Evidence map›Paper›PMID 42479704›Full record

ArticlePloS one2026

Do China's low-carbon technology products and environmental goods trade mitigate energy-related carbon emissions in Africa?

Dinkneh Gebre Borojo, Jiang Yushi

Abstract read
In one paragraph

Article in PloS one, 2026. 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

2 authors.

Dinkneh Gebre BorojoSchool of Modern Business, Yiyang Vocational and Technical College, Yiyang, China.ORCID https://orcid.org/0000-0002-4905-1832
Jiang YushiSchool of Economics and Management, Southwest Jiaotong University, Chengdu, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Motivated by the rise in green trade between China and Africa and the growing environmental pressures associated with energy-related emissions in Africa, this study examines the impacts of low-carbon technology (LT) products and environmental goods (EGs) imported from China on the energy-related carbon emissions intensity (CEI) of 42 African countries for the period 2003-2023. To account for endogeneity issues and distributional differences, the study employs instrumental variables and panel quantile techniques. The findings reveal several important points. First, LT products and EGs imported from China significantly reduce the energy-related CEI of African countries. Second, the influence of imports of LT products and EGs on energy-related CEI varies by income level: they increase energy-related CEI in low-income African economies but decrease it in middle-income African nations. Third, the import of LT products and EGs has a stronger energy-related CEI-reducing effect in African countries with better institutional frameworks. These findings contribute to the current literature by offering a detailed and nuanced understanding of how trade in LT products and EGs can help reduce energy-related carbon emissions. Policy recommendations are presented based on these findings.

Indexed as

CarbonCommerceAfricaCarbon DioxideChinaCarbonCarbon Dioxide

Identifiers

PMID42479704
PMCPMC13387553

What OpenQuestion holds

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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.