Optimizing waiting experience: how passenger progress information and entertainment fillers jointly influence online ride-hailing drivers’ time perception and emotion

This study looked at how entertainment fillers and interface information display strategies affected drivers' emotional experience and perceptions of time while waiting for passengers on online ride-hailing services. Three independent variables were used to complete the between-subjects experimental design: a countdown indicator (with or without), animated icons (pointer icon / humanoid icon) for passenger location, and entertainment fillers (with or without). The simulation experiment, which involved recruiting 50 skilled online ride-hailing drivers, assessed online ride-hailing drivers' emotional experience and perceptions of time in great detail. The three-dimensional emotion model of pleasure-arousal-dominance and the theory of time perception were used to design the experiment. The results show that the countdown indicator and entertainment fillers significantly impact online ride-hailing drivers' emotional experience and perceptions of time. According to the interaction impact between the countdown and the passenger animation symbols, the "humanoid icon" in the "with countdown" scenario results in a faster perception speed, but the "no countdown" situation has the reverse effect. The study's results provide empirical evidence to enhance the waiting interface design for online ride-hailing rentals, especially when balancing functional indicators with cognitive loads.

Authors

Institutions

Publication Details

Journal
Scientific Reports
Published
2026-01-08
DOI
https://doi.org/10.1038/s41598-025-34811-9
Primary Topic
Human-Automation Interaction and Safety
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Optimizing waiting experience: how passenger progress information and entertainment fillers jointly influence online ride-hailing drivers’ time perception and emotion

Xuelin Tang, Yunguo Liu, Rang Meng, Zizhen Liu
Scientific Reports
Human-Automation Interaction and Safety
article

Optimizing waiting experience: how passenger progress information and entertainment fillers jointly influence online ride-hailing drivers’ time perception and emotion

Xuelin Tang, Yunguo Liu, Rang Meng, Zizhen Liu
article en

Abstract

This study looked at how entertainment fillers and interface information display strategies affected drivers' emotional experience and perceptions of time while waiting for passengers on online ride-hailing services. Three independent variables were used to complete the between-subjects experimental design: a countdown indicator (with or without), animated icons (pointer icon / humanoid icon) for passenger location, and entertainment fillers (with or without). The simulation experiment, which involved recruiting 50 skilled online ride-hailing drivers, assessed online ride-hailing drivers' emotional experience and perceptions of time in great detail. The three-dimensional emotion model of pleasure-arousal-dominance and the theory of time perception were used to design the experiment. The results show that the countdown indicator and entertainment fillers significantly impact online ride-hailing drivers' emotional experience and perceptions of time. According to the interaction impact between the countdown and the passenger animation symbols, the "humanoid icon" in the "with countdown" scenario results in a faster perception speed, but the "no countdown" situation has the reverse effect. The study's results provide empirical evidence to enhance the waiting interface design for online ride-hailing rentals, especially when balancing functional indicators with cognitive loads.

Scientific ReportsVol. 16(1)
Chongqing University (CN), Chongqing University of Arts and Sciences (CN)
Openalex Percentile: Top 95%
Human-Automation Interaction and Safety
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.