Attitudes and Travel Behavior Database

All papers

Ababio-Donker, Saleh, Fonzone (2020) "Understanding transport mode choice for commuting: the role of affect" (HCM, MNL) (LCM)
Acheampong, Siiba (2018) "Examining the determinants of utility bicycling using a socio-ecological framework: an exploratory study of the Tamale metropolis in Northern Ghana" (binary logistic regression) (LCM)
Adjitandra, Mulley, Nelson (2013) "The influence of neighbourhood design on travel behaviour: Empirical evidence from North East England" (Ordinary least squares regression) (LCM)
Adnan, M.; Altaf, S.; Bellemans, T.; Yasar, A.U.H.; Shakshuki, E.M. (2019) "Last-mile travel and bicycle sharing system in small/medium sized cities: user’s preferences investigation using hybrid choice model" (HCM, Binary logit) (LCM)
Aliaksandr Malokin, Giovanni Circella, Patricia L. Mokhtarian (2019) "How do activities conducted while commuting influence mode choice? Using revealed preference models to inform public transportation advantage and autonomous vehicle scenarios" (multinomial logit, binary logit) (SH)
Ao, Yang, Chen, Wang (2019) "Exploring the effects of the rural built environment on household car ownership after controlling for preference and attitude: Evidence from Sichuan, China" (Ordered probit model, MNL, Ordered logit model) (LCM)
Atasoy, Glerum, Bierlaire (2013) "Attitudes towards mode choice in Switzerland" (ICLV, Latent class model, Multinomial logit model) (LCM)
Bagley and Mokhtarian (2002) "The impact of residential neighborhood type on travel behavior: A structural equations modeling approach" (structural equation model) (MWC)
Banerjee, U.; Hine, J. (2016) "Interpreting the influence of urban form on household car travel using partial least squares structural equation modelling: some evidence from Northern Ireland" (structural equation model) (LCM)
Barberan, De Abreu E Silva, Monzon (2017) "Factors influencing bicycle use: A binary choice model with panel data" (binary logit) (AR)
Belgiawan, Schmöcker, Fujii (2016) "Understanding car ownership motivations among Indonesian students" (structural equation model) (LCM)
Berkoz, Turk, Kellekci (2009) "Environmental quality and user satisfaction in mass housing areas: The case of Istanbul" (Logistic regression) (LCM)
Bigazzi, Gehrke (2018) "Joint consideration of energy expenditure, air quality, and safety by cyclists" (structural equation model) (LCM)
Bouscasse, Joly, Bonnel (2018) "How does environmental concern influence mode choice habits? A mediation analysis" (structural equation model) (LCM)
Burlando, C.; Ivaldi, E.; Parra Saiani, P.; Penco, L. (2019) "To own or not to own? Car ownership and consumer awareness: Evidence from an Italian survey" (Logistic regression) (LCM)
Böcker, Dijst, Faber (2016) "Weather, transport mode choices and emotional travel experiences" (structural equation model) (LCM)
Cao, Handy, and Mokhtarian (2006) "The influences of the built environment and residential self-selection on pedestrian behavior: evidence from Austin, TX" (Negitive Binomial) (NAH)
Cao, Mokhtarian, Handy (2009) "The relationship between the built environment and nonwork travel: A case study of Northern California" (Random effects model of walking/biking, Seemingly unrelated regression) (AR)
Cao, X.(J), Ermagun, A. (2017) "Influences of LRT on travel behaviour: A retrospective study on movers in Minneapolis" (structural equation model) (LCM)
Cao, X.(J.); Mokhtarian, P.L.; Handy, S.L. (2008) "Differentiating the Influence of Accessibility, Attitudes, and Demographics on Stop Participation and Frequency during the Evening Commute" (Bivariate selection) (LCM)
