Travel Behaviour and Society

Article	Citations
Prediction and behavioral analysis of travel mode choice: A comparison of machine learning and logit models	187
Dockless E-scooter usage patterns and urban built Environments: A comparison study of Austin, TX, and Minneapolis, MN	158
COVID-19, activity and mobility patterns in Bogotá. Are we ready for a ‘15-minute city’?	89
Commute satisfaction, neighborhood satisfaction, and housing satisfaction as predictors of subjective well-being and indicators of urban livability	88
Ready for Mobility as a Service? Insights from stakeholders and end-users	74
Future implementation of mobility as a service (MaaS): Results of an international Delphi study	66
Why travelers trust and accept self-driving cars: An empirical study	60
Who are the potential users of shared e-scooters? An examination of socio-demographic, attitudinal and environmental factors	54
The role of habit and the built environment in the willingness to commute by bicycle	53
A big data approach to understanding pedestrian route choice preferences: Evidence from San Francisco	53
Spatial accessibility assessment of COVID-19 patients to healthcare facilities: A case study of Florida	52
Relationships of the multi-scale built environment with active commuting, body mass index, and life satisfaction in China: A GSEM-based analysis	51
Creation of mobility packages based on the MaaS concept	49
Modelling work- and non-work-based trip patterns during transition to lockdown period of COVID-19 pandemic in India	48
Who is interested in a crowdsourced last mile? A segmentation of attitudinal profiles	47
Long commutes and transport inequity in China’s growing megacity: New evidence from Beijing using mobile phone data	43
Investigating heterogeneity in preferences for Mobility-as-a-Service plans through a latent class choice model	42
Predicting the travel mode choice with interpretable machine learning techniques: A comparative study	41
Young people's perceived service quality and environmental performance of hybrid electric bus service	40
Perception of the built environment and walking in pericentral neighbourhoods in Santiago, Chile	40
Understanding electric bike riders’ intention to violate traffic rules and accident proneness in China	40
Factors influencing consumer acceptance of vehicle-to-grid by electric vehicle drivers in the Netherlands	39
A comparative analysis of the users of private cars and public transportation for intermodal options under Mobility-as-a-Service in Seoul	38
Public transit travel choice in the post COVID-19 pandemic era: An application of the extended Theory of Planned behavior	38
Understanding user practices in mobility service systems: Results from studying large scale corporate MaaS in practice	38

Examining public acceptance of autonomous mobility	36
Public transport users versus private vehicle users: Differences about quality of service, satisfaction and attitudes toward public transport in Madrid (Spain)	34
Determinants of children’s active travel to school: A case study in Hong Kong	33
Urban greenery, active school transport, and body weight among Hong Kong children	32
Understanding the determinants of young commuters’ metro-bikeshare usage frequency using big data	32
How the built environment promotes public transportation in Wuhan: A multiscale geographically weighted regression analysis	32
A framework with efficient extraction and analysis of Twitter data for evaluating public opinions on transportation services	32
Factors influencing user behaviour in micromobility sharing systems: A systematic literature review and research directions	32
Travel behaviour changes under Work-from-home (WFH) arrangements during COVID-19	32
Modeling of machine learning with SHAP approach for electric vehicle charging station choice behavior prediction	31
A Revealed Preference Methodology to Evaluate Regret Minimization with Challenging Choice Sets: A Wildfire Evacuation Case Study	31
Trends in air travel inequality in the UK: From the few to the many?	30
Aged mobility in the era of transportation disruption: Will autonomous vehicles address impediments to the mobility of ageing populations?	30
Are travellers willing to adopt MaaS? Exploring attitudinal and personality factors in the case of Madrid, Spain	30
The influence of travel attitudes on perceived walking accessibility and walking behaviour	30
Keeping kids safe for active travel to school: A mixed method examination of school policies and practices and children’s school travel behaviour	30
What drives the utility of shared transport services for urban travellers? A stated preference survey in German cities	28
Travellers’ willingness to share rides in autonomous mobility on demand systems depending on travel distance and detour	27
Online grocery shopping for the elderly in Quebec, Canada: The role of mobility impediments and past online shopping experience	27
The formation of passenger loyalty: Differences between ride-hailing and traditional taxi services	27
Is high-speed rail socially exclusive? An evidence-based worldwide analysis	26
A text mining approach to elicit public perception of bike-sharing systems	26
Identifying latent shared mobility preference segments in low-income communities: Ride-hailing, fixed-route bus, and mobility-on-demand transit	26
Red light running behavior of bicyclists in urban area: Effects of bicycle type and bicycle group size	25
