Travel Behaviour and Society

Article	Citations
Prediction and behavioral analysis of travel mode choice: A comparison of machine learning and logit models	174
Dockless E-scooter usage patterns and urban built Environments: A comparison study of Austin, TX, and Minneapolis, MN	150
Commute satisfaction, neighborhood satisfaction, and housing satisfaction as predictors of subjective well-being and indicators of urban livability	83
COVID-19, activity and mobility patterns in Bogotá. Are we ready for a ‘15-minute city’?	81
Ready for Mobility as a Service? Insights from stakeholders and end-users	72
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	53
The role of habit and the built environment in the willingness to commute by bicycle	52
Relationships of the multi-scale built environment with active commuting, body mass index, and life satisfaction in China: A GSEM-based analysis	49
Spatial accessibility assessment of COVID-19 patients to healthcare facilities: A case study of Florida	49
Who are the potential users of shared e-scooters? An examination of socio-demographic, attitudinal and environmental factors	49
A big data approach to understanding pedestrian route choice preferences: Evidence from San Francisco	48
Creation of mobility packages based on the MaaS concept	47
Modelling work- and non-work-based trip patterns during transition to lockdown period of COVID-19 pandemic in India	44
Who is interested in a crowdsourced last mile? A segmentation of attitudinal profiles	44
An exploratory investigation of public perceptions towards key benefits and concerns from the future use of flying cars	43
Personal and societal impacts of motorcycle ban policy on motorcyclists’ home-to-work morning commute in China	41
Measuring spatial mismatch and job access inequity based on transit-based job accessibility for poor job seekers	39
Investigating heterogeneity in preferences for Mobility-as-a-Service plans through a latent class choice model	38
Impacts of personalized accessibility information on residential location choice and travel behavior	38
Long commutes and transport inequity in China’s growing megacity: New evidence from Beijing using mobile phone data	38
Predicting the travel mode choice with interpretable machine learning techniques: A comparative study	38
Factors influencing consumer acceptance of vehicle-to-grid by electric vehicle drivers in the Netherlands	38
Understanding user practices in mobility service systems: Results from studying large scale corporate MaaS in practice	38
Understanding electric bike riders’ intention to violate traffic rules and accident proneness in China	37

Perception of the built environment and walking in pericentral neighbourhoods in Santiago, Chile	36
Examining public acceptance of autonomous mobility	35
Investigating day-to-day variability of transit usage on a multimonth scale with smart card data. A case study in Lyon	34
Public transport users versus private vehicle users: Differences about quality of service, satisfaction and attitudes toward public transport in Madrid (Spain)	34
Young people's perceived service quality and environmental performance of hybrid electric bus service	34
Public transit travel choice in the post COVID-19 pandemic era: An application of the extended Theory of Planned behavior	33
The impact of shared mobility on trip generation behavior in the US: Findings from the 2017 National Household Travel Survey	33
Exploring rider satisfaction with arterial BRT: An application of impact asymmetry analysis	33
A framework with efficient extraction and analysis of Twitter data for evaluating public opinions on transportation services	32
Who travels more, and why? A mixed-method study of urban dwellers’ leisure travel	32
Modeling the desire for using public transport	31
A comparative analysis of the users of private cars and public transportation for intermodal options under Mobility-as-a-Service in Seoul	31
Factors influencing user behaviour in micromobility sharing systems: A systematic literature review and research directions	31
Determinants of children’s active travel to school: A case study in Hong Kong	31
Aged mobility in the era of transportation disruption: Will autonomous vehicles address impediments to the mobility of ageing populations?	30
Travel behaviour changes under Work-from-home (WFH) arrangements during COVID-19	29
Urban greenery, active school transport, and body weight among Hong Kong children	29
Trends in air travel inequality in the UK: From the few to the many?	28
A Revealed Preference Methodology to Evaluate Regret Minimization with Challenging Choice Sets: A Wildfire Evacuation Case Study	28
Understanding the determinants of young commuters’ metro-bikeshare usage frequency using big data	28
Are travellers willing to adopt MaaS? Exploring attitudinal and personality factors in the case of Madrid, Spain	27
Keeping kids safe for active travel to school: A mixed method examination of school policies and practices and children’s school travel behaviour	27
