Evidence map›Paper›PMID 40232716›Full record

ArticleJAMA network open2025

Plastic Waste and COVID-19 Incidence Among Hospital Staff After Deescalation in PPE Use.

Stephanie Sutjipto, Aung Hein Aung, Margaret M L Soon, Chen Jing, Brenda S P Ang, Sapna P Sadarangani, Kai Wei Chong, Oon Tek Ng, Kalisvar Marimuthu, Wei Yen Lim and 2 more

Abstract read
In one paragraph

Article in JAMA network open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Observational
  2. Discontinuing contact precautions for COVID-19: the science says its time.Infection control and hospital epidemiology · 2026
    Article
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

12 authors.

Stephanie SutjiptoDepartment of Infectious Diseases, The National Centre for Infectious Diseases, Singapore.
Aung Hein AungDepartment of Prevention and Population Medicine, Office of Clinical Epidemiology, Analytics, and Knowledge, Tan Tock Seng Hospital, Singapore.
Margaret M L SoonDepartment of Infectious Diseases, The National Centre for Infectious Diseases, Singapore.
Chen JingDepartment of Infectious Diseases, The National Centre for Infectious Diseases, Singapore.
Brenda S P AngDepartment of Infectious Diseases, The National Centre for Infectious Diseases, Singapore.
Sapna P SadaranganiDepartment of Infectious Diseases, The National Centre for Infectious Diseases, Singapore.
Kai Wei ChongDepartment of Infectious Diseases, The National Centre for Infectious Diseases, Singapore.
Oon Tek NgDepartment of Infectious Diseases, The National Centre for Infectious Diseases, Singapore.
Kalisvar MarimuthuDepartment of Infectious Diseases, The National Centre for Infectious Diseases, Singapore.
Wei Yen LimDepartment of Prevention and Population Medicine, Office of Clinical Epidemiology, Analytics, and Knowledge, Tan Tock Seng Hospital, Singapore.
Angela ChowDepartment of Prevention and Population Medicine, Office of Clinical Epidemiology, Analytics, and Knowledge, Tan Tock Seng Hospital, Singapore.
Shawn VasooDepartment of Infectious Diseases, The National Centre for Infectious Diseases, Singapore.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Importance: In September 2023, the Singapore Ministry of Health revised the national personal protective equipment (PPE) guideline for health care personnel (HCP) attending to suspected or confirmed patients with COVID-19, recommending the use of N95 respirators alone. However, data on the associations between PPE deescalation, staff COVID-19 incidence, and sustainability outcomes are limited. Objective: To evaluate the associations between PPE deescalation guidelines on staff COVID-19 incidence and the environmental sustainability outcomes of the measure. Design, Setting, and Participants: This was a retrospective quality improvement study of hospital PPE usage using data from Tan Tock Seng Hospital and the National Centre for Infectious Diseases (NCID), analyzing monthly COVID-19 incidence rates among HCP (all medical staff, allied health care workers, ancillary staff, and administrative staff from the hospital campus) and in the community over 12 months before and after PPE deescalation measures (October 2021 to September 2022 and October 2022 to September 2023). Main Outcomes and Measures: COVID-19 incidence rates among HCP and in the community; economic and environmental outcomes of removing single-use gowns from routine COVID-19 care, including reductions in carbon footprint, plastic waste generation, and cost savings. Results: The mean (SD) monthly number of HCP was 10 774 (79) (range, 10 636-10 891) preimplementation and 11 099 (200) (range, 10 864-11 449) postimplementation. Our analysis revealed PPE deescalation was not associated with an increase in monthly COVID-19 infections among hospital staff, with the trends aligning with population infection rates. The median (IQR) staff COVID-19 infection rate relative to the community COVID-19 infection rate was 2.6 (1.9-3.6) preimplementation compared with 1.5 (0.9-3.1) postimplementation. An estimated 4 gowns per patient-day were saved, totaling 440 532 gowns over 12 months. This equated to an estimated reduction in health care costs by SGD 453 748 (approximately USD 333 970) and reductions of 398 681.46 kg carbon dioxide equivalent in carbon emissions and 66 080 kg of plastic waste. Conclusions and Relevance: This quality improvement study of hospital PPE usage observed that the national PPE deescalation guidelines corresponded with the reductions in protective gown use, associated costs, carbon footprint, and plastic waste generation with no apparent compromise to staff safety and health.

Indexed as

COVID-19Personal Protective EquipmentPersonnel, HospitalPlasticsHealth PersonnelHumansIncidenceQuality ImprovementRetrospective StudiesSARS-CoV-2SingaporePlastics

Identifiers

PMID40232716
PMCPMC12000988

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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.