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Mobility and Time Value


MoTiV Data Collection Campaign Report

Public report describing the launch of the app in each country, the recruitment process of the participants to the Data Collection process, including analysis of challenges and best practice, and the actual results of the campaign.

Forecast Analysis on Outlook of Value of Travel Time in Europe in 2030

Report describing the results of the meeting of experts providing input on megatrends and VTT. These include insights on changing concept of VTT and preliminary identification of business opportunities and public policy implications.

Mobility and Travel Time Report

Public Report describing MoTiV conceptual framework based on insight from forecast analysis, expert workshop and routeRANK dataset analysis.

Report on VTT in Crowdsourced Micro-tasks

Publication of the results of the case study on VTT in crowdsourced micro-tasks.

Customer Satisfaction Survey

Public report describing the findings and implications of the Customer Satisfaction Survey assessing the satisfaction of MoTiV app users. It will cover usability, usefulness and other important issues affecting user acceptance and experience.

Report with Policy and Business Recommendations

A set of online publications with guidelines, recommendations, best practices and business cases from the different work packages and demonstrations. They will include recommendations addressed to decision-makers, transport and mobility planners and stakeholders. The publications will address, among others, the impact of MoTiV findings on VTT in the context of Mobility as a Service (MaaS) and autonomous vehicles.

Influence Factors Analysis

Public report with the findings of the investigation on the role of ICT-related and transport-related influence factors on Value of Travel Time.

Cost-Benefit Analysis

Public report describing the MoTiV methodology, dataset, evaluation steps, findings and implications for the relevant actors.

Multi-language Data Collection Materials

Merchandising and dissemination materials to promote and support the national data collection campaigns. These materials will be mainly distributed during the local outreach events. Materials, where needed, will be translated in national languages.

Project Website with Internal Area

Website providing at a glance an overview on the project, its activities and results. It will also include an internal area for project consortium partners supporting their information and collaboration needs. The website will be launched at the Kick-Off of the meeting and its final setup completed within M6 of the project.

Open Dataset with Mobility/Behavioural Data

Publication of an open version of the dataset used in the research project, for wider use of the scientific community, policy-makers and other relevant stakeholders. The dataset will be accessible via the project web-site and relevant Open Data repositories.

Motiv App

Smartphone application to engage users in the MoTiV data collection.


Users’ Perception of Value of Travel Time and Value of Ridesharing Impacts on Europeans’ Ridesharing Participation Intention: A Case Study Based on MoTiV European-Wide Mobility and Behavioral Pattern Dataset

Author(s): Eva Malichová, Ghadir Pourhashem, Tatiana Kováčiková, Martin Hudák
Published in: Sustainability, Issue 12/10, 2020, Page(s) 4118, ISSN 2071-1050
Publisher: MDPI Open Access Publishing
DOI: 10.3390/su12104118

Characterizing user behavior in journey planning

Author(s): Ludovico Boratto, Matteo Manca, Giuseppe Lugano, Marián Gogola
Published in: Computing, Issue 102/5, 2020, Page(s) 1245-1258, ISSN 0010-485X
Publisher: Springer Verlag
DOI: 10.1007/s00607-019-00775-8

Matching User Preferences and Behavior for Mobility

Author(s): Silvia Basile, Cristian Consonni, Matteo Manca, Ludovico Boratto
Published in: Proceedings of the 31st ACM Conference on Hypertext and Social Media, 2020, Page(s) 141-150, ISBN 9781450370981
Publisher: ACM
DOI: 10.1145/3372923.3404839

The next generation of smartphone travel data collection with implementation of complex stakeholder’s support approach

Author(s): M. Hudák, M. Gogola
Published in: 2019, ISBN 978-80-554-1485-0
Publisher: agreement with publisher being finalised

Capturing the Quality of User-perceived Travel Experience by Smartphone

Author(s): G. Lugano, Y. Cornet, A. Karadimce
Published in: 2018
Publisher: Ss. Cyril and Methodius University, Republic of Macedonia

Using smartphones for something more than tracking only

Author(s): M. Gogola, M. Hudák
Published in: 2018
Publisher: Article to support the conference talk. No proceeding will be published.
DOI: 10.13140/rg.2.2.36005.76009

From Travel Time and Cost Savings to Value of Mobility

Author(s): Tatiana Kováčiková, Giuseppe Lugano, Ghadir Pourhashem
Published in: Reliability and Statistics in Transportation and Communication, Issue 36, 2018, Page(s) 35-43, ISBN 978-3-319-74453-7
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-74454-4_3

Beyond Travel Time Savings: Conceptualizing and Modelling the Individual Value Proposition of Mobility

Author(s): Giuseppe Lugano, Zuzana Kurillova, Martin Hudák, Ghadir Pourhashem
Published in: Data Analytics: Paving the Way to Sustainable Urban Mobility - Proceedings of 4th Conference on Sustainable Urban Mobility (CSUM2018), 24 - 25 May, Skiathos Island, Greece, Issue 879, 2019, Page(s) 714-721, ISBN 978-3-030-02304-1
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-02305-8_86

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