How the built environment promotes public transportation in Wuhan: A multiscale geographically weighted regression analysis	27
The formation of passenger loyalty: Differences between ride-hailing and traditional taxi services	26
Online grocery shopping for the elderly in Quebec, Canada: The role of mobility impediments and past online shopping experience	26
Travellers’ willingness to share rides in autonomous mobility on demand systems depending on travel distance and detour	26
A text mining approach to elicit public perception of bike-sharing systems	26
The influence of travel attitudes on perceived walking accessibility and walking behaviour	25
What drives the utility of shared transport services for urban travellers? A stated preference survey in German cities	25
Is high-speed rail socially exclusive? An evidence-based worldwide analysis	24
Identifying latent shared mobility preference segments in low-income communities: Ride-hailing, fixed-route bus, and mobility-on-demand transit	23
Time use and spatial influence on transport-related social exclusion, and mental and social health	23
Modeling of machine learning with SHAP approach for electric vehicle charging station choice behavior prediction	23
Why individuals choose dockless bike sharing services?	23
Red light running behavior of bicyclists in urban area: Effects of bicycle type and bicycle group size	23
Does real-time and perceived environmental exposure to air pollution and noise affect travel satisfaction? evidence from Beijing, China	22
User interest in on-demand, shared, and driverless mobility: Evidence from stated preference choice experiments in Southern Ontario	22
Use of app-based ridehailing services and conventional taxicabs by adults with disabilities	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
Hybrid methodology for improving response rates and data quality in mobility surveys	21
Climate change concern and the desire to travel: How do I justify my flights?	20
Understanding acceptance of shared autonomous vehicles among people with different mobility and communication needs	20
Hierarchical process of travel mode imputation from GPS data in a motorcycle-dependent area	20
Analysis of travel characteristics and access mode choice of elderly urban rail riders in Denver, Colorado	20
Investigating the motivation for pedestrians’ risky crossing behaviour at urban mid-block road sections	20
Exploring the asymmetric influences of stop attributes on rider satisfaction with bus stops	19
How much dissatisfaction is too much for transit? Linking transit user satisfaction and loyalty using panel data	19
Research on parking app choice behavior based on MNL	19
Does heavy ICT usage contribute to the adoption of ride-hailing app?	19
Eliciting preferences of TNC users and drivers: Evidence from the United States	19

Who will want to use shared autonomous vehicle service and how much? A consumer experiment in South Korea	19
An analysis of tripadvisor reviews of 127 urban rail transit networks worldwide	19
Taking the bus? Barriers and facilitators for adolescent use of public buses to school	19
Towards an electric scooter level of service: A review and framework	19
Systematic review of the association between commuting, subjective wellbeing and mental health	19
Electric bike navigation behaviour in pedestrian crowds	19
Does flying less harm academic work? Arguments and assumptions about reducing air travel in academia	19
China’s millennial car travelers’ mode shift responses under congestion pricing and reward policies: A case study in Beijing	19
Exploring year-to-year changes in station-based bike sharing commuter behaviors with smart card data	19
Accessibility to opportunities based on public transport gps-monitored data: The case of Santiago, Chile	18
Mode choice and mode commitment in commuters	18
Influence of actual and perceived risks in selecting crossing facilities by pedestrians	18
Impacts of telecommuting on time use and travel: A case study of a neighborhood telecommuting center in Stockholm	18
Exploring the factors influencing the use of public transport by commuters living in networks of small cities and towns	17
Integrating plug-in electric vehicles (PEVs) into household fleets- factors influencing miles traveled by PEV owners in California	17
Did high-speed rail affect the entry of automobile industry start-ups? Empirical evidence from Guangdong Province, China	17
Investigation of factors and their dynamic effects on intercity travel modes competition	16
Development of socially sustainable transport research: A bibliometric and visualization analysis	16
Travel time and bounded rationality in travellers’ route choice behaviour: A computer route choice experiment	16
How do the characteristics of bike lanes influence safety perception and the intention to use cycling as a feeder mode to BRT?	16
Who you are determines how you travel: Clustering human activity patterns with a Markov-chain-based mixture model	16
