From Markers to Interventions: The Case of Just-in-Time Stress Intervention
| Autor: | Santosh Kumar, Motohiro Nakajima, Mustafa al'Absi, Emre Ertin, Karen Hovsepian, Inbal Nahum-Shani, Susan A. Murphy, Bonnie Spring, Hillol Sarker, Soujanya Chatterjee |
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| Rok vydání: | 2017 |
| Předmět: |
Gerontology
medicine.medical_specialty 05 social sciences Psychological intervention Daily stress 020207 software engineering 02 engineering and technology Time stress Physical medicine and rehabilitation Intervention (counseling) 0202 electrical engineering electronic engineering information engineering medicine 0501 psychology and cognitive sciences Psychology 050107 human factors |
| Zdroj: | Mobile Health ISBN: 9783319513935 Mobile Health-Sensors, Analytic Methods, and Applications |
| Popis: | The use of sensor-based assessment of stress to trigger the delivery of just-in-time intervention has the potential to help people manage daily stress as it occurs in the person’s natural environment. The challenge is to mine the continuous stream of sensor data and identify those few opportune moments for triggering an intervention—when there is sufficient confidence in the accuracy of the sensor-based stress markers, in order to limit interruptions to the daily lives. In this chapter, we describe the process of developing a real-time method to identify stress episodes, from a time series of stress markers, to inform the triggering of just-in-time stress-management interventions. |
| Databáze: | OpenAIRE |
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