Journal of Rehabilitation Medicine 51-6 | Page 32
J Rehabil Med 2019; 51: 426–433
ORIGINAL REPORT
COMPARISON OF ACCELEROMETER-BASED ARM, LEG AND TRUNK
ACTIVITY AT WEEKDAYS AND WEEKENDS DURING SUBACUTE INPATIENT
REHABILITATION AFTER STROKE
Margit ALT MURPHY, PhD 1,2 *, Sofi ANDERSSON, MSc 1,2 , Anna DANIELSSON, PhD 1,3 , Jan WIPENMYR, MSc 4 and Fredrik
OHLSSON, PhD 4
From the 1 Department of Clinical Neuroscience, Rehabilitation Medicine, Institute of Neuroscience and Physiology, Sahlgrenska Academy,
University of Gothenburg, 2 Department of Occupational Therapy and Physiotherapy, Sahlgrenska University Hospital, 3 Departement
of Health and Rehabilitation, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, 4 RISE Acreo,
Gothenburg, Sweden
Objective: To determine whether there are differen-
ces in arm, leg and trunk activity measured by acce-
leration between weekdays and weekends in people
undergoing rehabilitation in the subacute stage after
stroke.
Design: Cross-sectional study.
Patients: Twenty-eight individuals with stroke
(mean age 55.4 years; severe to mild impairment)
and 10 healthy controls.
Methods: A set of 5 3-axial accelerometers were
used on the trunk, wrists and ankles during 2 48-h
sessions at weekdays and over a weekend. Day-time
acceleration raw data were expressed as the signal
magnitude area. Asymmetry between the affected
and less-affected limb was calculated as a ratio.
Results: Participants with stroke used their both
arms and legs less at weekends than on weekdays
(p <
0.05, effect size 0.32–0.57). Asymmetry bet-
ween the affected and less-affected arm was grea-
ter at weekends (p < 0.05, effect size 0.32). All ac-
tivity measures, apart from the less-affected arm
on weekdays, were lower in stroke compared with
controls (p < 0.05, effect size 0.4–0.8). No statisti-
cally significant differences were detected between
weekday and weekend activity for the control group.
One-third of participants perceived the trunk sensor
as inconvenient to wear.
Conclusion: Increased focus needs to be applied on
activities carried out during weekends at rehabilita-
tion wards.
Key words: stroke; physical activity; accelerometry; rehabi-
litation; weekday weekend differences; ambulatory monito-
ring; wearable technology; patient preference.
Accepted Mar 22, 2019; Epub ahead of print Apr 2, 2019
J Rehabil Med 2019; 51: 426–433
Correspondence address: Margit Alt Murphy, Rehabilitation Medicine,
Institute of Neuroscience and Physiology, Sahlgrenska Academy, Uni-
versity of Gothenburg, Per Dubbsgatan 14, SE413 45 Gothenburg,
Sweden. E-mail: [email protected]
I
ndividuals with stroke have difficulty achieving the
recommended levels of physical activity, despite that
the physical activity is a key component of primary and
secondary prevention of stroke (1). Behavioural map-
ping studies show that individuals with stroke spend
LAY ABSTRACT
Individuals with stroke have difficulty achieving the
recommended levels of physical activity. The physical
environment and support provided can also influence
activity levels. This study aimed to determine whether
there are differences between weekdays and weekends
in arm, leg and trunk activity measured by accelera-
tion in people undergoing rehabilitation in the subacute
stage after stroke. The results showed that people with
hemiparesis in the inpatient rehabilitation setting use
not only their more-affected, but also their less-affected
arm and leg less at weekends than on weekdays. Thus,
the challenge during inpatient rehabilitation is to iden-
tify patients who might need extra support to be able to
maintain their physical activities at weekends, facilitate
activity on all days of the week, and take full advantage
of the recovery process.
approximately 70–80% of waking hours in lying or
sitting, both in subacute and chronic stages (2–6). In
hospital settings, during a typical day of rehabilitation,
patients were physically active for approximate 23 min
and spent only 1 min in vigorous activity (7). Studies
using accelerometers show that community-dwelling
stroke survivors took approximately half the number
of steps per day compared with healthy controls (8),
and that individuals with stroke remain sedentary at
least 1 year after stroke (9). Similarly, the paretic arm
was used for a mean of 3 h per day and the non-paretic
arm for 6 h per day early after stroke compared with
8.5 h in non-disabled controls (10).
Wearable devices, such as accelerometers, are in-
creasingly used to objectively measure activity levels
in stroke. The majority of studies in stroke report step
or activity counts or duration of activity/inactivity (e.g.
time spent in walking, sitting or lying) measured with a
single or a set of 2–3 activity sensors on the lower body
(11). Similarly, duration of arm activity, measured as
activity counts and a ratio of paretic to non-paretic arm,
are frequently reported (12). Commonly, proprietary
algorithms are used to generate step or activity counts,
which makes comparison between devices and studies
difficult (13). Thus, reporting accelerometer metrics
in terms of acceleration (m/s 2 ) is advocated in order
This is an open access article under the CC BY-NC license. www.medicaljournals.se/jrm
doi: 10.2340/16501977-2553
Journal Compilation © 2019 Foundation of Rehabilitation Information. ISSN 1650-1977