Aging Impairs Inhibitory Control Over Incidental Cues: A Construal-Level Perspective
Bibliographic record
Abstract
Age-related changes in decision making have been attributed to deterioration of cognitive skills, such as learning and memory. On the basis of past research showing age-related decreases in the ability to inhibit irrelevant information, we hypothesize that these changes occur, in part, because of older adults’ tendency to give more weight to low-level, subordinate, and goal-irrelevant information than younger adults do. Consistent with this hypothesis, our findings demonstrated that young adults are willing to pay more for a product with superior end attributes than a product with superior means attributes (Study 1, N = 200) and are more satisfied after an experience with superior end than means attributes (Study 2, N = 399). Young adults are also more satisfied with a goal-relevant than with a goal-irrelevant product (Study 3, N = 201; Study 4, N = 200, preregistered). Importantly, these effects were attenuated with age. Implications for research on construal level and aging, as well as implications for policymakers, are discussed.
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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 | 0.000 |
| 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.009 | 0.001 |
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".