Successful women of the Americas: the same or different?
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
Purpose The intent of this cross‐national research is to study the personal and cultural characteristics of successful professional women. High‐achieving women may share certain personal characteristics, beliefs, and experiences, regardless of the countries in which they live. However, every individual is socialized within a particular national culture, and may be expected to share certain values and expectations with other members of that culture. Design/methodology/approach Over 1,100 professionally “successful women” (including high‐level managers, entrepreneurs, academics, government personnel, and professionals) and 531 undergraduate business students in nine countries – Argentina, Brazil, Canada, Chile, Mexico, the USA and the West Indies (Barbados, Jamaica, St. Vincent, and the Grenadines) completed surveys containing two sets of variables: national/cultural (collectivism/individualism, power distance, uncertainty avoidance) and personal (self‐efficacy, locus of control, need for achievement). Findings There were significant differences in the personal characteristics between successful women and the student comparison samples, with successful women consistently higher on self‐efficacy and need for achievement, and more internal on locus of control. There were some significant but smaller than expected differences in cultural characteristics between national samples. Originality/value This contrast of successful women living in the Americas provides new insights for managers of international companies seeking to be gender inclusive.
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 | 0.002 | 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 | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| 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 it