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139 Results Found

  • Article
  • Open Access
22 Citations
12,083 Views
17 Pages

18 January 2021

To fully take the advantages of ride-sharing ride hailing, such as high loading rate, high operating efficiency, and less traffic resources, and to alleviate the difficulty of getting a taxi in urban hubs, the topic of ride-sharing route optimization...

  • Article
  • Open Access
7 Citations
6,434 Views
24 Pages

Disentangling Determinants of Ride-Hailing Services among Malaysian Drivers

  • Maryum Zaigham,
  • Christie Pei-Yee Chin and
  • Jakaria Dasan

16 December 2022

Ride-hailing has emerged as one of the progressive sharing economy platforms. As a digital platform, both riders and drivers are critical to achieving sustainable ride-hailing transactions. Previous studies have gained little insight into ride-hailin...

  • Article
  • Open Access
9 Citations
2,622 Views
16 Pages

10 May 2024

While numerous studies have explored the correlation between the built environment and ride-hailing demand, few have assessed their nonlinear interplay. Utilizing ride-hailing order data and multi-source built environment data from Nanjing, China, th...

  • Article
  • Open Access
13 Citations
13,758 Views
14 Pages

Measuring Customers’ Satisfaction and Preferences for Ride-Hailing Services in a Developing Country

  • Nazam Ali,
  • Muhammad Ashraf Javid,
  • Tiziana Campisi,
  • Krisada Chaiyasarn and
  • Panumas Saingam

21 November 2022

Ride-hailing services play an important role in developing countries where conventional transport systems are not enough to meet the needs of commuters because of increased populations. This form of transport has gained much popularity in developing...

  • Article
  • Open Access
6 Citations
5,850 Views
24 Pages

The increasing popularity of ride-hailing applications has given rise to a new channel in which ride-hailing platforms are bundled into aggregation platforms to earn additional orders by charging commissions and slotting fees. Such bundled channels,...

  • Article
  • Open Access
5 Citations
2,424 Views
19 Pages

Spatiotemporal Heterogeneous Effects of Built Environment and Taxi Demand on Ride-Hailing Ridership

  • Feiyan Zhao,
  • Jianxiao Ma,
  • Chaoying Yin,
  • Wenyun Tang,
  • Xiaoquan Wang and
  • Jiexiang Yin

22 December 2023

Researchers have applied a series of global models to investigate the link between the built environment and ride-hailing ridership based on ride-hailing data from one specific transportation network company (TNC). However, these research designs ina...

  • Article
  • Open Access
2 Citations
5,253 Views
17 Pages

Investigating the Influential Factors of Ride-Hailing Usage Frequency in the Post-Pandemic Era

  • Mingyang Du,
  • Xuefeng Li,
  • Hui Wang,
  • Jingzong Yang,
  • Dong Liu and
  • Mei-Po Kwan

19 November 2024

The COVID-19 pandemic has had an unprecedented impact on public travel and has significantly altered people’s travel behavior. By comparing the travel behaviors of ride-hailing passengers before and after the pandemic (i.e., the pre-pandemic er...

  • Article
  • Open Access
2,302 Views
21 Pages

23 March 2025

Autonomous ride-hailing services, as an innovative solution in the shared mobility sector, have sparked intense competition with traditional ride-hailing platforms. This study examines a traditional large-scale ride-hailing platform and an autonomous...

  • Article
  • Open Access
8 Citations
9,156 Views
18 Pages

2 September 2022

Well-being enhancement is an essential goal of urban transportation. As an emerging and popular mode of urban transportation, the impact of the ride-hailing service on people’s well-being has not been well examined, especially in developing cou...

  • Article
  • Open Access
13 Citations
3,630 Views
21 Pages

Understanding the spatiotemporal variation of high-efficiency ride-hailing orders (HROs) is helpful for transportation network companies (TNCs) to balance the income of drivers through reasonable order dispatch, and to alleviate the imbalance between...

  • Article
  • Open Access
2 Citations
4,414 Views
18 Pages

18 October 2024

An increase in ride-hailing services in the sharing economy can help to reduce the number of vehicles on the road, which will lead to a decrease in air pollution and noise pollution, an improvement in environmental conditions, a decrease in travel co...

