2012 IATBR Conference

INTERNATIONAL ASSOCIATION

FOR TRAVEL BEHAVIOUR RESEARCH

TORONTO13TH CONFERENCE

JULY 15-20, 2012

IATBR

A Welcome Message from the IATBR Co-Chairs

It is our great pleasure and honour, as Co-Chairs of IATBR, to welcome everyone to the 13th International Conference on Travel Behaviour Research here in Toronto. We have come a long way indeed, from 1973, when our predecessors started a dialogue concerning the development of more behavioural models of travel demand to better address the new and challenging transport policy issues brought about by factors such as economic growth, the oil crises and new technology. Several conferences were organised in the 1970’s and early 1980’s, leading to the creation of IATBR as an organization dedicated to promoting travel behaviour research at the international level and to the establishment of the triennial conference, commencing with the �ifth at Aix-en-Provence, France in 1987, as the leading specialised meeting in this �ield.

So, nearly 40 years have passed in which the travel behaviour research �ield has matured a great deal. For example, discrete choice models were just being promoted as a revolutionary approach in 1973 and are now routinely applied to a broad range of cases, in both research and practice, with still increasing sophistication. Activity-based models, which were not more than an idea in the minds of a few visionary academics then, are today being implemented as operational models in several urban regions worldwide. Finally, the scope of the travel behaviour research discourse has widened dramatically over the years, to include freight demand, driver behaviour, land use modelling, micro modelling with panels, social networks and social interactions, travel behaviour survey methodology, environmental modelling, qualitative research methods including the incorporation of attitudinal data in hybrid choice models with latent variables, and much more.

Our organization has not only grown with the �ield, but (and we concur with previous assessments made by previous Chairs) it has contributed substantially to the �ield’s growth and maturity. Each International Conference has represented a milestone with respect to advances in research and their application in practice; many of the papers presented are still consulted and lovingly kept in our libraries. We have succeeded in carrying on with the task that our pioneers begun in 1973, of articulating current and emerging policy needs of the transport �ield, and in setting the research agenda for the next generations. We have no doubts that this Toronto conference will continue with this tradition. The organizers have assembled a program which is both exciting and challenging, and the setting is one of the most beautiful cities in a much admired country. I look forward to these next few days, where we will meet, discuss, learn and share knowledge and experience, in what I am sure will be – once more – the “biggest and best” IATBR Conference yet. I am certain that you will all enjoy it and will take back home a renewed enthusiasm for our challenging, dynamic and important research �ield.

With best regards,

Juan de Dios OrtúzarProfessor, Department of Transport Engineering and Logistics,Ponti�icia Universidad Católica de Chile

Harry TimmermansProfessor, Department of Architecture, Building and PlanningTechnical University of Eindhoven

2

A Welcome Message from the IATBR Co-Chairs

It is our great pleasure and honour, as Co-Chairs of IATBR, to welcome everyone to the 13th International Conference on Travel Behaviour Research here in Toronto. We have come a long way indeed, from 1973, when our predecessors started a dialogue concerning the development of more behavioural models of travel demand to better address the new and challenging transport policy issues brought about by factors such as economic growth, the oil crises and new technology. Several conferences were organised in the 1970’s and early 1980’s, leading to the creation of IATBR as an organization dedicated to promoting travel behaviour research at the international level and to the establishment of the triennial conference, commencing with the �ifth at Aix-en-Provence, France in 1987, as the leading specialised meeting in this �ield.

So, nearly 40 years have passed in which the travel behaviour research �ield has matured a great deal. For example, discrete choice models were just being promoted as a revolutionary approach in 1973 and are now routinely applied to a broad range of cases, in both research and practice, with still increasing sophistication. Activity-based models, which were not more than an idea in the minds of a few visionary academics then, are today being implemented as operational models in several urban regions worldwide. Finally, the scope of the travel behaviour research discourse has widened dramatically over the years, to include freight demand, driver behaviour, land use modelling, micro modelling with panels, social networks and social interactions, travel behaviour survey methodology, environmental modelling, qualitative research methods including the incorporation of attitudinal data in hybrid choice models with latent variables, and much more.

Our organization has not only grown with the �ield, but (and we concur with previous assessments made by previous Chairs) it has contributed substantially to the �ield’s growth and maturity. Each International Conference has represented a milestone with respect to advances in research and their application in practice; many of the papers presented are still consulted and lovingly kept in our libraries. We have succeeded in carrying on with the task that our pioneers begun in 1973, of articulating current and emerging policy needs of the transport �ield, and in setting the research agenda for the next generations. We have no doubts that this Toronto conference will continue with this tradition. The organizers have assembled a program which is both exciting and challenging, and the setting is one of the most beautiful cities in a much admired country. I look forward to these next few days, where we will meet, discuss, learn and share knowledge and experience, in what I am sure will be – once more – the “biggest and best” IATBR Conference yet. I am certain that you will all enjoy it and will take back home a renewed enthusiasm for our challenging, dynamic and important research �ield.

With best regards,

Juan de Dios OrtúzarProfessor, Department of Transport Engineering and Logistics,Ponti�icia Universidad Católica de Chile

Harry TimmermansProfessor, Department of Architecture, Building and PlanningTechnical University of Eindhoven

2012 IATBR Conference

A Welcome Message from the Conference Co-Chairs

Dear Friends and Colleagues:

It is our great pleasure to bring IATBR back to North America for the �irst time in 15 years, and, for a second time in the history of the conference, to Canada. We welcome you to Toronto, Canada’s largest and most diverse city, capital of the Province of Ontario, and Canada’s �inancial and entertainment centre.

The Toronto conference will be the largest in IATBR history, with over 250 attendees and 220 papers presented in 59 paper sessions. While the size of this year’s conference has meant that we had to scale back the time we can allot to workshops, we nevertheless hope that you �ind the workshops both stimulating and fun – we are trying a few new things this year that we hope you will enjoy. Overall, we are con�ident that the Toronto conference will live up to the high standard that previous conferences have achieved in terms of academic excellence and advancing the travel behaviour state of the art.

We also hope that you will �ind time to get outside of the conference hotel and enjoy the many sights and experiences that Toronto has to offer. Whether it is �ine dining, theatre, music, museums, shopping, professional sports or just taking a ferry to Central Island and walking in the park, Toronto has much to offer to one and all. We are very proud of our city and are looking forward to showing it off to you over the course of this week. Exceptionally cosmopolitan, Toronto is also a very friendly, liveable city. The streets are lively and safe to walk day or night, and the transit system is ef�icient and reliable, so please do get out and enjoy!

So, welcome to the 13th IATBR conference and to the City of Toronto!

With best wishes,

Eric J. Miller, Ph.D.Professor, Department of Civil EngineeringUniversity of Toronto

Pavlos Kanaroglou, Ph.D.Professor, School of Geography and GeologyMcMaster University

3

About the Plenary Speakers

Frank Koppelman is Professor Emeritus of Civil Engineering and Transportation at Northwestern University. He has almost forty years of experience in the development and application of models of traveler behavior and traveler satisfaction with existing or proposed transportation services. During his tenure at NU, he taught Travel Demand Analysis and Forecasting and Introduction to Transportation Planning for over thirty years. He also led the development of a wide range of travel modeling programs used to evaluate local, regional and inter-regional transportation services and to design services that would meet travel needs and desires. His work has been widely applied, by himself and others, to the planning, analysis and evaluation activities of much metropolitan, state, regional and inter-regional transportation planning agencies. Koppelman has designed, applied and interpreted data collected from surveys of current and likely future traveler behavior as well as performance ratings and satisfaction with existing and proposed transport services. Koppelman served as Associate Editor of Transportation Research-B for ten years, as Chairman of the TRB Committee on Travel Demand and Forecasting for over �ive years and was awarded the �irst Lifetime Achievement Award of the International Association for Traveler Behavior Research in 2003 in recognition of his research and his training of graduate students who have gone on to become leaders in both academia and planning practice.

Christopher Kennedy is a Professor in the Department of Civil Engineering at the University of Toronto, where he teaches courses in Infrastructure Economics, Engineering Ecology, and the Design of Infrastructure for Sustainable Cities. He is currently on secondment to the OECD in Paris, working on Cities, Green Growth and Policies for Encouraging Investment in Low Carbon Infrastructure. He has also served as a consultant or advisor to the Ontario Ministry of Finance, Infrastructure Canada, Clinton Climate Initiative, C40, California Energy Commission, US National Science Foundation, UNEP, UN-HABITAT and the World Bank. Amongst Chris’ publications are studies of urban metabolism, greenhouse gas emissions from global cities and processes for developing sustainable urban transportation systems. His wider work includes contributions to probability theory, regional economics and engineering education. He has been a visiting scholar at Oxford University, ETH Zürich and UFZ Leipzig. His book The Evolution of Great World Cities: Urban Wealth and Economic Growth was published by University of Toronto Press in August 2011.

4

About the Plenary Speakers

Frank Koppelman is Professor Emeritus of Civil Engineering and Transportation at Northwestern University. He has almost forty years of experience in the development and application of models of traveler behavior and traveler satisfaction with existing or proposed transportation services. During his tenure at NU, he taught Travel Demand Analysis and Forecasting and Introduction to Transportation Planning for over thirty years. He also led the development of a wide range of travel modeling programs used to evaluate local, regional and inter-regional transportation services and to design services that would meet travel needs and desires. His work has been widely applied, by himself and others, to the planning, analysis and evaluation activities of much metropolitan, state, regional and inter-regional transportation planning agencies. Koppelman has designed, applied and interpreted data collected from surveys of current and likely future traveler behavior as well as performance ratings and satisfaction with existing and proposed transport services. Koppelman served as Associate Editor of Transportation Research-B for ten years, as Chairman of the TRB Committee on Travel Demand and Forecasting for over �ive years and was awarded the �irst Lifetime Achievement Award of the International Association for Traveler Behavior Research in 2003 in recognition of his research and his training of graduate students who have gone on to become leaders in both academia and planning practice.

Christopher Kennedy is a Professor in the Department of Civil Engineering at the University of Toronto, where he teaches courses in Infrastructure Economics, Engineering Ecology, and the Design of Infrastructure for Sustainable Cities. He is currently on secondment to the OECD in Paris, working on Cities, Green Growth and Policies for Encouraging Investment in Low Carbon Infrastructure. He has also served as a consultant or advisor to the Ontario Ministry of Finance, Infrastructure Canada, Clinton Climate Initiative, C40, California Energy Commission, US National Science Foundation, UNEP, UN-HABITAT and the World Bank. Amongst Chris’ publications are studies of urban metabolism, greenhouse gas emissions from global cities and processes for developing sustainable urban transportation systems. His wider work includes contributions to probability theory, regional economics and engineering education. He has been a visiting scholar at Oxford University, ETH Zürich and UFZ Leipzig. His book The Evolution of Great World Cities: Urban Wealth and Economic Growth was published by University of Toronto Press in August 2011.

About IATBR:The International Associationfor Travel Behaviour Research

The International Association for Travel Behaviour Research (IATBR) is an international organization of scholars, researchers, practitioners, consultants, and public agency professionals dedicated to the advancement of travel behaviour research. The organization aims to serve as a forum that brings together professionals from a wide range of disciplines interested in the study of the factors that in�luence activity and travel choices of people and businesses, the formulation of new computational and analytical modeling methods and approaches for forecasting activity-travel demand, and the analysis of the land use and transportation impacts of a wide range of socio-economic, public policy, and modal scenarios. The association was established in the early 1970’s to facilitate the exchange of information among researchers around the world with a governing Executive Board re�lecting the international balance of interests in travel behaviour research.

The main activity of the association has been the organization of triennial conferences on travel behaviour research. Papers presented at the IATBR conferences are published in a series of conference books and in special issues of various journals. The Association meets annually in January at the Transportation Research Board Meeting in Washington, D.C. and occasionally at the European Transport Conference (formerly PTRC) in Europe. In addition, IATBR supports presentation sessions at other international transportation conferences (such as the World Conference on Transport Research) and organizes or co-sponsors smaller specialty conferences and workshops.

IATBR also sponsors two prestigious awards. The �irst is the Eric Pas Prize, which is awarded each year for the best doctoral dissertation completed that year. The second is the IATBR Lifetime Achievement Award, given once every three years at the triennial conference to an individual who has made sustained and valuable contributions to the �ield of travel behaviour research. Past recipients of the Lifetime Achievement Award are: Professor Frank Koppelman (2003), Professor Moshe Ben-Akiva (2006), Professor Ryuichi Kitamura (2006), and Professor David Hensher (2009).

