Evidence map›Paper›PMID 41851910›Full record

ArticleJournal of anesthesia, analgesia and critical care2026

Behavioral nudges and targeted education as sustainability strategies to reduce hazardous waste generation in intensive care and perioperative settings: a prospective interventional study.

Giulia Roveri, Martina Vacondio, Ruth Martintoni, Kai Riemer, Matthias Bock, Simon Rauch

Abstract read
In one paragraph

Article in Journal of anesthesia, analgesia and critical care, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Giulia RoveriDepartment of Anesthesia and Intensive Care Medicine, Hospital of Merano, Merano, Italy.
Martina VacondioDepartment of Psychology and Cognitive Science, University of Trento, Rovereto, TN, Italy.
Ruth MartintoniDepartment of Anesthesia and Intensive Care Medicine, Hospital of Merano, Merano, Italy.
Kai RiemerInstitute of Mountain Emergency Medicine, Eurac Research, Bolzano, Italy.
Matthias BockDepartment of Anesthesia and Intensive Care Medicine, Hospital of Merano, Merano, Italy.
Simon RauchDepartment of Anesthesia and Intensive Care Medicine, Hospital of Merano, Merano, Italy. simon.rauch@sabes.it.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundIntensive care units (ICUs) and operating rooms (ORs) are resource-intensive hospital areas and major contributors to healthcare waste. Proper segregation of hazardous and residual waste reduces carbon-intensive disposal and supports sustainability, yet practices depend heavily on staff behavior and knowledge.

methodsWe conducted a prospective three-phase interventional study in the ICU and ORs of Merano Hospital, Italy (September 2023-May 2025). Baseline hazardous waste generation and staff knowledge/barriers were assessed (phase 1). Subsequently, low-cost behavioral nudges (enhanced bin visibility, labeling, placement-phase 2) and targeted online education on waste segregation (phase 3) were introduced in sequence. The primary outcome was the reduction in hazardous waste, normalized to ICU patient-days and surgical procedures; secondary outcomes included changes in perceived barriers and knowledge.

resultsHazardous waste generation declined across all phases in both ICUs and ORs. In the ICU, waste decreased from 3.31 (± 1.07) to 2.97 (± 1.40) kg/patient-day after behavioral nudges (- 10.3%, p = 0.31) and further to 1.97 (± 1.33) after education, representing a 40.6% reduction versus baseline (p < 0.001). In ORs, waste fell from 5.84 (± 1.40) to 4.38 (± 2.58) kg/procedure post-nudges (- 25.0%, p = 0.027) and to 3.84 (± 1.46) post-education, corresponding to a 34.4% reduction (p < 0.001). Structured questionnaires identified limited bin availability and unclear sorting rules as key barriers; behavioral nudges addressed structural obstacles, while education improved knowledge and confidence.

conclusionsIntegrating low-cost behavioral nudges with targeted education effectively reduces hazardous waste in ICU and perioperative settings. Environmental changes improve waste practices, while education enhances staff knowledge, awareness, and confidence, emphasizing that infrastructure alone is insufficient without supportive training.

Indexed as

Behavioral nudgesEducationHazardous wasteHealthcare waste managementSustainabilityWaste segregation

Identifiers

PMID41851910
PMCPMC13011537

What OpenQuestion holds

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LicenceCC BY
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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.