  • Article
  • Open Access
1 Citations
2,481 Views
20 Pages

15 October 2024

Online ride-hailing services have become a vital component of urban transportation worldwide due to their convenience and flexibility. However, the expansion of their user base has dramatically heightened the risks of user privacy information leakage...

  • Article
  • Open Access
3,006 Views
21 Pages

14 February 2025

Multi-sided platforms (MSPs) can enable multiple user groups to create coordinated value. Like all transformative business models, these platforms emerged to resolve platform-related issues. Among the well-known MSPs, this research has focused on the...

  • Article
  • Open Access
11 Citations
4,547 Views
25 Pages

The paradigms of taxis and ride-hailing, the two major players in the personal mobility market, are compared systematically and empirically in a unified spatial–temporal context. Supported by real field data from Xiamen, China, this research proposes...

  • Article
  • Open Access
6 Citations
2,922 Views
19 Pages

7 March 2023

Accurately predicting online ride-hailing demand can help operators allocate vehicle resources on demand, avoid idle time, and improve traffic conditions. However, due to the randomness and complexity of online ride-hailing demand data, which are aff...

  • Article
  • Open Access
21 Citations
6,711 Views
16 Pages

21 September 2022

Recently, the Indonesian government has been increasingly encouraging the population to utilize electric vehicles. In the public transportation sector, including ride-hailing services, the use of electric vehicles, especially motorcycles, is promoted...

  • Article
  • Open Access
1,629 Views
35 Pages

25 April 2025

We build two multiple-stage game-theoretical models to capture how a ride-hailing platform’s ex-ante and ex-post pricing strategies induce show-up drivers’ strategic inter-area relocations. In both models, the platform operates its ride-h...

  • Article
  • Open Access
5 Citations
5,714 Views
16 Pages

Understanding and Predicting Ride-Hailing Fares in Madrid: A Combination of Supervised and Unsupervised Techniques

  • Tulio Silveira-Santos,
  • Anestis Papanikolaou,
  • Thais Rangel and
  • Jose Manuel Vassallo

20 April 2023

App-based ride-hailing mobility services are becoming increasingly popular in cities worldwide. However, key drivers explaining the balance between supply and demand to set final prices remain to a considerable extent unknown. This research intends t...

  • Article
  • Open Access
2,839 Views
19 Pages

The travel behavior of urban residents has gradually changed in response to the widespread adoption of ride-hailing services. This paper explores the travel mode choices made by individuals utilizing multiple forms of ride-hailing services. Eight sce...

  • Article
  • Open Access
768 Views
16 Pages

21 August 2025

Numerous machine learning models are viewed as an important means for evaluating the built environment (BE) features and travel behavior. However, most of them ignore the interaction effects of the BE and geographic locations. To strengthen their spa...

  • Article
  • Open Access
3 Citations
2,009 Views
30 Pages

12 June 2025

Ride-hailing services have reshaped urban commuting patterns, yet the spatiotemporal mechanisms linking built environment features to ride-hailing demand remain underexplored. Existing studies often overlook the joint effects of origin–destinat...

  • Article
  • Open Access
4 Citations
3,150 Views
15 Pages

30 March 2022

In recent years, online ride-hailing has become an indispensable part of residents’ travel mode. Therefore, the prediction of online ride-hailing travel demand has become extremely important. In the era of big data, the application of big data...

  • Article
  • Open Access
10 Citations
3,362 Views
22 Pages

10 March 2023

Understanding the relationship between the built environment and the ride-hailing ridership is crucial to the prediction of the demand for ride-hailing and the formulation of the strategy for upgrading the built environment. However, the existing stu...

  • Article
  • Open Access
6 Citations
3,788 Views
18 Pages

26 August 2022

Uber, Gojek, and Grab are companies providing new massive job opportunities for driver partners. Ride-hailing provides convenient services because passengers can determine the position of the vehicle picking the, up in real time. Ride-hailing also pr...

  • Article
  • Open Access
4 Citations
3,163 Views
17 Pages

29 April 2024

This study introduces an innovative approach to tackle multi-objective linear programming (MOLP) problems amidst uncertainty, employing interval-valued fuzzy numbers. The method is tailored to resolve ride-hailing matching challenges encompassing unc...

