Wearable Tech in Healthcare | Dr. Susan Murphy | Talks at Google | Summary and Q&A

TL;DR

Dr. Susan Murphy discusses the development of mobile health interventions, specifically in the areas of physical activity and substance abuse, and the importance of tailoring interventions to individual needs.

Key Insights

• ⚾ Adaptive interventions aim to tailor treatments to individuals based on their specific needs and responses.
• 🧑‍⚕️ Mobile health interventions should consider the challenges of habituation and availability to ensure their effectiveness.
• 🧑‍⚕️ Personalized interventions can improve engagement and long-term adherence to health goals.
• 💨 Micro randomized trials are a cost-efficient way to test the effectiveness of mobile health interventions.

Transcript

MARK: Well, welcome everyone to Talks at Google. We have a very special guest today, which is Dr. Susan Murphy. Susan is a professor of statistics and psychiatry at the University of Michigan. She's been doing research on developing wearable mobile devices in the health care industry. She's also received some amazing awards, including a Fellow-- th... Read More

Questions & Answers

Q: How are mobile health interventions funded?

Mobile health projects are typically funded by organizations such as NIH, foundations, or industry. Occasionally, universities may provide some funding, but it is not the primary source.

Q: How do adaptive interventions differ from traditional interventions?

Adaptive interventions focus on tailoring treatments to individuals based on their specific needs and responses. Traditional interventions are not personalized in the same way and may not consider individual differences.

Q: How does habituation impact the effectiveness of mobile health interventions?

Habituation can occur if individuals become accustomed to and ignore intervention messages. This can reduce the effectiveness of the messages over time and is a challenge that researchers need to address.

Q: How does availability impact mobile health interventions?

Availability refers to the ability to provide interventions to individuals when they are accessible and receptive. For example, interventions should not be delivered during times when individuals are driving or engaged in other activities where interruptions could be dangerous.

Summary & Key Takeaways

• Dr. Susan Murphy is a professor of statistics and psychiatry at the University of Michigan who specializes in developing wearable mobile health interventions.

• She explains the concept of adaptive interventions and the importance of tailoring treatments to individuals, using examples such as a drug court program and a sedentary behavior study.

• Dr. Murphy discusses the challenges of habituation and availability in mobile health interventions and the need for personalized interventions.