Is Complexity of Daily Activity Associated with Physical Function and Life Space Mobility among Older Adults?
Abstract
Purpose
Information about mobility, and physical function may be encoded in the complexity of daily activity pattern. Therefore, daily activity pattern complexity metrics could provide novel insight regarding the relationship between daily activity behaviour and health. The purpose of the present study was to examine the association between the complexity of daily activity behaviour, and mobility and physical function among community-dwelling older adults aged 75, 80, and 85 years-of-age.
Methods
A total of 309 participants wore accelerometers concurrently on the thigh and the trunk for at least 3 consecutive days. Five activity states (lying, sitting, standing, walking, or activity other than walking) were defined in three different temporal grains (5 s, 1 min, 5 min) and Lempel-Ziv complexity was evaluated. We assessed complexity of daily activity behaviour with life-space mobility and physical function with distance in preferred pace 6 min walk, and short physical performance battery.
Results
Weak positive associations were observed between complexity of daily activity and mobility and physical function at the finest temporal grains in both sexes (Spearman rho 0.19 to 0.27; p < 0.05). No significant associations were observed in the coarsest temporal grain in either sex.
Conclusions
Lempel-Ziv estimates of daily activity complexity with a fine temporal grain seems to be associated with community-dwelling older adults’ physical function. The coarsest 5 min temporal grain may have smoothed out physiologically meaningful short activity bouts. Since complexity encodes information related to timing, intensity, and patterning of behaviour, complexity of activity could be an informative indicator of future physical function and mobility.
Main Authors
Format
Articles
Research article
Published
2022
Series
Subjects
Publication in research information system
Publisher
Lippincott Williams & Wilkins
The permanent address of the publication
https://urn.fi/URN:NBN:fi:jyu-202212285844Use this for linking
Review status
Peer reviewed
ISSN
0195-9131
DOI
https://doi.org/10.1249/mss.0000000000002883
Language
English
Published in
Medicine and Science in Sports and Exercise
Citation
- Rantalainen, T., Koivunen, K., Portegijs, E., Rantanen, T., Palmberg, L., Karavirta, L., & Chastin, S. (2022). Is Complexity of Daily Activity Associated with Physical Function and Life Space Mobility among Older Adults?. Medicine and Science in Sports and Exercise, 54(7), 1210-1217. https://doi.org/10.1249/mss.0000000000002883
Funder(s)
Research Council of Finland
European Commission
Research Council of Finland
Research Council of Finland
Research Council of Finland
Research Council of Finland
Funding program(s)
Academy Research Fellow, AoF
ERC European Research Council, H2020
Research costs of Academy Research Fellow, AoF
Academy Project, AoF
Research costs of Academy Research Fellow, AoF
Academy Research Fellow, AoF
Akatemiatutkija, SA
ERC European Research Council, H2020
Akatemiatutkijan tutkimuskulut, SA
Akatemiahanke, SA
Akatemiatutkijan tutkimuskulut, SA
Akatemiatutkija, SA



Funded by the European Union. Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or the European Education and Culture Executive Agency (EACEA). Neither the European Union nor EACEA can be held responsible for them.
Additional information about funding
The AGNES project is financially supported by grants of the European Research Council (grant number 693045 to TaR) and the Academy of Finland (grant number 310526 to TaR). TiR was an Academy Research Fellow during the preparation of this manuscript (Academy of Finland grant numbers 321336 and 328818). EP was supported by a grant from the Finnish Ministry of Education and Culture during the drafting of the manuscript. LK was an Academy Research Fellow during the preparation of this manuscript (Academy of Finland grant numbers 339391 and 346462).
Copyright© 2022 The Author(s)