Time use and spatial influence on transport-related social exclusion, and mental and social health	25
Why individuals choose dockless bike sharing services?	23
Does real-time and perceived environmental exposure to air pollution and noise affect travel satisfaction? evidence from Beijing, China	23
Investigating the motivation for pedestrians’ risky crossing behaviour at urban mid-block road sections	22
Does flying less harm academic work? Arguments and assumptions about reducing air travel in academia	22
User interest in on-demand, shared, and driverless mobility: Evidence from stated preference choice experiments in Southern Ontario	22
Climate change concern and the desire to travel: How do I justify my flights?	21
What role does free-floating car sharing play for changes in car ownership? Evidence from longitudinal survey data and population segments in Copenhagen	21
How much dissatisfaction is too much for transit? Linking transit user satisfaction and loyalty using panel data	21
Towards an electric scooter level of service: A review and framework	21
Hybrid methodology for improving response rates and data quality in mobility surveys	21
Use of app-based ridehailing services and conventional taxicabs by adults with disabilities	21
Systematic review of the association between commuting, subjective wellbeing and mental health	20
Electric bike navigation behaviour in pedestrian crowds	20
Accessibility to opportunities based on public transport gps-monitored data: The case of Santiago, Chile	20
Taking the bus? Barriers and facilitators for adolescent use of public buses to school	20
Hierarchical process of travel mode imputation from GPS data in a motorcycle-dependent area	20
China’s millennial car travelers’ mode shift responses under congestion pricing and reward policies: A case study in Beijing	20
Research on parking app choice behavior based on MNL	20
Understanding acceptance of shared autonomous vehicles among people with different mobility and communication needs	20
Ride-hailing, a new mode to commute? Evidence from Tehran, Iran	20
Development of socially sustainable transport research: A bibliometric and visualization analysis	20
Does heavy ICT usage contribute to the adoption of ride-hailing app?	20
Eliciting preferences of TNC users and drivers: Evidence from the United States	19
An analysis of tripadvisor reviews of 127 urban rail transit networks worldwide	19
Who will want to use shared autonomous vehicle service and how much? A consumer experiment in South Korea	19

Does commute duration attenuate the effect of travel mode choice on commute satisfaction?	19
Influence of actual and perceived risks in selecting crossing facilities by pedestrians	19
Exploring year-to-year changes in station-based bike sharing commuter behaviors with smart card data	19
Integrating plug-in electric vehicles (PEVs) into household fleets- factors influencing miles traveled by PEV owners in California	18
Who you are determines how you travel: Clustering human activity patterns with a Markov-chain-based mixture model	18
Measuring the perceived need for motorcycle-based ride-hailing services on trip characteristics among university students in Yogyakarta, Indonesia	18
Impacts of telecommuting on time use and travel: A case study of a neighborhood telecommuting center in Stockholm	18
Travel time and bounded rationality in travellers’ route choice behaviour: A computer route choice experiment	18
Associations among perceived built environment, attitudes, walking behavior, and physical and mental state of college students during COVID-19	17
Agent-based simulation of hindering effect of small group behavior on elevated interval evacuation time along urban rail transit	17
Spatial behavior of cancer care utilization in distance decay in the Northeast region of the U.S.	17
In-store or online grocery shopping before and during the COVID-19 pandemic	17
Traffic signal optimisation in disrupted networks, to improve resilience and sustainability	17
Investigation of factors and their dynamic effects on intercity travel modes competition	17
Persuasion profiles to promote pedestrianism: Effective targeting of active travel messages	17
Modeling drivers’ scrambling behavior in China: An application of theory of planned behavior	17
Exploring the factors influencing the use of public transport by commuters living in networks of small cities and towns	17
Impact of road features on shared e-scooter trip volume: A study based on multiple membership multilevel model	16
Identifying the factors influencing the choice of different ride-hailing services in Shenzhen, China	16
Quantifying the impact of weather on ride-hailing ridership: Evidence from Haikou, China	16
Explaining the spread of online taxi services in Semarang, Bogor and Bandung, Indonesia; a discrete choice analysis	16
Measuring the dynamic evolution of road network vulnerability to floods: A case study of Wuhan, China	16
Not my usual trip: Ride-hailing characterization in Mexico City	16
“Desperately Need a Car”: Analyzing crowdfunding campaigns for car purchases and repairs on Gofundme.com	16
How do the characteristics of bike lanes influence safety perception and the intention to use cycling as a feeder mode to BRT?	16
Long-term impacts of COVID-19 pandemic on travel behaviour	16
Crowd characterization for crowd management using social media data in city events	16
