Evidence map›Paper›PMID 41634031›Full record

ArticleNature communications2026

Maximising environmental savings from silicon photovoltaics manufacturing to 2035.

Bethany L Willis, Oliver M Rigby, Sophie L Pain, Nicholas E Grant, John D Murphy, Ruy S Bonilla, Neil S Beattie

Abstract read
In one paragraph

Article in Nature communications, 2026. 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. Article
  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

7 authors.

Bethany L WillisSchool of Engineering, Physics and Mathematics, Northumbria University, Newcastle upon Tyne, UK.ORCID http://orcid.org/0009-0001-8248-4541
Oliver M RigbySchool of Engineering, Physics and Mathematics, Northumbria University, Newcastle upon Tyne, UK.ORCID http://orcid.org/0000-0003-3559-2125
Sophie L PainSchool of Engineering, University of Warwick, Coventry, UK.ORCID http://orcid.org/0000-0003-1333-2023
Nicholas E GrantSchool of Engineering, University of Warwick, Coventry, UK.
John D MurphySchool of Engineering, University of Warwick, Coventry, UK.ORCID http://orcid.org/0000-0003-0993-5972
Ruy S BonillaDepartment of Materials, University of Oxford, Oxford, UK.ORCID http://orcid.org/0000-0002-5395-5850
Neil S BeattieSchool of Engineering, Physics and Mathematics, Northumbria University, Newcastle upon Tyne, UK. neil.beattie@northumbria.ac.uk.ORCID http://orcid.org/0000-0002-0098-4420

Funding

RCUK | Engineering and Physical Sciences Research Council (EPSRC) EP/S023836/1RCUK | Engineering and Physical Sciences Research Council (EPSRC) EP/V037749/1RCUK | Engineering and Physical Sciences Research Council (EPSRC) EP/V0377491/1RCUK | Engineering and Physical Sciences Research Council (EPSRC) EP/V038605/1RCUK | Engineering and Physical Sciences Research Council (EPSRC) EP/W010062/1Royal Academy of Engineering RF-2324-123-197
6 · The paper itself

Abstract

The silicon photovoltaics market is transitioning from the incumbent passivated emitter rear cell to the higher efficiency tunnel oxide passivated contact technology and it is crucial to understand the environmental impact of this change. Here, we conduct life cycle assessment to compare both technologies quantitatively and identify environmental savings in 15 of 16 environmental impact categories for tunnel oxide passivated contact. This includes a 6.5% reduction in carbon dioxide equivalent emissions, per watt peak at the expense of 15.2% increase in metal resource use, for photovoltaic modules manufactured in China and transported to central Europe. A critical factor in photovoltaics manufacturing is the carbon intensity of the electricity mix. We model the impact of photovoltaics production across different global regions, incorporating future electricity mix scenarios and a projection for photovoltaics deployment. Our model provides a forecast of the environmental impact of global photovoltaics manufacturing and identifies a potential reduction of 8.2 gigatonnes of carbon dioxide equivalent emissions by 2035, depending on manufacturing location.

Identifiers

PMID41634031
PMCPMC12976067

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.