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Survey Mode Integration and Data Fusion: Methods and challenges

Author

Listed:
  • Caroline Bayart

    (LET - Laboratoire d'économie des transports - UL2 - Université Lumière - Lyon 2 - ENTPE - École Nationale des Travaux Publics de l'État - CNRS - Centre National de la Recherche Scientifique)

  • Patrick Bonnel

    (LET - Laboratoire d'économie des transports - UL2 - Université Lumière - Lyon 2 - ENTPE - École Nationale des Travaux Publics de l'État - CNRS - Centre National de la Recherche Scientifique)

  • Catherine Morency

    (CIRRELT - Laboratoire CIRRELT Université Laval Quebec - ULaval - Université Laval [Québec])

Abstract

Development of new technologies (smart card, GPS, cell phones...) increases production of data sometimes in a continuous way. But for various reasons, including privacy concerns, these data generally not contain all needed information to match transportation needs especially for modelling purposes. It is also the case of most official data production such as travel surveys, time use surveys, housing surveys... which all contains precious information but none of them all the needed information. Data fusion methodologies allow to enrich the data in order to better meet data needs. In the same time data collection have to face increasing difficulties (cost, response rates...) in collecting data, representative of the whole population, through classical methods. Combining survey modes or methods are in some cases an opportunity to cope or at least to reduce this problem. Mixing these data impose to develop methods to identify modes or methods effects on collected data and to correct for them. This paper presents some of the methods available to treat data fusion and survey mode integration. Application are proposed on Lyon and Montreal areas.

Suggested Citation

  • Caroline Bayart & Patrick Bonnel & Catherine Morency, 2008. "Survey Mode Integration and Data Fusion: Methods and challenges," Post-Print halshs-00329174, HAL.
    • Handle: RePEc:hal:journl:halshs-00329174
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    Citations

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    Cited by:

    1. Barbara Vis & Sjoerd Stolwijk, 2021. "Conducting quantitative studies with the participation of political elites: best practices for designing the study and soliciting the participation of political elites," Quality & Quantity: International Journal of Methodology, Springer, vol. 55(4), pages 1281-1317, August.
    2. Hubert Verreault & Catherine Morency, 2018. "Integration of a phone-based household travel survey and a web-based student travel survey," Transportation, Springer, vol. 45(1), pages 89-103, January.
    3. Caroline Bayart & Patrick Bonnel, 2015. "How to Combine Survey Media (Web, Telephone, Face-to-Face): Lyon and Rhône-alps Case Study," Post-Print halshs-01663683, HAL.
    4. Zhu, Sirui & Roorda, Matthew, 2016. "A Method of Data Integration for GPS and Roadside Intercept Survey Data," 57th Transportation Research Forum (51st CTRF) Joint Conference, Toronto, Ontario, May 1-4, 2016 319311, Transportation Research Forum.
    5. Patrick Bonnel & Caroline Bayart & Brett Smith, 2015. "Workshop Synthesis: Comparing and Combining Survey Modes," Post-Print halshs-01663724, HAL.

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