Use of Robotaxi Services for Sustainable Transportation: Focusing on Their Perceived Benefits and Sacrifices as Well as Consumers’ Technology Readiness

As a part of sustainable transportation, robotaxis have been rapidly developing around the world because of their advantages in energy saving, improving road safety, and enhancing environmental sustainability, thereby providing consumers with sustainable transportation services. In China, as the number of pilot cities increases, more people are using robotaxi services. This study investigates the factors that affect consumer satisfaction and behavioral intentions after using a robotaxi, aiming to provide data to guide market strategy decisions. To do this, the value-based adoption model was extended and modified by including the technology readiness variable to examine satisfaction, intention to reuse, and electronic word-of-mouth (e-WOM) intentions. Using 425 valid responses, structural equation modeling (SEM) and multi-group analysis were carried out with AMOS 26.0. The results indicate that perceived usefulness, enjoyment, optimism, and innovativeness positively influence service satisfaction, whereas perceived risk and discomfort have negative effects. Consumer satisfaction positively affects both intention to reuse and e-WOM intention. Additionally, uncertainty avoidance shows a moderating effect between satisfaction and intention to reuse.

Authors

Institutions

Publication Details

Journal
Sustainability
Published
2025-09-05
DOI
https://doi.org/10.3390/su17178020
Citations
5
Primary Topic
Technology Adoption and User Behaviour
Type
article
Field-Weighted Citation Impact
20.84
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Use of Robotaxi Services for Sustainable Transportation: Focusing on Their Perceived Benefits and Sacrifices as Well as Consumers’ Technology Readiness

Mi Hyun Ryu, Kevin Kai Du
5 citations
Sustainability
Technology Adoption and User Behaviour
20.84
article

Use of Robotaxi Services for Sustainable Transportation: Focusing on Their Perceived Benefits and Sacrifices as Well as Consumers’ Technology Readiness

Mi Hyun Ryu, Kevin Kai Du
article en
5 citations

Abstract

As a part of sustainable transportation, robotaxis have been rapidly developing around the world because of their advantages in energy saving, improving road safety, and enhancing environmental sustainability, thereby providing consumers with sustainable transportation services. In China, as the number of pilot cities increases, more people are using robotaxi services. This study investigates the factors that affect consumer satisfaction and behavioral intentions after using a robotaxi, aiming to provide data to guide market strategy decisions. To do this, the value-based adoption model was extended and modified by including the technology readiness variable to examine satisfaction, intention to reuse, and electronic word-of-mouth (e-WOM) intentions. Using 425 valid responses, structural equation modeling (SEM) and multi-group analysis were carried out with AMOS 26.0. The results indicate that perceived usefulness, enjoyment, optimism, and innovativeness positively influence service satisfaction, whereas perceived risk and discomfort have negative effects. Consumer satisfaction positively affects both intention to reuse and e-WOM intention. Additionally, uncertainty avoidance shows a moderating effect between satisfaction and intention to reuse.

SustainabilityVol. 17(17)
Konkuk University (KR)
Openalex Percentile: Top 1%
Technology Adoption and User Behaviour
20.84
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.

Use of Robotaxi Services for Sustainable Transportation: Focusing on Their Perceived Benefits and Sacrifices as Well as Consumers’ Technology Readiness — Mi Hyun Ryu, Kevin Kai Du · Sustainability (2025) | TGRS Research Map | TGRS