Evidence map›Paper›PMID 40768147›Full record

ArticleJAMA network open2025

Modeled Carbon Footprint of Change of Sterile Gloves and Instruments for Abdominal Wound Closure.

Virginia Ledda, Adesoji Ademuyiwa, Adewale Adisa, Aneel Bhangu, Dhruv Ghosh, Parvez David Haque, J C Allen Ingabire, Faustin Ntirenganya, Maria Picciochi, Atul Suroy and 3 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. 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

13 authors.

Virginia LeddaNIHR Global Health Research Unit on Global Surgery, University of Birmingham, United Kingdom.
Adesoji AdemuyiwaNigeria Hub, NIHR Global Health Research Unit on Global Surgery, University of Lagos, Lagos, Nigeria.
Adewale AdisaNigeria Hub, NIHR Global Health Research Unit on Global Surgery, University of Lagos, Lagos, Nigeria.
Aneel BhanguNIHR Global Health Research Unit on Global Surgery, University of Birmingham, United Kingdom.
Dhruv GhoshIndia Hub, NIHR Global Health Research Unit on Global Surgery, Christian Medical College and Hospital Ludhiana, Punjab, India.
Parvez David HaqueIndia Hub, NIHR Global Health Research Unit on Global Surgery, Christian Medical College and Hospital Ludhiana, Punjab, India.
J C Allen IngabireRwanda Hub, NIHR Global Health Research Unit on Global Surgery, University of Rwanda, Kigali, Rwanda.
Faustin NtirenganyaRwanda Hub, NIHR Global Health Research Unit on Global Surgery, University of Rwanda, Kigali, Rwanda.
Maria PicciochiNIHR Global Health Research Unit on Global Surgery, University of Birmingham, United Kingdom.
Atul SuroyIndia Hub, NIHR Global Health Research Unit on Global Surgery, Christian Medical College and Hospital Ludhiana, Punjab, India.
Robert LillywhiteSchool of Life Sciences, University of Warwick, United Kingdom.
Dmitri NepogodievNIHR Global Health Research Unit on Global Surgery, University of Birmingham, United Kingdom.
National Institute for Health and Care Research Global Health Research Unit on Global Surgery

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Importance: The Cheetah randomized trial demonstrated that changing sterile gloves and instruments before wound closure reduces surgical site infections (SSI) in abdominal surgery. However, its environmental impact remains unclear. Objectives: To estimate the global carbon footprint associated with changing sterile gloves and instruments before closure abdominal wound. Design, Setting, and Participants: This decision analytic model compared the carbon footprint of a glove and instrument change intervention against a control (no glove and instrument change). Model parameters were sourced from a large cluster randomized trial conducted in 7 low- and middle-income countries (LMICs) between June 2020 and March 2022, as well as data from stakeholder engagement and existing research. Boundaries included the trial intervention and in-hospital resources used to manage SSI. The analysis was stratified by wound contamination status (clean-contaminated, contaminated-dirty) and country-income classification. Main Outcome and Measures: Average per-patient wound-specific carbon footprint, calculated as the sum of the carbon footprint of glove and instrument change and SSI. Sensitivity analyses were based on the lowest and highest possible values for key model parameters: intervention effectiveness, intervention carbon footprint, and SSI carbon footprint. The best-case analysis was based on highest possible intervention effectiveness, lowest possible intervention carbon footprint, highest possible SSI carbon footprint. The worst-case analysis was based on lowest intervention effectiveness, highest intervention carbon footprint, and lowest SSI carbon footprint. Results: In LMICs, the difference in carbon footprints between the intervention and control groups was 10.97 kg CO2 equivalents (kgCO2e) (scenario range, -2.53 to 33.50 kgCO2e) for clean-contaminated and 22.60 kgCO2e (scenario range, -1.62 to 61.17 kgCO2e) for contaminated-dirty surgeries. In high-income countries, differences were 4.14 kgCO2e (scenario range, -3.38 to 17.95 kgCO2e) and 10.48 kgCO2e (scenario range, -3.06 to 37.62 kgCO2e), respectively. Country-level modeling found the intervention to be consistently associated with a lower wound-specific carbon footprint across all countries. Conclusions and Relevance: In this decision analytic model, sterile glove and instrument change before wound closure was associated with a reduced wound-specific carbon footprint across all country income settings. Alongside clinical and economic benefits, this intervention may support more sustainable surgical care; national associations and governments should consider its adoption to improve outcomes for both patients and the planet.

Indexed as

Abdominal Wound Closure TechniquesCarbon FootprintGloves, SurgicalSurgical InstrumentsSurgical Wound InfectionHumans

Identifiers

PMID40768147
PMCPMC12329605

What Socratic 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 Socratic graph.