can spiders use the web? the use of technology to support ... · technology to support neurological...
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Can spiders use the Web? The use of technology to support neurological
rehabilitation Dr Lorna Paul
Reader in Rehabilitation University of Glasgow
@RehabResearchGU
Plan
• Background to technological supported rehabilitation (focus on web and app based)
• Evidence base
• Two example: webbasedphysio.com STARFISH
Evolution of mobile technology
Times have changed!
Internet usage
http://www.internetworldstats.com/stats.htm
• 86% of the adult population of the UK used the internet •73% (36 million adults) used it on a daily basis (Office of National Statistics 2013) More people in the UK use the internet than have a car More people have a mobile phone than a toothbrush
Terminology
Increased demand on NHS
Unable to access
‘conventional’ treatment
Effort outweighs benefits
Timing (pt and therapist)
Cost of travel
24 hour day access
Seen by an expert
Add remote monitoring
Cost
Confidentiality
Governance
Technology
Skills (staff and pts)
Attitudes
Challenge on role
Scope of practise
DRIVERS BARRIERS
Key factors for successful internet interventions
• Use of educational components (structured educational
material) 2
• Tailoring of the intervention to participants needs 4
• Behaviour change techniques: goal setting, action planning, barrier identification, feedback on performance, facilitation of social comparison 1
• Theoretical basis: social cognitive theory, Transtheoretical Model, Theory of planned behavior 1
• Mode of delivery: automated functions (tailored feedback, multimedia use) communicative functions (with advisor/peers), supplementary modes (SMS/Email/ telephone) 1
• Programme utilization (More frequent use, participant engagement) 2,3
1Webb et al. 2012; 2Davies 2012; 3Norman 2007; 4Aalbers 2011
Background
• Some participants couldn’t access the community based programme due to problems with transport, work, family commitments etc
• Community programme resource intensive
Internet usage in MS In 2010, the Multiple Sclerosis Society undertook a survey of its members to inform their Web Accessibility Policy (v1.0). • 92% used the internet three times or more per week • only 20% had problems in using the internet. • visual and dexterity problems were most commonly reported • generally no modifications or ‘access technologies’ were required (many increased the font size).
webbasedphyiso.com
• Developed with patient advisory group
• Patients assessed face to face
• Individualised programme which is remotely reviewed and altered by physiotherapist
The website has 3 sections 1) exercise pages; each page has a video clip, written description, audio explanation of each exercise, timer and exercise diary 2) information/advice section [3) discussion forum] Library for around 30 exercises at four levels, warm up and cool down
Participants 30 people with Multiple Sclerosis and EDSS 5-6.5 Intervention (n=15) 12 weeks of twice weekly, web-based exercise Weekly phone calls from physiotherapist Remote alterations in programme as required Control (n=15) Usual care
Total sample Intervention
(Group 1) Control
(Group 2)
Number of participants
30 15 15
Gender M:F
6:24 3:12 3:12
Age (years)
51.7 [11.2] 50.8 [7.4] 52.5 [14.3]
EDSS 5.9 [0.5] 6.0 [0.5] 5.8 [0.5]
BMI 26.1 [5.1] 25.9 [4.6] 26.3 [5.7]
Time since diagnosis
(years) 12.7 [9.05] 12.5 [7.1] 12.8 [10.9]
Type of MS
Benign 2 PPMS 4
RRMS 17 SPMS 5
Not known 2
Benign 0 PPMS 1
RRMS 11 SPMS 2
Not known 1
Benign 2 PPMS 3 RRMS 6 SPMS 3
Not known 1
Outcome Measures (face to face) 25ft Walk Berg Balance Scale Timed Up and Go MS Symptom Checklist Multiple Sclerosis Impact Scale Hospital Anxiety and Depression Scale Leeds MS Quality of Life Scale Telephone Interviews
Variable/
Group
Pre
Mean [sd]
Post
Mean [sd]
Mean
Difference
[Pre-Post]
95%
Confidence
Interval
Effect Size
Cohen’s
d
25FW
Control 0.91 [0.45] 0.91 [0.43] 0.00 -0.06, 0.06 0
Intervention 0.75 [0.36] 0.80 [0.36] -0.05 -0.13, 0.02 0.44
BBS
Control 43.86 [12.71] 44.21 [11.82] -0.36 -1.78, 1.07 0.03
Intervention 40.80 [14.79] 42.07 [13.36] 2.29 -3.13, 7.72 0.09
TUG
Control 17.01 [8.11] 15.10 [5.37] 1.91 -0.05, 3.87 0.28
Intervention 26.61 [27.84] 24.32 [21.85] 2.29 -3.13, 7.72 0.09
MS Symptom
Control 34.14 [17.27] 32.64 [13.85] 1.50 -3.94, 6.94 0.10
Intervention 37.07 [11.93] 32.00 [13.58] 5.07 -0.55, 10.68 0.40
MSIS-PHY
Control 43.04 [20.87] 40.98 [20.44] 2.05 -6.04, 10.15 0.10
Intervention 48.42 [15.83] 39.83 [19.87] 8.59 0.09, 17.07 0.48
MSIS-PSY
Control 34.32 [22.48] 28.77 [16.97] 5.56 -2.62, 13.73 0.28
Intervention 35.74 [17.12] 29.44 [17.56] 6.30 -1.83, 14.42 0.36
HADS-A
Control 6.43 [4.11] 4.50 [2.79] 1.93 0.42, 3.44 0.55