Chen, Wu, Chen, and Wang (2017) "Vehicle kilometers traveled reduction impacts of Transit-Oriented Development: Evidence from Shanghai City" (Heckman sample selection model) (MWC)
Chng, White, Abraham, Skippon (2019) "Consideration of environmental factors in reflections on car purchases: Attitudinal, behavioural and sociodemographic predictors among a large UK sample" (Multivariate linear regression, Multivariate logistic regression) (LCM)
Christopher Zegras, Jae Seung Lee and Eran Ben-Joseph (2012) "By Community or Design? Age-restricted Neighbourhoods, Physical Design and Baby Boomers' Local Travel Behaviour in Suburban Boston, US" (zero-inflated negative binomial, structural equation model) (AR/MWC)
Circella, Alemi, Tiedeman, Berliner, Lee, Fulton, Mokhtarian, Handy (2017) "What Affects Millennials’ Mobility? PART II: The Impact of Residential Location, Individual Preferences and Lifestyles on Young Adults’ Travel Behavior in California" (Log-linear, Multinomial logit model) (LCM)
Curto, de Nazelle, Donaire-Gonzalez, Cole-Hunter, Garcia-Aymerich, Martı́nez, Anaya, Rodrı́guez, Jerrett, Nieuwenhuijsen (2016) "Private and public modes of bicycle commuting: a perspective on attitude and perception" (multinomial logistic regression model) (NAH)
Daisy, Habib (2015) "Investigating the role of built environment and lifestyle choices in active travel for weekly home-based nonwork trips" (Ordered probit) (LCM)
Daly, Hess, Patruni, Potoglou, Rohr (2012) "Using ordered attitudinal indicators in a latent variable choice model: a study of the impact of security on rail travel behavior" (Integrated choice and latent variable, Multinomial logit) (MWC)
Daziano, Bolduc (2013) "Incorporating pro-environmental preferences towards green automobile technologies through a Bayesian hybrid choice model" (ICLV, Bayesian ICLV) (2020-04-13 00:00:00)
De Vos, Jonas; Schwanen, Tim; Van Acker, Veronique; Witlox Frank (2019) "Do satisfying walking and cycling trips result in more future trips with active travel modes? An exploratory study" (structural equation model) (AR)
Diana C. Parra, Christine M. Hoehner, Pedro C. Hallal, Isabela C. Ribeiro, Rodrigo Reis, Ross C. Brownson, Michael Pratt, Eduardo J. Simoes (2010) "Perceived environmental correlates of physical activity for leisure and transportation in Curitiba, Brazil" (nan) (NAH)
Dill, J.; Mohr, C.; Ma, L. (2014) "How can psychological theory help cities increase walking and bicycling?" (structural equation model) (DS)
Ding, Chen, Duan, Lu, Cui (2017) "Exploring the Influence of Attitudes to Walking and Cycling on Commute Mode Choice Using a Hybrid Choice Model" (Discrete choice, Hybrid choice) (LCM)
Dr. Paulus T. Aditjandra, Professor Corinne A. Mulley, Professor John D. Nelson (2010) "Neighbourhood design impact on travel behavior: A comparison of US and UK experience" (linear regression) (AR)
Efthymiou and Antoniou (2017) "Understanding the effects of economic crisis on public transport users' satisfaction and demand" (integrated choice and latent variable) (MWC)
Efthymiou, Kaziales, Antoniou, and Tyrinopoulos (2014) "Measuring the effects of economic crisis on users' perceptions of public transport quality" (integrated choice and latent variable, ordered logit, Ordered logit, nan) (MWC)
Elias, Shiftan (2012) "The influence of individual's risk perception and attitudes on travel behavior" (Binary logit) (LCM)
Emma J Adams , Anna Goodman, Shannon Sahlqvist, Fiona C Bull, David Ogilvie (2013) "Correlates of walking and cycling for transport and recreation: factor structure, reliability and behavioural associations of the perceptions of the environment in the neighbourhood scale (PENS)" (nan) (NAH)
Etminani-Ghasrodashti R., Paydar M., and Ardeshiri A. (2018) "Recreational cycling in a coastal city: Investigating lifestyle, attitudes and built environment in cycling behavior" (ordered probit) (AR)
