Quantified Self: Self Tracking for Health
|
|
|
- Blaze Edmund Lester
- 10 years ago
- Views:
Transcription
1 Quantified Self: Self Tracking for Health Andreas Schreiber 4 th International TEMOS Conference, Bonn,
2 Introduction Scientist, Head of department Co-Founder, CEO Co-Founder Slide 2
3 My Motivation Quantified Self track myself With sensors With smartphone apps Slide 3
4 Quantified Self Slide 4
5 What is Quantified Self? Self-knowledge through numbers Analyze trends and set goals to improve yourself Recording of daily activities Fitness, sleep, location, Monitoring and display of information from various devices, services, and applications Slide 5
6 Other Terms Self Tracking Life Hacking Life Logging Slide 6
7 Google Trends: Quantified Self & Health Apps Slide 7
8 Quantified Self Meetups Slide 8
9 Objects of Tracking: Health-oriented Well-being-oriented Body Mood Addictions Physical activities Nutrition Other Directly health-oriented Chronic diseases No-chronic diseases General medication Symptoms Blood test results Insulin intake Blood sugar General daily records about health state Slide 9
10 Objects of Tracking: Not-health-oriented Environmental Temperature Ozone conzentration Atmospheric pressure Location Rain Clouds Relationships Frequency Quality Sex Other Finance ToDos Delays (Train, etc.) Slide 10
11 Motivation Slide 11
12 What People are Tracking? 70% 60% 50% 40% 30% 20% 10% 0% Health Environment Finance Nutrition Fitness Germany Slide 12 Studie QlikTech, August 2013
13 Motivations Five motivations Self-Design Self-Entertainment Self-Association Self-Discipline Self-Healing Slide 13
14 Motivation Self-Design Self-Design motivated by the possibilities of self-optimization Slide 14
15 Motivation Self-Entertainment Self-Entertainment motivated due to the pleasure-bringing aspects of selftracking Slide 15
16 Motivation Self-Association Self-Association motivated by the prospect of community citizenship and selfindividualizing aspects within a community Slide 16
17 Motivation Self-Discipline Self-Discipline motivated due to the self-gratification possibilities of selftracking Slide 17
18 Motivation Self-Healing Self-Healing motivated by the self-healing possibilities of self-tracking Slide 18
19 Mean Motivation (Range 1-5) Self-Healing Self-Discipline Self-Association Self-Entertainment Self-Design 0 0,5 1 1,5 2 2,5 3 3,5 4 4,5 Well-being and health Well-being All Source: Marcia Nißen, Quantified Self An Exploratory Study on the Profiles and Motivations of Self-Tracking, Bachelor Thesis (2013) Slide 19
20 Self-Assesment of Self-Tracking Categories Source: Marcia Nißen, Quantified Self An Exploratory Study on the Profiles and Motivations of Self-Tracking, Bachelor Thesis (2013) Slide 20
21 Self Experiments Design experiments Measure results Improve yourself Slide 21
22 Wearable Sensors, Devices, and Apps Slide 22
23 Technologies for Self-Tracking 70% Deployed technologies for self-tracking 60% 50% 40% 30% 20% 10% 0% Mobile hardware (smartphones) and software (apps) Web- and desktop applications Self-tracking hardware Self-made desktop tools (spreadsheets etc.) Pen and paper Other Source: Marcia Nißen, Quantified Self An Exploratory Study on the Profiles and Motivations of Self-Tracking, Bachelor Thesis (2013) Slide 23
24 Steps Slide 24
25 Activity Slide 25
26 Blood Pressure Slide 26
27 Weight Slide 27
28 Stress Slide 28
29 Sleep Slide 29
30 Coffee, Medication, Expenses, Slide 30
31 Medando: BloodpressureCompanion Slide 31
32 Medando: WeightCompanion Slide 32
33 Wearable Technology Source: Slide 33
34 Many Devices, Sensors and Apps Data Exchange: The Internet of Things Slide 34
35 Notification on Android Slide 35
36 Sharing Slide 36
37 Data Analytics Slide 37
38 Steps (Fitbit) Slide 38
39 Steps (Fitbit) Slide 39
40 Weight (Withings) Slide 40
41 Body Fat (Withings) Slide 41
42 Activity (Nike Fuelband) Slide 42
43 Activity & Location (Moves) Slide 43
44 Blood Pressure vs. Weight Slide 44
45 hgraph Slide 45
46 To be continued Big Data Slide 46
47 Conclusions Quantified Self community is growing Many more devices and apps Mobile! Wearable! Data analytics at the beginning Slide 47
48 Discussion Slide 48
Quantified Self: Analyzing the Big Data of our Daily Life. Andreas Schreiber <[email protected]> PyData Berlin 2014
DLR.de Chart 1 Quantified Self: Analyzing the Big Data of our Daily Life Andreas Schreiber PyData Berlin 2014 DLR.de Chart 2 Introduction Scientist, Head of department Co-Founder,
Quantified Self - An Exploratory Study on the Profiles and Motivations of Self-Tracking
