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Record W7062527382

Understanding the Link Between Affinity for Solitude and Psychosocial Adjustment During Adolescence

2024· other· en· W7062527382 on OpenAlexaff

Bibliographic record

VenueBrock University Digital Repository (Brock University) · 2024
Typeother
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicElectron Spin Resonance Studies
Canadian institutionsBrock University
Fundersnot available
KeywordsSolitudeFriendshipPsychosocialPeer groupSocial isolationMultilevel modelSocial supportLonelinessInterpersonal relationshipSelf-concept
DOInot available

Abstract

fetched live from OpenAlex

Time spent alone increases from childhood into adolescence. Some previous research suggests that solitude is a constructive experience, whereas other researchers argue that spending time alone may have negative implications for peer relationships during adolescence. Less is known about how different characteristics of solitude may be differentially associated with adjustment. The primary goals of my dissertation were 1) to explore whether the link between affinity for solitude and psychosocial adjustment depends on why or how often an adolescent spends time alone, 2) assess whether there are individual differences in patterns of attitudes towards solitude and experiences with solitude, and 3) identify when solitude is most associated with maladjustment during adolescence. Study 1 of my dissertation used a sample of early and mid- adolescents to examine whether affinity for solitude predicted psychosocial adjustment (i.e., depressive symptoms, social anxiety, peer victimization, friendship quality, self-esteem), controlling for previous scores on these indicators from two years earlier, and whether motivations for spending time alone (i.e., positive versus reactive) and frequency of time spent alone moderated this association. Study 2 used a person-centered approach to identify subgroups of adolescents who varied in characteristics of solitude and sociability, and then assessed whether there were group differences in earlier and concurrent psychosocial adjustment (i.e., depressive symptoms, social anxiety, peer victimization, friendship quality). Study 3 extended Study 2 to explore whether these groups of adolescents with different patterns of characteristics of solitude and sociability experienced changes in trajectories of psychosocial adjustment after the start of the COVID-19 pandemic, and whether the pandemic had a stronger effect for some groups compared to others. Overall, results indicated that affinity for solitude is relatively benign during adolescence, though this depends on why and how often adolescents spend time alone, as well as whether adolescents desire to be around others. Further, the implications of solitude may depend on contextual factors, such as the pandemic. Taken together, my dissertation highlights the importance of considering multiple characteristics of solitude, as well as sociability, to avoid broadly over pathologizing solitude during adolescence.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.048
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.020
GPT teacher head0.222
Teacher spread0.202 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designNot applicable
Domainnot available
GenreOther

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2024
Admission routes1
Has abstractyes

Explore more

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