Temporal Directionality Between Symptoms During Treatment of Depressed Inpatients: A Dynamic Time Warp Network Analysis DOI Creative Commons
Daphne A. Cocx‐Swiebel, Gabriëlle E. van Son,

Anita Scheper

и другие.

Clinical Psychology & Psychotherapy, Год журнала: 2024, Номер 31(5)

Опубликована: Сен. 1, 2024

ABSTRACT Background Depression is generally perceived from the perspective of common‐cause disease model. However, network assumes mutual influence individual symptoms and stresses importance investigating symptom dynamics. Gaining a better understanding dynamics within individuals might contribute to more effective treatments. Methods Current exploratory longitudinal research studied associations directionality between 43 generic questionnaire Symptom Questionnaire‐48 (SQ‐48) using dynamic time warp (DTW) analyses, in which trajectories with similar time‐dependent patterns can be identified. Data were analysed first, yielding distance matrices for all trajectories, after data aggregated. Results The 148 included patients admitted treatment their clinical depression. Undirected DTW analyses three longer series but otherwise randomly chosen showed large variability among individuals. Group‐level undirected numerous significant edges symptoms, largely clustering according eight pre‐existing subscales SQ‐48. directed five outstrength: ‘hopeless’, ‘restless’, ‘down/depressed’, ‘feeling tense’ ‘no enjoyment’, meaning that change these key preceded other symptoms. Limitations SQ‐48 primarily focus on internalizing problems severely depressed inpatients, potentially limiting generalizability. Conclusions networks provided us based scores. Future studies could explore whether process‐based therapy targeted at high outstrength result effectivity as part personalized treatment.

Язык: Английский

Emergence and evolution of developmental resilience science over half a century DOI Creative Commons
Ann S. Masten

Development and Psychopathology, Год журнала: 2024, Номер unknown, С. 1 - 9

Опубликована: Март 8, 2024

Abstract This reflection on the history and future of developmental resilience science (DRS) highlights its co-emergence with psychopathology (DP), as well roles this journal founding editor, Dante Cicchetti, in evolution these intertwined domains scholarship. A remarkable constellation scholars at University Minnesota shaped course both conceptual frameworks their dissemination. I describe fundamental assumptions common to DP DRS that reflect roots pervasive influence systems theory science. four waves key principles present time. In conclusion, consider possibility a fifth wave is emerging focus understanding patterns multisystem, multilevel processes implications for interventions context interacting, interdependent, complex adaptive systems. close commentary questions research hopeful outlook human resilience.

Язык: Английский

Процитировано

8
Resilience in development: Pathways to multisystem integration DOI Open Access
Ann S. Masten, Fanita A. Tyrell, Dante Cicchetti

и другие.

Development and Psychopathology, Год журнала: 2023, Номер 35(5), С. 2103 - 2112

Опубликована: Дек. 1, 2023

An abstract is not available for this content. As you have access to content, full HTML content provided on page. A PDF of also in through the 'Save PDF' action button.

Язык: Английский

Процитировано

17
The need for systems thinking to advance Alzheimer's disease research DOI Creative Commons
Jeroen F. Uleman, Rick Quax, René J. F. Melis

и другие.

Psychiatry Research, Год журнала: 2024, Номер 333, С. 115741 - 115741

Опубликована: Янв. 21, 2024

Despite extensive research efforts to mechanistically understand late-onset Alzheimer's disease (LOAD) and other complex mental health disorders, curative treatments remain elusive. We emphasize the multiscale multicausality inherent LOAD, highlighting interplay between interconnected pathophysiological processes risk factors. Systems thinking methods, such as causal loop diagrams systems dynamic models, offer powerful means capture study this complexity. In recent studies, we developed validated a diagram system dynamics model using multiple longitudinal data sets, enabling simulation of personalized interventions on various modifiable factors in LOAD. The results indicate that targeting like sleep disturbance depressive symptoms could be promising yield synergistic benefits. Furthermore, showed significant potential, with top-ranked intervention strategies differing significantly across individuals. argue approaches can open new prospects for multifactorial precision medicine. future research, may also guide structured, model-driven collection interactions LOAD's multicausality, facilitating theory development possibly resulting effective prevention treatment options.

Язык: Английский

Процитировано

5
When resilience becomes undesirable – A cautionary note DOI Creative Commons
Yannick Hill, Margaret Morison,

Abbey Westphal

и другие.

New Ideas in Psychology, Год журнала: 2024, Номер 73, С. 101076 - 101076

Опубликована: Фев. 16, 2024

Traditionally, resilience has been viewed as a general positive adaptation to stressors. However, the hallmark of – returning previous state following perturbation may also have severe downsides, which are often overlooked. Specifically, it be unrealistic return or cause person become stuck in an undesirable state. In this article, we first call for more nuanced theoretical conceptualization resilience. To do so, draw on insights from dynamical systems theory help clearly define role stressor and idealized pathway adapt it. Then, exemplify potential downsides context trauma social adversity, learning, goal-disengagement. conclusion, researchers practitioners should cautious with term provide accounts what they mean avoid potentially harmful consequences.

