Upgrade to PRO for Only $50/Year—Limited-Time Offer! 🔥

Leveraging Consumer Wearables to Transform Beha...

Avatar for Ernesto Ramirez Ernesto Ramirez
April 25, 2018
Research
0
73

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
100
Would Taylor Wear a Fitbit?
Avatar for Ernesto Ramirez erramirez
0
60
Living With Data
Avatar for Ernesto Ramirez erramirez
0
76
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
110
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
150

Other Decks in Research

See All in Research
Earth AI: Unlocking Geospatial Insights with Foundation Models and Cross-Modal Reasoning
Avatar for SatAI.challenge satai
2
190
[論文紹介] Intuitive Fine-Tuning
Avatar for Ryokan RI ryou0634
0
160
Neural Spatial Audio Processing for Sound Field Analysis and Control
Avatar for NII S. Koyama's Lab skoyamalab
0
130
ACL読み会2025: Can Language Models Reason about Individualistic Human Values and Preferences?
Avatar for Yuki Zenimoto yukizenimoto
0
100
スキマバイトサービスにおける現場起点でのデザインアプローチ
Avatar for 眞行寺由郎 yoshioshingyouji
0
270
生成的情報検索時代におけるAI利用と認知バイアス
Avatar for Y. Yamamoto trycycle
PRO
0
110
データサイエンティストをめぐる環境の違い2025年版〈一般ビジネスパーソン調査の国際比較〉
Avatar for The Japan DataScientist Society datascientistsociety
PRO
0
330
AWSで実現した大規模日本語VLM学習用データセット "MOMIJI" 構築パイプライン/buiding-momiji
Avatar for 開発室Graph studio_graph
2
1.1k
思いつきが武器になる：研究というゲームを始めよう / Ideas Are Your Equipments : Let the Game of Research Begin!
Avatar for Kenji Saito ks91
PRO
0
110
音声感情認識技術の進展と展望
Avatar for Ryotaro Nagase nagase
0
410
自動運転におけるデータ駆動型AIに対する安全性の考え方 / Safety Engineering for Data-Driven AI in Autonomous Driving Systems
Avatar for Fuyuki Ishikawa / 石川 冬樹 ishikawafyu
0
110
ロボット学習における大規模検索技術の展開と応用
Avatar for Mai Nishimura denkiwakame
1
180

Featured

See All Featured
Principles of Awesome APIs and How to Build Them.
Avatar for Keavy McMinn keavy
127
17k
Designing for Performance
Avatar for Lara Hogan lara
610
69k
Bash Introduction
Avatar for André Augusto Costa Santos 62gerente
615
210k
CSS Pre-Processors: Stylus, Less & Sass
Avatar for Bermon Painter bermonpainter
359
30k
A designer walks into a library…
Avatar for Paul Jervis Heath pauljervisheath
210
24k
Leo the Paperboy
Avatar for Maya Tellez mayatellez
0
1.3k
Practical Tips for Bootstrapping Information Extraction Pipelines
Avatar for Matthew Honnibal honnibal
25
1.7k
Agile that works and the tools we love
Avatar for Rasmus Luckow-Nielsen rasmusluckow
331
21k
Measuring & Analyzing Core Web Vitals
Avatar for Philip Tellis bluesmoon
9
710
YesSQL, Process and Tooling at Scale
Avatar for Rocio Delgado rocio
174
15k
エンジニアに許された特別な時間の終わり
Avatar for watany watany
105
220k
Bioeconomy Workshop: Dr. Julius Ecuru, Opportunities for a Bioeconomy in West Africa
Avatar for AKADEMIYA2063 akademiya2063
PRO
0
31

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