Evidence map›Paper›PMID 41647366›Full record

ArticleThe journal of climate change and health

The interplay of factors influencing the carbon footprint of hospital care-A causal mapping analysis of scientific reports.

L H J A Kouwenberg, D S Kringos, W J K Hehenkamp, E S Cohen, N H Sperna Weiland

Abstract read
In one paragraph

Article in The journal of climate change and health. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed, 1 pooled it
–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 synthesis or guideline pooled it.

  1. Pooled it
  2. 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

5 authors.

L H J A KouwenbergAmsterdam UMC Location University of Amsterdam, Public and Occupational Health, Meibergdreef 9, Amsterdam, the Netherlands.
D S KringosAmsterdam UMC Location University of Amsterdam, Public and Occupational Health, Meibergdreef 9, Amsterdam, the Netherlands.
W J K HehenkampCentre for Sustainable Healthcare, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands.
E S CohenAmsterdam UMC Location University of Amsterdam, Public and Occupational Health, Meibergdreef 9, Amsterdam, the Netherlands.
N H Sperna WeilandCentre for Sustainable Healthcare, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Climate change threatens human well-being and planetary health, necessitating sector-wide transitions. Recent research has highlighted the carbon footprint of hospital care by identifying hotspots and mitigation areas, but key factors influencing these outcomes remain underexplored. Methods: This study used causal mapping of textual data to systematically evaluate scientific reports on the carbon footprint of hospital services and care pathways. The sample was drawn from a State-of-the-science literature review, focusing on quantitative reports on hospital services' carbon footprint. Text fragments discussing factors influencing the carbon footprint were recorded, and variables and relationships were identified and visually mapped through iterative open, axial, and selective coding. Results: Twelve main factors influence four major domains of the carbon footprint of hospital services and care pathways. These factors are related to the volume of travel, facilities and equipment, consumables, waste disposal, and pharmaceuticals, and their carbon intensity. Over eighty subfactors were identified, including ten cross-cutting factors that affect multiple domains of the hospital care footprint. Conclusions: The carbon footprint of hospital care is a multifaceted and complex issue driven by multiple factors. Insight into these factors can inform targeted actions to reduce emissions. This study also improves the understanding of the causes of variability in carbon footprint outcomes of hospital care, which is important for the interpretation and transferability of results and conclusions in this rapidly growing field of research.

Indexed as

Carbon footprintCausal mappingClimate changeDeterminantsHealthcareHospital

Identifiers

PMID41647366
PMCPMC12851210

What OpenQuestion holds

Textmetadata
LicenceCC BY
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Registered trials

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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.