Etminani-Ghasrodashti, Ardeshiri (2015) "Modeling travel behavior by the structural relationships between lifestyle, built environment and non-working trips" (structural equation model) (LCM)
Ettema, Nieuwenhuis (2017) "Residential self-selection and travel behaviour: What are the effects of attitudes, reasons for location choice and the built environment?" (poisson) (LCM)
Fernández-Heredia, Jara-Díaz Monzón (2016) "Modelling bicycle use intention: the role of perceptions" (Logit, Hybrid) (LCM)
Frank, Kershaw, Chapman, Campbell, Swinkels (2015) "The unmet demand for walkability: Disparities between preferences and actual choices for residential environments in Toronto and Vancouver" (logistic regression, linear regression) (LCM)
Frank, Saelens, Powell, and Chapman (2007) "Stepping towards causation: Do built environments or neighborhood and travel preferences explain physical activity, driving, and obesity?" (logistic regression, linear regression) (AR)
Gabrhel (2019) "Feeling like cycling? Psychological factors related to cycling as a mode choice" (Multinomial logit) (LCM)
Gao, J., Ettema, D., Helbich, M., Kamphuis, C.B.M. (2019) "Travel mode attitudes, urban context, and demographics: do they interact differently for bicycle commuting and cycling for other purposes?" (Binary logit, Tobit regression) (LCM)
Geng, Long, Chen, Yue, Li, Li (2017) "Exploring multiple motivations on urban residents' travel mode choices: An empirical study from Jiangsu Province in China" (Multinomial logistic regression) (LCM)
Ghasri, Ardeshiri, Rashidi (2019) "Perception towards electric vehicles and the impact on consumers’ preference" (HCM) (LCM)
Giles-Corti, Bull, Knuiman, McCormack, Van Niel, Timperio, Christian, Foster, Divitini, Middleton, Boruff (2013) "The influence of urban design on neighbourhood walking following residential relocation: Longitudinal results from the RESIDE study" (Generalized linear mixed model) (LCM)
Glerum, Atasoy, Bierlaire (2014) "Using semi-open questions to integrate perceptions in choice models" (Logit, HCM) (LCM)
Glerum, Stankovikj, Bierlaire (2014) "Forecasting the demand for electric vehicles: Accounting for attitudes and perceptions" (Hybrid choice model, Logit model, Latent variable model) (LCM)
Golob, Hensher (1998) "Greenhouse gas emissions and Australian commuters' attitudes and behavior concerning abatement policies and personal involvement" (structural equation model) (LCM)
Guan, Wang (2019) "Residential self-selection in the built environment-travel behavior connection: Whose self-selection?" (structural equation model) (LCM)
Gulsah Akar, Kelly J. Clifton (2009) "Influence of Individual Perceptions and Bicycle Infrastructure on Decision to Bike" (Discrete Choice) (NAH)
Habib, Kattan, Islam (2011) "Model of personal attitudes towards transit service quality" (Integrated choice and latent variable) (LCM/MWC)
Habib, Zaman (2012) "Effects of incorporating latent and attitudinal information in mode choice models" (Hybrid choice, MNL) (LCM)
Handy, Cao, and Mokhatarian (2005) "Correlation or causality between the built environment and travel behavior? Evidence from Northern California" (ordered probit, least squares regression) (LCM)
Haustein, Jensen (2018) "Factors of electric vehicle adoption: A comparison of conventional and electric car users based on an extended theory of planned behavior" (Linear regression) (LCM)
He, Thøgersen (2017) "The impact of attitudes and perceptions on travel mode choice and car ownership in a Chinese megacity: The case of Guangzhou" (Logistic regression, structural equation model) (LCM)
