Journal of Rehabilitation Medicine 51-3 | Page 5
J Rehabil Med 2019; 51: 151–159
REVIEW ARTICLE
EFFECTIVENESS OF HEALTHCARE INTERVENTIONS USING OBJECTIVE
FEEDBACK ON PHYSICAL ACTIVITY: A SYSTEMATIC REVIEW AND META-
ANALYSIS
Hanneke E. M. BRAAKHUIS, MSc 1,2 , Monique A. M. BERGER, PhD 2 and Johannes B. J. BUSSMANN, PhD 1
From the 1 Department of Rehabilitation Medicine, Erasmus MC University Medical Center, Rotterdam, and 2 Faculty of Health, Nutrition
and Sport, The Hague University of Applied Sciences, The Hague, The Netherlands
Objective: To determine the effectiveness of health
care interventions promoting physical activity, which
use objective feedback on physical activity delivered
using wearable activity monitors as part of the in
tervention. Intervention groups are compared with
control groups receiving usual care or interventions
without objective feedback.
Data sources: PubMed, EMBASE, MEDLINE and Co
chrane Library were searched to identify randomized
controlled trials.
Study selection: Randomized controlled trials pu
blished after 2007 with (former) healthcare patients
≥ 21 years of age were included if physical activity
was measured objectively using a wearable moni
tor for both feedback and outcome assessment. The
main goal of included studies was promoting phy
sical activity. Any concurrent strategies were related
only to promoting physical activity.
Data extraction: Effect sizes were calculated using
a fixed-effects model with standardized mean dif
ference. Information on study characteristics and
interventions strategies were extracted from study
descriptions.
Data synthesis: Fourteen studies met the inclusion
criteria (total n = 1,902), and 2 studies were exclu
ded from meta-analysis. The overall effect size was
in favour of the intervention groups (0.34, 95% CI
0.23–0.44, p < 0.01). Study characteristics and inter
vention strategies varied widely.
Conclusion: Healthcare interventions using feedback
on objectively monitored physical activity have a
moderately positive effect on levels of physical acti
vity. Further research is needed to determine which
strategies are most effective to promote physical ac
tivity in healthcare programmes.
Key words: meta-analysis; physical activity; feedback; wear
able electronic devices.
Accepted Jan 16, 2019; Epub ahead of print Mar 5, 2019
J Rehabil Med 2019; 51: 151–159
Correspondence address: Hanneke Elisabeth Maria Braakhuis, Eras-
musMC, Department of Rehabilitation Medicine and Physical Therapy,
PO Box 2040, 3000 CA Rotterdam, Rotterdam, The Netherlands. E-
mail: [email protected]
P
hysical inactivity is a worldwide problem. In the
long-term, active people have lower risk of disease,
such as cerebrovascular stroke and cardiac infarction,
LAY ABSTRACT
Wearable technology is progressively applied in health
care and rehabilitation to provide objective insight into
physical activity levels. In addition, feedback on phy-
sical activity levels delivered by wearable monitors mig-
ht be beneficial for optimizing their physical activity. A
systematic review and meta-analysis was conducted to
evaluate the effectiveness of interventions using feed-
back on objectively measured physical activity in patient
populations. Fourteen studies including 1902 patients
were analyzed. Overall, the physical activity levels of
the intervention groups receiving objective feedback
on physical activity improved, compared to the control
groups receiving no objective feedback. Mostly, a varie-
ty of other strategies were applied in the interventions
next to wearable technology. Together with wearable
technology, behavioral change strategies, such as goal-
setting and action planning seem to be an important
ingredient to promote physical activity in health care
and rehabilitation.
and frequent physical activity (PA) is beneficial for
health outcomes, such as mental wellbeing, physical
fitness and quality of life (1, 2). Short-term effects of
PA are also well-established; for example, promoting
PA in patients shortly after stroke appears to be bene-
ficial for motor and neurological repair (3, 4).
With increasing evidence from diverse patient po-
pulations of the benefits of being physically active,
promoting PA is essential in treatment and rehabilita-
tion (5). Unfortunately, promotion of PA in patient
populations, such as those with chronic conditions, is
challenging, since they are often burdened by several
health problems and encounter barriers to physical
activity. Therefore, these patients are at greater risk of
physical inactivity compared with their healthy peers
(6). Medical professionals, especially rehabilitation
teams, can play a substantial role in improving PA
with regard to patient-specific health behaviours and
disease management (5, 6). Knowledge of the most
effective way to promote PA in healthcare is needed.
A progressively applied tool to support promotion of
PA in healthcare is monitoring activity using wearable
technology, such as pedometers and accelerometers
(7). These “wearables”’ objectively measure PA and, in
recent years, their accuracy and validity has increased
This is an open access article under the CC BY-NC license. www.medicaljournals.se/jrm
Journal Compilation © 2019 Foundation of Rehabilitation Information. ISSN 1650-1977
doi: 10.2340/16501977-2522