Quantified Self - An Exploratory Study on the Profiles and Motivations of Self-Tracking Bachelor Thesis by Marcia Nißen January 31 st, 2013 Karlsruhe Institute of Technology (KIT) Department of Economics
Deep Learning Meets Heterogeneous Computing. Dr. Ren Wu Distinguished Scientist, IDL, Baidu [email protected]
Deep Learning Meets Heterogeneous Computing Dr. Ren Wu Distinguished Scientist, IDL, Baidu [email protected] Baidu Everyday 5b+ queries 500m+ users 100m+ mobile users 100m+ photos Big Data Storage Processing
Mobile Medical Applications: An Overview of FDA Regulation
Mobile Medical Applications: An Overview of FDA Regulation RAPS Annual Convention 2014 Austin, Texas Michael A. Swit, Esq. Special Counsel, FDA Law Practice Duane Morris LLP Standard Disclaimers The views
Advances towards Remote Assessment of Disease and Relapse in Multiple Sclerosis
Advances towards Remote Assessment of Disease and Relapse in Multiple Sclerosis Jane Rhodes March 31 st 2016 CAMD Digital Biomarkers Conference Baltimore, MD Emerging technology for the enhancement of
NAS 242 Using AiMaster on Your Mobile Devices
NAS 242 Using AiMaster on Your Mobile Devices Learn to use AiMaster on your mobile devices A S U S T O R C O L L E G E COURSE OBJECTIVES Upon completion of this course you should be able to: 1. Use AiMaster
Big Data Analytics Driving Healthcare Transformation
Big Data Analytics Driving Healthcare Transformation Greg Caressi SVP Healthcare & Life Sciences November, 2014 Six Big Themes for the New Healthcare Economy Themes Modernizing Care Delivery Clinical practice
Key Trends in Enterprise Mobility. Shaun Collins CEO @shauncollins [email protected]
Key Trends in Enterprise Mobility Shaun Collins CEO @shauncollins [email protected] Evolving from a PC/Notebook World to Smartphone/Tablet/Hybrid World 2 2 Mobility Is Now Much More Than Just
Activating Standardization Bodies Around Medical Apps
Activating Standardization Bodies Around Medical Apps Michael J. Ackerman, Ph.D. Assistant Director High Performance Computing and Communications U.S. National Library of Medicine The views and opinions
The Quantified Self. Market Overview and Proprietary Financial Intelligence
The Quantified Self Market Overview and Proprietary Financial Intelligence Note: this is an adopted presentation of one given at the SVB Quantified Summit in Boston on April 3, 2014 Contents Quantified
Mobile Medical Apps. Purpose. Diane Romza Kutz Fredric E. Roth V. Regulation and Risks. Purpose of today s presentation
Mobile Medical Apps Regulation and Risks Diane Romza Kutz Fredric E. Roth V Purpose Purpose of today s presentation Identify the newly-regulated industry Identify the newly regulated products and the basis
Internet of Things (IoT): A vision, architectural elements, and future directions
Internet of Things (IoT): A vision, architectural elements, and future directions By IOT Group Salah Amean Ahmmed Saeed Authors: Gubbi, Jayavardhana Buyya, RajkumarMarusic, Slaven Palaniswami, Marimuthu
Iknaia Asset and Personnel Tracking Management System for the Construction Industry
Iknaia Asset and Personnel Tracking Management System for the Construction Industry Introduction The UK construction industry accounts for over 7%* of the UK s Gross Domestic Product and employs over two
Iknaia Asset and Personnel Tracking Management System for the Healthcare Industry
Iknaia Asset and Personnel Tracking Management System for the Healthcare Industry July 2014 Introduction Trying to find your way around a large hospital or locating a high-value medical device such as
A Survey of Cloud Based Health Care System
A Survey of Cloud Based Health Care System Chandrani Ray Chowdhury Assistant Professor, Dept. of MCA, SDET-Brainware Group of Institution, Barasat, West Bengal, India ABSTRACT: Cloud communicating is an
Patients as Partners. Kidney Care in a Holistic Perspective
Patients as Partners Kidney Care in a Holistic Perspective All of me All the time All the way Holistic approach Prevention Detection Slowing of progression Replacement Rehabilitation Chronic Kidney Disease
Note: This App is under development and available for testing on request. Note: This App is under development and available for testing on request. Note: This App is under development and available for
Health Care 2.0: How Technology is Transforming Health Care
Health Care 2.0: How Technology is Transforming Health Care Matthew Kaiser, CEBS, SPHR Director, HR Technology and Outsourcing Lockton Kansas City, Missouri The opinions expressed in this presentation
Bipolar Disorder. When people with bipolar disorder feel very happy and "up," they are also much more active than usual. This is called mania.