He, Xiuhong; Zhan, Wenjie; Hu, Yingying (2018) "Consumer purchase intention of electric vehicles in China: The roles of perception and personality" (structural equation model) (LCM)
Henrik Becker , Allister Loder, Basil Schmid, Kay W. Axhausen (2017) "Modeling car-sharing membership as a mobility tool: A multivariate Probit approach with latent variables" (Multivariate probit) (NAH)
Ho, Yamamoto (2014) "The role of attitudes and public transport service on vehicle ownership in Ho Chi minh, Vietnam" (Generalized nested logit) (LCM)
Hong Tan Van, Kasem Choocharukul, Satoshi Fujii (2014) "The effect of attitudes toward cars and public transportation on behavioral intention in commuting mode choice—A comparison across six Asian countries" (multinomial logit) (AR)
Hu, Zhao, and Wang (2015) "Impact of perceptons of bus service performance on mode choice preference" (multinomial logit, structural equation model) (MWC)
Huang, Xiangqian; Ge, Jianping (2019) "Electric vehicle development in Beijing: An analysis of consumer purchase intention" (structural equation model) (LCM)
Jensen, Cherchi, Mabit (2013) "On the stability of preferences and attitudes before and after experiencing an electric vehicle" (Hybrid choice) (LCM)
Jesper Bláfoss Ingvardson, Otto Anker Nielsen (2019) "The relationship between norms, satisfaction and public transport use: A comparison across six European cities using structural equation modelling" (structural equation model) (SH)
Jesus Barajas (2019) "Perceptions, People, and Places: Influences on Cycling for Latino Immigrants and Implications for Equity" (structural equation model) (AR)
Jonas De Vos, Patricia L. Mokhtarian, Tim Schwanen, Veronique Van Acker, Frank Witlox (2016) "Travel mode choice and travel satisfaction: bridging the gap between decision utility and experienced utility" (Linear regression) (KB)
Jonas De Vos, Dick Ettema, Frank Witlox (2018) "Changing travel behaviour and attitudes following a residential relocation" (multinomial, multinomial logit) (AR)
João de Abreu e Silva (2014) "Spatial self-selection in land-use–travel behavior interactions: Accounting simultaneously for attitudes and socioeconomic characteristics" (structural equation model) (AR)
Kamruzzaman, Baker, Turrell (2015) "Do dissonants in transit oriented development adjust commuting travel behaviour?" (binary logit) (LCM)
Kamruzzaman, M., Shatu, F.M., Hine, J. Turrell, G. (2015) "Commuting mode choice in transit oriented development: Disentangling the effects of competitive neighbourhoods, travel attitudes, and self-selection" (binary logit) (AR)
Kamruzzaman, M.; Washington, S.; Baker, D.; Brown, W.; Giles-Corti, B.; Turrell, G. (2016) "Built environment impacts on walking for transport in Brisbane, Australia" (Zero-inflated negative binomial regression model (NBRM), OLS) (DS)
Kamruzzaman, Md., Baker, Douglas, Washington, Simon, & Turrell, Gavin (2016) "Determinants of residential dissonance: Implications for transit-oriented development in Brisbane" (binary logit) (AR)
Kaplan, S., de Abreu e Silva, J., Di Commo (2014) "The relationship between young people's transit use and their perceptions of equity concepts in transit service provision" (structural equation model) (LCM)
Kaveh Bakhsh Kelarestaghi, Alireza Ermagun, Kevin P. Heaslip (2019) "Cycling usage and frequency determinants in college campuses" (structural equation model) (DS/MWC)
Kim, Ko, Park (2015) "Factors affecting electric vehicle sharing program participants' attitudes about car ownership and program participation" (ordered probit) (LCM)
Kim, Mokhtarian (2018) "Taste heterogeneity as an alternative form of endogeneity bias: Investigating the attitude-moderated effects of built environment and socio-demographics on vehicle ownership using latent class modeling" (Deterministically segmented choice model, MNL, Latent class model) (LCM)