Ride-hailing, a new mode to commute? Evidence from Tehran, Iran	16
Associations among perceived built environment, attitudes, walking behavior, and physical and mental state of college students during COVID-19	16
Modeling drivers’ scrambling behavior in China: An application of theory of planned behavior	16
Spatial behavior of cancer care utilization in distance decay in the Northeast region of the U.S.	16
“Desperately Need a Car”: Analyzing crowdfunding campaigns for car purchases and repairs on Gofundme.com	16
Measuring the perceived need for motorcycle-based ride-hailing services on trip characteristics among university students in Yogyakarta, Indonesia	16
Agent-based simulation of hindering effect of small group behavior on elevated interval evacuation time along urban rail transit	16
Measuring the dynamic evolution of road network vulnerability to floods: A case study of Wuhan, China	15
Persuasion profiles to promote pedestrianism: Effective targeting of active travel messages	15
Social media effects on sustainable mobility opinion diffusion: Model framework and implications for behavior change	15
Identifying the factors influencing the choice of different ride-hailing services in Shenzhen, China	15
Traffic signal optimisation in disrupted networks, to improve resilience and sustainability	15
What makes consumers reuse ride-hailing services? An investigation of Egyptian consumers’ attitudes towards ride-hailing apps	15
Not my usual trip: Ride-hailing characterization in Mexico City	15
Does commute duration attenuate the effect of travel mode choice on commute satisfaction?	15
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
Traditional taxis vs automated taxis – Does the driver matter for Millennials?	14
Effect of London cycle hire scheme on bicycle safety	14
Crowd characterization for crowd management using social media data in city events	14
In-store or online grocery shopping before and during the COVID-19 pandemic	14
Explaining the spread of online taxi services in Semarang, Bogor and Bandung, Indonesia; a discrete choice analysis	14
Using big data for last mile performance evaluation: An accessibility-based approach	14
What prompts tourists to become public transportation users at their destination? The case of a Mediterranean city	14
Impact of road features on shared e-scooter trip volume: A study based on multiple membership multilevel model	14
Long-term impacts of COVID-19 pandemic on travel behaviour	13
Free-floating carsharing users’ willingness-to-pay/accept for logistics management mechanisms	13
The role of numeracy and financial literacy skills in the relationship between information and communication technology use and travel behaviour	13
Gender difference in commuting travel: A comparative study of suburban residents in Beijing and Shanghai	13
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
Getting in the path of the robot: Pedestrians acceptance of crossing roads near fully automated vehicles	13
Quantifying the impact of weather on ride-hailing ridership: Evidence from Haikou, China	13
Car driving, air travel or more sustainable transport? Socio-psychological factors in everyday mobility and long-distance leisure travel	13
Surveying and analysing mode and route choices in Switzerland 2010–2015	13
Towards a mobility transition? Understanding the environmental impact of Millennials and Baby Boomers in Europe	13
Using ‘Big Data’ to understand the impacts of Uber on taxis in New York City	13
Association between built environment characteristics and metro usage at station level with a big data approach	13
The job of public transport, ride-hailing and delivery drivers: Conditions during the COVID-19 pandemic and implications for a post-pandemic future	13
Gender differences in the user satisfaction and service quality improvement priority of public transit bus system in Porto Alegre and Fortaleza, Brazil	13
Ground access behaviour of air-rail passengers: A case study of Dalian ARIS	12
Incorporating multi-level taste heterogeneity in route choice modeling: From disaggregated behavior analysis to aggregated network loading	12
Longitudinal interactions between experienced users’ service valuations and willingness-to-use a first-/last-mile automated bus service	12
The modifiable areal unit problem in the relationship between jobs–housing balance and commuting distance through big and traditional data	12
Do psycho-attitudinal factors vary with individuals’ cycling frequency? A hybrid ordered modeling approach	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
Exploring the spatially heterogeneous effect of the built environment on ride-hailing travel demand: A geographically weighted quantile regression model	12
Adopting Mobility-as-a-Service: An empirical analysis of end-users’ experiences	11
When do households make vehicle transactions? What type of vehicle households choose after transaction events?	11
The role of travel-related reasons for location choice in residential self-selection	11