Bipolar Disorder Introduction Bipolar disorder is a serious mental disorder. People who have bipolar disorder feel very happy and energized some days, and very sad and depressed on other days. Abnormal
The Future of Digital CX Julie Ask, VP & Principal Analyst
The Future of Digital CX Julie Ask, VP & Principal Analyst September 24, 2015 Agenda How has mobile changed consumer engagement paradigms? How are companies approaching mobile today and why do they fall
The Jefferson Health Plan. Member Organization Wellness Program Incentive Guide July 1, 2015 June 30, 2016
The Jefferson Health Plan Member Organization Wellness Program Incentive Guide July 1, 2015 June 30, 2016 Incentive Programs Program Descriptions: As a means to encourage member groups to enroll in the
Mountain View Natural Medicine PATIENT REGISTRATION FORM PATIENT INFORMATION
Mountain View Natural Medicine Lorilee Schoenbeck ND, PC Jessica Stadtmauer ND Dana Dabransky ND Sara Norris ND 185 Tilley Dr. Suite 51 S. Burlington, VT 05403 Phone: (802) 860-3366 Fax: (866) 440-8220
Bonnie Dunton RN COHC OHN DuPont NA Region IHS Consultant
Bonnie Dunton RN COHC OHN DuPont NA Region IHS Consultant It is common knowledge that a healthier workforce benefits both the business and the employee by: increased productivity safer work environment
EMBRACING NEW TECHNOLOGY: MOBILE HEALTH. Sponsored by: Irving Levin Associates Health Care and Senior Housing M&A Since 1948
EMBRACING NEW TECHNOLOGY: MOBILE HEALTH Sponsored by: Irving Levin Associates Health Care and Senior Housing M&A Since 1948 MOBILE TECHNOLOGY WILL PLAY A KEY ROLE IN MITIGATING FORESEEABLE HEALTHCARE COSTS
Diabetes and Emotions
monitor track manage A TRUEinsight Guide manage Diabetes and Emotions Understanding and Coping With the Emotional Aspects of Diabetes The importance of understanding your emotions A TRUEinsight Guide about
New Clinical Research & Care Opportunities Through Big Data Informatics
New Clinical Research & Care Opportunities Through Big Data Informatics Gregory A. Jones Chief Technology Officer Health Sciences Global Business Unit September 2014 Safe Harbor Statement The following
Statistics of Type 2 Diabetes
Statistics of Type 2 Diabetes Of the 17 million Americans with diabetes, 90 percent to 95 percent have type 2 diabetes. Of these, half are unaware they have the disease. People with type 2 diabetes often
What the Hell is Big Data?