  • Article
  • Open Access
10 Citations
7,175 Views
22 Pages

8 October 2022

Online ride-hailing in China brings convenience for the public, but it has caused several problems, such as inadequate supervision, data security risks, and financial risks. This new industry has also disrupted the traditional taxi market. China&rsqu...

  • Article
  • Open Access
11 Citations
4,949 Views
12 Pages

Electrification of transportation network companies (TNCs), such as Uber and Lyft, can produce social and environmental benefits from reduced vehicle emissions and enhanced implementation of renewable electricity as well as private benefits to driver...

  • Article
  • Open Access
1,436 Views
27 Pages

8 November 2025

Robotaxi services represent a major step in the commercialization of autonomous driving, offering efficiency, consistency, and safety benefits. However, despite technological advances, their large-scale adoption is far from guaranteed. Most urban use...

  • Article
  • Open Access
3,970 Views
24 Pages

16 March 2025

The rise of ride-hailing services has brought new riding experiences for passengers and exerted a profound impact on the traditional taxi market. To enhance patrol efficiency, increase revenue, and promote sustainable development in the taxi industry...

  • Article
  • Open Access
3 Citations
2,849 Views
19 Pages

Monitoring the driving styles of ride-hailing drivers is helpful for providing targeted training for drivers and improving the safety of the service. However, previous studies have lacked analyses of the temporal variation as well as spatial variatio...

  • Article
  • Open Access
1 Citations
4,576 Views
18 Pages

29 April 2025

Urban transportation demands are growing rapidly. Concurrently, the sharing economy continues to expand. These dual trends establish ride-hailing dispatch as a critical research focus for building sustainable smart transportation systems. Current rid...

  • Article
  • Open Access
1 Citations
1,747 Views
25 Pages

23 July 2024

The ride-hailing market often experiences significant fluctuations in traffic demand, resulting in supply-demand imbalances. In this regard, the dynamic subsidy strategy is frequently employed by ride-hailing platforms to incentivize drivers to reloc...

  • Article
  • Open Access
2 Citations
2,285 Views
23 Pages

22 July 2024

Ride-hailing services have grown rapidly, presenting challenges such as increased traffic congestion, inefficient driver workload distribution, and environmental concerns like higher fuel consumption and emissions. This study develops a non-linear ri...

  • Article
  • Open Access
1 Citations
2,584 Views
24 Pages

1 September 2025

This study investigates the factors influencing electric ride-hailing vehicle (ERV) adoption and market exit among ride-hailing drivers in underdeveloped cities, aiming to enhance industry operational efficiency and workforce stability. Using survey...

  • Article
  • Open Access
281 Views
14 Pages

The resilience of urban transportation networks refers to the system’s ability to resist, absorb, and recover performance when facing external shocks. Traditional methods have obvious limitations in temporal granularity, data fusion, and predic...

  • Article
  • Open Access
6 Citations
4,023 Views
20 Pages

Ride-hailing, a newly emerging mobility service that is popular worldwide, has become an efficient new mode of transportation. Nonetheless, the use and value of ride-hailing remain unclear for newly developed areas in the suburbs. We crawled through...

  • Article
  • Open Access
5 Citations
2,995 Views
31 Pages

27 May 2024

The rise of ride-hailing services presents innovative solutions for curbing urban carbon emissions, yet poses challenges such as fostering fair competition and integrating with public transit. Analyzing the factors influencing ride-hailing emissions...

  • Article
  • Open Access
1,173 Views
33 Pages

16 June 2025

The rapid expansion of ride-hailing services has profoundly impacted urban mobility and residents’ travel behavior. This study aims to precisely identify and quantify how the built environment and socioeconomic factors influence spatial variati...

  • Article
  • Open Access
1 Citations
690 Views
24 Pages

12 August 2025

As traditional connection studies ignore the unbalanced distribution of connection demand and the variability of connection situations, this results in a poor match between passenger demand and connection mode, increasing passenger travel costs. Comb...