Cross-city patient mobility and healthcare equity and efficiency: Evidence from Hefei, China	11
Assessing the role of shared mobility services in reducing travel-related greenhouse gases (GHGs) emissions: Focusing on America’s young adults	11
The impact of migration background, ethnicity and social network dispersion on air and car travel in the UK	11
Time, space, money, and social interaction: Using machine learning to classify people’s mobility strategies through four key dimensions	11
Understanding the potential of MaaS – An European survey on attitudes	11
Why do people walk? role of the built environment and state of development of a social model of walkability	10
Compensation or cosmopolitan attitudes: Explaining leisure travel of Nordic urbanites	10
Modelling the adoption of autonomous vehicle: How historical experience inform the future preference	10
Modeling taxi driver search behavior under uncertainty	10
Bus rapid transit arrives in Barranquilla, Colombia: Understanding a changing landscape through residents' travel experiences	10

Quantifying suppressed child pedestrian and bicycle trips	10
A systematic literature review of Mobility as a Service: Examining the socio-technical factors in MaaS adoption and bundling packages	10
Income and commute satisfaction: On the mediating roles of transport poverty and health conditions	10
Investigation of shared micromobility preference for last-mile travel on shared parking lots in city center	10
A path to decolonization? Reducing air travel and resource consumption in higher education	10
Analyzing income-based inequality in transit nodal accessibility	10
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
Exploring satisfaction with travel time profiles towards understanding intrinsic utilities of travel time	9
What factors are associated with travel liking on a recent commute? Evidence from commuters in Portland, Oregon	9
Implications of school type for active commuting to school in primary education students	9
When you are born matters: An age-period-cohort analysis of multimodality	9
Chinese passengers’ security perceptions of ride-hailing services: An integrated approach combining general and situational perspectives	9
Modeling of incentive-based policies for demand management for the Tehran subway	9
Impact of carsharing on the mobility of lower-income populations in California	9
Quantifying travellers’ evaluation of waiting time uncertainty in public transport networks	9
Unequal traveling: How school district and family characteristics shape the duration of students’ commute to school	9
A tale of two social groups in Xiamen, China: Trip frequency of migrants and locals and its determinants	9
What is it about bicycling? Evidence from Davis, California	9
MaaS for paratransit minibus taxis in developing countries: A review	9
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	9
Analysis of urban travel time and travel distance: A fully parametric bivariate hazard-based duration modelling approach with correlated grouped random parameters	9
Travel behaviour change research: A scientometric review and content analysis	9
Constructing women's immobility: Fear of violence and Women’s constricted nocturnal travel behaviour	9
Long-distance travel in tension with everyday mobility of urbanites – A classification of leisure travellers	9
The effect of “yield to pedestrians” policy enforcement on pedestrian street crossing behavior: A 3-year case study in Xi’an, China	9
Correlates of frequency of outdoor activities of older adults: Empirical evidence from Dalian, China	8
The role of public transit in school choice and after-school activity participation among Toronto high school students	8
How do perceptions of safety and car ownership importance affect autonomous vehicle adoption?	8
COVID-19, traffic demand, and activity restriction in China: A national assessment	8
Travellers’ use and perception of travel time in long-distance trips in Europe	8
Wearable fitness trackers and smartphone pedometer apps: Their effect on transport mode choice in a transit-oriented city	8
Built environment as a precondition for demand-responsive transit (DRT) system survival: Evidence from an empirical study	8
Exploring the associations between E-shopping and the share of shopping trip frequency and travelled time over total daily travel demand	8
Impacts of the COVID-19 pandemic on the profile and preferences of urban mobility in Brazil: Challenges and opportunities	8
Investigating the effects of individual attitudes and social norms on students’ intention to use motorcycles – An integrated choice and latent variable model	8
Work-trip mode choice in Germany – Affected by individual constraints or by partner interaction?	8
Impacts of the built environment on social capital in China: Mediating effects of commuting time and perceived neighborhood safety	8
How different are daily fluctuations and weekly rhythms in time-use behavior across urban settings? A case in two Japanese cities	7