Presentation What the Hell is Big Data? Bernard Marr www.ap-institute.com 1 Background 2 Navigating to Success 3 Navigation Today 4 The Global Data Revolution 5 The Intelligent Company Model Strategic
Cloud Managed Printing
Cloud Managed Printing Driverless Printing ezeep for desktop is a virtual print driver for Mac and Windows. It enables users to print to any printer right from their desktop applications without the need
MOBILE HEALTHCARE APPDRAGON SMARTMED
APPDRAGON SMARTMED With a rapid increase of chronic conditions such as diabetes, obesity, heart disease and respiratory problems, healthcare providers are under increasing pressure to deliver quality care,
Why wearable electronics devices call for a new generation of highly integrated, smart sensor solutions
Why wearable electronics devices call for a new generation of highly integrated, smart sensor solutions By Rob Johannigman Director (Segment Marketing), ams AG The electronics industry is used to riding
Getting Started with the Naviance Student Mobile App
Getting Started with the Naviance Student Mobile App Naviance Student is a college and success planning tool designed to help high school students plan their college search, communicate with their guidance
Tom Schauer TrustCC [email protected] 253.468.9750 - cell
Tom Schauer TrustCC [email protected] 253.468.9750 - cell Mobile Mobile Mobile Devices in the CU Environ Mobile Banking Risks and Reward Tom Schauer ü Since 1986 ü TrustCC Founded TrustCC in 2001 ü
Myth vs. Reality: Diabetes Related
Myth: Only medication can control my diabetes. Reality: Lifestyle changes such as good nutrition, increased physical activity, weight loss and limiting alcohol/cigarette consumption can have a positive
Programming Mobile Apps with Python
Programming Mobile Apps with Python Andreas Schreiber EuroPython 2012, Florence, Italy (July 3, 2012) Medando Mobile Health Apps Slide 2 My Blood Pressure Slide 3 Overview
rm Management apping eather iagnostics Integrating ntroller adcell/sensors lematics
rm Management apping eather iagnostics Integrating Agricultural IMPLEMENT Control & monitoring with ISOBUS, SmartphoneS & Tablets Sma Tab Virt ntroller adcell/sensors lematics Over the years, the agriculture
Blood Glucose Management
Blood Glucose Management What Influences Blood Sugar Levels? There are three main things that influence your blood sugar: Nutrition Exercise Medication What Influences Blood Sugar Levels? NUTRITION 4 Meal
Be Active. When You Have Diabetes. National Diabetes Information Clearinghouse
Be Active When You Have Diabetes National Diabetes Information Clearinghouse Being active can help you take care of your diabetes. 1 Better mood Better insulin use Lowered stress Strong heart Less body
IoT-based Healthcare Services and Incubation Project
ITU Young ICT Leaders Forum 2015 헬스케어 실증단지 사업 현황 및 발전 계획 IoT-based Healthcare Services and Incubation Project Dec. 9, 2015 Jongtae Park Daily Healthcare Demonstration Complex Construction Agency [email protected]
Andreas Schreiber <[email protected]>
www.dlr.de Chart 1 > droidcon 2013 > A. Schreiber Developing Apps for Android and Other Platforms with Kivy and Python > 09.04.2013 Developing Apps for Android and Other Platforms with Kivy and Python
Portage Township Schools
Portage Township Schools Student/Parent BYOD Technology Handbook 1.1 BYOD Description: BYOD stands for Bring Your Own Device. Students will be encouraged to bring a recommended device to school to be used
Privacy guide. How to manage and protect your data. Instructions. Privacy guide
How to manage and protect your data Instructions User Guide Copyright This User Guide is protected by Intellectual Property laws and copyright. Any reproduction, modification, representation, and/or publication
I believe. Satya Nadella CEO, Microsoft. History of making big bets
I believe over the next decade computing will become even more ubiquitous and intelligence will become ambient. The coevolution of software and new hardware form factors will intermediate and digitize
Hormone Restoration: Is It Right for You? Patricia A. Stafford, M.D. Founder, Wellness ReSolutions
Hormone Restoration: Is It Right for You? Patricia A. Stafford, M.D. Founder, Wellness ReSolutions IMPORTANCE OF HORMONE BALANCE Importance of Hormone Balance Help you live a long, healthy life Help you
Wellness Through Writing. Priscilla Andrews, MA, LCPC Erin Baurle, Psy.D.
Wellness Through Writing Priscilla Andrews, MA, LCPC Erin Baurle, Psy.D. Outline Common reactions throughout the cancer experience What is stress and the importance of stress management The use of writing
White Paper Bridging the Essential Gap between Continuous Quality and Crowd Based Testing
White Paper Bridging the Essential Gap between Continuous Quality and Crowd Based Testing 1 Contents Introduction... 3 Testing Lifecycle... 4 Testing typologies... 4 Functional Testing... 4 Manual vs.