Towards a mobility transition? Understanding the environmental impact of Millennials and Baby Boomers in Europe	15
Understanding the potential of MaaS – An European survey on attitudes	15
What makes consumers reuse ride-hailing services? An investigation of Egyptian consumers’ attitudes towards ride-hailing apps	15
A systematic literature review of Mobility as a Service: Examining the socio-technical factors in MaaS adoption and bundling packages	15
Effect of London cycle hire scheme on bicycle safety	14
What prompts tourists to become public transportation users at their destination? The case of a Mediterranean city	14
Getting in the path of the robot: Pedestrians acceptance of crossing roads near fully automated vehicles	14
The job of public transport, ride-hailing and delivery drivers: Conditions during the COVID-19 pandemic and implications for a post-pandemic future	14
Using big data for last mile performance evaluation: An accessibility-based approach	14
Using ‘Big Data’ to understand the impacts of Uber on taxis in New York City	14
Car driving, air travel or more sustainable transport? Socio-psychological factors in everyday mobility and long-distance leisure travel	14
Gender difference in commuting travel: A comparative study of suburban residents in Beijing and Shanghai	14
The decision to start commuting by bicycle in Bogotá, Colombia: Motivations and influences	14
Predictors of public transport use among university students during the winter: A MIMIC modelling approach	14
Association between built environment characteristics and metro usage at station level with a big data approach	14
Traditional taxis vs automated taxis – Does the driver matter for Millennials?	14
Impacts of the walking environment on mode and departure time shifts in response to travel time change: Case study in the multi-layered Hong Kong metropolis	13
Exploring the spatially heterogeneous effect of the built environment on ride-hailing travel demand: A geographically weighted quantile regression model	13
Free-floating carsharing users’ willingness-to-pay/accept for logistics management mechanisms	13
Gender differences in the user satisfaction and service quality improvement priority of public transit bus system in Porto Alegre and Fortaleza, Brazil	13
The role of numeracy and financial literacy skills in the relationship between information and communication technology use and travel behaviour	13
Surveying and analysing mode and route choices in Switzerland 2010–2015	13
Income and commute satisfaction: On the mediating roles of transport poverty and health conditions	12
Impacts of the COVID-19 pandemic on the profile and preferences of urban mobility in Brazil: Challenges and opportunities	12
Adopting Mobility-as-a-Service: An empirical analysis of end-users’ experiences	12
Exploring the relationship between life events, mode preferences and mode use of young adults: A 3-year cross-lagged panel analysis in the Netherlands	12
How do perceptions of safety and car ownership importance affect autonomous vehicle adoption?	12
Longitudinal interactions between experienced users’ service valuations and willingness-to-use a first-/last-mile automated bus service	12
The role of travel-related reasons for location choice in residential self-selection	12
Ground access behaviour of air-rail passengers: A case study of Dalian ARIS	12
Cross-city patient mobility and healthcare equity and efficiency: Evidence from Hefei, China	12
Do psycho-attitudinal factors vary with individuals’ cycling frequency? A hybrid ordered modeling approach	12
Why do people walk? role of the built environment and state of development of a social model of walkability	12
The impact of migration background, ethnicity and social network dispersion on air and car travel in the UK	12
The modifiable areal unit problem in the relationship between jobs–housing balance and commuting distance through big and traditional data	12
Assessing the role of shared mobility services in reducing travel-related greenhouse gases (GHGs) emissions: Focusing on America’s young adults	12
Time, space, money, and social interaction: Using machine learning to classify people’s mobility strategies through four key dimensions	11
Constructing women's immobility: Fear of violence and Women’s constricted nocturnal travel behaviour	11
When do households make vehicle transactions? What type of vehicle households choose after transaction events?	11
Chinese passengers’ security perceptions of ride-hailing services: An integrated approach combining general and situational perspectives	11
Analyzing income-based inequality in transit nodal accessibility	11
Bus rapid transit arrives in Barranquilla, Colombia: Understanding a changing landscape through residents' travel experiences	10
Quantifying suppressed child pedestrian and bicycle trips	10
Explore public acceptance of autonomous buses: An integrated model of UTAUT, TTF and trust	10
Analysis of urban travel time and travel distance: A fully parametric bivariate hazard-based duration modelling approach with correlated grouped random parameters	10
Built environment as a precondition for demand-responsive transit (DRT) system survival: Evidence from an empirical study	10
Modeling taxi driver search behavior under uncertainty	10
Compensation or cosmopolitan attitudes: Explaining leisure travel of Nordic urbanites	10