Designing pandemic resilient cities: Exploring the impacts of the built environment on infection risk perception and subjective well-being	7
Reactions of the public transport sector to the COVID-19 pandemic. Insights from Belgium	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
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
A stepwise methodology for transport mode detection in GPS tracking data	7
Who (never) makes overnight leisure trips? Disentangling structurally zero trips from usual trip generation processes	7
Travel and residential change: An introduction	7
The commuters’ burden: The relationship between commuting and wellbeing in Europe	7
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	7
A Random Effect Bayesian Neural Network (RE-BNN) for travel mode choice analysis across multiple regions	7
The roles of physical and social environments on the behavioural intention of passengers to reuse and recommend bus systems	7
Exploring motivations and barriers for long-distance trips of adult women Vermonters	7
Determining factors affecting public bike ridership and its spatial change before and after COVID-19	7
Something for every one? - An investigation of people’s intention to use different types of shared electric vehicle	7
Switching threshold of commuting Travelers’ route choice under different patterns of information	7
Age-proofing a traffic saturated metropolis – Evaluating the influences on walking behaviour in older adults in Ho Chi Minh City	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
A route analysis of metro-bikeshare users using smart card data	7
Data-driven spatial-temporal analysis of highway traffic volume considering weather and festival impacts	7
Experimental study and modeling of departure time choice behavior in the bottleneck model with staggered work hours	7
Examining the effects of a temporary subway closure on cycling in Glasgow using bike-sharing data	7
Analyzing simple work time and commute time tradeoffs for insights into components of the value of travel time savings	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
Examining the effects of residential location and stated residential preferences on activity space size and centricity	6
Examining user attitudes towards ride-hailing services – A SEM-MIMIC Ordered Probit approach	6
Effects of built environment on activity participation under different space-time constraints: A case study of Guangzhou, China	6
Contextualizing human dynamics: Understanding the semantics of movement trajectories with Wi-Fi data	6
Life events and their association with changes in the frequency of transport use in a large UK sample	6
Explore public acceptance of autonomous buses: An integrated model of UTAUT, TTF and trust	6
Latent vehicle type propensity segments: Considering the influence of household vehicle fleet structure	6
Leveraging explainable artificial intelligence and big trip data to understand factors influencing willingness to ridesharing	6
Inequalities of extreme commuting across Canada	6
Exploring the influences of personal attitudes on the intention of continuing online grocery shopping after the COVID-19 pandemic	6
Travel behaviour in contexts of security crisis. Explaining daily use of car in non-central districts in Guadalajara Metropolitan Area, Mexico	6
A bottom-up study on the relationships between transportation expenditures and socio-demographic variables: Evidences from the Italian case study	6
Toward a method for assessing the energy impacts of telecommuting based on time-use data	6
Dynamic community detection considering daily rhythms of human mobility	6
To drive or not to drive? A study of travel behavior for a recent drinking occasion	5
Comparing values of travel time obtained from workplace and short-term decisions	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
Exploring non-linear and synergistic effects of green spaces on active travel using crowdsourced data and interpretable machine learning	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 use night trains for long-distance travel	5
Measuring taxi ridesharing effects and its spatiotemporal pattern in Seoul, Korea	5
Why do parents intend to permit their children to ride e-bikes? Empirical evidence from Vietnam	5
High-Speed railways and the spread of Covid-19	5
Campus commute mode choice in a college town: An application of the integrated choice and latent variable (ICLV) model	5
Does the pathway to transportation walking for older adults run through recreational walking?	5
Connecting people with jobs: Light rail’s impact on commuting patterns	5
Do passengers feel convenient when they transfer at the transportation hub?	5
Understanding the spatiotemporal variation of ride-hailing orders under different travel distances	5
In-person, pick up or delivery? Evolving patterns of household spending behavior through the early reopening phase of the COVID-19 pandemic	5
Identifying the heterogeneous effects of road characteristics on Motorcycle-Involved crash severities	5