Adolescents’ moral reasoning when honesty and loyalty collide
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Abstract According to moral pluralism theory, people practice moral reasoning based on several fundamental dimensions, including honesty and loyalty. As individuals navigate increasingly complex social worlds over development, they may face the dilemmas where honesty collides with loyalty. In the current study, adolescents (15‐ to 18‐year‐olds, N = 203) in a western, multicultural Canadian city read moral dilemmas involving a protagonist learning that an athlete cheated in a sports event. We manipulated the relationship between the protagonist and the cheater (best friends or compatriots) between subjects and the protagonist's responses (telling a loyal lie or the disloyal truth) within subjects. We examined participants’ first‐person behavioral intentions ( choices ) in the hypothetical dilemmas and third‐party judgments of protagonists’ morality. These adolescents projected that they personally would be more inclined to tell a loyal lie for a friend than their country, but older adolescents were more likely to lie for their country than younger ones. Participants judged telling disloyal truths to expose a friend significantly less favorably than disloyal truths to expose a country. These adolescents reflected upon loyalty and caring, honesty and fairness, and nonmoral practical factors when justifying their choices and judgments . The current study advances our understanding of moral development by revealing that with sophisticated social‐cognitive capacities, adolescents can coordinate different fundamental moral values when rendering their moral reasoning.
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.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 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) | 0.000 | 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 it