Indicators of Relatedness in Adolescent Male Groups: Toward a Qualitative Description
Bibliographic record
Abstract
Self-determination theorists (SDT) argue that the satisfaction of the need for relatedness is essential for growth and well-being. However, the current research has yet to account for the unique ways in which adolescent males engage in behaviors to fulfill their need for relatedness within their peer groups. This qualitative study investigates relatedness in six 16-to 17-year-old adolescent males. Independent observations of videotape data and a collaborative analysis revealed 13 main indicators of moment-to-moment relatedness. These indicators include expressing belonging, referring to shared experiences, and helping others out. The indicators of relatedness are discussed in the context of SDT, and additional theoretical frameworks provide an integrative understanding of the construct. Implications for research on the need for relatedness across diverse settings and populations are discussed and the utility of the indicators for professionals who work with adolescent males is considered.
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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 | 0.008 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".