Projects per year
Abstract
Understanding people’s movement patterns has many important applications, from analysing habits and social behaviours, to predicting the spread of disease. Information regarding these movements and their locations is now deeply embedded in digital data generated via smartphones, wearable sensors, and social media interactions. Existing research largely uses data-driven modelling to detect patterns in people’s movements, but such approaches are often devoid of psychological theory and fail to capitalise on what movement data can convey about associated thoughts, feelings, attitudes and behaviour. This article outlines trends in current research and discusses how psychologists can better address theoretical and methodological challenges in future work, while capitalising on the opportunities that digital movement data present. We argue that combining approaches from psychology and data science will improve our ability to make predictions about individuals’ or groups’ movement patterns, and that such interdisciplinary research has the capacity to advance psychological theory.
Original language | English |
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Pages (from-to) | 88-95 |
Number of pages | 8 |
Journal | Current Directions in Psychological Science |
Volume | 31 |
Issue number | 1 |
Early online date | 21 Dec 2021 |
DOIs | |
Publication status | Published - 1 Feb 2022 |
Bibliographical note
Funding Information:The authors would like to thank John Dixon for his valuable comments on an earlier version of the manuscript and for providing the visualization included in the Supplemental Material.
Publisher Copyright:
© The Author(s) 2021.
Keywords
- computational social science
- digital data
- human movement patterns
- mobility
ASJC Scopus subject areas
- General Psychology
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Dive into the research topics of 'Integrating Insights About Human Movement Patterns from Digital Data into Psychological Science'. Together they form a unique fingerprint.Projects
- 1 Finished
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CREST 3.0
Joinson, A. (PI), Ellis, D. (CoI), Hinds, J. (CoI), Piwek, L. (CoI) & Brown, O. (Researcher)
Economic and Social Research Council
1/10/20 → 30/06/24
Project: Research council