Evidence map›Paper›PMID 41406139›Full record

ArticleGenetics2026

Students as carbon accountants: calculating carbon costs of a PhD in neuroscience.

William V Smith, Aimee Bebbington, Ranjini Sircar, Malte C Gather, Stefan R Pulver

Abstract read
In one paragraph

Article in Genetics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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.

William V SmithSchool of Psychology and Neuroscience, University of St Andrews, St Mary's Quad, South Street, St Andrews KY16 9JP, United Kingdom.ORCID 0009-0006-6621-2032
Aimee BebbingtonSchool of Mathematics and Statistics, University of St Andrews, St Andrews KY16 9SS, United Kingdom.
Ranjini SircarSchool of Psychology and Neuroscience, University of St Andrews, St Mary's Quad, South Street, St Andrews KY16 9JP, United Kingdom.
Malte C GatherCentre of Biophotonics, University of St Andrews, St Andrews KY16 9SS, United Kingdom.
Stefan R PulverSchool of Psychology and Neuroscience, University of St Andrews, St Mary's Quad, South Street, St Andrews KY16 9JP, United Kingdom.ORCID 0000-0001-5170-7522

Funding

Collaborative Research GrantsEmory UniversityGlobal PhD studentshipIndustrial CASE PhD studentshipRS Macdonald FoundationScotland's Future Series (University of St Andrews)the Global Office of the University of St Andrews and the Halle Institute for Global Researchthe Global Office of the University of St Andrews and the University of BonnUKRI Biotechnology and Biological Sciences Research Council BB/T00875X/1University of St AndrewsUniversity of St Andrews and University of CologneWorld Leading PhD studentship
6 · The paper itself

Abstract

Research is an energy- and resource-demanding activity. However, despite emerging sustainability initiatives, a paucity of data and uptake of green initiatives continue to hamper effective and accountable emissions mitigation. Worldwide, >250,000 doctoral students graduate annually across all academic disciplines. Empowering students to engage in carbon accounting can raise awareness of sustainability in research and provide a substantial and robust resource of carbon data alongside a powerful community-driven impetus for decarbonization. Here, we demonstrate how students and other researchers can consistently measure the carbon footprint of their work, using 1 PhD student's research in a Drosophila neuroscience lab as our case study. We present a life cycle assessment of the equivalent carbon dioxide emissions generated by the student's research activities. Moreover, we explain how students can create a "carbon appendix' to their research, as a common framework for disseminating carbon data and revealed strategies for improving research sustainability. We argue that the process of creating a carbon appendix can empower researchers to scrutinize sustainability practices, empower them to implement effective green initiatives, and identify data-driven solutions to meet and exceed funders' sustainability targets.

Indexed as

CarbonCarbon FootprintEducation, GraduateNeurosciencesStudentsAnimalsCarbon DioxideHumansCarbonCarbon Dioxidecarbon footprintfliesinsectsneurogeneticssustainability

Identifiers

PMID41406139
PMCPMC13181407

What OpenQuestion holds

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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.