Upgrade to Pro — share decks privately, control downloads, hide ads and more …

Leveraging Consumer Wearables to Transform Beha...

Avatar for Ernesto Ramirez Ernesto Ramirez
April 25, 2018
Research
0
70

Leveraging Consumer Wearables to Transform Behavioral Research

Talk on using consumer wearable devices for research. Presented at the 2018 USC mHealth Symposium
Avatar for Ernesto Ramirez

Ernesto Ramirez

April 25, 2018
Tweet

More Decks by Ernesto Ramirez

See All by Ernesto Ramirez
QS Austin Meetup Presentation
Avatar for Ernesto Ramirez erramirez
0
95
Would Taylor Wear a Fitbit?
Avatar for Ernesto Ramirez erramirez
0
56
Living With Data
Avatar for Ernesto Ramirez erramirez
0
70
Sitting Is Stupid
Avatar for Ernesto Ramirez erramirez
5
270
Know Thyself (MedicineX)
Avatar for Ernesto Ramirez erramirez
0
170
Quantified Self: The Power of Personal Knowledge
Avatar for Ernesto Ramirez erramirez
1
110
Digital Histories for Future Health
Avatar for Ernesto Ramirez erramirez
0
100
Your Chair is Killing You
Avatar for Ernesto Ramirez erramirez
1
150
Quantified Self: A Pathway to Personal Health
Avatar for Ernesto Ramirez erramirez
0
140

Other Decks in Research

See All in Research
学生向けアンケート＜データサイエンティストについて＞
Avatar for The Japan DataScientist Society datascientistsociety
PRO
0
3.7k
90 分で学ぶ P 対 NP 問題
Avatar for E869120 e869120
18
7.6k
Adaptive Experimental Design for Efficient Average Treatment Effect Estimation and Treatment Choice
Avatar for MasaKat0 masakat0
0
140
NLP Colloquium
Avatar for Juno Kim junokim
1
160
SSII2025 [SS2] 横浜DeNAベイスターズの躍進を支えたAIプロダクト
Avatar for 画像センシングシンポジウム ssii
PRO
7
3.6k
AI エージェントを活用した研究再現性の自動定量評価 / scisci2025
Avatar for Shotaro Ishihara upura
1
120
2025年度 生成AIの使い方/接し方
Avatar for taichi_murayama hkefka385
1
710
問いを起点に、社会と共鳴する知を育む場へ
Avatar for MATSUMOTO Ryosuke matsumoto_r
PRO
0
410
Cross-Media Information Spaces and Architectures
Avatar for Beat Signer signer
PRO
0
230
MGDSS：慣性式モーションキャプチャを用いたジェスチャによるドローンの操作 / ec75-yamauchi
Avatar for yumulab yumulab
0
260
[CV勉強会@関東 CVPR2025] VLM自動運転model S4-Driver
Avatar for Shin-kyoto shinkyoto
1
130
Mathematics in the Age of AI and the 4 Generation University
Avatar for Mohammed Hachama hachama
0
170

Featured

See All Featured
4 Signs Your Business is Dying
Avatar for Josh Pigford shpigford
184
22k
Building Better People: How to give real-time feedback that sticks.
Avatar for Will Jessup wjessup
367
19k
The Power of CSS Pseudo Elements
Avatar for Geoffrey Crofte geoffreycrofte
77
5.9k
GitHub's CSS Performance
Avatar for Jon Rohan jonrohan
1031
460k
jQuery: Nuts, Bolts and Bling
Avatar for Doug Neiner dougneiner
63
7.8k
How to Ace a Technical Interview
Avatar for Jacob Kaplan-Moss jacobian
278
23k
Bash Introduction
Avatar for André Augusto Costa Santos 62gerente
613
210k
Embracing the Ebb and Flow
Avatar for Simon Collison colly
86
4.7k
How To Stay Up To Date on Web Technology
Avatar for Chris Coyier chriscoyier
790
250k
Designing for humans not robots
Avatar for Tammie Lister tammielis
253
25k
The Myth of the Modular Monolith - Day 2 Keynote - Rails World 2024
Avatar for Eileen M. Uchitelle eileencodes
26
2.9k
The Illustrated Children's Guide to Kubernetes
Avatar for Chris Short chrisshort
48
50k

Transcript

  1. USC mHealth Collaboratory Mobile/Connected Health Symposium April, 25, 2018 Ernesto

    Ramirez, PhD Director, R&D Fitabase ` Leveraging Consumer Wearables to Transform Behavioral Research

  2. Deploy. Measure. Collect. Fitabase supports innovative collection powering the next

    generation of health research. @eramirez | @fitabase

  3. Behavioral Science & Research • episodic • controlled • simple

    inferences

  4. Behavioral Science & Research Tools • human recall • poor

    sensing • time consuming • limited data

  5. S L O W

  6. L I N E A R

  7. F A S T

  8. D Y N M A I C

  9. EARABLES

  10. Intense Longitudinal Data GENERATORS

  11. AN EXAMPLE

  12. 2011 ---------------------2018

  13. None
  14. None
  15. None
  16. None
  17. None
  18. None
  19. None
  20. None
  21. None

  22. • user friendly • remote collection • personalization • contextualization

    Impact of Wearable Sensors

  23. 3 7 26 49 180 255 55 2012 2013 2014

    2015 2016 2017 2018 As of 04/01/2018 Number of Published Research Studies Using Fitbit Devices

  24. Context Collectors µema data capture custom prompts

  25. meet people where they are

  26. None