Язык: Английский

Процитировано

4
Temporal Dynamics of Depressive Symptoms, Apathy, Daily Activities, and Cognitive Decline in older people from the general population: a network analysis DOI Creative Commons
Abe J C van der Slot, Simon P. Mooijaart, Jan Willem van Dalen

и другие.

American Journal of Geriatric Psychiatry, Год журнала: 2025, Номер unknown

Опубликована: Фев. 1, 2025

Язык: Английский

Процитировано

0
Temporal dynamics of depressive symptoms and cognitive decline in the oldest old: dynamic time warp analysis of the Leiden 85-plus study DOI Creative Commons
Abe J C van der Slot, Anne Suzanne Bertens, Stella Trompet

и другие.

Age and Ageing, Год журнала: 2024, Номер 53(7)

Опубликована: Июль 1, 2024

Abstract Background The prevalence of depressive symptoms and cognitive decline increases with age. We investigated their temporal dynamics in individuals aged 85 older across a 5-year follow-up period. Methods Participants were selected from the Leiden 85-plus study eligible if at least three measurements available (325 599 participants). Depressive assessed baseline yearly assessments during period up to 5 years, using 15-item Geriatric Depression Scale (GDS-15). Cognitive was measured through various tests, including Mini Mental State Exam, Stroop test, Letter Digit Coding test immediate delayed recall. A novel method, dynamic time warping analysis, employed model within individuals, undirected directed time-lag analyses, ascertain whether precede group-level aggregated results or vice versa. Results 325 participants all years age baseline; 68% female, 45% received intermediate higher education. functioning significantly covaried time, analyses showed that preceded most constituents impairment oldest old. Of GDS-15 symptoms, those strongest outstrength, indicating changes these subsequent other worthlessness, hopelessness, low happiness, dropping activities/interests, satisfaction life (all P’s < 0.01). Conclusion population based sample

Язык: Английский

Процитировано

2
Re-politicizing the WHO’s social determinants of health framework DOI
Canan Karatekin, Bria Gresham, Andrew J. Barnes

и другие.

Health Promotion International, Год журнала: 2024, Номер 39(5)

Опубликована: Авг. 28, 2024

Although the World Health Organization's (WHO's) framework on social and structural determinants of health inequities (SSDHHI) has done much to raise awareness these determinants, it does not go far enough in considerations politics power. The become more de-politicized since its publication, with definition shifting toward downstream individualized factors. In meantime, new research fields legal, commercial political have emerged; however, integrated adequately into broader SSDHHI frameworks. To address challenges, we argue for a re-politicization an expansion WHO's by including agents who power over shaping ways they use shape determinants. We also provide detailed conceptualization facilitate research. propose guideline evaluating studies according extent which point upstream versus incorporate then this encourage associations among agents, mechanisms power, determinants; how changes affect dynamics agents; wider focus beyond laws policies, such as broad economic sociopolitical systems. urge researchers consider societal institutional forces their respect SSDHHI. Research based can be used evidence advocacy build just systems that fundamental human right healthy life.

Язык: Английский

Процитировано

2
Specifying Transition Types and Scales of Interest in Understanding Clinical Change DOI Open Access
Jingmeng Cui, Merlijn Olthof, Fred Hasselman

и другие.

Опубликована: Янв. 8, 2024

Sudden changes are often observed in clinical practice, yet a systematic framework to understand the underlying mechanisms is still lacking. In this article, we aim bridge gap by presenting for theoretical advancement and empirical investigation of sudden trajectories. We begin introducing features three distinct types transitions drawn from complex system research: bifurcation-induced tipping (B-tipping), noise-induced (N-tipping), rate-induced (R-tipping). Additionally, introduce distribution change (D-change), which does not experience single abrupt transition but its overall state distribution. use real-life examples illustrate how those can be connected phenomena. Finally, show why type may differ specific research questions, clearly defining interest required determining appropriate transition.

Язык: Английский

Процитировано

1
Risk and resilience models in child development DOI
S. Alexa McDorman,

Ellie K. Taylor-Robinette,

Rachel Romeo

и другие.

Advances in child development and behavior, Год журнала: 2024, Номер unknown, С. 132 - 163

Опубликована: Янв. 1, 2024

Язык: Английский

Процитировано

1
Transitions and resilience in ecological momentary assessment: A multiple single-case study DOI Creative Commons
Merlijn Olthof,

Andrea Bunge,

Dominique Maciejewski

и другие.

Journal for Person-Oriented Research, Год журнала: 2024, Номер 10(2), С. 89 - 99

Опубликована: Дек. 13, 2024

Ecological momentary assessment (EMA) of affect, cognition and behavior aims to provide a ‘window into person’s daily life’. But what should we look for through this window? In paper, compare statistical perspective, grounded in probability theory, with dynamic pattern complexity on two common phenomena EMA data: non-stationarity outlying values. From these are considered nuisances that be dealt with. contrast, may signal transitions from one another (e.g., transition neutral persistent sad mood), whereas values recovery perturbations stressful life events). We evaluated the view triangulation study multiple single cases took part Track your Mood study, where participants reported their emotions events 60 days. found was indeed related transition, were after perturbations. These findings show person-oriented research would benefit perspective can identify highly meaningful clinically relevant otherwise at risk being missed. Complementing time series contextual information qualitative data will essential genuinely understand phenomena.

Язык: Английский

Процитировано

1