Evidence map›Paper›PMID 41709915›Full record

ArticleNpj sustainable mobility and transport2026

Rebound effects of power enhancement in internal combustion and electric vehicles.

Kang Huang, Bram van Lith, Ray Galvin, Feixiong Liao, Franco Ruzzenenti

Abstract read
In one paragraph

Article in Npj sustainable mobility and transport, 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

5 authors.

Kang HuangEnergy and Sustainability Research Institute Groningen, Faculty of Science and Engineering, University of Groningen, Groningen, The Netherlands.
Bram van LithEnergy and Sustainability Research Institute Groningen, Faculty of Science and Engineering, University of Groningen, Groningen, The Netherlands.
Ray GalvinCambridge Institute for Sustainability Leadership, University of Cambridge, Cambridge, UK.
Feixiong LiaoUrban Planning and Transportation Group, Eindhoven University of Technology, Eindhoven, The Netherlands.
Franco RuzzenentiEnergy and Sustainability Research Institute Groningen, Faculty of Science and Engineering, University of Groningen, Groningen, The Netherlands.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Regulations and public expectations are compelling the road transport sector to innovate for higher vehicle efficiency. However, a persistent gap remains between official figures and real-world energy performance. This discrepancy is often linked to idealized testing environments and behavioral "rebound effects," where improved efficiency leads to increased travel. This study introduces the "power rebound effect," a new premise where increased horsepower impedes the deployment of efficiency gains. Analyzing a database of 531 car models from 15 years of real-world European testing, our findings reveal a significant power rebound effect in petrol and diesel cars, though not in electric ones. Additionally, rising vehicle weight induces a rebound effect across all vehicle types. This research provides a fuller understanding of the factors shaping passenger car fuel intensity, offering crucial insights for future energy policy.

Indexed as

Energy and societyEnergy science and technologyEnvironmental social sciences

Identifiers

PMID41709915
PMCPMC12909115

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.