The Life Span Development of Generativity
Bibliographic record
Abstract
This chapter addresses the development of generativity, Erikson’s conception of the midlife strength in his eight-stage model of personality development. Following Erikson, the authors define generativity as care for next generations and set it in the context of both personality theory and life span development. Specifically, the authors draw on the framework of McAdams that characterizes personality as composed of three sequentially developing levels: actions, goals/motives, and the narrative life story (a mature form of narrative that provides the self with a sense of meaning and identity). The authors then review research on generativity as expressed from adolescence to later adulthood, which indicates that it is a relevant construct across this entire period in a variety of life domains. They also consider factors influencing generativity levels, including family background and cultural variations. Throughout the chapter, the authors consider the connections of generativity to morality across different facets of personality and stages of the adult life span.
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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 | 0.000 | 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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.004 | 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; both teacher heads agree on what is shown here.
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".