  • Article
  • Open Access
1 Citations
4,906 Views
19 Pages

28 January 2025

Improving the performance of the operations of ride-hailing platforms (RHPs) by adequately considering drivers’ switching behaviors is becoming crucial for their profitability and sustainability. This study explores how to optimize the operatio...

  • Article
  • Open Access
7 Citations
4,178 Views
16 Pages

Analysis of the Impact of Ride-Hailing Services on Motor Vehicles Crashes in Madrid

  • María Flor,
  • Armando Ortuño,
  • Begoña Guirao and
  • Jairo Casares

23 May 2021

In most cities, discretionary passenger transport by car is predominantly supplied by taxi services. These services face competition from new digital platforms (UBER, Cabify, etc.) that connect users with the services offered by authorized drivers wi...

  • Article
  • Open Access
7 Citations
3,011 Views
23 Pages

8 February 2023

The impact of the built environment on the ridership of ride-hailing results depends on the spatial grid scale. The existing research on the demand model of ride-hailing ignores the modifiable areal unit problem (MAUP). Taking Chengdu as an example,...

  • Article
  • Open Access
9 Citations
5,048 Views
16 Pages

Analysis and Forecast of Traffic Flow between Urban Functional Areas Based on Ride-Hailing Trajectories

  • Zhuhua Liao,
  • Haokai Huang,
  • Yijiang Zhao,
  • Yizhi Liu and
  • Guoqiang Zhang

Urban planning and function layout have important implications for the journeys of a large percentage of commuters, which often make up the majority of daily traffic in many cities. Therefore, the analysis and forecast of traffic flow among urban fun...

  • Article
  • Open Access
1 Citations
1,630 Views
26 Pages

8 September 2025

The decarbonization of urban transport is critical for achieving sustainable development goals, and the electrification of ride-hailing services offers one promising pathway. However, the acceptance of electric ride-hailing services (ERHS) in less-de...

  • Article
  • Open Access
2,131 Views
23 Pages

Mathematical Modeling of Ride-Hailing Matching Considering Uncertain User and Driver Preferences: Interval-Valued Fuzzy Approach

  • Sudradjat Supian,
  • Subiyanto Subiyanto,
  • Sisilia Sylviani,
  • Tubagus Robbi Megantara,
  • Abdul Talib Bon and
  • Vasile Preda

23 January 2025

This study introduces a fuzzy interval-valued approach using multi-objective linear programming to optimize passenger–driver matching in ride-hailing systems, addressing uncertainties in waiting times and fare preferences. The model aims to min...

  • Article
  • Open Access
687 Views
19 Pages

10 November 2025

Due to low passenger retention rates, autonomous Ride-hailing Vehicles (ARVs) face a critical bottleneck in commercialization, especially in the Chinese market. Based on 312 survey responses from Wuhan, this study systematically explored the mechanis...

  • Article
  • Open Access
13 Citations
4,702 Views
13 Pages

Factors Influencing Matching of Ride-Hailing Service Using Machine Learning Method

  • Myungsik Do,
  • Wanhee Byun,
  • Doh Kyoum Shin and
  • Hyeryun Jin

12 October 2019

It is common to call a taxi by taxi-apps in Korea and it was believed that an app-taxi service would provide customers with more convenience. However, customers’ requests can often be denied, as taxi drivers can decide whether to take calls fro...

  • Feature Paper
  • Article
  • Open Access
26 Citations
5,157 Views
24 Pages

Modern taxi services are usually classified into two major categories: traditional taxicabs and ride-hailing services. For both services, it is required to design highly efficient recommendation systems to satisfy passengers’ quality of experie...

  • Article
  • Open Access
42 Citations
9,729 Views
19 Pages

17 October 2019

Despite the growing body of research on ride-hailing travel behaviors in Western countries, empirical evidence for changes in travel patterns resulting from the use of app-based services in developing countries remains rare. This study explores facto...

  • Article
  • Open Access
6 Citations
5,246 Views
20 Pages

1 April 2024

This study aims to fill a research gap by focusing on ride-hailing services (RHSs) as first- and last-mile (FLM) modes linking intercity hubs, which have been explored less than metro hubs. Involving 418 RHS users in the Yogyakarta conurbation, Indon...

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