Mindset and Morality: Adolescents' Implicit Theories of Morality
Bibliographic record
Abstract
In adolescents’ everyday interactions, it is inevitable that they encounter morally-laden events. Arguably, adolescents’ essentialist vs. incremental moral mindsets, or whether they perceive moral qualities and traits as fixed or malleable, might be linked to how they make sense of moral experiences. In two studies, this dissertation examined links between mindsets and youths’ constructions of meaning about their own and others’ moral experiences. Both studies were based on a sample of 98 adolescents from the Montreal area. Study 1 investigated how adolescents’ moral mindsets varied across contexts depicting others’ prosocial and antisocial actions that were recurrent or nonrecurrent, as well as their judgments of others. Youth endorsed moral essentialism more in the prosocial domain. When youth made essentialist attributions in prosocial situations, they judged actors as more likable, their actions as more acceptable, and endorsed more praise and “good person” attributions. In antisocial situations, essentialism was linked to judging actors as more unlikable, their actions as more unacceptable, more endorsement of punishment, and “bad person” attributions. Study 2 examined how moral mindsets were linked to youths’ narrative accounts of their own morally-laden experiences and how these associations might differ across experiences in which youth described acting consistently and inconsistently with an important value. Individual differences in moral incrementalism were associated with adolescents’ construction of meanings in their narratives. Adolescents who endorsed moral incrementalism referred more to moral emotions, elaborated more on psychological interpretations, and engaged in more meaning-making in their narratives. \nFurthermore, moral incrementalism was inversely linked with disengagement when youth narrated a time they acted inconsistently with a moral value. Both studies illuminate how moral mindsets are applied in nuanced ways across situations. Findings suggest that moral essentialism might be especially variable across contexts, and informs situation-specific ways in which adolescents make judgments of others. In turn, individual differences in moral incrementalism were more strongly associated with adolescents’ own moral self-constructions. This research contributes to scholarship on moral mindset during a crucial developmental period by illuminating inter- and intra-individual differences in adolescents’ judgments about others as well as meaning-making in relation to their own moral experiences.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 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 source (direct Gemma or distilled Codex), 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".