Intervention 5.80 [3.88] 5.87 [4.05] -0.07 -1.16, 1.03 0.02
HADS-D
Control 6.07 [2.62] 5.79 [3.26] 0.29 -0.79, 1.34 0.10
Intervention 5.73 [3.73] 5.67 [2.90] 0.06 -1.20, 1.33 0.02
LEEDS QoL
Control 11.71 [3.60] 10.71 [4.53] 1.00 -0.54, 2.54 0.24
Intervention 10.13 [4.52] 10.20 [4.71] -0.07 -1.67, 1.53 0.01
Results - quantitative
Themes Subthemes Indicative quotes
Using of the Website
Ease of use “pretty easy and straightforward” wbp1 “not the best person on the computer but I did manage” wpb2
Using the programme
“if I have had a really tiring day I pick out certain ones... then at least I am doing something, rather than nothing” wbp8
Suggested improvements
Ability to review previous diary entries “would have given an indication if I was feeling better one day than the other at doing the exercises” wbp10
Physical and psychological change
“my walking got a lot better” wbp5 “it opened my eyes to what I can do and its made me a bit more confident” wbp10
Web-based physiotherapy as a mode of delivery
Enjoyment “I enjoyed doing it” wbp10 “I enjoyed it the way it was” wbp1
Practical convenience
“I don’t have to get dressed, get my jacket on and go in the car” wbp1 “it was a better option for me to do the exercises at home because I don’t drive any more and I would be relying on my poor old dad to drive me” wbp9
Exercising alone “I’ve went to a couple of classes since I had my MS, it’s quite embarrassing sometimes because you can’t do... in my own home I didn’t have the embarrassment factor” wbp10
Supported exercise
“I knew I could phone her [the physio] or text her, or mention it in the diary... it was all the support that you would want” wbp13
Future plans “I have went and joined the local gym” wbp10
Results - qualitative
Results - compliance • Participants logged on to the website an average 1.3 times per week.
• There was a reduction in the average number of log-ins over the 12 week intervention period from 2.1 to 0.9
0
1
2
3
1 2 3 4 5 6 7 8 9 10 11 12
Mean number of log-ins
Satisfaction questionnaire
16 Would you like to use this program in the future?
Certainly yes 13
To a large extent 1
To some extent 1
No 0
17 Would you advise other patients to use this program?
Certainly yes 14
To a large extent 1
To some extent 0
No 0
18 Overall how would you grade this program?
Needs serious improvement 0
Needs some improvement 0
Good 5
Excellent 10
Label Definition How the technique is operationalised in WEB BASED PHYSIO
GOALS AND PLANNING
Goal setting (behaviour) Set or agree on a goal defined in terms of the
behaviour to be achieve
Following initial assessment goals are agreed between the patient and physiotherapist. The
exercise programme is then set up with a number of exercises to address these agreed goals.
Review behaviour goals Review behaviour goal(s) jointly with the
person and consider modifying goal(s) or
behaviour change strategy in light of
achievement
The exercise programme is reviewed every two weeks and modified by the physiotherapist
as appropriate depending on the patient’s feedback within their exercise diary. Patients can
also request modifications to their programme depending on whether they find specific
exercise too easy or difficult.
FEEDBACK AND MONITORING
Monitoring of behaviour by
others without feedback
Observe or record behaviour with the
person’s knowledge as part of a behaviour
change strategy
As patients are completing their programme they complete their exercise diary online. This
is seen by their physiotherapist.
Self-monitoring of behaviour Establish a method for the person to monitor
and record the outcome(s) of their behaviour
as part of a behaviour change strategy
As patients are completing their programme they complete their exercise diary online.
Patients can review their previously completed diaries.
SHAPING KNOWLEDGE
Instruction on how to perform
behaviour
Advise or agree on how to perform the
behaviour
As patients log on to the website they view videos of each exercise assigned to them.
Patients can watch the exercise and listen to the audio and written instructions.
NATURAL CONSEQUENCES
Information about health
consequences
Provide information (eg. written, verbal, or
visual) about health consequences of
performing the behaviour
Patients are provided with advice and education on the website. Within this section there is
advice specific to their condition and advice regarding health consequences of performing
the behaviour.
Information about emotional
consequences
Provide information (eg. written, verbal, or
visual) about emotional consequences of
performing the behaviour
Patients are provided with advice and education section on the website. Within this section
there is advice specific to their condition and advice regarding emotional consequences of
performing the behaviour.
