Advances and challenges in sensor-based research in mobility, health, and place

Eun-Kyeong Kim; Lindsey Conrow; Christina Röcke; Basile Chaix; Robert Weibel; Camille Perchoux

doi:https://doi.org/10.1016/j.healthplace.2023.102972

Advances and challenges in sensor-based research in mobility, health, and place

Eun-Kyeong Kim, Lindsey Conrow, Christina Röcke, Basile Chaix, Robert Weibel, Camille Perchoux

Urban Development & Mobility

Research output: Contribution to journal › Article › peer-review

Abstract

Mobile sensing using portable sensors and momentary assessments has transformed the way mobility and place are considered in health and well-being research. Research at the intersection of Mobility, Health, and Place has increasingly leveraged methodological advances in data collection using mobile sensing technologies, data processing, data analytics, and clinical applications to observe and unveil intertwined relations between individuals’ characteristics and behaviors, changing environments, and their health and well-being at fine-grained spatial and temporal scales. In this editorial, we provide an overview of recent health and behavioral research in the context of mobility and place. Specifically, we classify health-relatable mobile sensing technologies with a proposed taxonomy of mobile sensing, and review how new sensing approaches transformed research trends in the field of mobility, health, and place. We then discuss challenges in data collection and processing, analysis, and interpretation and practices.

Highlights
•Mobile sensing has transformed research in Mobility, Health, and Place.
•It enables pervasive real-life measurements of personal behavior, context and health.
•It enables the development of novel digital biomarkers and personalized intervention.
•Classification of mobile sensing technologies and methods is proposed.
•Issues remain in data collection and analysis to address uncertainties and biases.

Original language	English
Article number	102972
Journal	Health & Place
Volume	79
Early online date	3 Feb 2023
DOIs	https://doi.org/10.1016/j.healthplace.2023.102972
Publication status	Published - 13 Feb 2023

Bibliographical note

Eun-Kyeong Kim was funded by the Velux Stiftung, Switzerland (Project No. 1155; Project acronym: MOBITEC-GP; Principal investigator: PD Dr. Timo Hinrichs). Funders had no role in organizing the special issue, executing the review research, and writing the manuscript.
Camille Perchoux was funded by the European Union, under the Horizon European Research Council (ERC) Starting grant program (Grant Agreement No. 101040492; Project acronym: FragMent).

Keywords

Wearable sensors
Mobility behaviour
Health
Mobile sensing

Access to Document

https://doi.org/10.1016/j.healthplace.2023.102972Licence: CC BY

https://www.sciencedirect.com/journal/health-and-place/special-issue/10HRVVWC20CLicence: CC BY

Cite this

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title = "Advances and challenges in sensor-based research in mobility, health, and place",

abstract = "Mobile sensing using portable sensors and momentary assessments has transformed the way mobility and place are considered in health and well-being research. Research at the intersection of Mobility, Health, and Place has increasingly leveraged methodological advances in data collection using mobile sensing technologies, data processing, data analytics, and clinical applications to observe and unveil intertwined relations between individuals{\textquoteright} characteristics and behaviors, changing environments, and their health and well-being at fine-grained spatial and temporal scales. In this editorial, we provide an overview of recent health and behavioral research in the context of mobility and place. Specifically, we classify health-relatable mobile sensing technologies with a proposed taxonomy of mobile sensing, and review how new sensing approaches transformed research trends in the field of mobility, health, and place. We then discuss challenges in data collection and processing, analysis, and interpretation and practices.Highlights•Mobile sensing has transformed research in Mobility, Health, and Place.•It enables pervasive real-life measurements of personal behavior, context and health.•It enables the development of novel digital biomarkers and personalized intervention.•Classification of mobile sensing technologies and methods is proposed.•Issues remain in data collection and analysis to address uncertainties and biases.",

keywords = "Wearable sensors, Mobility behaviour, Health, Mobile sensing",

author = "Eun-Kyeong Kim and Lindsey Conrow and Christina R{\"o}cke and Basile Chaix and Robert Weibel and Camille Perchoux",

note = "Eun-Kyeong Kim was funded by the Velux Stiftung, Switzerland (Project No. 1155; Project acronym: MOBITEC-GP; Principal investigator: PD Dr. Timo Hinrichs). Funders had no role in organizing the special issue, executing the review research, and writing the manuscript. Camille Perchoux was funded by the European Union, under the Horizon European Research Council (ERC) Starting grant program (Grant Agreement No. 101040492; Project acronym: FragMent).",

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AU - Röcke, Christina

AU - Chaix, Basile

AU - Weibel, Robert

AU - Perchoux, Camille

N1 - Eun-Kyeong Kim was funded by the Velux Stiftung, Switzerland (Project No. 1155; Project acronym: MOBITEC-GP; Principal investigator: PD Dr. Timo Hinrichs). Funders had no role in organizing the special issue, executing the review research, and writing the manuscript. Camille Perchoux was funded by the European Union, under the Horizon European Research Council (ERC) Starting grant program (Grant Agreement No. 101040492; Project acronym: FragMent).

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N2 - Mobile sensing using portable sensors and momentary assessments has transformed the way mobility and place are considered in health and well-being research. Research at the intersection of Mobility, Health, and Place has increasingly leveraged methodological advances in data collection using mobile sensing technologies, data processing, data analytics, and clinical applications to observe and unveil intertwined relations between individuals’ characteristics and behaviors, changing environments, and their health and well-being at fine-grained spatial and temporal scales. In this editorial, we provide an overview of recent health and behavioral research in the context of mobility and place. Specifically, we classify health-relatable mobile sensing technologies with a proposed taxonomy of mobile sensing, and review how new sensing approaches transformed research trends in the field of mobility, health, and place. We then discuss challenges in data collection and processing, analysis, and interpretation and practices.Highlights•Mobile sensing has transformed research in Mobility, Health, and Place.•It enables pervasive real-life measurements of personal behavior, context and health.•It enables the development of novel digital biomarkers and personalized intervention.•Classification of mobile sensing technologies and methods is proposed.•Issues remain in data collection and analysis to address uncertainties and biases.

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Advances and challenges in sensor-based research in mobility, health, and place

Abstract

Bibliographical note

Keywords

Access to Document

Other files and links

FragMent: Geographic environments, daily activities and stress: a study on the space-time fragmentation of exposure patterns