Evidence map›Paper›PMID 41634112›Full record

ArticleScientific reports2026

Effects of icon semantic distance and cultural background on visual search efficiency in vehicle control interfaces.

Yunguo Liu, Zizhen Liu, Xuelin Tang, Rang Meng

Abstract read
In one paragraph

Article in Scientific reports, 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
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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

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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

4 authors.

Yunguo LiuSchool of Arts, Chongqing University, No. 55, South University Town Road, Shapingba District, Chongqing, China.
Zizhen LiuSchool of Arts, Chongqing University, No. 55, South University Town Road, Shapingba District, Chongqing, China.
Xuelin TangSchool of Arts, Chongqing University, No. 55, South University Town Road, Shapingba District, Chongqing, China. tangxl@cqu.edu.cn.
Rang MengSchool of Arts, Chongqing University, No. 55, South University Town Road, Shapingba District, Chongqing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

With the increasing complexity of in-vehicle human-machine interfaces (HMIs), the visual search efficiency of functional icons has become crucial for driving operations. Existing research has primarily focused on either physical attributes or cognitive characteristics of icons within single cultural contexts or specific scenarios, leaving the interaction between semantic distance and cultural background insufficiently explored. This study employed a 2 (cultural, Chinese vs. South Asian) × 2 (semantic distance: close vs. remote) mixed factorial design to investigate their effects on visual search efficiency for functional icons in vehicle control interfaces. The results indicated that semantic distance and cultural background each significantly affected distinct efficiency metrics. Specifically, icons with closer semantic distance were associated with better performance in recognition efficiency and faster search times. Cultural background, meanwhile, showed a significant effect on both search efficiency and recognition time. More critically, a significant interaction was observed between semantic distance and cultural background in terms of search time. This research provides empirical support for cross-cultural in-vehicle interface design. It also supplies a set of readily applicable vehicle control interface icon references for Chinese and South Asian automotive brands, and offers a reusable evaluation methodology for global interface design initiatives by Chinese automakers.

Indexed as

Cultural backgroundFunctional iconsSemantic distanceVehicle control interfaceVisual search efficiency

Identifiers

PMID41634112
PMCPMC12920660

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LicenceCC BY-NC-ND
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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.