Evidence map›Paper›PMID 42431868›Full record

ArticleNature communications2026

Energy intensity, offshoring and the illusion of decarbonization.

Claudia Amadei, Cesare Dosi, Francesco Jacopo Pintus

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. 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

3 authors.

Claudia AmadeiDepartment of Economics and Management, University of Padova, Padova, Italy.
Cesare DosiDepartment of Economics and Management, University of Padova, Padova, Italy.
Francesco Jacopo PintusCRIEP (Interuniversity Research Centre on Public Economics), Padova, Italy. francescojacopo.pintus@univr.it.ORCID http://orcid.org/0000-0001-7384-7067

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Declines in the energy intensity of national gross domestic product cannot be simply taken as evidence of a country's contribution to global decarbonization, notably when they come from structural changes that relocate energy-intensive production abroad. Here we analyze the role of offshoring in shaping energy intensity trends in a panel of 15 countries of the Organization for Economic Co-operation and Development between 1970 and 2021. Using both a decomposition analysis and a structural econometric model, we show that shifts in the composition of national output not mirrored by equivalent changes in domestic consumption patterns significantly and persistently reduce national energy intensity. These findings support the need to move beyond production-based climate metrics and to incorporate global supply chains for a more reliable assessment of national decarbonization pathways.

Identifiers

PMID42431868
PMCPMC13483432

What OpenQuestion holds

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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.