CO-CHAIRS:Juan de Dios Ortuzar Ponti�icia Universidad Catolica de Chile, Chile

Harry TimmermansEindhoven University of Technology, The Netherlands

VICE CHAIR:

Yoram ShiftanTechnion, Israel

SECRETARY/TREASURER:Elisabetta CherchiTechnical University of Denmark, Denmark

IATBR 2012 CONFERENCE ORGANIZERS:Eric J. MillerUniversity of Toronto, Toronto, Canada

Pavlos KanaroglouMcMaster University, Hamilton, Canada

REGULAR BOARD MEMBERS:Ram M. PendyalaArizona State University, Arizona, USA Konstadinos G. GouliasUniversity of California, Santa Barbara, California, USA Stephane HessITS, University of Leeds, United Kingdom

Patricia L. MokhtarianUniversity of California at Davis, California, USA

Satoshi FujiiKyoto University, Kyoto, Japan Aruna SivakumarImperial College, London, United Kingdom

Executive Board

2012 IATBR Conference

5

Table of ContentsIn addition to the paper sessions there are 6 workshops devoted to themes topics. Each attendee should sign up for one (and only one) workshop. If you did not register for a workshop online prior to the conference, you may do so at the conference registration desk. Workshops will meet twice (Tuesday and Thursday afternoon), with presentation of workshop results in a Friday morning plenary session. Each workshop has one or two chairs and a rapporteur (who will take detailed notes, help assemble the workshop report and assist with workshop logistics).

Please see the detailed conference program for paper session and workshop schedules and locations. Maps of the Royal York Hotel and downtown Toronto are provided at the back of the program.

MEALS AND BREAKS

Breakfast and lunch are included in your conference registration for Monday-Friday (July 16-20), inclusive. All meals will be served in the Imperial Room.

Coffee/refreshment breaks will be served twice a day. Morning breaks will be 10:30-11:00am Monday-Friday inclusive. The afternoon breaks will be 3:00-3:30pm on Monday, Tuesday and Thursday. All breaks are served on the mezzanine level of the Royal York, just outside the Territories Room.

The conference Welcome Reception will be held 5:00-7:00pm on Sunday, July 15 in the Imperial Room, Royal York Hotel.

The conference Banquet will be held 4:30-9:00pm in the 360° Restaurant at the top of the CN Tower (www.cntower.ca). The reception will be 4:30-5:30 at Horizons, followed by dinner from 5:30-7:30 at 360°, on the level above. Your conference registration covers the reception, dinner and the elevator ride to the top of the tower. The CN Tower is an easy walk from the Royal York Hotel (see map at the end of the booklet). The 2011 Eric Pas Prize and 2012 Lifetime Achievement Award winners will be announced at the banquet at 7:30 at Horizons after dinner.

Delegates are on their own for dinner Monday, Tuesday and Wednesday (July 16-18) evenings.

WEDNESDAY AFTERNOON TOURS

In keeping with IATBR tradition, sessions will end early on Wednesday afternoon to provide an opportunity for attendees to see a bit of the city. Tours for the University of Toronto campus, and two downtown Toronto neighbourhoods are available. Please see page 21 for further details. You may sign up for tours at the registration desk up to 11:00am Wednesday, July 18. Accompanying persons are more than welcome to sign up for these tours as well.

Guides will be available to direct attendees to tour start locations. All tours will leave promptly at 1:30pm from the conference registration desk.

ACCOMPANYING PERSONS

Accompanying persons must wear a conference badge for entry to any conference event or tour. The accompanying person registration fee must have been paid for the person to attend the conference banquet. This fee also covers the Sunday welcome reception and the Wednesday afternoon tours, but it does not cover breakfasts and lunches (for which special arrangements can be made, if desired). Other than the Wednesday afternoon tours, no special arrangements have been made by the conference for accompanying persons. They may wish to consult conference and hotel staff for advice on activities, etc.

DRESS CODE

The dress code for the conference, including the Sunday Welcome Reception and the Thursday Conference Banquet is “business casual”. If people wish to “dress up” for the Banquet they are more than welcome to do so!

GUEST SERVICES AND CONTACTS FOR ASSISTANCE

Royal York Hotel Concierge (416) 860-5039Royal York Hotel Front Desk (416) 368-2511

City of Toronto Emergency Services 911Information Services 411

REGISTRATION

The Conference Registration Desk is located on the mezzanine level of the Royal York Hotel for majority of the week. The registration desk hours are as follows:

Outside the Imperial Room, Main Floor Sunday, July 15 2:00pm – 6:00pm

In the Territories Foyer, Mezzanine Level Monday, July 16 8:00am – 5:00pm Tuesday, July 17 8:00am – 5:00pm Wednesday, July 18 8:00am – 2:00pm Thursday, July 19 8:00am – 3:30pm Friday, July 20 8:00am – 1:00pm

Please contact the staff at the conference registration desk for any assistance with conference logistics or other issues.

Each delegate will receive a conference bag containing all conference materials, including: badge, program, conference proceedings CD, etc. Please ensure that your badge is worn at all times. The badge serves as the pass that grants entry to all session rooms, meals and breaks, and other conference events. All accompanying persons will also receive an of�icial conference badge.

It is also important that each person attending the Thursday night banquet bring with them their registration ticket for admission to the banquet.

GENERAL SESSION AND SPEAKER INFORMATION

All sessions will be held in the meeting rooms on the mezzanine level of the Royal York Hotel. Each session room is equipped with a laptop computer, LCD projector, screen. All session chairs and speakers should report to their session 15 minutes prior to the start of the session so that all presentations can be loaded onto the designated laptop. Switching of computers will not be permitted under any circumstances. Presentations may be brought to the session on a USB �lash drive or CD/DVD. Each session has a facilitator who will be responsible for the session logistics and audio-visual equipment.

General Conference Information

General Conference Information 6

Workshop Descriptions 8

Detailed Program 10

Program at a Glance 16

Description of Tours 21

List of Participants 22

Notes 27

Map of Royal York Main Mezzanine 30

Map of Downtown Toronto 31

6

In addition to the paper sessions there are 6 workshops devoted to themes topics. Each attendee should sign up for one (and only one) workshop. If you did not register for a workshop online prior to the conference, you may do so at the conference registration desk. Workshops will meet twice (Tuesday and Thursday afternoon), with presentation of workshop results in a Friday morning plenary session. Each workshop has one or two chairs and a rapporteur (who will take detailed notes, help assemble the workshop report and assist with workshop logistics).

Please see the detailed conference program for paper session and workshop schedules and locations. Maps of the Royal York Hotel and downtown Toronto are provided at the back of the program.

MEALS AND BREAKS

Breakfast and lunch are included in your conference registration for Monday-Friday (July 16-20), inclusive. All meals will be served in the Imperial Room.

Coffee/refreshment breaks will be served twice a day. Morning breaks will be 10:30-11:00am Monday-Friday inclusive. The afternoon breaks will be 3:00-3:30pm on Monday, Tuesday and Thursday. All breaks are served on the mezzanine level of the Royal York, just outside the Territories Room.

The conference Welcome Reception will be held 5:00-7:00pm on Sunday, July 15 in the Imperial Room, Royal York Hotel.

The conference Banquet will be held 4:30-9:00pm in the 360° Restaurant at the top of the CN Tower (www.cntower.ca). The reception will be 4:30-5:30 at Horizons, followed by dinner from 5:30-7:30 at 360°, on the level above. Your conference registration covers the reception, dinner and the elevator ride to the top of the tower. The CN Tower is an easy walk from the Royal York Hotel (see map at the end of the booklet). The 2011 Eric Pas Prize and 2012 Lifetime Achievement Award winners will be announced at the banquet at 7:30 at Horizons after dinner.

Delegates are on their own for dinner Monday, Tuesday and Wednesday (July 16-18) evenings.

WEDNESDAY AFTERNOON TOURS

In keeping with IATBR tradition, sessions will end early on Wednesday afternoon to provide an opportunity for attendees to see a bit of the city. Tours for the University of Toronto campus, and two downtown Toronto neighbourhoods are available. Please see page 21 for further details. You may sign up for tours at the registration desk up to 11:00am Wednesday, July 18. Accompanying persons are more than welcome to sign up for these tours as well.

Guides will be available to direct attendees to tour start locations. All tours will leave promptly at 1:30pm from the conference registration desk.

ACCOMPANYING PERSONS

Accompanying persons must wear a conference badge for entry to any conference event or tour. The accompanying person registration fee must have been paid for the person to attend the conference banquet. This fee also covers the Sunday welcome reception and the Wednesday afternoon tours, but it does not cover breakfasts and lunches (for which special arrangements can be made, if desired). Other than the Wednesday afternoon tours, no special arrangements have been made by the conference for accompanying persons. They may wish to consult conference and hotel staff for advice on activities, etc.

DRESS CODE

The dress code for the conference, including the Sunday Welcome Reception and the Thursday Conference Banquet is “business casual”. If people wish to “dress up” for the Banquet they are more than welcome to do so!

GUEST SERVICES AND CONTACTS FOR ASSISTANCE

Royal York Hotel Concierge (416) 860-5039Royal York Hotel Front Desk (416) 368-2511

City of Toronto Emergency Services 911Information Services 411

REGISTRATION

The Conference Registration Desk is located on the mezzanine level of the Royal York Hotel for majority of the week. The registration desk hours are as follows:

Outside the Imperial Room, Main Floor Sunday, July 15 2:00pm – 6:00pm

In the Territories Foyer, Mezzanine Level Monday, July 16 8:00am – 5:00pm Tuesday, July 17 8:00am – 5:00pm Wednesday, July 18 8:00am – 2:00pm Thursday, July 19 8:00am – 3:30pm Friday, July 20 8:00am – 1:00pm

Please contact the staff at the conference registration desk for any assistance with conference logistics or other issues.

Each delegate will receive a conference bag containing all conference materials, including: badge, program, conference proceedings CD, etc. Please ensure that your badge is worn at all times. The badge serves as the pass that grants entry to all session rooms, meals and breaks, and other conference events. All accompanying persons will also receive an of�icial conference badge.

It is also important that each person attending the Thursday night banquet bring with them their registration ticket for admission to the banquet.

GENERAL SESSION AND SPEAKER INFORMATION

All sessions will be held in the meeting rooms on the mezzanine level of the Royal York Hotel. Each session room is equipped with a laptop computer, LCD projector, screen. All session chairs and speakers should report to their session 15 minutes prior to the start of the session so that all presentations can be loaded onto the designated laptop. Switching of computers will not be permitted under any circumstances. Presentations may be brought to the session on a USB �lash drive or CD/DVD. Each session has a facilitator who will be responsible for the session logistics and audio-visual equipment.

7

Six workshops will be held during the conference. Brief workshop abstracts are listed below. The workshop schedule is:

Session 1: Tuesday, July 17, 3:30-5:00pmSession 2: Thursday, July 19, 1:30-3:00pmPlenary Session, Workshop Reports: Friday, July 20, 11:00-12:30

Each participant should sign up for one (and only one!) workshop. You may register at the conference registration desk up to noon on Tuesday at the conference. Space is limited to 40 participants per workshop, so please sign up early to ensure that you get into the workshop of your choice.

WORKSHOP W1: PHOTO-STORIES OF HARD-TO-MODEL TRAVEL BEHAVIOUR

Co-Chairs: Juan Antonio Carrasco& Catherine Morency

Although much progress has been made in the last forty years on modelling travel behaviour, we still face the challenge of understanding and forecasting a number of complex intertwined dimensions in daily life. In the same way as good models are those which are capable of “telling good stories”, photographs can capture visual and unspoken realms, helping us to identify key dimensions that need to be pursued in the modelling research agenda. With this motivation, the objective of this workshop is to identify and discuss hard to model travel behaviour using photographs. The format of the workshop is interactive, asking participants to bring their own visual material in order to build a collective story about some of our future modelling challenges in the �ield. This will involve going out “into the streets” to take photos of daily travel in Toronto, as well as possibly using photos that participants may have from other sources to weave interesting and challenging stories of travel behaviour to inspire new research investigations.

