hotel performance measurement: A practitioner framework for KPI comparability and decision safety. eHMS Hospitality Finance & Management Practice Papers, Working Paper No. 001. eHMS Press. https://doi.org/10.5281/zenodo.22017945

Source basis

Expanded from approved book material. This paper develops material from Hotel Financial Reporting in Practice, Chapter 1 — Same Hotel, Different Numbers. The working paper expands the book concept into a formal practitioner framework and research proposition.

Keywords

  • Definition drift
  • Hotel performance measurement
  • KPI comparability
  • USALI
  • Hotel finance
  • Hospitality finance
  • Hotel benchmarking
  • Management accounting
  • ADR
  • Hospitality management

Publication integrity

This record is a practitioner working paper published by eHMS Press. It is not presented as peer reviewed. The DOI resolves to the preserved Zenodo record, while this page provides the public abstract, bibliographic metadata, citation information, and a stable discovery route for search and scholarly indexing.