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Mhealth	
  Apps	
  for	
  Improved	
  Health	
  in	
  Medicine	
  
	
  
Stephen	
  P.	
  Yang,	
  Ph.D.	
  
	
  Maged	
  N.	
  Kamel	
  Boulos,	
  Ph.D	
  
Solu%on	
  
•  “Smart	
  mobile	
  devices	
  and	
  applica3ons,	
  
working	
  in	
  concert	
  with	
  cloud	
  compu3ng,	
  
social	
  networking	
  and	
  big	
  data	
  analy3cs,	
  will	
  
be	
  at	
  the	
  core	
  of	
  global	
  health	
  care	
  
transforma3on.”	
  
– Pat	
  Hyek	
  
Global	
  Technology	
  Industry	
  Leader,	
  Ernst	
  &	
  Young	
  
95M	
  Mobile	
  for	
  Health	
  
Fitness	
  Tracker	
  $3.8B	
  to	
  $5.6B	
  
#Mhealth	
  Apps	
  &	
  Services	
  $26B	
  by	
  2017	
  
Media Diet
Intro
Mobile Exergames
• Exer(tion + video) games played on a mobile phone,
smartphone, handheld computer or game console.
• Games requiring player exertion (Oh & Yang, 2010)
played on smartphones, tablets (iOS, Droid), portable
gaming devices, Nintendo DS, PSP/Vita, activity trackers,
or GPS enabled devices.
HealthSeeker*	
  
Kilo-Beat
Monster	
  Manor*	
  (T1)	
  
Location-based, Outdoor
Figurerunning
Geosocial Apps
Harvard	
  &	
  BWH	
  (NFC)	
  
LifeFitness	
  (QR)	
  
Oakley	
  GPS	
  
Gamification features in
EpicMix at Vail Resorts
Run	
  An	
  Empire	
  
Techno	
  Gym	
  (NFC)	
  
• Running mobile game.
Runners listen to audio
narrative stories.
• GPS & accelerometer tracks
distance, time, pace, &
calories burned. 
• +800K downloads
• Zombies Run! online
communitywww.zombiesrung
ame.com
Zombies Run!
Future Directions
•  Greater	
  awareness	
  and	
  openness	
  to	
  using	
  
new	
  technologies	
  to	
  discover	
  things	
  about	
  the	
  
world	
  and	
  yourself	
  
LynxFit, Nike+
Race Yourself
GOGOYU
Tappy	
  Fit	
  
Zamzee	
  
Firms	
  Using	
  Wellness	
  Strategies	
  
Health	
  &	
  Wellness	
  –	
  Cleveland	
  Clinic	
  
Health	
  &	
  Wellness	
  –	
  DigiFit	
  
Health	
  &	
  Wellness	
  –	
  Euco*	
  
Health	
  &	
  Wellness	
  –	
  FitBit	
  -­‐	
  $43M	
  
Health	
  &	
  Wellness	
  –	
  FitLinxx	
  
Health	
  &	
  Wellness	
  –	
  GetHealth	
  
Health	
  &	
  Wellness	
  –	
  HeiaHeia	
  -­‐	
  €1.5M	
  
Health	
  &	
  Wellness	
  –	
  Jiff	
  -­‐	
  $18M	
  
Health	
  &	
  Wellness	
  –	
  Nudge	
  $2.8M	
  
Health	
  &	
  Wellness	
  –	
  Keas	
  -­‐	
  $7.4M	
  
Health	
  &	
  Wellness	
  –	
  Kinema	
  Fitness	
  
Health	
  &	
  Wellness	
  –	
  League	
  $4M	
  
Health	
  &	
  Wellness	
  –	
  Mango	
  Health	
  -­‐	
  $5.25M	
  
Health	
  &	
  Wellness	
  –	
  Limemade	
  -­‐	
  $25M	
  
Health	
  &	
  Wellness	
  –	
  ShapeUp	
  -­‐	
  $7.5M	
  
Health	
  &	
  Wellness	
  –	
  Tac%o	
  
Health	
  &	
  Wellness	
  –	
  U%liFit	
  
Health	
  &	
  Wellness	
  –	
  Vida	
  -­‐	
  $5M	
  
Health	
  &	
  Wellenss	
  -­‐	
  WebMD	
  
To	
  Sensor	
  or	
  Not	
  to	
  Sensor	
  
FitBit	
  Rules	
  
Jawbone	
  +	
  BodyMedia	
  ($100M)	
  =	
  ??	
  
Fitness & Exercise - Moov
Fitness	
  &	
  Exercise	
  –	
  Myontec	
  MBody	
  
Fitness & Exercise - OM Signal
Fitness	
  &	
  Exercise	
  -­‐	
  Skulpt	
  
Next?	
  
Glympse	
  
Device	
  &	
  Plajorms	
  
Impact EHR (DrChrono)
What	
  Works?	
  SMS,	
  JMIR	
  
Take	
  Away	
  
1.  Take	
  advantage	
  of	
  mo%va%on	
  
2.  Enjoyable,	
  rewarding,	
  socially	
  suppor%ve	
  
3.  Poten%al	
  for	
  Gateway	
  Effect	
  to	
  healthier	
  
lifestyles	
  
74	
  
Discussions	
  
•  How	
  to	
  Systema%cally	
  Assess	
  Serious	
  Games	
  Applied	
  to	
  
Health	
  Care	
  -­‐	
  JMIR	
  Serious	
  Games	
  2014	
  (Nov	
  11);	
  2(2):e11	
  
HTML:	
  hpp://games.jmir.org/2014/2/e11/	
  
–  Framework	
  provides	
  game	
  manufacturers	
  with	
  standards	
  for	
  the	
  
development	
  of	
  new,	
  valid	
  serious	
  games.	
  
Mahalo!	
  
76	
  
Mhealth	
  Apps	
  for	
  Improved	
  Health	
  in	
  Medicine	
  
Stephen	
  P.	
  Yang,	
  Ph.D	
  	
  @syangman	
  
	
  Maged	
  N.	
  Kamel	
  Boulos,	
  Ph.D	
  @mnkboulos	
  

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