The impact of perceived risk of AI-enabled vehicles on consumer purchase intention: The mediating role of trust mechanism

This research study has been conducted to explore the direct impacts of perceived risk on buying intentions for AI-enabled vehicles, with strategic attention given to the mediating effect of trust. This research uses a rigorously designed online survey of 587 respondents to find the relationship between main variables using structural equation modeling. The results are that the perceived risk significantly negatively influences purchase intention both directly, with a β of -0.342 and p < 0.001, and indirectly via trust at 39.4% of the whole effect. While perceived risk had a strong negative effect, trust had a strong positive effect on purchase intention, β = 0.487, p < 0.001, thus moderating the relationship between perceived risk and purchase intention. It will help extend the theoretical understanding of consumer behavior in AI-enabled markets and also provide practical implications for the manufacturer and marketer of an autonomous vehicle. Results suggest that, along with the strategy of decreasing risks, an organization must engage in the initiatives of building up trust for improving consumer acceptance of the technology.

Authors

Institutions

Publication Details

Journal
Environment and Social Psychology
Published
2025-03-28
DOI
https://doi.org/10.59429/esp.v10i3.3311
Citations
1
Primary Topic
Impact of AI and Big Data on Business and Society
Type
article
Field-Weighted Citation Impact
2.11
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The impact of perceived risk of AI-enabled vehicles on consumer purchase intention: The mediating role of trust mechanism

Yanan Dang, Siegfried M. Erorita
1 citations
Environment and Social Psychology
Impact of AI and Big Data on Business and Society
2.11
article

The impact of perceived risk of AI-enabled vehicles on consumer purchase intention: The mediating role of trust mechanism

Yanan Dang, Siegfried M. Erorita
article en
1 citations

Abstract

This research study has been conducted to explore the direct impacts of perceived risk on buying intentions for AI-enabled vehicles, with strategic attention given to the mediating effect of trust. This research uses a rigorously designed online survey of 587 respondents to find the relationship between main variables using structural equation modeling. The results are that the perceived risk significantly negatively influences purchase intention both directly, with a β of -0.342 and p < 0.001, and indirectly via trust at 39.4% of the whole effect. While perceived risk had a strong negative effect, trust had a strong positive effect on purchase intention, β = 0.487, p < 0.001, thus moderating the relationship between perceived risk and purchase intention. It will help extend the theoretical understanding of consumer behavior in AI-enabled markets and also provide practical implications for the manufacturer and marketer of an autonomous vehicle. Results suggest that, along with the strategy of decreasing risks, an organization must engage in the initiatives of building up trust for improving consumer acceptance of the technology.

Environment and Social PsychologyVol. 10(3)
University of the Cordilleras (PH)
Openalex Percentile: Top 15%
Impact of AI and Big Data on Business and Society
2.11
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.