WORKSHOP 2:VISUALIZING TRAVEL BEHAVIOUR

Chair: Paul Salvini

Current and emerging models of travel behaviour provide researchers and practitioners with an abundance of complex spatiotemporal data. Given the nature of the underlying travel behaviours, extracting insights from these models requires the effective use of data visualization. A number of new and exciting tools and techniques for data visualization have emerged over the past decade. This workshop will provide: 1) an update on the current state of the art in travel behaviour modelling; 2) a look at 3D modelling and animation tools for use in simulation and visualization; 3) a discussion on the current and future needs for visualization research and development in this �ield; and 4) a discussion on the growing role of interaction in allowing travel behaviour researchers and practitioners to navigate directly through complex data sets and simulation models.

WORKSHOP W3: BEYOND THE FOUR-STEP MODEL: DEVELOPING CURRICULUM FOR ADVANCED TRAVEL

MODELLING

Chair: Ram Pendyala

Exciting advances in travel modelling have occurred in the recent past along multiple dimensions. New behavioural theories and paradigms have helped shape a whole new generation of activity-based travel models, microsimulation frameworks have made it possible to simulate activity-travel patterns at the level of the individual traveler, and time-sensitive network representation has led to the development of dynamic traf�ic assignment models. Advanced econometric formulations, computational algorithms, and numerical simulation approaches provide the ability estimate complex multi-dimensional behavioural models of activity-travel and location choices. Many of the advances that the �ield has witnessed are ready for prime time - and agencies worldwide are ready and interested to deploy these tools in their planning processes. However, many college and university curricula have not fully incorporated new methods and techniques into their programs of study, leading to a paucity of well-trained individuals who can help agencies make the transition to new methods and models. Workforce

development, education and training, and curriculum development are issues inevitably at the forefront of many initiatives to implement new model systems. Discussions at this workshop will focus on the nature and types of curricular and extra-curricular development activities that the profession can initiate to help enable the transition to and implementation of new advances in transport modelling. The workshop will take stock of recent education and training efforts worldwide, identify gaps and needs, and develop an agenda of action items to address this critical area of need.

WORKSHOP W4:SIMULATION FRAMEWORKS FOR INTEGRATED MODELLING

Co-Chairs: Joshua Auld & Kouros Mohammadian

The aim of the workshop is to provide an opportunity for researchers to discuss recent research results that can support a wide applicability of integrated transportation models, especially focusing on simulation frameworks of integrated models such as travel demand, land-use, and network supply integration. The topics covered by the workshop will range from theoretical conceptualizations and analyses of integrated models to applications and different aspects of software implementation, common problems and solutions, etc. that arise from the development of such models. We will discuss concepts of integrated models from both demand and supply perspectives (algorithms, requirements, etc.), their simulation frameworks and applications challenges (algorithm convergence, results analysis), and their software design (scope, communication, performance, interoperability, etc).

WORKSHOP W5:TRAVEL BEHAVIOUR INFORMATION CAFÉ

Co-Chair: Ahsan Habib & Martin Lee-Gosselin

This workshop will facilitate interactive and lively conversations about game changers in travel and activity patterns. Book a 25-minute, cafe-style dialogue with a ‘knowledge dealer’ (facilitator), drawn from the travel behaviour research community. The ‘knowledge dealer’ – by enabling the sharing of theories, stories, research and ideas – will spark an initial conversation

with you and several others on a key question or topical area that is related to expected game changers in transportation. You may hear ideas or questions such as: How technology might change how we plan our travel? What impact might different energy futures have? What if total individual carbon emissions from the use of both vehicles and buildings were to be regulated? How could changing demographics change travel behaviour? How might ‘mega-region(s)’ be evolving? What if most people in the outer suburbs were poor? What might happen to long distance travel? …and so on. From these conversations, a collective story will begin to emerge identifying game changers in travel behaviour. It is expected that the workshop will generate a set of research questions derived from collective thoughts, setting directions for future research.

WORKSHOP W6: LATENT REALITY:RECOGNIZING THE LIMITS OF OBSERVATION

Co-Chairs: Andrew Daly & Stephane Hess

Travel behaviour models represent choices as a function of attributes of available alternatives, measured characteristics of the decision maker, and estimated sensitivities. At the heart of these models has always been a realization that choices are also in�luenced by factors that are unobserved to the analyst, and this is accommodated through the error structure of the model, as well as additional random components relating to individual-speci�ic tastes that can only be captured up to a probability. What analysts generally fail to recognize is that the attributes of the alternatives and/or the decision maker are potentially not measured without error. In the worst case, they may be highly inaccurate and can also be missing for some respondents. The speci�ic circumstances of the choice process are thus only partly observed by the analyst. This workshop discusses ways of accommodating an analyst’s limited powers of observation through additional model components, parameterizing the measurement process rather than simply relying on the error structure of the model.

Description of Workshops

8

Six workshops will be held during the conference. Brief workshop abstracts are listed below. The workshop schedule is:

Session 1: Tuesday, July 17, 3:30-5:00pmSession 2: Thursday, July 19, 1:30-3:00pmPlenary Session, Workshop Reports: Friday, July 20, 11:00-12:30

Each participant should sign up for one (and only one!) workshop. You may register at the conference registration desk up to noon on Tuesday at the conference. Space is limited to 40 participants per workshop, so please sign up early to ensure that you get into the workshop of your choice.

WORKSHOP W1: PHOTO-STORIES OF HARD-TO-MODEL TRAVEL BEHAVIOUR

Co-Chairs: Juan Antonio Carrasco& Catherine Morency

Although much progress has been made in the last forty years on modelling travel behaviour, we still face the challenge of understanding and forecasting a number of complex intertwined dimensions in daily life. In the same way as good models are those which are capable of “telling good stories”, photographs can capture visual and unspoken realms, helping us to identify key dimensions that need to be pursued in the modelling research agenda. With this motivation, the objective of this workshop is to identify and discuss hard to model travel behaviour using photographs. The format of the workshop is interactive, asking participants to bring their own visual material in order to build a collective story about some of our future modelling challenges in the �ield. This will involve going out “into the streets” to take photos of daily travel in Toronto, as well as possibly using photos that participants may have from other sources to weave interesting and challenging stories of travel behaviour to inspire new research investigations.

WORKSHOP 2:VISUALIZING TRAVEL BEHAVIOUR

Chair: Paul Salvini

Current and emerging models of travel behaviour provide researchers and practitioners with an abundance of complex spatiotemporal data. Given the nature of the underlying travel behaviours, extracting insights from these models requires the effective use of data visualization. A number of new and exciting tools and techniques for data visualization have emerged over the past decade. This workshop will provide: 1) an update on the current state of the art in travel behaviour modelling; 2) a look at 3D modelling and animation tools for use in simulation and visualization; 3) a discussion on the current and future needs for visualization research and development in this �ield; and 4) a discussion on the growing role of interaction in allowing travel behaviour researchers and practitioners to navigate directly through complex data sets and simulation models.

WORKSHOP W3: BEYOND THE FOUR-STEP MODEL: DEVELOPING CURRICULUM FOR ADVANCED TRAVEL

MODELLING

Chair: Ram Pendyala

Exciting advances in travel modelling have occurred in the recent past along multiple dimensions. New behavioural theories and paradigms have helped shape a whole new generation of activity-based travel models, microsimulation frameworks have made it possible to simulate activity-travel patterns at the level of the individual traveler, and time-sensitive network representation has led to the development of dynamic traf�ic assignment models. Advanced econometric formulations, computational algorithms, and numerical simulation approaches provide the ability estimate complex multi-dimensional behavioural models of activity-travel and location choices. Many of the advances that the �ield has witnessed are ready for prime time - and agencies worldwide are ready and interested to deploy these tools in their planning processes. However, many college and university curricula have not fully incorporated new methods and techniques into their programs of study, leading to a paucity of well-trained individuals who can help agencies make the transition to new methods and models. Workforce

development, education and training, and curriculum development are issues inevitably at the forefront of many initiatives to implement new model systems. Discussions at this workshop will focus on the nature and types of curricular and extra-curricular development activities that the profession can initiate to help enable the transition to and implementation of new advances in transport modelling. The workshop will take stock of recent education and training efforts worldwide, identify gaps and needs, and develop an agenda of action items to address this critical area of need.

WORKSHOP W4:SIMULATION FRAMEWORKS FOR INTEGRATED MODELLING

Co-Chairs: Joshua Auld & Kouros Mohammadian

The aim of the workshop is to provide an opportunity for researchers to discuss recent research results that can support a wide applicability of integrated transportation models, especially focusing on simulation frameworks of integrated models such as travel demand, land-use, and network supply integration. The topics covered by the workshop will range from theoretical conceptualizations and analyses of integrated models to applications and different aspects of software implementation, common problems and solutions, etc. that arise from the development of such models. We will discuss concepts of integrated models from both demand and supply perspectives (algorithms, requirements, etc.), their simulation frameworks and applications challenges (algorithm convergence, results analysis), and their software design (scope, communication, performance, interoperability, etc).

WORKSHOP W5:TRAVEL BEHAVIOUR INFORMATION CAFÉ

Co-Chair: Ahsan Habib & Martin Lee-Gosselin

This workshop will facilitate interactive and lively conversations about game changers in travel and activity patterns. Book a 25-minute, cafe-style dialogue with a ‘knowledge dealer’ (facilitator), drawn from the travel behaviour research community. The ‘knowledge dealer’ – by enabling the sharing of theories, stories, research and ideas – will spark an initial conversation

with you and several others on a key question or topical area that is related to expected game changers in transportation. You may hear ideas or questions such as: How technology might change how we plan our travel? What impact might different energy futures have? What if total individual carbon emissions from the use of both vehicles and buildings were to be regulated? How could changing demographics change travel behaviour? How might ‘mega-region(s)’ be evolving? What if most people in the outer suburbs were poor? What might happen to long distance travel? …and so on. From these conversations, a collective story will begin to emerge identifying game changers in travel behaviour. It is expected that the workshop will generate a set of research questions derived from collective thoughts, setting directions for future research.

WORKSHOP W6: LATENT REALITY:RECOGNIZING THE LIMITS OF OBSERVATION

Co-Chairs: Andrew Daly & Stephane Hess

Travel behaviour models represent choices as a function of attributes of available alternatives, measured characteristics of the decision maker, and estimated sensitivities. At the heart of these models has always been a realization that choices are also in�luenced by factors that are unobserved to the analyst, and this is accommodated through the error structure of the model, as well as additional random components relating to individual-speci�ic tastes that can only be captured up to a probability. What analysts generally fail to recognize is that the attributes of the alternatives and/or the decision maker are potentially not measured without error. In the worst case, they may be highly inaccurate and can also be missing for some respondents. The speci�ic circumstances of the choice process are thus only partly observed by the analyst. This workshop discusses ways of accommodating an analyst’s limited powers of observation through additional model components, parameterizing the measurement process rather than simply relying on the error structure of the model.

