Indicator of responsible consumption in hospitality companies: proposal of theoretical bases
Bibliographic record
Abstract
ABSTRACT Studies indicate that there is demand for services performed responsibly. This study aims to present theoretical bases for the proposal of an indicator of responsible consumption for hospitality companies. It is the outcome of desk and documentary research on scientific bases for corporate social responsibility and sustainability indicators for hospitality companies. This research identifies the urgent need to review the way that corporate social responsibility actions are handled in this sector. It also identifies a need for change in the way that the social relationship with the client stakeholder is conceived from its inception. The research also confirms the importance of discovering different ways to act effectively towards sustainability. This study presents a theoretical proposal as a basis for Indicators of Responsible Consumption in Hospitality Companies (IRCHC). The specific goals of this research include: to present a theoretical proposal of IRCHC that adds value to CSs; to make sustainable the lifecycle of responsible service; to respect all sustainability dimensions; to have strategic applicability for HCs; and to be easily understood by involved parties. RESUMEN Los estudios indican que existe una demanda de servicios realizados de forma responsable. Este estudio tiene como objetivo presentar las bases teóricas para la propuesta de un indicador de consumo responsable para las empresas de hostelería. Es el resultado de una investigación documental y de gabinete sobre las bases científicas de los indicadores de responsabilidad social corporativa y de sostenibilidad para las empresas de hostelería. Esta investigación identifica la necesidad urgente de revisar la forma en que se gestionan las acciones de responsabilidad social corporativa en este sector. También identifica la necesidad de cambiar la forma en que se concibe la relación social con el cliente desde su inicio. La investigación también confirma la importancia de descubrir diferentes formas de actuar eficazmente hacia la sostenibilidad. Este estudio presenta una propuesta teórica como base para los Indicadores de Consumo Responsable en Empresas de Hostelería (IRCHC). Los objetivos específicos de esta investigación son: presentar una propuesta teórica de IRCHC que añada valor a las EF; hacer sostenible el ciclo de vida del servicio responsable; respetar todas las dimensiones de la sostenibilidad; tener aplicabilidad estratégica para las EF; y ser fácilmente comprensible para las partes implicadas.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.007 | 0.013 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.010 | 0.006 |
| Science and technology studies | 0.001 | 0.009 |
| Scholarly communication | 0.007 | 0.005 |
| Open science | 0.002 | 0.004 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.007 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".