Mobile Footprinting: Linking Individual Distinctiveness in Mobility Patterns to Mood, Sleep, and Brain Functional Connectivity
By
Cedric Huchuan Xia,
Ian Barnett,
Tinashe Tapera,
Zaixu Cui,
Tyler Moore,
AzeezA Adebimpe,
Sage Rush,
Kayla Piiwaa,
Kristin Murtha,
Sophia Linguiti,
Ellen Leibenluft,
Melissa Martin,
Melissa Lynne Martin,
Monica E Calkins,
David Roalf,
Daniel Wolf,
Dani S. Bassett,
David M. Lydon-Staley,
Justin Baker,
Lyle Ungar,
Theodore D Satterthwaite
Posted 18 May 2021
bioRxiv DOI: 10.1101/2021.05.17.444568
Mapping individual differences in behavior is fundamental to personalized neuroscience. Here, we establish that statistical patterns of smartphone-based mobility features represent unique footprints that allow individual identification. Critically, mobility footprints exhibit varying levels of person-specific distinctiveness and are associated with individual differences in affective instability, circadian irregularity, and brain functional connectivity. Together, this work suggests that real-world mobility patterns may provide an individual-specific signature linking brain, behavior, and mood.
Download data
- Downloaded 491 times
- Download rankings, all-time:
- Site-wide: 89,379
- In neuroscience: 13,015
- Year to date:
- Site-wide: 48,400
- Since beginning of last month:
- Site-wide: 96,877
Altmetric data
Downloads over time
Distribution of downloads per paper, site-wide
PanLingua
News
- 27 Nov 2020: The website and API now include results pulled from medRxiv as well as bioRxiv.
- 18 Dec 2019: We're pleased to announce PanLingua, a new tool that enables you to search for machine-translated bioRxiv preprints using more than 100 different languages.
- 21 May 2019: PLOS Biology has published a community page about Rxivist.org and its design.
- 10 May 2019: The paper analyzing the Rxivist dataset has been published at eLife.
- 1 Mar 2019: We now have summary statistics about bioRxiv downloads and submissions.
- 8 Feb 2019: Data from Altmetric is now available on the Rxivist details page for every preprint. Look for the "donut" under the download metrics.
- 30 Jan 2019: preLights has featured the Rxivist preprint and written about our findings.
- 22 Jan 2019: Nature just published an article about Rxivist and our data.
- 13 Jan 2019: The Rxivist preprint is live!