wearables and advanced analytics in lifestyle changee3a76af3-37fa-4d90-a2f9-b2ab1c3a1b10/... ·...
TRANSCRIPT
Tero Myllymäki
Head of Physiology Research
Swiss Re 2016: Health monitoring: Making sense of sensors
WEARABLES AND ADVANCED ANALYTICS IN LIFESTYLE CHANGE
Leading provider of heartbeat analytics for wellbeing, stress, recovery and physical activity.
Established 2002 as a spin-off from Research Institute for Olympic Sports and University of Jyväskylä, Finland.
Based on 20 years of applied research and experience in heartbeat and heart rate variability.
Firstbeat has created a unique digital model of the physiology that turns heartbeat data into personal feedback.
We bring near laboratory accuracy and technology used by professional athletes available to everyone.
FIRSTBEAT’S BACKGROUND
McInnis et al (2002). The Case For More Active Policy Attention To Health Promotion. Health Affairs, 21 (2): 78-93
WHY LIFESTYLE IS IMPORTANT?
PHYSICAL ACTIVITY – KEY COMPONENT OF A HEALTHY LIFESTYLE
+20% IN FITNESS EQUALS +20 YEARS OF QUALITY LIVING
Walking stairs
Household work
EXCESSIVE STRESS AND POOR RECOVERY -SIGNIFICANT RISK FACTORS IN LIFESTYLE DISEASES
STRESSNEUROENDOCRINE
RESPONSESINCREASED RISK OF LIFESTYLE DISEASES
UNHEALTHY LIFESTYLE
smoking, low physical activity, high energy intake
/ poor diet, excessive alcohol use ...
E.g. elevated sympathetic activity and arterial blood pressure,
increased stress hormone secretion
e.g. Lucini et al. 2007, Chandola et al. 2007
Type-2 diabetesCardiovascular diseasesMetabolic syndrome…
The overall burden of
unhealthy lifestyles is heavy at
individual & societal levels!
PHYSIOLOGY ANALYTICS IN
LIFESTYLE CHANGE
WHY HEART RATE VARIABILITY?
• HRV is a powerful non-invasive tool to study autonomic nervous system (ANS) 1 and ANS blocking studies have shown HRV can be used to measure sympathetic and parasympathetic activity.
• HRV has been linked to for example mortality, well-being, fitness, work stress and the quality of sleep.
• HRV reflects the control of heart. Heart reflects body’s physiological processes and demands.
+
SympatheticActivation,mobilizationof body resources
-
ParasympatheticCalming down,
recovery,restoration of
resources
Autonomic nervous system (ANS):Balance, Control of Heartbeat
1 Task Force 1996. Heart rate variability: standards of measurement, physiological interpretation and clinical use. Circulation. 93(5):1043-65.
• Different body functions influence HRV.HRV can be used as a window to map underlying physiology.
• Heart is affected e.g. by:
• Age
• Physical condition
• Acute physical activity
• Hormonal reactions
• Metabolism
• Cognitive processes
• Stress reactions
• Relaxation/recovery
• Emotional reactions
WHAT CAN WE MEASURE THROUGH HRV?
Regulation of respiration
Sympathetic reactions
Recovery
Vagal nerve activity
Oxygen uptakeAutonomic nervous system
Stress
EPOC
Energy expenditure
Interpreted and actionable feedback
Measurement
With Any Heartbeat Sensor
Analysis
Firstbeat Body Analytics Engine
Insights
For Variety of Products and Services
DIGITAL MODEL OF PHYSIOLOGY
HRV
Physiology database
Physiological modeling
Data-driven personalized
advice
Fitness Level
Training Effect
Energy Expenditure
HOW HEARTBEAT ANALYTICS ARE APPLIED IN CONSUMER WEARABLES?
Real-time Guidance & Next Workout Recommendation
Recovery Time Advisor
Sleep Quality Stress & Recovery
Anaerobic threshold
HOW TO CHANGE BEHAVIOURS THROUGH BODY ANALYTICS?
1. MEASURE
2. LEARN FROM DATA
3. PROVIDE ACTIONABLE INSIGHTS
4. SET GOALS, FOLLOW-UP PROGRESS
5. PROVIDE SUPPORT AND TOOLS TO OVERCOME BARRIERS
HOW WE SUPPORT HEALTHY LIFESTYLES: THE PROCESS
PHYSIOLOGY-BASED LIFESTYLE COACHING: MAKING EFFECTS OF DAILY BEHAVIOURS VISIBLE
Find the balance!
A 3-DAY SUMMARY / STRESS-RECOVERY BALANCE
Does sensors make sense?
• 200.000 individual coached, more than 90% would recommend to others, 82% report being able to do at least one change to lifestyles/habits based on the results
How sensors contribute on wellbeing and performance of the workforce:
• Personal feedback for developing well-being and performance
• Measured overview of the well-being of the organization
• Effective in assisting in how to direct employee wellness investments, helps in controlling health care costs, and can reduce sick leave expenses/ risk of early retirement
Technology needs to be integrated, delivered, and scaled into differenttypes of company needs and services
LESSONS LEARNED FROM CORPORATEWELLNESS PROJECTS
Life is a story in 3.3 billion heartbeats
STRESSED EXECUTIVE’S STORY
WORK IN THE EVENING
SLEEP 4 hWORK
NIGHT SHIFT WORKER’S STORY
NIGHT SHIFTNAPS IN THE EVENING
SLEEP 4 h 45 min
ENTHUSIASTIC SPORTSMAN’S STORY
HIKING 10 hours SLEEP 10 h 25 min
MEDITATOR’S STORY
MEDITATION 45min SLEEP 7 h
WHAT KIND OF STORY YOUR LIFE IS?
THANK YOU VERY MUCH!Tero Myllymäki
www.firstbeat.com
#firstbeat
Firstbeat Technologies Firstbeat Technologies Ltd@FirstbeatInfo @firstbeat_technologies
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