9

MO

N 1

6

8:00 am9:00 am10:30 am11:00 am

12:30 pm

1:30 pm3:00 pm3:30 pm5:00 pm

Breakfast, Imperial Room

Opening Plenary Session

Coffee Break, Territories Foyer

Paper Sessions S1-S6

Lunch, Imperial Room

Coffee Break, Imperial Foyer


Paper Sesions S13-S18

End of day

11:00 - 12:30 pm

9:00 - 10:30 am Opening Plenary Session

Frank KoppelmanPeer Review Panels: Role, Responsibility and Conditions for Effectiveness

Christopher KennedyTransportation and the Evolution of Great World Cities

Paper Sessions S1-S6 S1: Travel Behaviour 1: Enjoyment Of Travel And HabitsRoom: Territories Chair: Darren Scott

Margareta Friman, Lars E. Olsson, Tommy Gärling, Dick Ettema & Satoshi FujiiA Happy Work Commute

Francis PaponTraveling to Reach Destination or for the Sake of it: A Typology of Trips After French National Travel Survey Data

Patricia L. Mokhtarian, Francis Papon, Matthieu Goulard & Marco DianaWhat Makes Travel Pleasant and/or Tiring? An Investigation Based on the French National Travel Survey

Srinath Ravulaparthy, Seo Youn Yoon & Konstadinos G. GouliasLinking Elderly Transport Mobility and Subjective Well-Being: A Multivariate Latent Modeling Approach

S2: Location And Destination Choice 1Room: Library Chair: Naveen Eluru

Bashirul Haque, Sayeeda Binte Ayaz & Charisma F. ChoudhuryA Combined Residential Location and Transport Mode Choice Model

Fabian Märki, David Charypar & Kay W. AxhausenLocation Choice in a Continuous Model

James Fox, Eric J. Miller, Andrew Daly & Stephane HessTemporal Transferability of Models of Mode-Destination Choice for the Greater Toronto and Hamilton Area

S3: Public Transport 1: Transit DemandRoom: York Chair: Ipek Sener

Andreas Neumann, Michel Balmer & Marcel RieserConverting a Static Macroscopic Model into a Dynamic Activity-Based Model for Analyzing Public Transport Demand in Berlin

Antonio Páez & Chandra R. BhatDemand for Para-Transit Services in the Hamilton CMA: A Spatial and Temporal Analysis

Corinne Mulley & Chi-Hong TsaiIdentifying Short-Run and Long-Run Public Transport Demand Change in Sydney: A Pseudo Panel Approach

Geoffrey T. Clifton & John M. RoseSensitivity Testing Of Inputs Into The Mohring Model: Examining The Sensitivity Of Patronage And Value Of Resources Consumed Estimates For Simulated Changes To A Simple Circular Bus Service From Changes To Parameter Inputs

S4: Intra-household interactionsRoom: Nova Scotia Chair: Theo Arentze

Junyi Zhang, Biying Yu & Mokoto ChikaraishiA Dynamic Analysis of Biographical Interactions of Households’ Total Mobilities Based on a Life History Survey Data

John GliebeSimulation of Intra-Household Interactions in a Dynamic Generation and Scheduling Model

Toshiyuki Yamamoto & Keita KanetomoRelationship Between Commute Distances of Spouses in Two-Earner Households Considering Intra-Zonal Commutes

Thibaut Dubernet & Kay W. AxhausenIncluding Joint Trips in a Multi-Agent Microsimulation

S5: Social Influence 1 Room: Confederation 3 Chair: Kay Axhausen

Christina Bernardo, Rjesh Paleti & Chandra R. BhatA New Spatial (Social) Interaction Discrete Choice Model Accommodating Self-Selection in Group Formation with an Application to Commute Travel Mode Choice

Tim J. Ryley & Alberto M. ZanniAn Examination of Spatial and Social Elements Associated with Travel Behaviour in Two Urban United Kingdom Case Studies

Masashi Kuwano, Makoto Tsukai & Tsukasa MatsubaraAnalysis on Promoting Factors of Electric Vehicles with Social Conformity

Henrietta Sherwin, Kiron Chatterjee & Juliet JainAn Exploration of the Importance of Social Influence in the Decision to Bicycle or Not to Bicycle in the UK

S6: Car Ownership 1: Models, Part 1Room: Manitoba Chair: Khandker Nurul Habib

Andres Fjendbo Jensen, Elsabetta Cherchi & Stefan Lindhard MabitOn the Stability of Preferences and Attitudes Before and After Experiencing an Electric Vehicle

David Brownstone & David BunchThe Demand for High Fuel Economy Vehicles

Shiva Habibi & Emma FrejingerForecasting With Uncertain Future Alternatives: An Empirical Study of Car Type Choice in Sweden

Longyuan Du, Shanjiang Zhu & Lei ZhangAn Economic Model for Vehicle Ownership Quota and Usage Restriction Policy Analysis

10

1:30 - 3:00 pm

Monday, July 16

S7: Travel Behaviour 2: ChildrenRoom: Territories Raktim Mitra & Ron N. BuliungThe Neighbourhood Caregiver-Child Travel Interactions and School Transportation Mode Choice in Toronto Canada

Benjamin Motte-Baumvol, Olivier Bonin & Leslie Belton-ChevallierGender Differences for Escorting Children Among Dual-Earners Families in the Paris Region

Eric Petersen, Jason Lemp & Tom RossiSchool Escorting Decision-making at the Household Level in the Houston-Galveston Region

S8: Location and Destination Choice 2Room: Library

Andrew Daly & James FoxMode and Destination Choice Responses to Income Change

Mark W. Horner, Brandon Zook & Joni A. DownsWhere Were You? Development of a Time-Geographic Approach for Activity Destination Re-construction

Joshua Wang & Eric J. MillerA Prism- and Gap-based Approach to Shopping Destination Choice

Arthur Huang & David LevinsonAccessibility Network Structure and Consumers' Destination Choice: A Microscopic Study of GPS Travel Data in the Twin Cities

S9: Public Transport 2: Traveller BehaviourRoom: York Ngoc Linh Tran, Makoto Chikaraishi, Sudarmanto Budi Nugroho, Junyi Zhang & Akimasa FujiwaraContext Dependencies of Travel Behaviour: A Case Study on Motorcycle Owners' Bus Usage and Non-Motorcycle Owners' Motorcycle Usage in Hanoi

Andreas Neumann & Kai NagelPassenger Agent and Paratransit Operator Reactions to Changes of Service Frequency of a Fixed Train Line

Chair: Owen Waygood

Chair: Chandra Bhat

Chair: Martin Lazendorf

Sudarmanto Budi Nugroho, Sudarmanto Budi Nugroho, Akimasa Fujiwara & Junyi ZhangExploring Taxi-like Paratransit Drivers' Behaviour of Stopping Service in Jakarta City

Marie K. Anderson, Otto A. Nielsen & Carlo G. PratoEstimation of a Multimodal Route Choice Model of Public Transport Users in the Greater Copenhagen Area

S10: Traveller PsychologyRoom: Nova Scotia Chair: Erel Avineri

Yoram Shiftan, D. Shefer & Y. BarlachEvaluating the Emotional Preference for a Transit Mode

Feng ZhangTravellers' General Behavioural and Psychological Responses to Real-time Transit Passenger Information

Yusak SusiloThe Impacts of Parents’ Perceptions, Residential Self-selectivity and Travel Patterns to the Children’s Physically Active Mode Uses

Paper Sessions S7-S12Shinya Kurauchi, Hitomi Sato, Takayuki Morikawa & Toshio YoshiiA Preliminary Analysis on Traveller's Mental Accounting for Transit Fare Policies

Huiye Ma, Theo A. Arentze & Harry J.P. TimmermansIncorporate Selfishness and Altruism into Dynamic Joint Activity-Travel Scheduling

S11: Data 1: Innovations in Data CollectionRoom: Confederation 3 Chair: Stacey Brika

Li Shen & Peter R. StopherAn Improved Process For Trip Purpose Imputation From GPS Travel Data

Lara Montini, Nadine Rieser-Schussler & Kay W. AxhausenSearching for Parking in GPS Data

Jimmy Armoogum, Stephen Greaves, Sophie Roux & Peter StopherAcceptability of GPS-Based Travel Surveys: Case Studies in Australia and in France

Scott Le Vine, Aruna Sivakumar, Martin Lee-Gosselin & John W. PolakHow Do Respondents Do It? The Implications of Diverse Task-Completion Practices When Performing Complex Multi-Horizon Stated-Choice Tasks

S12: Activities & Travel I: Activity Scheduling and Network ModellingRoom: Manitoba Chair: Davy Janssens

Mahmoud Javanmardi, Joshua Auld & Abolfazel (Kouros) MohammadianIntegration of the ADAPTS Activity-Based Model with TRANSIMS

Min-Ah Kwak & Theo A. ArentzeActivity-Based Dynamic Traffic Modelling: Influence of Population Sampling Fraction Size on Simulation Error

Xiao Fu & William H.K. LamA Network User Equilibrium Model for Activity-Travel Pattern Scheduling in Multi-Modal Transport Networks

Gunnar Flotterod, Yu Chen & Kai NagelChoice Model Refinement from Network Data Lunch, Imperial Ballroom WSTLUR/JTLU Board Meeting

S13: Travel Behaviour 3: SeniorsRoom: Territories Chair: Ron Buliung Irving Tapia-Villarreal,Yves D. Bussière, Jimmy Armoogum & Jean-Loup MadreAgeing and Mobility Patterns. A North-South Comparison: Case studies in France and Mexico

Darren ScottRoute Choice Behaviour of Canadian Seniors

Makoto Chikaraishi, Akimasa Fujiwara, Masashi Kuwano & Junyi ZhangElders' Social Network and Mobility Support Resources: Similarities/Differences and their Impacts on Activity-Travel Patterns

Ruben Mercado & Eric J. MillerInvestigating Changes in Travel Behaviour of the Older Population in the Greater Toronto and Hamilton Area, 1986-2006

3:30 - 5:00 pm Paper Sessions S13-S18

11

S14: Discrete Choice Theory & Methods 1Room: Library Chair: David Brownstone

Jeffrey Newman, Laurie Garrow & Mark FergusonEstimating Generalized Extreme Value Models with Incomplete Data

Elisabetta Cherchi, C. Angelo Guevara, Rajesh Paleti & Chnadra R. BhatA Monte Carlo Experiment to Examine the Effectiveness of Alternative Estimation Techniques for the Multinomial Probit Model

Thijs Dekker & Stephane HessThe Limits of Flexibility in Controlling for Heterogeneity in Mixed Multinomial Logit Models -- An Argument for Using Latent Class Models

Stephane Hess & Amanda StathopoulosLinking the Decision Process to Underlying Attitudes and Perceptions: A Latent Variable Latent Class Construct

S15: Public Transport 3: Public Transport 3Room: York Chair: Abdul Pinjari Charlotte Frei & Hani S. MahmassaniPrivate Time on Public Transit: Dimensions of Information and Telecommunication Use of Chicago Transit Riders

Raghuprasad Sidharthan, Ram M. Pendyala, Stephane Hess, Maren L. Outwater & Chanfra R. BhatAn Integrated Mode Choice Model Accommodating Transit Awareness/Consideration in Choice Set Formation and Qualitative Attribute Effects

Tai-Yu MaA Path-Based Cross Entropy Approach for Solving Dynamic Multimodal Transit Assignment Problem

S16: Air Traveller BehaviourRoom: Nova Scotia Chair: Matthew Roorda

Ali Rezaei & Seyedehsan SeyedabrishamiAir Passengerså Preference Heterogeneity in Response to Connecting Time in a Low Travel Propensity Market

Laurie GarrowThe Future of Discrete Choice Modelling in Aviation

Chieh-Hua Wen, Pei-Yu Chou, Hong-Cheng Wang & Yu-Ting JhengModelling the Joint Choice of International Airlines and Flights: Latent Class Versus Mixed Logit

Stephane Hess, Andrew Collins & John RoseJoint Modelling of Decision Process and Choice Using Data from an Interactive Stated Choice Survey on Air Travel Behaviour

S17: Data 2: Reducing Respondent Burden Room: Confederation 3 Chair: Martin Lee-Gosselin

Stacey Bricka & Elaine MurakamiAdvances in Travel Survey Technology

Jerald Jariyasunant, Andre Carrel, Joan Walker & Raja SenguptaOvercoming battery life problems of smartphones when creating automated travel diaries

Jingmin Chen & Michel BierlaireProbabilistic Multi-Modal Map-Matching Using Rich Smartphone Data

Kathleen Deutsch, Grant McKensie, Konstadinos GouliasExamining The Use Of Smartphones For Travel Behavior Data Collection

S18: Activities & Travel II: Activity-Based ModellingRoom: Manitoba Chair: Harry Timmermans

Mohammad H. Khorgami & Peter JonesA Comprehensive Approach to Modelling Household Activity Generation

Joshua Auld & Abolfazl (Kouros) MohammadianDevelopment And Implementation Of The ADAPTS Integrated Activity-Travel Model

Naveen EluruAdvanced Modelling Approach To Examine Activity Participation Decisions: Application To American Time Use Survey Data

Varum Pattabhiraman, Moshe Ben-Akiva & Maya Abou-ZeidA Needs-Based Utility Maximizing Model of Activity Location Duration and Frequency: Theoretical Model and Estimation Using Synthetic Data

Tuesday

Paper Sessions

SS19: Travel Behaviour 4: Leisure TravelRoom: Territories Chair: Eran Ben-Elia

Jeffrey LaMondiaA Discrete-Continuous Model of Long Distance Leisure Tour Structure and Activity Participation Dick EttemaSubstitution And Built Environment Effects In Physical Activities: An Exploratory Empirical Analysis

Gamze Dane, Theo A. Arentze, Harry J.P. Timmermans & Dick EttemaSimultaneous Modelling of Individuals’ Duration and Expenditure Decisions in Out-Of-Home Leisure Activities

S20: Residential Choice 1: BehaviourRoom: Library Chair: Susan Handy

Yoram Shiftan, Khandker Nurul Habib, Billy Wong & Wafa EliasLinking Daily Short-Term Activity-Travel Decision with Long-term Housing Choices: Joint RP-SP based Econometric Approach

Jonas De Vos, Ben Derudder, Veronique Van Acker & Frank WitloxThe Influence of Residential Dissonance on Travel Behaviour

Joao de Abreu e SilvaSelf-Selection in Land Use Travel Behaviour Interactions. Accounting Simultaneously for Attitudes and Socioeconomic Characteristics

Ahsan Alam, Tim Sider, Muhammad Zukari, Hussam Dugum, Nathan Goldstein, Naveen Eluru & Marianne HatzopoulouTransport Supply Land-Use and Socio-Economics as Determinants of Household Level Greenhouse Gas Emissions

S21: Route Choice 1: ModelsRoom: York Chair: Cinzi Cirillo Waiyan Leong & David A. HensherIs Route Choice a Matter of Regret Minimisation or Relative Advantage Maximisation?