How does the individual perception of local conditions affect cycling? An analysis of the impact of built and non-built environment factors on cycling behaviour and attitudes in an urban setting	10
A path to decolonization? Reducing air travel and resource consumption in higher education	10
Unequal traveling: How school district and family characteristics shape the duration of students’ commute to school	10
Are men or women happier commuters? A study on the determinants of travel mode dissonance and travel satisfaction for dual-earner couples with school-age children in Ganyu, China	10
Implications of school type for active commuting to school in primary education students	10

Investigation of shared micromobility preference for last-mile travel on shared parking lots in city center	10
Determining factors affecting public bike ridership and its spatial change before and after COVID-19	10
Exploring satisfaction with travel time profiles towards understanding intrinsic utilities of travel time	10
Modelling the adoption of autonomous vehicle: How historical experience inform the future preference	10
When you are born matters: An age-period-cohort analysis of multimodality	10
Modeling of incentive-based policies for demand management for the Tehran subway	9
A route analysis of metro-bikeshare users using smart card data	9
Quantifying travellers’ evaluation of waiting time uncertainty in public transport networks	9
Travel behaviour change research: A scientometric review and content analysis	9
Impacts of the built environment on social capital in China: Mediating effects of commuting time and perceived neighborhood safety	9
COVID-19, traffic demand, and activity restriction in China: A national assessment	9
What is it about bicycling? Evidence from Davis, California	9
MaaS for paratransit minibus taxis in developing countries: A review	9
Investigating the effects of individual attitudes and social norms on students’ intention to use motorcycles – An integrated choice and latent variable model	9
Travellers’ use and perception of travel time in long-distance trips in Europe	9
What factors are associated with travel liking on a recent commute? Evidence from commuters in Portland, Oregon	9
Exploring the associations between E-shopping and the share of shopping trip frequency and travelled time over total daily travel demand	9
The effect of “yield to pedestrians” policy enforcement on pedestrian street crossing behavior: A 3-year case study in Xi’an, China	9
Transport and emotion: How neurosciences could open a new research field	9
Assessment of transport interchanges for the needs of people with reduced mobility	9
Impact of carsharing on the mobility of lower-income populations in California	9
A tale of two social groups in Xiamen, China: Trip frequency of migrants and locals and its determinants	9
Long-distance travel in tension with everyday mobility of urbanites – A classification of leisure travellers	9
A stepwise methodology for transport mode detection in GPS tracking data	8
Examining the effects of a temporary subway closure on cycling in Glasgow using bike-sharing data	8
A Random Effect Bayesian Neural Network (RE-BNN) for travel mode choice analysis across multiple regions	8
Correlates of frequency of outdoor activities of older adults: Empirical evidence from Dalian, China	8
Work-trip mode choice in Germany – Affected by individual constraints or by partner interaction?	8
The roles of physical and social environments on the behavioural intention of passengers to reuse and recommend bus systems	8
Wearable fitness trackers and smartphone pedometer apps: Their effect on transport mode choice in a transit-oriented city	8
Reactions of the public transport sector to the COVID-19 pandemic. Insights from Belgium	8
The commuters’ burden: The relationship between commuting and wellbeing in Europe	7
Age-proofing a traffic saturated metropolis – Evaluating the influences on walking behaviour in older adults in Ho Chi Minh City	7
An analysis of individuals’ usage of bus transit in Bengaluru, India: Disentangling the influence of unfamiliarity with transit from that of subjective perceptions of service quality	7
Exploring motivations and barriers for long-distance trips of adult women Vermonters	7
Measuring taxi ridesharing effects and its spatiotemporal pattern in Seoul, Korea	7
Latent vehicle type propensity segments: Considering the influence of household vehicle fleet structure	7
Switching threshold of commuting Travelers’ route choice under different patterns of information	7
Leveraging explainable artificial intelligence and big trip data to understand factors influencing willingness to ridesharing	7
Dynamic community detection considering daily rhythms of human mobility	7
Assessing traveler compliance with the social optimum: A stated preference study	7
Rideshare use among people with disabilities: Patterns and predictors based on a large nationally representative survey	7
Passengers' travel behavior before and after the adjustment of regular bus collinear sections: A case study in the incipient phase of metro operation in Xiamen	7
Data-driven spatial-temporal analysis of highway traffic volume considering weather and festival impacts	7
Who (never) makes overnight leisure trips? Disentangling structurally zero trips from usual trip generation processes	7
In-person, pick up or delivery? Evolving patterns of household spending behavior through the early reopening phase of the COVID-19 pandemic	7