SEACW DELIVERABLE D.1.6
SEACW DELIVERABLE D.1.6 Validation Methodology Specifications Project Acronym SEACW Grant Agreement No. 325146 Project Title Deliverable Reference Number Deliverable Title Social Ecosystem for Antiaging,
Insulin Delivery Options: Inhale, Inject, and Infuse. Traci Evans, A.N.P., B.C.-A.D.M. Nurse Practitioner The Diabetes Center Ocean Springs, MS
Insulin Delivery Options: Inhale, Inject, and Infuse Traci Evans, A.N.P., B.C.-A.D.M. Nurse Practitioner The Diabetes Center Ocean Springs, MS Objectives Identify three ways patients are able to utilize
Mobile and Cloud computing and SE
Mobile and Cloud computing and SE This week normal. Next week is the final week of the course Wed 12-14 Essay presentation and final feedback Kylmämaa Kerkelä Barthas Gratzl Reijonen??? Thu 08-10 Group
International Journal of Advancements in Research & Technology, Volume 3, Issue 4, April-2014 55 ISSN 2278-7763
International Journal of Advancements in Research & Technology, Volume 3, Issue 4, April-2014 55 Management of Wireless sensor networks using cloud technology Dipankar Mishra, Department of Electronics,
SHAPE YOUR FUTURE Your secret to getting and staying in shape. www.cloudtag.com 1
SHAPE YOUR FUTURE Your secret to getting and staying in shape www.cloudtag.com 1 Introduction CloudTag Inc. is a London Stock Exchange AIM listed digital health company bringing accurate personal monitoring
1 0 B e st R u n n i n ga p p s
Pa ge 1 o f 6 t G E # 6 10 Best Running Apps By John Corpuz, FEBRUARY 12, 2015 12:34 PM 1. 10 Best Running Apps A smartphone's built-in sensors make it a great platform for a variety of running apps that
Innovations in Diabetes. Angela Blair Channel Manager RN Credentialled Diabetes Educator
Innovations in Diabetes Angela Blair Channel Manager RN Credentialled Diabetes Educator Innovations Time - $$$ Innovations & Technology Blood Testing Insulin delivery devices Insulin pumps Pills & Potions
Feeling Better, Living Healthier With Diabetes
Feeling Better, Living Healthier With Diabetes A guide for self management 761 S. Nelson Ave. Wilmington, Ohio 45177 (937) 382-9307 www.cmhregional.com What is Diabetes? Those who have diabetes are often
Positive Coping with Rheumatoid Arthritis a skills workshop
Positive Coping with Rheumatoid Arthritis a skills workshop About this workshop Created by: Dan Bilsker PhD Centre for Applied Research in Mental Health & Addiction Faculty of Health Sciences, Simon Fraser
THE PROXBOOK REPORT THE STATE OF THE PROXIMITY INDUSTRY Q2 2015. All information in this report belongs tounacast AS
THE PROXBOOK REPORT THE STATE OF THE PROXIMITY INDUSTRY Q2 2015. All information in this report belongs tounacast AS TABLE OF CONTENTS Page 3 Page 4 Page 5 Page 6 Page 7 Page 8 Page 9 Page 10 Page 11 Page
The SwannCloud Mobile App
QSCLOUD150113E Swann 2014 The SwannCloud Mobile App Have a Smartphone or Tablet? With the free SwannCloud app, you can turn your ios or Android mobile device into a monitoring centre for your camera. Have
Cloud and Self-hosted Bitrix24 at a glance. Bitrix24
Bitrix24 Cloud and Self-hosted Bitrix24 at a glance In the Cloud Self-hosted version Communication Tools Free Plus Standard Professional Activity Stream + + + + + + Publish external data to Activity Stream
Internet of Things From Idea to Scale
PRG Symposium Internet of Things From Idea to Scale September 12, 2014 [email protected] @AlexBlanter You are here today because you are interested in the Internet of Things and so is everybody
MoSHCA My Smart Mobile Healthcare Assistant. Hendrik R. Schwietert, Evalan [email protected]
MoSHCA My Smart Mobile Healthcare Assistant Hendrik R. Schwietert, Evalan [email protected] MoSHCA Mobility 610,000 Hip Fractures per Year 2 MoSHCA COPD 3% of Population 3 MoSHCA Methodology Monitor
Better Choices, Better Health
PROGRAM BROCHURE Fall 2015 and Winter 2016 October 2015 March 2016 Education Classes Better Choices, Better Health Exercise Classes D isease-specific and general topics are offered in different formats
Integrated Warning System
AtHoc Integrated Warning System Welcome to the Fort Bragg Mass Warning and Notification System This emergency mass notification system provides the Fort Bragg with an effective and reliable Mass Warning
The HYDRA project. Personal health monitoring
The HYDRA project A middleware platform for personal health monitoring Peter Rosengren, Technical Coordinator [email protected] IST-2005-034891 Personal health monitoring Patient has some medical
Introducing BEEKS Proximity Solutions. Developer Kit Gets You Started
Introducing BEEKS Proximity Solutions BEEKS from BluVision provides industry-leading Bluetooth beacon solutions to enterprises and innovative developers. Leveraging a cutting-edge, cloudbased solution,
A Beginners Guide To Responsive, Mobile & Native Websites 2013 Enhance.ie.All Rights Reserved.