Carlo PratoEstimating Random Regret Minimization Models in the Route Choice Context

9:00 - 10:00 am Paper Sessions S19-S24

Monday, July 16

12

TU

E

178:00 am

9:00 am10:30 am11:00 am

12:30 pm

1:30 pm3:00 pm3:30 pm5:00 pm








Workshops W1-W6, Session I

End of day

S. Ellie Volosin, Sanjay Paul, Ram M. Pendyala & Brian GardnerAn Assessment of the Impact of Stochastic Variability In Microsimulation Model Outputs on Transport Scenario Analysis

S22: Risk ResearchRoom: Nova Scotia Chair: John Polak

Zheng Li & David A. HensherBehavioural Implications of Preferences Risk Attitudes and Beliefs in Modelling Risky Travel Choice with Travel Time Variability

Adrian B. Ellison, Stephen Greaves & Rhonda DanielsModelling Driver Heterogeneity of Risk Using Attitudinal and Observed Driving Information

Xuan Lu, Song Gao & Eran Ben-EliaDay-to-Day Learning in Congested Risky Networks under Different Information Schemes

Hengliang Tian & Song GaoRoute Choice in Risky Traffic Networks: Utility Maximization vs. Process Models

S23: Social Influence 2 Room: Confederation 3 Chair: Antonio Paez

Valentina Sichel, Alejandro Tudela, Juan Antonio Carrasco & Ricardo DazianoPersonal Factors on Mode Choice: Attitude Affect Social and Habit: Measuring and Studying Their Role

Masashi OkushimaAnalysis of Commuting Modal Shift with Social Interaction of Consciousness for Environment

Seo Youn Yoon, Srinath Ravulaparthy & Konstadinos G. GouliasDynamic Diurnal Social Taxonomy of Urban Environments

Hitomi Sato, Shinya Kurauchi & Tomotaka UsuiStudy on Travel Behaviour Changes on Economic Incentives Using Social Experiment Data

S24: Car Ownership 2: Models, Part 2Room: Manitoba Chair: Erica Spissu

Jillian Anable, Alex Stewart, Geertje Schuitema, Stephen Skippon, Neale Kinnear & Shane SlaterCapturing Heterogeneity in the Choice of Plug in Vehicles Using Statistically Derived Attitudinal Segments

Yangwen Liu, Jean-Michel Tremblay & Cinzia CirilloA Model System for Household Vehicle Holding Type and Usage based on 2009 NHTS

Franco Chingcuanco & Eric J. MillerA Meta-Model of Vehicle Ownership Choice Parameters

Mubassira Khan, Marisol Castro & Chandra R. BhatA Normally Mixed Multiple Discrete-Continuous Choice Model: Formulation and Application to Recreational Demand

S25: Travel Behavour 5: Mode Choice, Part 1Room: Territories Chair: Caspar Chorus

Amalia Polydoropoulou, Athena Tsirimpa & Michel BierlaireExpected Happiness and Life Contexts Satisfaction in Transport Mode Decision Making Process


Amalia Polydoropoulou, Athena Tsirimpa, Maria Kamargianni & Nikoleta KyriakidouCar Use Addiction vs. Ecological Consciousness: Which One Prevails on Mode Choice Behaviour?

Elisabetta Cherchi, Italo Meloni & Juan de Dios OrtuzarMeasuring Inertia as a Latent Effect In Mode Choice

Aurelie Glerum & Michel BierlaireThe Use of Word Data to Measure Perception in Hybrid Choice Models

S26: Residential Choice 2: ModellingRoom: Library Chair: Bilal Farooq

Patrick Schirmer, B. Belart, K. Virani & Kay W. AxhausenReviewing Measurements In Residential Location Choice Models

Nebiyou Tilahun & David LevinsonHome Relocation and the Journey to Work

Josephine D. Kressner & Laurie A. GarrowAssessing the Viability of Lifestyle Clusters from Credit Reporting Data as an Alternative Dataset for Residential Location Choice Modelling

Xiang He & Lei ZhangQuantifying the Self-Selection Effects in Residential Location Choice with a Structural Equation Model

S27: Route Choice 2: Data Collection & AnalysisRoom: York Chair: Kevin Krizek Giselle M. Ramos, E. Frejinger, W. Daamen & S. P. HoogendoornA Revealed Preference Study on Route Choices in a Congested Network with Real-Time Information

Sebastian Raveau, Zhan Guo, Juan Carlos Munoz & Nigel H.M. WilsonRoute Choice Modelling On Metro Networks: A Comparison Between Santiago And London

Stefan L. Mabit & Jeppe RichA Stated Choice Experiment for Long-Distance Travel across the Fehmarn Belt

S28: Travel, Mobility, and HealthRoom: Nova Scotia Chair: Tim Spurr

Nadine Rieser-Schussler, Lara Montini & Kay W. AxhausenPreparations for Estimating Public Transport Connection Choice from GPS Observations

13

Ipek N. Sener & Phillip R. ReederAn Examination of Factors Influencing Workerås Physically Active Activity-Travel Behaviour

Stefano Scagnolari, Joan Walker & Rico MaggiYoung Drivers' Night-Time Mobility Choices and Attitudes Toward Alcohol Consumption: A Hybrid Choice Model

Raktim Mitra, Guy E. J. Faulkner & Ron N. BuliungThere's No Such Thing as Bad Weather, Just the Wrong Clothing: An Exploration of the Effect of Weather on Active School Transportation in Toronto Canada

S30: Activities & Travel III: Activity Patterns & Time UseRoom: Manitoba Chair: Pat Mohktarian

Charles Raux, Tai-Yu Ma & Eric CornelisInvestigation of "Core Stops" in Weekly Activity-Travel Patterns

Toshinori Ariga, Sadayasu Aono, Nobuaki Ohmori & Noboru HarataActivity Management Using an Activity Rescheduler with Interactive Generation of Alternative Travel Opportunities

Chang-Hyeon JohIntrapersonal Variability of Activity-Travel Patterns

Anastasia Moiseeva, Harry J.P. Timmermans, Keechoo Choi & Chang-Hyeon JohMeasuring the Impact of Travel Behaviour Change Programs on the Activity Scheduling Process

S31: Travel Behaviour 6: Mode Choice, Part 2Room: Territories Chair: Satoshi Fujii

Julian Benjamin, Wafa Elias & Yoram ShiftanThe Complex Relationship between Activity Mode Choice and Total Distance Traveled

David Forsey, Khandker Nurul Habib, Eric J. Miller & Amer ShalabyThe Transferability of Work Trip Mode Choice Models in an Expanding Suburban Area: The Case of York Region Ontario

Akshay Vij, Sebastian Raveau & Joan L. WalkerThe Evolution of Latent Individual Modal Preferences

Khandker Nurul Habib, Sarah Salem & Joffre SwaitInvestigating Structural Changes in Commuting Mode Choice Preferences with Repeated Cross-Sectional Travel Survey Data: The Contexts of Greater Toronto and Hamilton (GTHA) Area

S34: Freight ModellingRoom: York Chair: Laurie Garrow

Rinaldo Cavalcante & Matthew J. RoordaShipper-Carrier Market Interactions Simulation: An Agent-Based Learning Approach

Colin Smith, Maren Outwater, Bhargava Sana & Jason ChenTour-based and Supply Chain Modelling for Freight: An Integrated Model for Metropolitan Areas Demonstrated in Chicago

Richard B. Ellison, Stephen Greaves & David A. HensherCapturing Freight Operators' Behavioural Responses to Government Policies Using an Adaptive-Dynamic Simulation Method

Zahra Pourabdollahi A Conceptual Framework for a Behavioural Freight Transportation Modelling System with Logistics Choices

Edoardo Marcucci & Amand StathopoulosHeterogeneity in Urban Freight Policy Analysis: The Case of Own-Account Retailers and Transport Providers in Rome's LTZ

S35: Activities & Travel IV: Time Use, Value of Time & PricingRoom: Manitoba Chair: Marcela Munizaga

Konstadinos G. Goulias, Amalia Polydoropoulou & Seo Youn YoonAn Exploratory Analysis on the Time-of-Day Dynamics of Episodic Hedonic Value of Activities and Travel

Fabian Bastin & Cinzia CirilloModelling Multivariate Distributions in Non-Paramteric Random Coefficients Logit Models

S32: Discrete Choice Theory & Methods 2Room: Library Chair: Elisabetta Cherchi

Andrew T. Collins, John M. Rose & David A. HensherThe Random Parameters Attribute Nonattendance Model

Sujan Sikder & Abdul R. PinjariA Time- and Money-Constrained Model of Household Vacation Travel Behaviour: Formulation and Application of a Kuhn-Tucker Demand Model System

John M. Rose, Stephane Hess, Willian H. Greene & David A. HensherThe Generalised Multinomial Logit model: Misinterpreting Scale and Preference Heterogeneity in Discrete Choice Models or Untangling the Un-untanglable?

Jeff Dumont & Stephane HessAre Non-traders the Achilles Heel of the Mixed Logit Model?

S33: ATIS 1Room: Confederation 3 Chair: David Levinson Catherine Morency, Khandker Nurul Habib, Martin Trepanier & Sarah SalemRoute Choice Modelling for Urban Commuters: Considering Bridge Choice as a Key Determinant of Selected Routes

Srinivas Peeta & Sushant SharmaDevelopment of Realistic Behaviour Models for Reliable Assessments of Benefits from Real-Time Traveller Information Provision

Bianca Bianchi Alves & Orlando StrambiFindings from an Exploratory Analysis of Travel Behaviour in Airport Access Considering Travel Time Reliability

Pavithra Parthasarathi, David Levinson & Hartwig HochmairNetwork Structure and Travel Time Perception


S29: Data 3: GPS in Travel Behaviour Research Room: Confederation 3 Chair: Juan de Dios Ortuzar

Tao Feng & Harry J.P. TimmermansImputing Transport Mode Using GPS and Accelerometer Data

Ron Dalumpines & Darren M. Scott Towards a Robust Method of Extracting Trip Information from GPS Data

Bryce W. Sharman & Matthew J.RoordaMultilevel Modelling of Commercial Vehicle Inter-Arrival Duration Using GPS Data

Mignon van den Berg, E. Doirado, J.W.C. van Lint, A. Nakasone, S.P. Hoogendoorn, H. Prendinger & R. van NesApplication of a 3D Multi-User Virtual Environment for Research on Travel Choice Behaviour

Tuesday, July 17

14

Mark WardmanMeta-Analysis of European Values of Time

Erik-Sander Smits, Michiel Bliemer, Erik Verhoef & Bart van AremModelling Stakeholders' Behaviour in Transport Pricing

Lunch, Imperial Ballroom

WED

188:00 am

9:00 am10:30 am11:00 am

12:30 pm

1:30 pm

5:00 pm





Tours of University of Toronto Campus &Downtown Neighbourhoods


End of day

W1: Photo-Stories of Hard-To-Model Travel BehaviourRoom: Library Chair: Carrasco & Mornecy

W2: Visualizing Travel Behaviour ResearchRoom: Confederation 3 Chair: Paul Salvini

W3: Beyond the Four-Step Model:Developing Curriculum for Advanced Travel ModellingRoom: Manitoba Chair: Ram Pendyala

W4: Simulation FrameWorks for Integrated ModellingRoom: York Chair: Mohammadian & Auld

W5: Information Café Game Changers in TransportationRoom: Territories Chair: Ahsan Habib

W6: Latent Reality: Recognizing the Limits of ObservationRoom: Nova Scotia Chair: Stephane Hess

Wednesday

3:30 - 5:00 pm Workshops W1-W6, Session I

S36: Travel Behaviour 7: Empirical Analysis Room: Territories Chair: Joao Abreu de Silva

Sigrun BeigeAnalyses Of Commuting Distances And Times In The Household Context: The Case Of Berlin

Olga Petgrik, Filipe Manual Mercier Vilaca e Moura, Yosief Y. Ghebrehiwot & João de Abreu e SilvaMeasuring Uncertainty on the Portuguese High-Speed Railway Demand Forecast Models

Mehran F. Langerudi, Taha H. Rashidi & Abolfazl (Kouros) MohammadianIndividual Trip Rate Transferability Analysis： A Decision Tree Approach

S37: Built Environment Room: Library Chair: Ahmed El-Geneidy

Doina OlaruConsistency of Relocation Decisions and Attitudes Towards Built Environment

Thomas Klinger & Martin LanzendorfBuilt Environment or Attitudes - What affects travel Behaviour of new residents?