How different are daily fluctuations and weekly rhythms in time-use behavior across urban settings? A case in two Japanese cities	7
Inequalities of extreme commuting across Canada	7
Designing pandemic resilient cities: Exploring the impacts of the built environment on infection risk perception and subjective well-being	7
Contextualizing human dynamics: Understanding the semantics of movement trajectories with Wi-Fi data	7
Analyzing simple work time and commute time tradeoffs for insights into components of the value of travel time savings	7
Exploring the influences of personal attitudes on the intention of continuing online grocery shopping after the COVID-19 pandemic	7
Experimental study and modeling of departure time choice behavior in the bottleneck model with staggered work hours	7
Something for every one? - An investigation of people’s intention to use different types of shared electric vehicle	7
Campus commute mode choice in a college town: An application of the integrated choice and latent variable (ICLV) model	7
Travel behaviour in contexts of security crisis. Explaining daily use of car in non-central districts in Guadalajara Metropolitan Area, Mexico	6
Examining the effects of residential location and stated residential preferences on activity space size and centricity	6
Understanding the spatiotemporal variation of ride-hailing orders under different travel distances	6
Examining user attitudes towards ride-hailing services – A SEM-MIMIC Ordered Probit approach	6
Identifying the heterogeneous effects of road characteristics on Motorcycle-Involved crash severities	6
Willingness to use night trains for long-distance travel	6
Do passengers feel convenient when they transfer at the transportation hub?	6
Exploring non-linear and synergistic effects of green spaces on active travel using crowdsourced data and interpretable machine learning	6
How does low income affect older people’s travel practices? Findings of a qualitative case study on the links between financial poverty, mobility and social participation	6
Effects of built environment on activity participation under different space-time constraints: A case study of Guangzhou, China	6
Estimating commuting matrix and error mitigation – A complementary use of aggregate travel survey, location-based big data and discrete choice models	6
Life events and their association with changes in the frequency of transport use in a large UK sample	6
Understanding the factors associated with one-way and round-trip carsharing usage based on a hybrid operation carsharing system: A case study in Beijing	6
High-Speed railways and the spread of Covid-19	6
Toward a method for assessing the energy impacts of telecommuting based on time-use data	6
Large truck fatal crash severity segmentation and analysis incorporating all parties involved: A Bayesian network approach	6
How effective are evacuation orders? An analysis of decision making among vulnerable populations in Florida during hurricane Irma	6
Car independence in an automobile society? The everyday mobility practices of residents in a car-reduced housing development	5
Comparing values of travel time obtained from workplace and short-term decisions	5
Why do parents intend to permit their children to ride e-bikes? Empirical evidence from Vietnam	5
Sustainable transport modes, travel satisfaction, and emotions: Evidence from car-dependent compact cities	5
Demand responsive transport: New insights from peri-urban experiences	5
Does the pathway to transportation walking for older adults run through recreational walking?	5
The influence of YouTube content on travelers’ intentions to use Hyperloop trains: Using trust transfer theory	5
Investigating factors that affect perceived quality of service on pedestrians-cyclists shared infrastructure	5
How wet is too wet? Modelling the influence of weather condition on urban transit ridership	5
The impacts of weather conditions on metro ridership: An empirical study from three mega cities in China	5
Cars in Latin America: An exploration of the urban landscape and street network correlates of motorization in 300 cities	5
To drive or not to drive? A study of travel behavior for a recent drinking occasion	5
Heterogeneity in job application decisions in two-adult households under social influence: A latent class mixed logit model	5
Connecting people with jobs: Light rail’s impact on commuting patterns	5
The impact of NEV users’ perceived benefits on purchase intention	5
The effects of social conformity and gender on drivers’ behavioural intention towards level-3 automated vehicles	5
Travel-based multitasking behaviour in Singapore: Determinants and impacts on money-time-seat trade-offs	5
Safety of walking trips accessing to public transportation: A Bayesian spatial model in Hong Kong	5
Willingness-to-pay for shared automated mobility using an adaptive choice-based conjoint analysis during the COVID-19 period	4
Game theory applications in traffic management: A review of authority-based travel modelling	4
Reconstructing human activities via coupling mobile phone data with location-based social networks	4
Social equity analysis of public transit accessibility to healthcare might be erroneous when travel time uncertainty impacts are overlooked	4
Perceived accessibility: How access to dockless bike-sharing impacts activity participation	4