COMPARISON OF BEHAVIOUR
Demonstration of the
behaviour
Provide an observational sample of the
performance of the behaviour, directly in the
person or indirectly eg. via film, pictures, or
for the person to aspire to or imitate
Patients are provided with video demonstrations of each exercise within their individualised
exercise programme.
REPETITION AND SUBSTITUTION
Graded tasks Set easy-to-perform tasks, making them
increasingly difficult, but achievable, until
the behaviour is performed
Patients are assessed and exercises are prescribed based on their goals and ability. Exercises
within patients exercise programmes are gradually progressed in intensity or difficulty.
ANTECEDENTS
Adding objects to the
environment
Add objects to the environment in order to
facilitate the performance of the behaviour
The website is available to patients to access using their computer or tablet. Patients may
also be advised to use resistance (e.g. water bottles or resistance bands) to progress exercises
Body changes Alter body structure, functioning or support
directly to facilitate behaviour change
Patients may notice body changes or improved function in their daily life after taking part in
their exercise programme
Mapping of Behaviour Change Techniques (BCTs) to those of the International Taxonomy for BCTs (Michie et al 2013)
• Studies on-going comparing class and web-based
physio in pulmonary rehab • Customisation and pilot study for Spinal Cord Injury • Multicentre study in MS (with health economics),
funded by MS Society (Ayrshire, Lothian, Plymouth) • PhD student starting at University of Otago, New
Zealand • Investigating possibility of spin out company
• Applications pending for cohort study for people
with axial spondyloarthritis (ankylosing spondylitis)
Current activity and Future Plans
Digitisation of exercises • Working with MSc Medical Visualisation student • “Seeing the muscle group working is so much more effective and
empowering and would make me more inclined to keep doing it than not seeing it”
• “I felt very unhappy the first time I was sent away with exercises, not long after I had been diagnosed, and I was given the care-based exercises for the elderly video. But I thought, I’m young, I think I was about 40 and thought this isn’t good enough and that really was dispiriting…but this feels like you’re in the 21st century” and that you are so worthy that you’ve actually got this to do”
http://www.webbasedphysio.com
email address [email protected]
password: password
Collaborators: Linda Renfrew, Dr Elaine Coulter, Dr Paul Mattison, Dr Angus McFadyen
Web-based physiotherapy for people moderately affected with Multiple Sclerosis;
results from a randomised, controlled pilot study and the patient experience. Paul L, et al Clinical Rehabilitation 2014 28: 924-935
Demonstration Page
STARFISH, a facilitated, behavioural change programme to encourage physical activities delivered via a
mobile phone app
Dr Lorna Paul,
Prof S Wyke
Prof S Brewster
Dr Aleksandra Dybus
Dr Jason Gill
Gill Alexander
STARFISH • STARFISH is a smart phone app designed as a
behavioural change intervention to encourage physical activity
• The sensors within a standard smart phone record the number of steps taken per day by the individual
• Each person is represented by a fish within a fish tank.
• When the participant is active their fish blows bubbles and swims faster
• As the participant reaches their target number of steps per day, their fish’s fins and tail grow.
Key features – Social Facilitation and Targets
• STARFISH is undertaken in groups of four
• Each fish is distinguishable by colour thus each participant gets feedback on the activity of each member of the group
• Physical activity targets are individual
• Each person can access their daily or weekly step counts
Key Features - Feedback
• Each week the fish fins grow if the person achieves their daily target
• Individualised feedback for motivation
Physical activity targets - Group
• Each week a new creature comes to swim in the tank if the group achieve 90% of the group goal (seahorse, octopus, final creature is a Starfish)
• Group reward for motivation
STARFISH pilot studies
• One week baseline activity measure
• Baseline measures; medications, BMI, blood pressure, HR, Functional measures, Blood sample for blood lipids, LFTs, CRP, HBA1c
• Use the app for 6 weeks
• Repeat measures
• Focus group
STARFISH Studies
Starfish in older people
• Funded by BUPA Foundation
• Coproduction
• 16 older people
• 32% increase in steps/day
• Technological challenges ++
• One broken leg (fall)
Starfish in stroke
• Funded by Chest, Heart and Stroke Scotland
• Coproduction
• 24 people after stroke (4.2yrs)
• 16 intervention/8 control
• 40% increase in steps/day
• Significant increase in gait speed
• One person suffered second stroke
Examples of quotes from focus groups
Friends asking about the phone
generated discussion on PA
Realised how much I was
sitting at night
Can walk up the stairs without
getting so breathless
Could only plan one day at time – weather
dependent
I think I lost a
wee bit of weight
Certainly made me walk more
Gave me something
to look forward to
http://www.webbasedphysio.com
email address [email protected]
password: password
Collaborators: Linda Renfrew, Dr Elaine Coulter, Dr Paul Mattison, Dr Angus McFadyen
Web-based physiotherapy for people moderately affected with Multiple Sclerosis;
results from a randomised, controlled pilot study and the patient experience. Paul L, et al Clinical Rehabilitation 2014 28: 924-935
Demonstration Page