Defining Delayed Recovery Of Affect From Daily-life Stressors Using Statistical Process Control (SPC): When Does Recovery Become A Risk Factor For Psychopathology? - Info and Reading Options
By Thomas Vaessen, Robin Achterhof, Inez Myin-Germeys, Marieke Schreuder, Elin Hammarberg and Stephan Claes
“Defining Delayed Recovery Of Affect From Daily-life Stressors Using Statistical Process Control (SPC): When Does Recovery Become A Risk Factor For Psychopathology?” Metadata:
- Title: ➤ Defining Delayed Recovery Of Affect From Daily-life Stressors Using Statistical Process Control (SPC): When Does Recovery Become A Risk Factor For Psychopathology?
- Authors: ➤ Thomas VaessenRobin AchterhofInez Myin-GermeysMarieke SchreuderElin HammarbergStephan Claes
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- Internet Archive ID: osf-registrations-sb89x-v1
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"Defining Delayed Recovery Of Affect From Daily-life Stressors Using Statistical Process Control (SPC): When Does Recovery Become A Risk Factor For Psychopathology?" Description:
The Internet Archive:
Efforts to prevent psychopathology from an early stage are likely most effective when targeted at the right moment in time. Just-in-time adaptive interventions (JITAIs) are personalized smartphone interventions that aim to target these moments by monitoring people in their daily lives. An interesting target for such moments of vulnerability is the transdiagnostic process of delayed recovery of affect following daily life stress, which has been shown to play a role in the development of mental illness. However, the exact point at which the recovery begins to put an individual at risk is not yet established. The current study aims to define thresholds for delayed affective recovery that are associated with increased risk for the development of mental illness. We use the experience sampling method (ESM) to investigate affective recovery following daily life stressors. We use statistical process control (SPC) to establish norms of affective stress recovery duration and slopes using general population data and subsequently use these to create control limits (thresholds) for healthy recoveries. We can then apply this control limit to individual recoveries from various populations, and test whether they can accurately distinguish between healthy and at-risk individuals. Our results will reveal whether control limits derived from SPC can be used to assess if an individual is at risk for psychopathology. Identifying thresholds for delayed affective recovery from daily-life stress may provide a very concrete timing for JITAI interventions for individuals at risk for the development of psychopathology.
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