A primer on sampling rates of ambulatory assessments.

L Seizer, G Schiepek, G Cornelissen… - Psychological …, 2024 - psycnet.apa.org
The use of ambulatory assessments (AAs) as an approach to gather self-reported
questionnaires or self-collected biochemical data is constantly increasing to investigate the …

Slow down and be critical before using early warning signals in psychopathology

MA Helmich, MJ Schreuder, LF Bringmann… - Nature Reviews …, 2024 - nature.com
Early warning signals are considered to be generic indicators of a system's accumulating
instability and 'critical slowing down'prior to substantial and abrupt transitions between …

Monitoring emotional intensity and variability to forecast depression recurrence in real time in remitted adults.

MJ Schreuder, E Schat, AC Smit, E Snippe… - Journal of consulting …, 2024 - psycnet.apa.org
Objective: Recurrent depressive episodes are preceded by changing mean levels of
repeatedly assessed emotions (eg, feeling restless), which can be detected in real time …

Detecting impending symptom transitions using early-warning signals in individuals receiving treatment for depression

MA Helmich, AC Smit, LF Bringmann… - Clinical …, 2023 - journals.sagepub.com
Drawing on dynamical systems theory, we investigated whether within-persons-detected
early-warning signals in momentary affect preceded critical transitions toward lower levels of …

Critical slowing down in momentary affect as early warning signal of impending transitions in depression

AC Smit, MA Helmich, LF Bringmann… - Clinical …, 2022 - journals.sagepub.com
Based on dynamical-systems theory, in the current study, we aimed to investigate if
recurrence of depression is systematically preceded by within-persons early warning signals …

Limited evidence of autocorrelation signaling upcoming affective episodes: a 12-month e-diary study in patients with bipolar disorder

VM Ludwig, I Reinhard, E Mühlbauer, H Hill… - Psychological …, 2024 - cambridge.org
BackgroundIncreased autocorrelation (AR) of system-specific measures has been
suggested as a predictor for critical transitions in complex systems. Increased AR of mood …

A complex systems perspective on chronic aggression and self-injury: case study of a woman with mild intellectual disability and borderline personality disorder

DHG Hulsmans, R Otten, EAP Poelen, A van Vonderen… - BMC psychiatry, 2024 - Springer
Background Challenging behaviors like aggression and self-injury are dangerous for clients
and staff in residential care. These behaviors are not well understood and therefore often …

Application of early warning signs to physiological contexts: a comparison of multivariate indices in patients on long-term hemodialysis

V Legault, Y Pu, E Weinans, AA Cohen - Frontiers in Network …, 2024 - frontiersin.org
Early warnings signs (EWSs) can anticipate abrupt changes in system state, known as
“critical transitions,” by detecting dynamic variations, including increases in variance …

Day-to-day affect fluctuations in adults with childhood trauma history: a two-week ecological momentary assessment study

E Kuzminskaite, CH Vinkers, AC Smit… - Psychological …, 2024 - cambridge.org
BackgroundChildhood trauma (CT) may increase vulnerability to psychopathology through
affective dysregulation (greater variability, autocorrelation, and instability of emotional …

New diagnosis in psychiatry: beyond heuristics

PD McGorry, IB Hickie, R Kotov, L Schmaal… - Psychological …, 2025 - cambridge.org
BackgroundDiagnosis in psychiatry faces familiar challenges. Validity and utility remain
elusive, and confusion regarding the fluid and arbitrary border between mental health and …