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Heterogeneity in Activity-travel Patterns of Public Transit Users: An Application of Latent Class Analysis
16 references·13 citing·49 second hop
Heterogeneity in Activity-travel Patterns of Public Transit Users: An Application of Latent Class Analysis (2021)Heterogeneity in Activity-travel Patterns…Understanding commuting patterns using transit smart card data (2016)Understanding commuting patte…Travel satisfaction with public transport: Determinants, user classes, regional disparities and their evolution (2016)Travel satisfaction with publ…Mining smart card data for transit riders’ travel patterns (2013)Mining smart card data for tr…Clustering daily patterns of human activities in the city (2012)Clustering daily patterns of …poLCA : An R Package for Polytomous Variable Latent Class Analysis (2011)poLCA : An R Package for Poly…Latent Class Analysis: An Alternative Perspective on Subgroup Analysis in Prevention and Treatment (2011)Latent Class Analysis: An Alt…A need-based model of multi-day, multi-person activity generation (2008)A need-based model of multi-d…The Activity-Based Approach (2007)The Activity-Based ApproachSequence Alignment as a Method for Human Activity Analysis in Space and Time (2007)Sequence Alignment as a Metho…Measuring transit use variability with smart-card data (2007)Measuring transit use variabi…Comprehensive Econometric Microsimulator for Daily Activity-Travel Patterns (2004)Comprehensive Econometric Mic…Trip chaining as a barrier to the propensity to use public transport (2000)Trip chaining as a barrier to…Examining Trip-Chaining Behavior: Comparison of Travel by Men and Women (1999)Examining Trip-Chaining Behav…Activity‐based approaches to travel analysis: conceptual frameworks, models, and research problems (1992)Activity‐based approaches to …An evaluation of activity-based travel analysis (1988)An evaluation of activity-bas…A model of complex travel behavior: Part I—Theoretical development (1986)A model of complex travel beh…Assessment framework of walking satisfaction on sidewalks in commercial districts: Combining built environment and personal attributes (applied in Japan) (2025)Assessment framework of walki…Portraying passenger travel patterns for Beijing public transit system with user profiling method (2024)Portraying passenger travel p…Measuring acceptance of tradable credit scheme and its effect on behavioral intention through theory of planned behavior (2024)Measuring acceptance of trada…Influence factors on travel mode preference of working residents living far away from downtown area on workdays: A hybrid method integrating random parameter logit model and Apriori algorithm (2024)Influence factors on travel m…Impacts of negative congestion experiences on acceptance of tradable credits schemes: Integration of NAM and TPB (2024)Impacts of negative congestio…Exploring unobserved heterogeneity in ICT usage and travel pattern changes as the pandemic subsides: A quasi-longitudinal analysis in Florida (2024)Exploring unobserved heteroge…Digital payment adoption in public transportation: Mediating role of mode choice segments in developing cities (2024)Digital payment adoption in p…Decoding Urban Mobility: Application of Natural Language Processing and Machine Learning to Activity Pattern Recognition, Prediction, and Temporal Transferability Examination (2024)Decoding Urban Mobility: Appl…Assessing the influence of the COVID-19 pandemic on passengers' reliance on public transport (2024)Assessing the influence of th…Understanding patients heterogeneity in healthcare travel and hospital choice - A latent class analysis with covariates (2023)Understanding patients hetero…Exploring the joint impacts of income, car ownership, and built environment on daily activity patterns: a cluster analysis of trip chains (2023)Exploring the joint impacts o…Heterogeneity in the transfer time of air-rail intermodal passengers based on ticket booking data (2022)Heterogeneity in the transfer…Equitable active transport for female cyclists (2022)Equitable active transport fo…Smart card data use in public transit: A literature review (2011)Estimation of a disaggregate multimodal public transport Origin–Destination matrix from passive smartcard data from Santiago, Chile (2012)The promises of big data and small data for travel behavior (aka human mobility) analysis (2016)A geographically and temporally weighted regression model to explore the spatiotemporal influence of built environment on transit ridership (2018)Latent Structure Analysis. (1969)Deciding on the Number of Classes in Latent Class Analysis and Growth Mixture Modeling: A Monte Carlo Simulation Study (2007)Latent Class and Latent Transition Analysis: With Applications in the Social, Behavioral, and Health Sciences (2009)Latent Class Analysis With Distal Outcomes: A Flexible Model-Based Approach (2013)Practitioner’s Guide to Latent Class Analysis: Methodological Considerations and Common Pitfalls (2020)The state of evidence for social and emotional learning: A contemporary meta-analysis of universal school-based SEL interventions (2023)WHAT ABOUT PEOPLE IN REGIONAL SCIENCE? (1970)Conditional logit analysis of qualitative choice behavior (1972)A New Approach to Consumer Theory (1976)Creating synthetic baseline populations (1996)Space-time accessibility measures: A geocomputational algorithm with a focus on the feasible opportunity set and possible activity duration (2003)An exploration of the relationship between mode choice and complexity of trip chaining patterns (2006)Motivation and personality (1993)Motivation and Personality (1997)Understanding individual human mobility patterns (2008)A review of urban computing for mobile phone traces (2013)Inferring patterns in the multi-week activity sequences of public transport users (2016)Coupling mobile phone and social media data: a new approach to understanding urban functions and diurnal patterns (2017)Belief, Attitude, Intention and Behavior: An Introduction to Theory and Research (1975)Prospect Theory: An Analysis of Decision under Risk (1979)Prospect theory: An analysis of decision under risk (1988)Overview of Land Use Transport Models (2004)Out-of-home activities, daily travel, and subjective well-being (2010)Observing the rhythms of daily life: A six-week travel diary (2002)Introduction: Habitual travel choice (2003)The potential of public transport smart card data (2005)Passenger Segmentation Using Smart Card Data (2014)Zooming into individuals to understand the collective: A review of trajectory-based travel behaviour studies (2014)Exploratory Latent Structure Analysis Using Both Identifiable and Unidentifiable Models (1974)Latent Class Analysis (1987)Applied Latent Class Analysis (2002)Backlash, Consensus, Legitimacy, or Polarization (2015)Informative tools for characterizing individual differences in learning: Latent class, latent profile, and latent transition analysis (2017)Attractive Quality and Must-Be Quality (1984)A National Customer Satisfaction Barometer: The Swedish Experience (1992)Choices, Values, and Frames (2000)The underlying effect of public transport reliability on users’ satisfaction (2019)Interrelationships among service quality factors of Metro Rail Transit System: An integrated Bayesian networks and PLS-SEM approach (2020)Understanding the mediator role of satisfaction in public transport: A cross-country analysis (2020)Multiple Attribute Decision Making: Methods and Applications (1981)Lockdowned: Everyday mobility changes in response to COVID-19 (2020)The impacts of COVID-19 pandemic on public transit demand in the United States (2020)A multiple discrete–continuous extreme value model: formulation and application to discretionary time-use decisions (2004)Generating complete all-day activity plans with genetic algorithms (2005)MATSim-T (2009)
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References