Mobashwir Khan & Kara M. KockelmanModels for Anticipating Non-Motorized Travel Choices and the Role of the Built Environment

S38: Non-Motorized Travel 1Room: York Chair: Charles Raux Daniel Piatkowski, Kara S. Luckey & Wesley Marshall"New" vs. "Old" Urbanism: Why are New Urbanist Communities Not Reaching the Walking, Cycling and Transit Levels of More Established Urban Neighbourhoods?

Daniel Piatkowski, Thomas Gotschi & Kevin J. KrizekWalking and Cycling Interventions: Assessing Impacts and Measurement Challenges When linking Interventions to Outcomes

Martin Lanzendorf & Annika Busch-GeertsemaThe Cycling Boom in Some German Cities: Understanding and Explaining Behavioural Change

9:00 - 10:30 am Paper Sessions S36-S41 Paul O’Neil & Brian CaulfieldExamining User Behaviour on a Shared Bike Scheme: The Case of Dublin Bikes

S39: Around the World in 90 MinutesRoom: Nova Scotia Chair: Toshiyuki Yamamoto

Alex L. Erath, Pieter J. Fourie, Sergio A. Ordonez, Michael A. B. Van Eggermond, Artem Chakirov, M. Shah & KayW. AxhausenLarge-Scale Agent-Based Transport Travel Demand Model for Singapore

Sune Momsen & Johan W. JoubertIntroducing Shopping and Leisure Facilities: A Study on Agent-Based Transport Modelling in South Africa

Grace U. Padayhag & Lounell B. GuetaThe Effects Number Coding Scheme on Trip Pattern In Metro Manila, Philippines

S40: Social Contact Room: Confederation 3 Chair: Kiron Chatterjee

Matthias Kowald, Theo A. Arentze & Kay W. AxhausenA Population's Leisure Network: Descriptive Statistics and a Model-Based Analysis of Leisure-Contact Selection

Steven Farber, Tijs Neutens, Juan Antonio Carrasco & Carolina RojasExploration of Social Interaction Potential and the Spatial Distribution of Face-to-face Social Interactions

Fariya Sharmeen, Theo A. Arentze & Harry J.P. TimmermansOut of Sight Out of Mind? Investigating Changes in Mode and Frequency of Social Interaction due to Lifecycle Events

15

TUESDAY WEDNESDAY THURSDAY FRIDAYMONDAYSUNDAY

8:00 AM

9:00 AM

10:30 AM

11:00 AM

12:30 PM

1:30 PM

3:00 PM

3:30 PM

5:00 PM

7:00 PM

9:00 PM

BreakfastImperial Room

Opening Plenary SessionImperial Room

Coffee Break

Parallel Paper Sessions S1 - S6

Mezzanine Floor

LunchImperial Room


Mezzanine Floor

Coffee Break


Mezzanine Floor


Coffee Break


Mezzanine Floor

LunchImperial Room


Mezzanine Floor

Coffee Break

WorkshopsW1 - W6

Mezzanine Floor


Mezzanine Floor


Coffee Break


Mezzanine Floor

LunchImperial Room


Mezzanine Floor

University of TorontoCampus & Neighbourhood

Tours


Coffee Break


Mezzanine Floor

LunchImperial Room

Coffee Break

WorkshopsW1 - W6

Mezzanine Floor


Mezzanine Floor

4:30 PM

Reception & ConferenceBanquet

at theCN Tower


Coffee Break

Closing Plenary SessionWorkshop Reports

Imperial Room

Eric Pas Dissertation PrizePlenary Session

Imperial Room

LunchImperial Room

Welcome ReceptionImperial Room

Program July 16 -20

IATBRPhotography by Fang Su.

Wednesday, July 18


Siva SrinivasanModelling Household Social-Recreational Activity Participation Patterns

S41: Car Ownership 3: Survey MethodsRoom: Manitoba Chair: Yusak Susilo

Mathew Beck, John M. Rose & David HensherComparison of Group Decision Making Models: A Vehicle Purchasing Case Study

Aruna Sivakumar, Nicolo Daina1, John Polak, Steve Skippon, Jenny Stannard & Scott Le VineImpacts of Experience on Stated Choice Behaviour: An Electric Vehicle Adoption Study

Cinzia Cirillo & Michael ManessA Dynamic Stated Preference Survey and Modelling Approach for Future Vehicle Preference

Cinzia Cirillo & Michael ManessA Dynamic Approach for Future Vehicle Preference

S42: Travel Behaviour 8: Validation, Forecasting & EvaluationRoom: Territories Chair: Kara Kockelman

Nobuhiro SankoImproving Forecast Performance Using Cross-Sectional Data from Multiple Time Points

Gerd Sammer, Christian Gruber & Gerald RoeschelIs it Necessary to Use Validation Procedures and Quality Management When Using Transport DeMand Models? - Development of a Standardized Procedure for Validation

Richard Batley, John Nellthorp, Stephane Hess & Caspar ChorusA Simple Test for Identifying Violations of the Random Utility Model

Soora Rasouli, Mario Cools, Bruno Kochan, Theo A. Arentze, Tom Bellemans, and Harry J.P. TimmermansUncertainty in Forecasts of Complex Rule-Based Systems of Travel Demand: Comparative Analysis of the Albatross/Feathers System in Flanders and Rotterdam Region The Netherlands

S43: Discrete Choice Theory & Methods 3Room: Library Chair: John Rose

C. Angelo Guevara & Moshe E. Ben-AkivaSampling of Alternatives in Logit Mixture Models

Alireza Zolfaghari, Aruna Sivakumar & John W. PolakSimplified Two-stage Choice Set Formation Models Incorporating Observed Choice Set Data

Gijsbert van Eck, Rob van Nes & Bart van AremEfficient Choice Set Generation in Large Scale Dynamic Multimodal Transport Networks

Theo A. Arentze, Benedict G. C. Dellaert & Caspar G. ChorusIncorporating Mental Representations in Discrete Choice Models of Travel Behaviour: Modelling Approach and Empirical Application

S44: Non-Motorized Travel 2: Attitudes and PerceptionsRoom: York Chair: Kostas Goulias Mintesnot G. WoldeamanuelCausality Between Parents’ Attitudes towards Walking/biking Environments and Mode Choice to Their Children

Susan HandyThe Formation of Attitudes Towards Bicycling

Devon Willis, Kevin Manaugh & Ahmed El-GeneidyUnderstanding Cycling Behaviour: An Examination of the Relationship among cyclists' Motivations Satisfaction Levels and Neighbourhood "Bikeability"

Lieve Creemers, Mario Cools, Hans Tormans, Davy Janssens & Geert WetsKnowledge of the Concept Light Rail Transit: Determinants of the Cognitive Mismatch between Actual and Perceived Knowledge

S45: PricingRoom: Nova Scotia Chair: Mark Wardman

Dujuan Yang & Harry J.P TimmermansEffects of Fuel Price Fluctuation on Dynamics of Individual Activity-Travel Behaviour: Evidence from a Pseudo Panel Data

Stephen GreavesExploring Behavioural Responses of Motorists to Exposure-Based Charging Mechanisms

Stephanie SoucheResistance to Urban Road Pricing: A Structural Equation Modelling Approach

S46: Data 4: Real Time Data for TransitRoom: Confederation 3 Chair: Brett Smith

Marcela Munizaga, Flavio Devillaine & Margarita AmayaAnalyzing Travel Behavior Of Public Transport Users Observed Through Smartcard Data Use

Artem Chakirov & Alex L. ErathActivity Identification and Primary Location Modelling Based on Smart Card Payment Data for Public Transport

Tim Spurr, Robert Chapleau, K.K.Chu & W. Doucet-KoussayaSmart Cards GIS GTFS And TRANSIMS: A Plot For The Dynamic Microsimulation Of The Montreal Subway

S47: Activities & Travel V: Agent-Based Modelling Room: Manitoba Chair: Yoram Shiftan

Sehnaz Cenani, Theo A. Arentze & Harry J.P. TimmermansAgent-Based Modeling Of Dynamic Cognitive Learning of Dynamic Activity-Travel Patterns

Andreas Horni, Lara Montini, Rashid A. Waraich & Kay W. AxhausenAn Agent-Based Cellular Automaton Cruising- For-Parking Simulation

Rashid A. Waraich, C. Dobler & Kay W. AxhauasenModelling Parking Search Behaviour with an Agent-Based Approach

1:30 - 5:00 pm Tours

For University of Toronto campus & neighbourhood tours,please sign up at the Registration Desk.

Directions to the University of Toronto campus are located at theend of the booklet.

18

TH

U

198:00 am

9:00 am10:30 am11:00 am

12:30 pm

1:30 pm3:00 pm3:30 pm4:30 pm9:00 pm






Workshops W1-W6, Session II

Reception & Banquet, CN Tower


Free time

End of day

9:00 - 10:30 am Paper Sessions S48-S53

S48: Travel Behaviour 9Room: Territories Chair: Mario Cools

Brett Smith, John Taplin & Doina OlaruEstimation of Demand Elasticities Based on a Mode Choice Model

Sander van Cranenburgh, Caspar G. Chorus & Bert van WeeTravellers' Vacation Adaptation Decisions under Substantially Changed Travel Conditions

Marco DianaUncovering Sequential Patterns of Use of Different Travel Means by Integrating Trip-Related Contextual Factors and Subjective Determinants of Mode Choice

Felix Pepin & Catherine MorencyUnexpected Collective Impacts Of Individual Decisions: The Case Of School Selection

S49: Activities in Space and TimeRoom: Library Chair: Aruna Sivakumar

Farhana Yasmin, Catherine Morency & Matthew J. RoordaAn Empirical Analysis of Change in Activity Attribute Distributions over Time

O. Järv, R. Ahas & F. WitloxResidence-Based Differences in Daily Activity Spaces: A Longitudinal Study Using Mobile Positioning Data

Christopher Harding, Zachary Patterson & Luis Muiranda-MorenoA Spatial And Temporal Analysis Of The Effects Of Land Use Clusters On Activity Spaces Of Residents In Montreal And Quebec

Martin Lee-Gosselin, Luis Mirando-Moreno & Pierre RondierExploring the Evolution of Activity Spaces in Relation to Activity Travel Patterns

S50: ATIS 2Room: York Chair: Carlo Prato Jaap D. Vreeswijk, R.L. Landman, E.C. van Berkum, A. Hegyi, S.P. Hoogendoorn & B. van AremImproving the Road Network Performance with Dynamic Route Guidance by Considering the Indifference Band of Road Users

Christoph Dobler, Kay W. Axhausen & Siegfried WeinmannTransport Simulations: Knowledge Levels and System Outcomes

Dong Yoon Song, Yu-Ting Hsu & Srinivas PeetaValue of Travel Information: Implications for Quality of Travel Experience

S51: Population Synthesis Room: Nova Scotia Chair: Karthik Konduri

Kirill Muller & Kay W. AxhausenSynthesizing the Population of Switzerland

Bilal Farooq, Michel Bierlaire & Gunnar FlotterodSimulation Based Approach for Agents and Associations Synthesis in Large-Scale Urban Systems Modelling

Karthik C. Konduri, Xin Ye & Ram M. PendyalaChallenges and Solutions in the Development of Population Evolution Models for Microsimulation of Land-Use and Activity-Travel Patterns

S52: ICT (and Social Networks)Room: Confederation 3 Chair: Orlando Strambi

Juan Antonio Carrasco, Andreas Frei, Matthias Kowald, Pauline van den Berg, Theo A. Arentze, Kay W. Axhausen, Diana Mok, Harry J.P. Timmermans & Barry WellmanThe Spatiality of Personal Networks in Four Countries: A Comparative Study