A Beginners Guide To Responsive, Mobile & Native Websites 2013 Enhance.ie.All Rights Reserved. 1 The Mobile Web refers to access to the world wide web, i.e. the use of browser-based Internet services,
Getting the Big Picture
About Diabetes This health information is being provided for general educational purposes only. Your health care provider is the single best source of information regarding your health. Please consult
Introducing SimbaTM. The most powerful end-to-end Incident Management software to date SIMBA END-TO-END INCIDENT MANAGEMENT
Introducing SimbaTM The most powerful end-to-end Incident Management software to date SIMBA END-TO-END INCIDENT MANAGEMENT TM Only Simba gives you the firepower you need in a crisis Whether it s workmen
SAP Mobile Platform 3.0
SAP Mobile Platform 3.0 Alejandro De León Languré SAP Global Mobile Solutions Management Diferentes dispositivos Diferentes tecnologías Servicios presentes Android OS Fuente: http://opensignal.com/reports/fragmentation-2014/
A User s Introduction to. Global Rescue s GRID TM Mobile Application
A User s Introduction to Global Rescue s GRID TM Mobile Application GRID TM Mobile App Highlights Travel Preparation and Planning the featured destination reports and country risk ratings provide travelers
Myths About Type 2 Diabetes and Insulin
About Diabetes This health information is being provided for general educational purposes only. Your health care provider is the single best source of information regarding your health. Please consult
Wonderware SmartGlance
Wonderware SmartGlance Features 01 SUMMARY Mobile Reporting offered by Schneider Electric provides real-time access to critical KPIs and process or operational data via popular smart phones and tablets.
Disrupting The Market: Predictive Analytics As A Service
Disrupting The Market: Predictive Analytics As A Service 0 Problem 8.7 Billion Connected Devices 1 Growing 25% Annually What Does This Data Tell Us About Sensor Use? 1 Study conducted by Cisco 1 Solution
MAGPIE: An Agent Platform for the Development of Mobile Applications for Pervasive Healthcare
MAGPIE: An Agent Platform for the Development of Mobile Applications for Pervasive Healthcare Albert Brugués 1,2, Stefano Bromuri 1, Josep Pegueroles 2, and Michael Schumacher 1 1 University of Applied
API MORNING. IBM Bluemix. The Digital Innovation Platform. [email protected]. 2015 IBM Corporation
API MORNING IBM Bluemix The Digital Innovation Platform [email protected] Timing is critical Today s apps must keep up with the speed of the app revolution. Customer Managed Code Data Runtime Middleware
An Insightful Analysis Report on APPLE,INC
An Insightful Analysis Report on APPLE,INC Analysis Conducted by: Yiyan Wang & Xuequan Ma UConn SMF: 2014-2015 Prepared on: April 7 th, 2015 Executive Summary Apple Stock Price VS SP500 in 5 Years Business
How To Make A Cloud Based Computer System Work For You
Mobile Device Opening the Genie Bottle instead of Pandora s Box mobile security mobile device management mobile application management Escaping Controlling Governing Vs Proliferation of devices The market,