Kim, Rasouli, Timmermans (2014) "Expanding scope of hybrid choice models allowing for mixture of social influences and latent attitudes: Application to intended purchase of electric cars" (Hybrid choice model) (LCM)
Kim, Rasouli, and Timmermans (2017) "The effects of activity-travel context and individual attitudes on car-sharing decisions under travel time uncertainty: A hybrid choice modeling approach" (integrated choice and latent variable) (MWC)
Kitamura, Mokhtarian, Laidet (1997) "A micro-analysis of land use and travel in five neighborhoods in the San Francisco Bay Area" (linear regression) (MWC)
Koppelman and Lyon (1981) "Attitudinal Analysis of Work/School Travel" (logit) (NAH)
Kroesen (2019) "Residential self-selection and the reverse causation hypothesis: Assessing the endogeneity of stated reasons for residential choice" (LCM) (LCM)
Kumar, Sekhar, Parida (2018) "Residential dissonance in TOD neighborhoods" (Binary Logit, multinominal logit) (AR)
Kuppam, Pendyala, Rahman (1999) "Analysis of the role of traveler attitudes and perceptions in explaining mode-choice behavior" (multinomial logit) (LCM)
La Paix Puello and Geurs (2015) "Modelling observed and unobserved factors in cycling to railway stations: application to transit-oriented-developments in the Netherlands" (Integrated choice and latent variable, Binary logit) (MWC)
La Paix Puello and Geurs (2016) "Integration of unobserved effects in generalised transport access costs of cycling to railway stations" (Integrated choice and latent variable, Binary logit) (MWC)
Lee (2007) "Environment and Active Living: The Roles of Health Risk and Economic Factors" (structural equation model) (MWC)
Lee (2013) "Perceived Neighborhood Environment and Transit Use in Low-Income Populations" (Ordinal logit) (LCM)
Lee, Circella, Mokhtarian, and Guhathakurta (2019) "Heterogeneous residential preferences among millennials and members of generation X in California: A latent-class approach" (Latent class choice model) (MWC)
Lin, T., Wang, D., Guan, X. (2017) "The built environment, travel attitude, and travel behavior: Residential self-selection or residential determination?" (structural equation model) (LCM)
Liu, Y; Ouyang, Z; Cheng, P (2019) "Predicting consumers’ adoption of electric vehicles during the city smog crisis: An application of the protective action decision model" (Linear regression) (LCM)
Lois, Moriano, Rondinella (2015) "Cycle commuting intention: A model based on theory of planned behaviour and social identity" (Logistic regression) (LCM)
Ma, L., Dill, J., Mohr, C. (2014) "The objective versus the perceived environment: what matters for bicycling?" (structural equation model) (LCM)
Mabit, Cherchi, Jensen, Jordal-Jørgensen (2015) "The effect of attitudes on reference-dependent preferences: Estimation and validation for the case of alternative-fuel vehicles" (HCM, MNL) (LCM)
Maldonado-Hinarejos, Sivakumar, Polak (2014) "Exploring the role of individual attitudes and perceptions in predicting the demand for cycling: a hybrid choice modelling approach" (Multinomial logit) (LCM)
Maya Abou-Zeid , Moshe Ben-Akiva , Michel Bierlaire , Charisma Choudhury , Stephane Hess (2010) "Attitudes and value of time heterogeneity" (multinomial logit, integrated choice and latent variable) (MWC)
Md. Kamruzzaman, Douglas Baker, Simon Washington , Gavin Turrell (2013) "Residential dissonance and mode choice" (multinomial logit) (AR)
Meghna Verma, M. Manoj, Ashish Verma (2016) "Analysis of the influences of attitudinal factors on car ownership decisions among urban young adults in a developing country like India" (structural equation model) (NAH)