Bayarma Alexander, Eran Ben-Elia & Dick EttemaWho Generates Who? Decoupling the ICT and Travel Links: A Structural Equation Modelling Approach

Jacek Pawlak, Aruna Sivakumar & John W. PolakDigital Behaviour and Physical Mobility: A Cross-country Structural Equation Modelling Approach

S53: Car Ownership 4: Ownership & SharingRoom: Manitoba Chair: Junyi Zhang

F. Ciari, C. Dobler & Kay W. AxhausenModelling One-Way Shared Vehicle Systems: An Agent-Based Approach

Kiron Chaterjee, Geoff Andrews, Miriam Ricci & Graham ParkhurstUnderstanding Why Joining a Car Club Can Increase or Decrease Car Use

Michael A.B. van Eggermond, Alex L. Erath & Kay W. AxhausenVehicle Ownership in Singapore: Using Rrevealed-Preference Data and Spatial Measures 11:00 - 12:30 pm Paper Sessions S54-S59

S54: Spatial AnalysisRoom: Territories Chair: Dick Ettema

Yiyi Wang, Kara M. Kockelman & Paul DamienA Spatial Temporal Multinomial Probit Model for Land Use Change: Application of Generalized Direct Sampling

Elenna R. Dugundji & Laszlo GulyasSociodynamic Discrete Choice on Networks in Space: The Role of Utility Parameters and Connectivity in Emergent Outcomes

Francisco MartinezCities’ Power Laws Of Welfare And Land Rents: A Microeconomic Theory

S55: Discrete Choice Theory & Methods 4Room: Library Chair: Laurie Garrow

Caspar ChorusLogsums for Utility-Maximizers and Regret-Minimizers and Their Relation with Stated Desirability

19

Thursday, July 19Ricardo A. Daziano & Luis Miranda-MorenoGoing Bayesian in Travel Behaviour Modelling: Applications to Discrete Choice and Road Safety

Paolo Delle Site & Marco Vaerio SalucciLogit with Income Effect and Welfare Measurement: The Impact of the Error Term Correlation

Michiel C.J. Bliemer & John M. RoseConfidence Intervals of Willingness-to-Pay for Mixed Logit Models

S56: Departure TimeRoom: York Chair: Srinivas Peeta Julian Arellana, Andrew Daly, Stephane Hess, Juan de Dios Ortuzar & Luis Ignacio RizziThe Flexibility of Departure Time for Work Based Trips: An Integrated Choice and Latent Variable Approach

Ana Sasic & Khandker Nurul HabibModelling Departure Time Choices by a Heteroskedastic Generalized Logit (Het-GenL) Model: An Investigation on Home-Based Commuting Trips in the Greater Toronto and Hamilton Area (GTHA)

Lei Zhang & Chenfeng XiongHow Do Travellers Actually Adjust Departure Times: A Positive Model of Peak Spreading Dynamics

S57: Emissions/EnergyRoom: Nova Scotia Chair: Marianne Hatzopoulou

E. Owen D.Waygood & Erel AvineriTransportation Carbon Emission Information: The Effect of Format on Behavioural Intention

Alicia LloroThe Rebound Effect for Motor Vehicles: A Hybrid Pairs Quasi-experiment

Nicolò Daina, Aruna Sivakumar & John W. PolakA Framework for Joint Analyses of Electric Vehicle Use and Charging

Biying Yu, Junyi Zhang & Akimasa FujiwaraComparative Analysis on Two Types of Multiple Discrete-continuous Models in the Context of Household Energy Consumption Behaviour

S58: Data 5: Experimental DesignRoom: Confederation 3 Chair: Tomas Ruiz

Italo Meloni, Erika Spissu, Benedetta Sanjust & Elisabetta CherchiAn Experimental Analysis of the Propensity for Voluntary Travel Behaviour Changes

Chao Chen, Caspar G. Chorus & Eric J.E. MolinMeasuring the Impact of Task Complexity and Time Pressure on Activity-Travel Choices: A Travel Simulator Approach

Ruihua Lu, Caspar G. Chorus & Bert van WeeExploring the Benefits of Incentive-Aligned Travel Choice Experiments: A Travel Simulator Approach

Simon Fifer, Matthew J. Beck & John M. RoseHypothetical Bias and Certainty Scaling: An Examination of Multiple Methods for Calibrating Stated Preference Experiments

S59: Activities & Travel VI: Agent Based Modelling 2Room: Manitoba Chair: Eric Miller

Karthik C. Konduri, Ram M. Pendyala, Yi-Chang Chiu, Mark Hickman, Hyunsoo Noh & Brian GardnerAn Examination of Alternative Paradigms for the Integration of Activity-Travel Demand and Dynamic Network Models: Implications for Policy Analysis

Taha H. Rashidi & Pavlos KanaroglouNext generation of Transportation Demand Models: Toward an Interdisciplinary Science

David Charypar, Fabian Marki & Kay W. AxhausenA Simplified Communication Framework for Agent-Based Microsimulation

W1: Photo-Stories of Hard-To-Model Travel BehaviourRoom: Library Chair: Carrasco & Mornecy

W2: Visualizing Travel Behaviour ResearchRoom: Confederation 3 Chair: Paul Salvini

W3: Beyond the Four-Step Model:Developing Curriculum for Advanced Travel ModellingRoom: Manitoba Chair: Ram Pendyala

W4: Simulation FrameWorks for Integrated ModellingRoom: York Chair: Mohammadian & Auld

W5: Information Café Game Changers in TransportationRoom: Territories Chair: Ahsan Habib

W6: Latent Reality: Recognizing the Limits of ObservationRoom: Nova Scotia Chair: Stephane Hess

1:30 - 3:00 pm Workshops W1-W6, Session II

FRI

208:00 am

9:00 am

10:30 am

11:00 am

12:30 pm

1:30 pm


Plenary Session: Eric Pas PrizePresentations, Imperial Room


Plenary Session: Workshop Reports& Closing Remarks, Imperial Room

Conference Adjourned

Coffee Break, Imperial Foyer

Friday

2009 Prize Winner Jason Lemp

2010 Honorable Mention C. Angelo Guevara

2010 Prize Winner Veronique Van Acker

2011 Prize Winner To be announced at the Conference Banquet

20

Wednesday afternoon is free time to explore the City of Toronto, either as part of one of the organized tours described below or on your own. Possibilities for exploring on your own include:

The Art Gallery of Ontario: www.ago.net, one of Canada’s �inest art galleries, containing excellent collections of The Group of Seven (Canada’s most famous school of post-impressionist painters), Henry Moore sculptures, a visiting Picasso exhibit and much more in its permanent exhibits.

The Royal Ontario Museum: www.rom.on.ca, Ontario’s natural history museum. In addition to its many permanent exhibits it currently is showing a major new dinosaur exhibition.

The Toronto Islands: www.toronto.ca/parks/island Take a ferry across the harbour for a walk through a cool, green island park with great views of the City.

In terms of organized, guided tours we have three tours from which you may choose. Please see the descriptions below and sign up for the tour of your choice at the registration desk by 11:00am on Wednesday. All tours will depart from the registration desk shortly after 1:30, so please be at the desk by 1:30. All tours will take approximately 1.5 hours (2:15-3:45pm).

TOUR 1: TOUR OF THE UNIVERSITY OF TORONTO CAMPUS

Start Location:Nona Macdonald Visitors Centre, UofT

Time: 2:15-3:45 Capacity: 100

Established in 1827, the University of Toronto is both a historic and modern campus in the heart of the City of Toronto that is home to Canada’s largest and internationally most-renowned research-intensive institution. Student guides will provide an extensive tour of campus, providing a look into the University’s history as well as its architecture and culture.

Optional Tour of the UofT ITS Testbed and Laboratory (3:45-4:15)After the Campus tour is �inished, anyone wishing to do so may have a tour of the Intelligent Transportation Systems Testbed and Laboratory in the Dept. of Civil Engineering. The ITS Lab is one of the largest of its kind in the world. Students will demonstrate the lab’s many functions and capabilities. If you do not take the Campus tour, you are still welcome to attend!

Tours 2 and 3 are both provided by Jane’s Walk: www.janeswalk.net, which organizes free neighbourhood walking tours that helps put people in touch with their environment and with each other, by bridging social and geographic gaps and creating a space for cities to discover themselves. Since its inception in 2007 in Toronto to honour the great urbanist and adopted Torontonian Jane Jacobs, Jane’s Walk occurs regularly in cities across North America, and is growing internationally.

TOUR 2:NOT A CAKEWALK: WEST END BAKERY ARCHITECTURE

Start Location:SE corner of College & Augusta


Starting in historic and picturesque Kensington Market (home to successive waves of immigrants to Toronto for many decades), this tour explores the interconnections between people, food and architecture in Toronto’s West End. The tour is led by Zahra Ebrahim, Toronto architect and founder and partner of archiTEXT.janeswalk.net/walks/view/not_a_cakewalk_west_end_bakery_architecture1/

TOUR 3:WALKING CULTURE IN KENSINGTON MARKET:

PAST, PRESENT AND FUTURE

Start Location:SE corner of Nassau & Bellevue


Why does the pedestrian rule Kensington Market in a Toronto dominated by car culture? Join Yvonne Bambrick (Coordinator of the Kensington Market BIA and noted local cycling nd pedestrian advocate) to look at the history of human-scale mixed-use growth in this neighbourhood. Learn about the neighbourhood’s car-free celebrations and how they affect positive change. Look ahead to future developments that will alter the terrain for local traf�ic, and discuss the dynamic of cars, bikes and people in this metropolitan village.janeswalk.net/walks/view/walking_culture_in_kensington_market_past_present_and_future/

Description of Tours

21

Contact List

AFFLIATION

ETH ZurichUniversity of Sao PauloUniversity of AberdeenDTU TransportUniversidad del Norte, ChileTU EindhovenNational Institute for Environmental Studies JapanIFSTTARArgonne National LaboratoryUniversity of the West of EnglandETH ZurichEcole Polytechnique de MontrealUniversit de MontrealITLSGerman Aerospace CenterIFSTTARUniversity of the West of EnglandNorth Carolina A&T State UniversityUniversity of Texas at AustinUniversity of Texas at AustinEPFL ENAC TRANSP-ORThe University of SydneyTexas Transportation InstituteUC IrvineUniversity of TorontoUC DavisGoethe-University Frankfurt a.M.Benemerita Universidad de Puebla (BUAP)Universidad de ConcepcionUniversity of Texas at AustinTrinity College DublinUniversity of TorontoTU EindhovenSingapore-ETH Centre / Future Cities LaboratoryHatch Mott MacDonaldETH ZurichUniversity of the West of EnglandTU DelftTU DenmarkThe University of TokyoUniversity of TorontoTU DelftRyerson UniversityAMT MontrealETH ZurcihUniversity of Maryland

The University of SydneyThe University of SydneyHogeschool-Universiteit Brussel

Hasselt University

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EMAIL

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[email protected]@hubrussel.be