  • 2011poLCA : An R Package for Polytomous Variable Latent Class Analysis1,647 cited
  • 2011Latent Class Analysis: An Alternative Perspective on Subgroup Analysis in Prevention and Treatment1,198 cited
  • 1992Activity‐based approaches to travel analysis: conceptual frameworks, models, and research problems649 cited
  • 2013Mining smart card data for transit riders’ travel patterns606 cited
  • 1988An evaluation of activity-based travel analysis431 cited
  • 2004Comprehensive Econometric Microsimulator for Daily Activity-Travel Patterns400 cited
  • 2016Understanding commuting patterns using transit smart card data351 cited
  • 2016Travel satisfaction with public transport: Determinants, user classes, regional disparities and their evolution284 cited
  • 2012Clustering daily patterns of human activities in the city282 cited
  • 2007Measuring transit use variability with smart-card data271 cited
  • 1999Examining Trip-Chaining Behavior: Comparison of Travel by Men and Women269 cited
  • 2000Trip chaining as a barrier to the propensity to use public transport258 cited
  • 1986A model of complex travel behavior: Part I—Theoretical development253 cited
  • 2007The Activity-Based Approach234 cited
  • 2007Sequence Alignment as a Method for Human Activity Analysis in Space and Time

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231 cited
  • 2008A need-based model of multi-day, multi-person activity generation200 cited
  • Cited by

    • 2023Understanding patients heterogeneity in healthcare travel and hospital choice - A latent class analysis with covariates22 cited
    • 2022Heterogeneity in the transfer time of air-rail intermodal passengers based on ticket booking data20 cited
    • 2022Equitable active transport for female cyclists18 cited
    • 2024Measuring acceptance of tradable credit scheme and its effect on behavioral intention through theory of planned behavior13 cited
    • 2024Digital payment adoption in public transportation: Mediating role of mode choice segments in developing cities12 cited
    • 2024Decoding Urban Mobility: Application of Natural Language Processing and Machine Learning to Activity Pattern Recognition, Prediction, and Temporal Transferability Examination11 cited
    • 2024Influence factors on travel mode preference of working residents living far away from downtown area on workdays: A hybrid method integrating random parameter logit model and Apriori algorithm9 cited
    • 2024Assessing the influence of the COVID-19 pandemic on passengers' reliance on public transport8 cited
    • 2024Impacts of negative congestion experiences on acceptance of tradable credits schemes: Integration of NAM and TPB8 cited
    • 2023Exploring the joint impacts of income, car ownership, and built environment on daily activity patterns: a cluster analysis of trip chains7 cited
    • 2024Exploring unobserved heterogeneity in ICT usage and travel pattern changes as the pandemic subsides: A quasi-longitudinal analysis in Florida6 cited
    • 2025Assessment framework of walking satisfaction on sidewalks in commercial districts: Combining built environment and personal attributes (applied in Japan)6 cited
    • 2024Portraying passenger travel patterns for Beijing public transit system with user profiling method6 cited