Mehdizadeh, Zavareh, Nordfjaern (2019) "Mono- and multimodal green transport use on university trips during winter and summer: Hybrid choice models on the norm-activation theory" (Hybrid choice model) (LCM)
Meng Zhou, Donggen Wang (2019) "Generational differences in attitudes towards car, car ownership and car use in Beijing" (structural equation model) (NAH)
Mireia Gascon, Thomas Götschi, Audrey de Nazelle, Esther Gracia, Albert Ambròs, Sandra Márquez, Oriol Marquet, Ione Avila-Palencia, Christian Brand, Francesco Iacorossi, Elisabeth Raser, Mailin Gaupp-Berghausen, Evi Dons, Michelle Laeremans, Sonja Kahlmeier, Julian Sánchez, Regine Gerike, Esther Anaya-Boig, Luc Int Panis, and Mark Nieuwenhuijsen (2019) "Correlates of Walking for Travel in Seven European Cities: The PASTA Project" (Negative binomial regression analysis., nan) (NAH)
Moataz Mohamed, Christopher D. Higgins, Mark Ferguson, Weeberb J. Réquia (2018) "The influence of vehicle body type in shaping behavioural intention to acquire electric vehicles: A multi-group structural equation approach" (structural equation model) (SH)
Mohamed, M.; Higgins, C.; Ferguson, M.; Kanaroglou, P. (2016) "Identifying and characterizing potential electric vehicle adopters in Canada: A two-stage modelling approach" (structural equation model) (LCM)
Mokhtarian, Saloman (1997) "Modeling the desire to telecommute: The importance of attitudinal factors in behavioral models" (binary logit) (LCM)
Mokhtarian, Salomon, and Redmond (2001) "Understanding the demand for travel: it's not purely 'derived'" (linear regression, Linear regression) (MWC)
Molin, Mokhtarian, and Kroesen (2016) "Multimodal travel groups and attitudes: A latent class cluster analysis of Dutch travelers" (Latent class cluster analysis) (MWC)
Molina-García, J., Castillo, I., Salllis,J.F. (2010) "Psychosocial and environmental correlates of active commuting for university students" (structural equation model) (LCM)
Moody and Zhao (2019) "Car pride and its bidirectional relations with car ownership: Case studies in New York City and Houston" (structural equation model) (MWC)
Namgung, Mi and Akar, Gulsah (2015) "Influences of Neighborhood Characteristics and Personal Attitudes on University Commuters’ Public Transit Use" (binary logit) (AR)
Namgung, Mi and Hee-Jung Jun (2019) "The influence of attitudes on university bicycle commuting: Considering bicycling experience levels" (binary logit) (AR)
Nie, Wang, Guo, Shen (2018) "Examining Shanghai consumer preferences for electric vehicles and their attributes" (Logit regression, MNL) (LCM)
Noland, R.B. and Dipetrillo, S. (2015) "Transit-oriented development and the frequency of modal use" (structural equation model) (AR)
Olaru, Smith, Taplin (2011) "Residential location and transit-oriented development in a new rail corridor" (LCM) (LCM)
Olde Kalter, La Paix Puello, Geurs (2020) "Do changes in travellers’ attitudes towards car use and ownership over time affect travel mode choice? A latent transition approach in the Netherlands" (Latent transition model) (LCM)
Outwater, Spitz, Lobb, Campbell, Sana, Pendyala, Woodford (2011) "Characteristics of premium transit services that affect mode choice" (Nested logit choice model) (LCM)
Panter, Ogilvie (2015) "Theorising and testing environmental pathways to behaviour change: Natural experimental study of the perception and use of new infrastructure to promote walking and cycling in local communities" (Logistic regression, Linear regression) (LCM)
Paulssen, Temme, Vij, and Walker (2014) "Values, attitudes and travel behavior: a hierarchical latent variable mixed logit model of travel mode choice" (integrated choice and latent variable) (MWC)
