Evidence map›Paper›PMID 41312236›Full record

ArticleFrontiers in public health2025

Quantifying resilience potentials in construction: pilot evaluation of the resilience assessment grid.

José Marcelo Tierra-Arévalo, María Carmen Pardo-Ferreira, Pedro M Arezes, Juan Carlos Rubio-Romero

Abstract readValidation Study
In one paragraph

Article in Frontiers in public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

José Marcelo Tierra-ArévaloEscuela de Ingenierías Industriales, Universidad de Málaga, Málaga, Spain.
María Carmen Pardo-FerreiraEscuela de Ingenierías Industriales, Universidad de Málaga, Málaga, Spain.
Pedro M ArezesEscuela de Ingenieria, University of Minho, Guimarães, Portugal.
Juan Carlos Rubio-RomeroEscuela de Ingenierías Industriales, Universidad de Málaga, Málaga, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: The construction sector's entrenched hazards and enduring accident statistics necessitate a paradigm realignment - from rigid, checklist-driven Safety-I models toward a dynamic, resilience-centered Occupational Health and Safety Management (OHSM) ethos. This study endeavored to architect a 36-item questionnaire - rooted in Resilience Assessment Grid (RAG) and integrated within the Occupational Health and Safety Plan (OHSP) - to interrogate and quantify the sector's resilience capabilities. Methods: Adopting a five-phase development trajectory, commenced with an RAG-aligned draft, secured content validity via the Individual Aggregate Method, iteratively refined items, achieved expert consensus through a multi-round Delphi panel and conducted a pilot implementation on an active construction site. Reliability metrics (Cronbach's Results: The instrument exhibited robust psychometric properties and operational viability. Empirical findings revealed a provisional "sometimes" alignment with resilient performance across the four RAG pillars - Respond, Monitor, Learn and Anticipate. Spider-diagram visualizations translated complex data into intuitive insights, pinpointing focal areas for resilience enhancement. Conclusion: By transcending conventional audit paradigms, this RAG-based questionnaire delivers a rigorous, actionable blueprint for embedding adaptive capacities within the OHSP. It empowers industry stakeholders and regulators to transition from reactive safety conventions to a proactive, foresight-driven Safety-II framework, fundamentally advancing OHSM in construction.

Indexed as

Construction IndustryOccupational HealthResilience, PsychologicalSafety ManagementSurveys and QuestionnairesDelphi TechniqueHumansPilot ProjectsPsychometricsReproducibility of ResultsSpainWorkplaceconstructionpotentialsresilience assessment gridsafety IItool

Identifiers

PMID41312236
PMCPMC12651450

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.