From markers to interventions: The case of just-in-time stress intervention

Hillol Sarker; Karen Hovsepian; Soujanya Chatterjee; Inbal Nahum-Shani; Susan A. Murphy; Bonnie Spring; Emre Ertin; Mustafa al'Absi; Motohiro Nakajima; Santosh Kumar

doi:10.1007/978-3-319-51394-2_21

From markers to interventions: The case of just-in-time stress intervention

Hillol Sarker, Karen Hovsepian, Soujanya Chatterjee, Inbal Nahum-Shani, Susan A. Murphy, Bonnie Spring, Emre Ertin, Mustafa al'Absi, Motohiro Nakajima, Santosh Kumar

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19 Scopus citations

Abstract

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.

Original language	English (US)
Title of host publication	Mobile Health
Subtitle of host publication	Sensors, Analytic Methods, and Applications
Publisher	Springer International Publishing
Pages	411-433
Number of pages	23
ISBN (Electronic)	9783319513942
ISBN (Print)	9783319513935
DOIs	https://doi.org/10.1007/978-3-319-51394-2_21
State	Published - Jul 12 2017

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© Springer International Publishing AG 2017.

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Sarker, H., Hovsepian, K., Chatterjee, S., Nahum-Shani, I., Murphy, S. A., Spring, B., Ertin, E., al'Absi, M., Nakajima, M., & Kumar, S. (2017). From markers to interventions: The case of just-in-time stress intervention. In Mobile Health: Sensors, Analytic Methods, and Applications (pp. 411-433). Springer International Publishing. https://doi.org/10.1007/978-3-319-51394-2_21

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AU - Nahum-Shani, Inbal

AU - Murphy, Susan A.

AU - Spring, Bonnie

AU - Ertin, Emre

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AU - Nakajima, Motohiro

AU - Kumar, Santosh

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From markers to interventions: The case of just-in-time stress intervention

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