health social machines a quick overview for SOCIAM-Soton by eMax & dan Tuesday, 7 May 13
Jan 27, 2015
health social machines
a quick overview for SOCIAM-Sotonby eMax & dan
Tuesday, 7 May 13
device support networksdevices
support networks
literature
putting it together
Tuesday, 7 May 13
personal biometric sensorsweight
activity
eating temp
blood pressure env. tempbody fat
sleep
Tuesday, 7 May 13
facial expressions, affect and “brain-waves”
eMotivelow cost EEG
Tuesday, 7 May 13
temperature, heat flux, galvanic skin response and 3-axis accelerometer sensors
calorie burn, exercise intensity, stress & sleep
bodymedia core 2
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moves
Tuesday, 7 May 13
moves
activity classification using GPS and Accelerometers
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cardiio
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cardiio
Heart rate from camera
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zensorium tinke
Tuesday, 7 May 13
zensorium tinke
Heart rate, Respiratory Rate,Heart rate variability, Blood oxygen level, “stress index”
Tuesday, 7 May 13
nike+ fuelband
Tuesday, 7 May 13
nike+ fuelband
Tuesday, 7 May 13
nike+ fuelband
simple gameificationTuesday, 7 May 13
fitocracysocial gameification
Tuesday, 7 May 13
fitocracy “points” (fuel/calories burned)levels (titles/badgets/awards)programmes (“quests”)f2f competition (“duels”)“teams” & team competition discussion (“chatter”)support (“fans/cheerleading”)
social gameification
Tuesday, 7 May 13
fitocracy “points” (fuel/calories burned)levels (titles/badgets/awards)programmes (“quests”)f2f competition (“duels”)“teams” & team competition discussion (“chatter”)support (“fans/cheerleading”)
social gameification
Fitbit, Nike+, Zeo, Traineo, dailyburn, earnedit, FitFiend, FitByFun, FitLink, ExtraPounds, SparkPeople
Tuesday, 7 May 13
support networks
Tuesday, 7 May 13
support networks
24/7 access
Peer support and counseling through discussion forums
Professional support (BWW staff)
“Full engagement, safety and anonymity of all members”
Requires prescription
Collective sensemaking through crowdsourced reports of treatments and experiences and insight
Free to all
Non-anonymous, non-professionally staffed
Tuesday, 7 May 13
• Switch by Chip Heath & Dan Heath• Carrots and Sticks by Ian Ayres• The Tipping Point by Malclom Gladwell• Blink by Malcolm Gladwell• Drive by Daniel Pink• Sway by Ori Brafman• Nudge Richard Thaler & Cass Sunstein• Predictably Irrational by Dan Ariely• Upside of Irrationality by Dan Ariely• The Art of Game Design by Jesse Schell• Gamification by Design by Gabe Zichermann• Reality is Broken by Jane McGonigal• Rock Paper Scissors by Len Fisher• Immunity to change by Robert Kegan• Cognitive Surplus by Clay Shirky• The Wisdom of Crowds by James Surowiecki• Descartes' Error by Antonio Damasio• The Paradox of Choice by Barry Schwartz• How We Decide by Jonah Lehrer• Don't Shoot The Dog by Karen Pryor• The Social Animal by David Brooks• Punished by Rewards by Alfie Kohn
Thomas Goetzexecutive director of WIREDPublic Health at UC Berkeley
Kevin KellyExecutive editor of WIREDEditor of Whole Earth Catalogue
http://quantifiedself.com
Tuesday, 7 May 13
Framingham Heart Study1948-ongoing , 5,208 adult subjectsMuch of the now-common knowledge concerning heart disease, such as the effects of diet, exercise, and common medications such as aspirin, is based on this longitudinal study.
1000+ medical papersHigh Blood Pressure / Hypertension not healthyGenetic risk factors identifiedBehavioural risk factors (e.g., cigarette smoking) identifiedGender-specific risk factors identified
Stanford Marshmallow Experiment1972-2012 , 600-800 participants
China-Cornell-Oxford Nutrition StudyBusselton Health Study
Impulsive behaviour correlated with behavioural characteristicslater in life 1988 "preschool children who delayed gratification longer in the self-imposed delay paradigm, were described more than 10 years later by their parents as adolescents who were significantly more competent".prefrontal cortex / ventral striatum obesity, SAT scores, professional salaries, marital happiness ....
longit
udin
al he
alth
stud
ies
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challenges for longitudinal use
challenges
advantages
Tuesday, 7 May 13
challenges for longitudinal use
no longitudinal study of effects of gameification + behavioural ints.
challenges
advantages
device tied to provider’s silo+app ; difficult to pull data out
no integration across devices;
logging is an investment good (Thaler & Susstein) - costs now, benefits later; sustaining logging is difficult
high-res, multi-dimensional temporal data
low-effort, “almost forgettable”
not clinically validated
disagreement among units ‘fuel’ ‘points’ ‘calories’
increases awareness of everyday activities
bridges estimation gap
Tuesday, 7 May 13
Analysis of An Online Health Social Network, Ma et al (2010) ACM International Health Informatics
107,000 User Empirical Analysis
“If a user’s friend makes significant progress on weight loss, the probability of that user’s own weight-loss success is much greater than a user whose friends are not making progress.”
“A user’s weight loss may positively influence those separated as far as four-degree away in the social network.”
Tuesday, 7 May 13
“This sharing of information creates a more informed and empowered patient and can lead to a
radical reconfiguring of the doctor/patient
relationship.”
Tuesday, 7 May 13