Polotis, I., Papaioannou, P., Basbas, S. (2012) "Integrated Choice and Latent Variable Models for evaluating Flexible Transport Mode choice" (ICLV) (LCM)
Ramezani, Pizzo, Deakin (2018) "An integrated assessment of factors affecting modal choice: towards a better understanding of the causal effects of built environment" (Multinomial logit) (LCM)
Ramos, Bergstad, Nässén (2020) "Understanding daily car use: Driving habits, motives, attitudes, and norms across trip purposes" (Proportional odds logistic regression, Linear regression) (LCM and MWC)
Reid Ewing, Shima Hamidi, James B Grace (2016) "Compact development and VMT-Environmental determinism, self-selection, or some of both?" (structural equation model) (NAH)
Roberts, Popli, Harris (2018) "Do environmental concerns affect commuting choices?: hybrid choice modelling with household survey data" (Hybrid choice model) (LCM)
Sajjakaj Jomnonkwao, Onanong Sangphong, Buratin Khampirat, Siradol Siridhara, Vatanavongs Ratanavaraha (2016) "Public transport promotion policy on campus: evidence from Suranaree University in Thailand" (structural equation model) (SH)
Salvá, Sierra, Alanis, Kaplan, and Prato (2015) "Role of social climate in transit use by young adults to work and leisure activities: Evidence from Colombia and Mexico" (structural equation model) (MWC)
Sangho Choo, Patricia L. Mokhtarian (2003) "What type of vehicle do people drive? The role of attitude and lifestyle in influencing vehicle type choice" (multinomial logit) (nan)
Sangkapichai, Saphores (2009) "Why are Californians interested in hybrid cars?" (Heteroskedastic ordered logit, Ordered logit) (LCM)
Sarkar, Mallikarjuna (2018) "Effect of perception and attitudinal variables on mode choice behavior: A case study of Indian city, Agartala" (ICLV, Multinomial logit) (LCM)
Scheiner, Holz-Rau (2007) "Travel mode choice: Affected by objective or subjective determinants?" (structural equation model) (LCM)
Scheiner, J. (2010) "Social inequalities in travel behaviour: Trip distances in the context of residential self-selection and lifestyles" (structural equation model) (LCM)
Schwanen, Mokhtarian (2005) "What affects commute mode choice: Neighborhood physical structure or preferences toward neighborhoods?" (MNL) (LCM)
Schwanen, Tim and Mokhtarian, Patricia L. (2005) "What if you live in the wrong neighborhood? The impact of residential neighborhood type dissonance on distance traveled" (Tobit regression) (AR)
Schwanen, Tim and Mokhtarian, Patricia L. (2007) "Attitudes toward travel and land use and choice of residential neighborhood type: Evidence from the San Francisco bay area" (binary logit, Nested Logit) (AR)
Shirgaokar, Nurul Habib (2018) "How does the inclination to bicycle sway the decision to ride in warm and winter seasons?" (Hybrid choice model) (LCM)
Soto, Cantillo, Arellana (2018) "Incentivizing alternative fuel vehicles: the influence of transport policies, attitudes and perceptions" (Structural model, HCM, MNL) (LCM)
Sottile, Sanjust di Teulada, Meloni, Cherchi (2019) "Estimation and validation of hybrid choice models to identify the role of perception in the choice to cycle" (Hybrid choice model) (LCM)
Temme, Paulssen, Dannewald (2008) "Incorporating Latent Variables into Discrete Choice Models — A Simultaneous Estimation Approach Using SEM Software" (ICLV, MNL) (LCM)
Thomas Klinger, Martin Lanzendorf (2016) "Moving between mobility cultures: what affects the travel behavior of new residents?" (linear regression) (SH)
Tingting Wang, Cynthia Chen (2012) "Attitudes, mode switching behavior, and the built environment: A longitudinal study in the Puget Sound Region" (structural equation model) (KB)
Tsouros, Polydoropoulou (2020) "Who will buy alternative fueled or automated vehicles: A modular, behavioral modeling approach" (HCM) (LCM)
