Evidence map›Paper›PMID 42177244›Full record

ArticleScientific reports2026

Augmented reality adoption and the digital transformation of eco-smart tourism ventures: exploring the mediating role of tourist engagement.

Muhammad Farhan Jalil, Azlan Ali, Wang Meiping

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
–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.

Muhammad Farhan JalilFaculty of Economics and Business, Universiti Malaysia Sarawak, Jalan Dato Mohd Musa, 94300, Kota Samarahan, Malaysia. jmfarhan@unimas.my.ORCID https://orcid.org/0000-0002-0875-5649
Azlan AliCity University, No. 8, Jalan 51A/223, Selangor Darul Ehsan, 46100, Petaling Jaya, Malaysia.
Wang MeipingGuangdong University of Petrochemical Technology, No. 139, The Second Road Guandu, Maoming, Guangdong, China. 2269983611@qq.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The rapid growth of digital technologies has reshaped the tourism industry, with augmented reality (AR) emerging as a powerful tool for enhancing tourist experiences and driving business innovation. This study examines the role of AR adoption in fostering the digital transformation of eco-smart tourism ventures, with a particular focus on the mediating role of tourist engagement. Guided by the Stimulus-Organism-Response (S-O-R) theory, the research explores how AR adoption stimulates immersive experience, environmental awareness support, cultural enrichment, trust, perceived sustainability value, and innovation orientation, ultimately influencing tourist engagement and digital transformation. The study employed a quantitative research design, collecting data through structured questionnaires distributed to small and medium eco-smart tourism ventures across Malaysia. A total of 367 valid responses were analysed using AMOS - Structural Equation Modelling (AMOS-SEM) to test hypothesized relationships and mediation effects. The findings reveal that AR adoption significantly enhances immersive experience, environmental awareness, cultural enrichment, perceived sustainability value, and innovation orientation, while trust was found to be insignificant. AR adoption positively influences both tourist engagement and digital transformation, with tourist engagement serving as a complementary mediator between AR adoption and digital transformation. These results highlight the strategic role of AR not only as an immersive tool but also as a catalyst for sustainable digital transformation in tourism. The study contributes theoretically by extending the S-O-R framework into AR adoption research and practically by offering insights for tourism entrepreneurs and policymakers to leverage AR for innovation, sustainability, and competitiveness.

Indexed as

Augmented RealityDigital TechnologyTourismHumansMalaysiaSurveys and QuestionnairesAugmented realityDigital transformationEco-Smart tourismSmall and medium enterprisesTourist engagement

Identifiers

PMID42177244
PMCPMC13421460

What OpenQuestion holds

Textmetadata
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.