The Importance of Adult Connections in Adolescents' Sense of School Belonging: Implications for Schools and Practitioners
Bibliographic record
Abstract
This article discusses the significance of adult connections for adolescents' sense of school belonging and identifies areas for future research and practice by (a) exploring the influence of adult connections on adolescents' sense of school belonging; (b) reviewing the literature regarding school belonging outcomes; (c) identifying potential barriers to building adult connections and school belonging; (d) presenting school improvement initiatives that hold promise for facilitating adult connections and school belonging; and (e) introducing a research and practice agenda that underscores the need for further investigation into the relationship between adult connections and school belonging. This proposed agenda represents an important addition to the literature by advocating for an increased focus on the process and significance of these relationships during adolescence, emphasizing adult connections and school belonging in school improvement initiatives, and indicating how adult connections can promote positive outcomes for at-risk students.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".