Van Acker (2015) "Defining, Measuring, and Using the Lifestyle Concept in Modal Choice Research" (Logistic regression) (LCM)
Verma, Rahul, Vinayak, Verma (2018) "Influence of childhood and adulthood attitudinal perceptions on bicycle usage in the Bangalore city" (Logistic regression) (LCM)
Veronique Van Acker, Patricia L. Mokhtarian, Frank Witlox (2014) "Car availability explained by the structural relationships between lifestyles, residential location, and underlying residential and travel attitudes" (structural equation model) (DS/MWC)
Vredin Johansson, Heldt, Johansson (2006) "The effects of attitudes and personality traits on mode choice" (Multinomial probit) (LCM)
Wolday, Cao, Næss (2018) "Examining factors that keep residents with high transit preference away from transit-rich zones and associated behavior outcomes" (Binary logit) (LCM)
Wolday, Næss, Cao (2019) "Travel-based residential self-selection: A qualitatively improved understanding from Norway" (Binary logistic regression) (LCM)
Xia, Zhang, Braunack-Mayer, Crabb (2017) "Public attitudes toward encouraging sustainable transportation: An Australian case study" (Multivariate logistic regresison) (LCM)
Xinyu Cao, Patricia L. Mokhtarian, Susan L. Handy (2007) "Do changes in neighborhood characteristics lead to changes in travel behavior? A structural equations modeling approach" (structural equation model) (SH)
Xu, Y.; Zhang, W.; Bao, H.; Zhang, S.; Xiang, Y. (2019) "A SEM–Neural Network Approach to Predict Customers’ Intention to Purchase Battery Electric Vehicles in China’s Zhejiang Province" (structural equation model) (LCM)
Yacan Wang, Matthew A. Douglas, Benjamin Thomas Hazen, Martin Dresner (2018) "Be green and clearly be seen: How consumer values and attitudes affect adoption of bicycle sharing" (linear regression) (DS)
Yasasvi Popuri, Kimon Proussaloglou, Cemal Ayvalik, Frank Koppelman, Aimee Lee (2011) "Importance of traveler attitudes in the choice of public transportation to work: findings from the Regional Transportation Authority Attitudinal Survey" (binary logit) (SH)
Yazdanpanah, Hadji Hosseunlou (2017) "The impact of perception toward the built environment in airport access mode choice using hybrid choice modeling" (Hybrid choice model) (LCM/MWC)
Ye, Titheridge (2017) "Satisfaction with the commute: The role of travel mode choice, built environment and attitudes" (structural equation model) (LCM)
Yibin Ao, Dujuan Yang, Chuan Chen, Yan Wang (2019) "Effects of rural built environment on travel-related CO 2 emissions considering travel attitudes" (structural equation model) (NAH)
Yujin Park, Gulsah Akar (2019) "Understanding the effects of individual attitudes, perceptions, and residential neighborhood types on university commuters’ bicycling decisions" (Binary probit) (AR)
Zhao, Nielsen, Olafsson, Carstensen, Fertner (2018) "Cycling environmental perception in Beijing – A study of residents’ attitudes towards future cycling and car purchasing" (multinomial logistic regression) (LCM)
van Acker, Mokhtarian, Witlox (2011) "Going soft: On how subjective variables explain modal choices for leisure travel" (structural equation model) (LCM)
Şimşekoğlu, Nordfjærn b, and Rundmo (2015) "The role of attitudes, transport priorities, and car use habit for travel mode use and intentions to use public transportation in an urban Norwegian public" (Logistic regression, structural equation model) (MWC)

The Attitudes and Travel Database is produced with support from the Center for Teaching Old Models New Tricks at Arizona State University, a University Transportation Center sponsored by the US Department of Transportation through Grant No. 69A3551747116.