Matches in SemOpenAlex for { <https://semopenalex.org/work/W4297887312> ?p ?o ?g. }
Showing items 1 to 97 of
97
with 100 items per page.
- W4297887312 abstract "Symptom fluctuation is one of the hallmarks of major depression. However, a principled, quantitative framework explaining when and how symptoms change remains elusive. Following a complex systems perspective, we model clusters of depressive symptomatology across N = 2059 longitudinal biweekly measurements using a mobile phone app from N = 113 patients based on Beck Depression Inventory-I (BDI-I). We show that 1) the five largest clusters cover more than 60% of all symptom profiles, 2) in close to 90% of all cases, major temporal fluctuations in depression scores (i.e. sum of BDI-I items) coincides temporally with the change between the symptom clusters, 3) the probability of an approaching transition increases the further away the symptoms move from the center of the clusters (r = 0.78, p < 0.008), and 4) the approaching symptoms clusters are those that are closest to the BDI measurement at any given moment (r = 0.42, p < 0.0001). Taken together these results support the notion that symptom fluctuations can be predicted with high precision, potentially opening the possibility to augment interventions by predicting upcoming shifts in symptom structures." @default.
- W4297887312 created "2022-10-01" @default.
- W4297887312 creator A5008833094 @default.
- W4297887312 creator A5014561886 @default.
- W4297887312 creator A5016928797 @default.
- W4297887312 creator A5025282327 @default.
- W4297887312 creator A5028421369 @default.
- W4297887312 creator A5036108757 @default.
- W4297887312 creator A5037944212 @default.
- W4297887312 creator A5040603981 @default.
- W4297887312 creator A5051242537 @default.
- W4297887312 creator A5059704237 @default.
- W4297887312 creator A5062558571 @default.
- W4297887312 creator A5063092296 @default.
- W4297887312 creator A5063304307 @default.
- W4297887312 creator A5067261122 @default.
- W4297887312 creator A5067269418 @default.
- W4297887312 creator A5078810947 @default.
- W4297887312 creator A5090772042 @default.
- W4297887312 date "2022-09-12" @default.
- W4297887312 modified "2023-09-26" @default.
- W4297887312 title "A complex systems model of temporal fluctuations in depressive symptomatology" @default.
- W4297887312 doi "https://doi.org/10.31234/osf.io/fm76b" @default.
- W4297887312 hasPublicationYear "2022" @default.
- W4297887312 type Work @default.
- W4297887312 citedByCount "2" @default.
- W4297887312 countsByYear W42978873122023 @default.
- W4297887312 crossrefType "posted-content" @default.
- W4297887312 hasAuthorship W4297887312A5008833094 @default.
- W4297887312 hasAuthorship W4297887312A5014561886 @default.
- W4297887312 hasAuthorship W4297887312A5016928797 @default.
- W4297887312 hasAuthorship W4297887312A5025282327 @default.
- W4297887312 hasAuthorship W4297887312A5028421369 @default.
- W4297887312 hasAuthorship W4297887312A5036108757 @default.
- W4297887312 hasAuthorship W4297887312A5037944212 @default.
- W4297887312 hasAuthorship W4297887312A5040603981 @default.
- W4297887312 hasAuthorship W4297887312A5051242537 @default.
- W4297887312 hasAuthorship W4297887312A5059704237 @default.
- W4297887312 hasAuthorship W4297887312A5062558571 @default.
- W4297887312 hasAuthorship W4297887312A5063092296 @default.
- W4297887312 hasAuthorship W4297887312A5063304307 @default.
- W4297887312 hasAuthorship W4297887312A5067261122 @default.
- W4297887312 hasAuthorship W4297887312A5067269418 @default.
- W4297887312 hasAuthorship W4297887312A5078810947 @default.
- W4297887312 hasAuthorship W4297887312A5090772042 @default.
- W4297887312 hasBestOaLocation W42978873121 @default.
- W4297887312 hasConcept C118552586 @default.
- W4297887312 hasConcept C121332964 @default.
- W4297887312 hasConcept C12713177 @default.
- W4297887312 hasConcept C139719470 @default.
- W4297887312 hasConcept C154945302 @default.
- W4297887312 hasConcept C15744967 @default.
- W4297887312 hasConcept C162324750 @default.
- W4297887312 hasConcept C169900460 @default.
- W4297887312 hasConcept C179254644 @default.
- W4297887312 hasConcept C27415008 @default.
- W4297887312 hasConcept C2776867660 @default.
- W4297887312 hasConcept C2779631380 @default.
- W4297887312 hasConcept C3019858935 @default.
- W4297887312 hasConcept C41008148 @default.
- W4297887312 hasConcept C558461103 @default.
- W4297887312 hasConcept C70410870 @default.
- W4297887312 hasConcept C74650414 @default.
- W4297887312 hasConceptScore W4297887312C118552586 @default.
- W4297887312 hasConceptScore W4297887312C121332964 @default.
- W4297887312 hasConceptScore W4297887312C12713177 @default.
- W4297887312 hasConceptScore W4297887312C139719470 @default.
- W4297887312 hasConceptScore W4297887312C154945302 @default.
- W4297887312 hasConceptScore W4297887312C15744967 @default.
- W4297887312 hasConceptScore W4297887312C162324750 @default.
- W4297887312 hasConceptScore W4297887312C169900460 @default.
- W4297887312 hasConceptScore W4297887312C179254644 @default.
- W4297887312 hasConceptScore W4297887312C27415008 @default.
- W4297887312 hasConceptScore W4297887312C2776867660 @default.
- W4297887312 hasConceptScore W4297887312C2779631380 @default.
- W4297887312 hasConceptScore W4297887312C3019858935 @default.
- W4297887312 hasConceptScore W4297887312C41008148 @default.
- W4297887312 hasConceptScore W4297887312C558461103 @default.
- W4297887312 hasConceptScore W4297887312C70410870 @default.
- W4297887312 hasConceptScore W4297887312C74650414 @default.
- W4297887312 hasLocation W42978873121 @default.
- W4297887312 hasLocation W42978873122 @default.
- W4297887312 hasOpenAccess W4297887312 @default.
- W4297887312 hasPrimaryLocation W42978873121 @default.
- W4297887312 hasRelatedWork W1990914278 @default.
- W4297887312 hasRelatedWork W2016339879 @default.
- W4297887312 hasRelatedWork W2017174034 @default.
- W4297887312 hasRelatedWork W2066538098 @default.
- W4297887312 hasRelatedWork W2069240012 @default.
- W4297887312 hasRelatedWork W2142061433 @default.
- W4297887312 hasRelatedWork W2404772128 @default.
- W4297887312 hasRelatedWork W2462968690 @default.
- W4297887312 hasRelatedWork W2496472698 @default.
- W4297887312 hasRelatedWork W2803739413 @default.
- W4297887312 isParatext "false" @default.
- W4297887312 isRetracted "false" @default.
- W4297887312 workType "article" @default.