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NAME

Erath Alex

Bianca Alves

Jillian Anable

Marie Anderson

Julian Arellana

Theo Arentze

Toshinori Ariga

Jimmy Armoogum

Joshua Auld

Erel Avineri

Kay Axhausen

Kinan Bahbouh

Fabian Bastin

Matthew Beck

Sigrun Beige

Leslie Belton-Chevallier

Eran Ben-Elia

Julian Benjamin

Christina Bernardino

Chandra Bhat

Michel Bierlaire

Michiel Bliemer

Stacey Bricka

David Brownstone

Ronald Buliung

David Bunch

Annika Busch-Geertsema

Yves Bussiere

Juan Carrasco

Marisol Castro

Brian Caulfield

Rinaldo Cavalcante

Sehnaz Cenani

Artem Chakirov

Gene Chartier

David Charypar

Kiron Chatterjee

Chao Chen

Elisabetta Cherchi

Makoto Chikaraishi

Franco Chingcuanco

Caspar Chorus

Joseph Chow

Alfred Chu

Francesco Ciari

Cinzia Cirillo

Geoffrey Clifton

Andrew CollinsMario Cools

Lieve Creemers

22

Andrew Daly

Gamze Dane

Ricardo Daziano

Jonas De Vos

Thijs Dekker

Paolo Delle Site

Kate Deutsch

Marco Diana

Christoph Dobler

Elenna Dugundji

Jeffrey Dumont

Ahmed El-Geneidy

Adrian Ellison

Richard Ellison

Naveen Eluru

Annesha Enam

Dick Ettema

Steven Farber

Bilal Farooq

Tao Feng

Pablo Ferrando

Simon Fifer

Gunnar Floetteroed

David Forsey

James Fox

Andreas Frei

Charlotte Frei

Margareta Friman

Xiao Fu

Satoshi Fujii

Song Gao

Laurie Garrow

Aurelie Glerum

John Gliebe

Konstadinos Goulias

Stephen Greaves

C. Angelo Guevara-Cue

Ahsan Habib

Shiva Habibi

Younes Hamdouch

Susan Handy

Christopher Harding

Marianne Hatzopoulou

Xiang He

Stephane Hess

Mark Horner

Andreas Horni

Taha Hossein Rashidi

Arthur Huang

Nicol Daina

Rand EuropeTU EindhovenCornell UnivesityUniversiteit GhentITS, University of LeedsCTL University of Rome La SapienzaUC Santa BarbaraPolitecnico di Torino ETH ZurichUniversiteit van AmsterdamResource Systems Group, IncMcGill UniversityThe University of SydneyThe University of SydneyMcGill UniversityMITUtrecht UniversityUniversity of UtahEPFLTU Eindhoven407 ETRUniversity of Technology SydneyKTH StockholmIBI GroupUniversity of LeedsNorthwestern UniversityNorthwestern UniversityKarlstad UniversityHong Kong Polytechnic UniversityKyoto UniversityUniversity of Massachusetts AmherstGeorgia Institute of TechnologyEPFLResource Systems Group, Inc.UC Santa BarbaraUniversity of SydneyUniversidad de los AndesDalhousie UniversityKTH StockholmUnited Arab Emirates UniversityUC DavisConcordia UniversityMcGill UniversityUniversity of MarylandUniversity of LeedsFlorida State UniversityETH ZurichUniversity of Toronto

University of Minnesota

Imperial College London

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EMAILAFFILIATIONNAME

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Davy Janssens

Olle Jarv

Mahmoud Javanmardi

R. Jay Jayakrishnan

Anders Jensen

Xia Jin

Chang-Hyeon Joh

Matthew Juckes

Yusuke Kanda

Christopher Kennedy

Mohammad Hossein Khorgami

Thomas Klinger

Kara Kockelman

Karthik Konduri

Frank Koppelman

Matthias Kowald

Josephine (Josie) Kressner

Kevin Krizek

Shinya Kurauchi

Masashi Kuwano

William H.K. Lam

Jeffrey LaMondia

Martin Lanzendorf

Scott Le Vine

Won Do Lee

Martin Lee-Gosselin

Jason Lemp

Waiyan Leong

David Levinson

Zheng Li

Kwangkyun Lim

Yangwen Liu

Alicia Lloro

Ruihua (Zack) Lu

Xuan Lu

Tai-Yu Ma

Stefan Mabit

Fabian Maerki

Rico Maggi

Kevin Manaugh

Michael Maness

Eric Martel Poliquin

Francisco Martinez

Italo Meloni

Eric Miller

Raktim Mitra

Kirill Muller

Abolfazl (Kouros) Mohammadian

Patricia Mokhtarian

Ryan Hum


Contact List

Hasselt UniversityUniversity of TartuUniversity of Illinois at ChicagoUC IrvineDTU TransportFlorida International UniversityKyung Hee UniversityTransport Simulation Systems IncKyoto UniversityUniversity of TorontoUniversity College LondonUniversity of FrankfurtThe University of Texas at AustinArizona State UniversityNorthwestern UniversityETH ZurichGeorgia Institute of TechnologyUniversity of ColoradoEhime UniversityKobe UniversityThe Hong Kong Polytechnic UniversityAuburn UniversityGoethe UniversityImperial College LondonKyung Hee UniversityUniversite de LavalCambridge Systematics, Inc.The University of SydneyUniversity of MinnesotaThe University of SydneyUniversity of FloridaUniversity of MarylandUniversity of Illinois at ChicagoTU DelftUniversity of Massachusetts AmherstLETDTU TransportETH ZurichUniversit della Svizzera ItalianaMcGill UniversityUniversity of MarylandMinistere des Transports du QuebecUniversidad de ChileUniversity of CagliariUniversity of TorontoUniversity of Toronto

ETH ZurichUniversity of Illinois at ChicagoUC Davis

University of [email protected]

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Sune Momsen

Lara Montini

Catherine Morency

Leonard Ryo Morin

Marcela Munizaga

Mohsen Nazem

Andreas Neumann

Jeffrey Newman

Tran Ngoc Linh

Sudarmanto Nugroho

Khandker Nurul Habib

Masashi Okushima

Juan de Dios Ortuzar

Grace Padayhag

Antonio Paez

Rajesh Paleti Ravi Venkata Durga

Francis Papon

Jacek Pawlak

Srinivas Peeta

Ram Pendyala

Flix Pepin

Olga Petrik

Daniel Piatkowski

John Polak

Amalia Polydoropoulou

Carlo Prato

David Pritchard

Giselle Ramos

Soora Rasouli

Charles Raux

Sebastian Raveau

Srinath Ravulaparthy

Marcel Rieser

Nadine Rieser

Gerald Roeschel

Matthew Roorda

John Rose

Tom Rossi

Sophie Roux

Toms Ruiz

Tim Ryley

Paul Salvini

Benedetta Sanjust di Teulada

Nobuhiro Sanko

Ana Sasic

Hitomi Sato

Stefano Scagnolari

Patrick Schirmer

Darren Scott

Ipek Sener

University of PretoriaETH ZrichEcole Polytechnique de MontrealUniversite de MontrealUniversidad de ChileEcole Polytechnique de MontrealTechnische Universitt BerlinGeorgia Institute of TechnologyHiroshima UniversityHiroshima UniversityUniversity of TorontoThe University of TokushimaPontificia Universidad Católica de ChileDe La Salle UniversityMcMaster UniversityUniversity of Texas at AustinIFSTTARImperial College LondonPurdue UniversityArizona State UniversityEcole Polytechnique de MontrealTechnical University of LisbonUniversity of ColoradoImperial College LondonUniversity of the AegeanDTU TransportMetrolinxTU DelftTU EindhovenUniversité de LyonPontificia Universidad Católica de ChileUC Santa BarbaraSenozon AGETH ZurichSammer & Partner Transport Consulting ltdUniversity of TorontoThe University of SydneyCambridge Systematics, Inc.IFSTTARUniversidad Politcnica de ValenciaLoughborough UniversityChristie Digital TechnologiesUniversity of CagliariKobe UniversityUniversity of TorontoNagoya University

University of LuganoETH ZurichMcMaster UniversityTexas Transportation Institute

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[email protected]

[email protected]

[email protected]

[email protected]

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[email protected]

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25

Contact List


Bryce Sharman

Fariya Sharmeen

Li Shen

Henrietta Sherwin

Yoram Shiftan

Annya Shimi

Louiselle Sioui

Aruna Sivakumar

Brett Smith

Colin Smith

Erik-Sander Smits

Stphanie Souche

Erika Spissu

Timothy Spurr

Sivaramakrishnan Srinivasan

Amanda Stathopoulos

Orlando Strambi

Yusak Susilo

Dubernet Thibaut

Hengliang Tian

Nebiyou Tilahun

Harry Timmermans

Chi-Hong Tsai

Alejandro Tudela

Veronique Van Acker

Sander van Cranenburgh

Mignon van den Berg

Gijsbert van Eck

Michael van Eggermond

Akshay Vij

S. Ellie Volosin

Jaap Vreeswijk

Joan Walker

Joshua Wang

Yiyi Wang

Rashid Waraich

Mark Wardman

E Owen Waygood

Chieh-Hua Wen

Jeremy Wilhelm

Mintesnot Woldeamanuel

Chenfeng Xiong

Toshiyuki Yamamoto

Dujuan Yang

Seo Youn Yoon

Biying Yu

Feng Zhang

Junyi Zhang

Shanjiang Zhu

Alireza Zolfaghari

University of TorontoTU EindhovenThe University of SydneyUniversity of the West of EnglandTechnionUniversity of TorontoEcole Polytechnique de MontrealImperial College LondonUniversity of Western AustraliaResource Systems Group, IncTU DelftUniversity of LyonUniversity of CagliariAMT MontrealUniversity of FloridaEPFLUniversity of Sao PauloKTH StockholmETH ZurichUniversity of Massachusetts AmherstUniversity of Illinois at ChicagoTU EindhovenThe University of SydneyUniversidad de ConcepcionUniversiteit GhentTU DelftTU DelftTU DelftSingapore ETH CentreUC berkeleyArizona State UniversityUniversity of Twente UC BerkeleyIBI GroupUniversity of Texas at AustinETH ZurichUniversity of LeedsUniversite de LavalFeng Chia UniversityGeoStats, LPCalifornia State University NorthridgeUniversity of MarylandNagoya UniversityTU EindhovenUC Santa BarbaraHiroshima University The University of Hong KongHiroshima UniversityUniversity of MarylandImperial College London

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[email protected]

[email protected]

[email protected]

[email protected]

[email protected]

[email protected]

[email protected]

[email protected]

[email protected]

[email protected]

[email protected]

[email protected]

[email protected]

[email protected]

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[email protected]

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26

Notes

27

Notes

28

Notes

29

Royal York

RE

GIST

RA

TIO

N

Confederation 3:MON - S5. S11, S17.TUES - S23, S29, S33, W2.WED - S40, S46THUR - S52, S58, W2.

Library:MON - S2. S8, S14.TUES - S20, S26, S32, W1.WED - S37, S43THUR - S49, S55, W1.

Manitoba:MON - S6. S12, S18.TUES - S24, S30, S35, W3.WED - S41, S47THUR - S53, S59, W3.

Nova Scotia:MON - S4. S10, S16.TUES - S22, S28, W6.WED - S39, S45THUR - S51, S57, W6.

Territories:MON - S1. S7, S13.TUES - S19, S25, S31, W5.WED - S36, S42THUR - S48, S54, W5.

York:MON - S3. S9, S15.TUES - S21, S27, S34, W4.WED - S38, S44THUR - S50, S56, W4.

SCHEDULES

ROOM

MA

IN ME

ZZ

AN

INE

Downtown Toronto

N

F

UoT

CN

BREMNER

BLVD.

FRONT ST.

JO

HN S

T.

LO

WER S

IMC

OE S

T.

FFairmont Royal York

UoTUniversity of Toronto

CN CN Tower

Royal York to U of T

WALKING: 30 MINS

Walk west on Front St. Right onto University Ave.Continue walking north.Left on College St.Right on Kings College Rd.

VIA THE SUBWAY: 15 MINS

Cross the street (Front St.)Enter Union Station.Take the Yonge-University-Spadina line northbound to Downsview.Exit at Queens Park Station from the north-west exit.Walk west on College St.Right on Kings College Rd.

Royal York to the CN Tower30 MINS TO WALK & REACH 360°(Note: Reception is at Horizons)

Walk west on Front St.Turn left into walkway atJohn St.(Look for CN Tower sign on the

south side)

OR for greater accessibility:

Walk west on Front St.Left on Lower Simcoe St.Right on Bremner Blvd.By-pass all lineups.

At the Welcome Centre/ lobby, please check in at the 360° desk.

YO

NG

E-UN

IVER

SITY-S

PAD

INA L

INE

BLOOR-DANFORTH LINE

COLLEGE STREETCAR

DUNDAS STREETCAR

QUEEN STREETCAR

SPA

DIN

A ST

REETC

AR

KING STREETCAR

FERRY DOCKS

(QUEENS QUAY STATION)509 HARBOURFRONT STREETCAR

UN

IVER

SITY A

VE.

COLLEGE ST.

STARBUCKS

SPONSORS

DEPARTMENT OF CIVIL ENGINEERING DEPARMENT OF GEOGRAPHYFACULTY OF APPLIED SCIENCE & ENGINEERING FACULTY OF ARTS & SCIENCE

OFFICE OF RESEARCH SERVICES

Ontario Growth SecretariatMinistry of Transportation

McMaster Institute for Transportation & LogisticsCentre for Spacial Analysis

Cov

er p

ho

togr

aphy

by

Fan

g Su

.

2012 IATBR Conference

Documents

Transcript of 2012 IATBR Conference