Teaching multiple approaches to management to facilitate prosocial and environmental well-being
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
Friedman's maxim "The social responsibility of business is to increase its profits" (p. 32) has shaped what managers consider effective management. This Financial Bottom Line approach to management has been challenged by both Positive Organizational Scholarship (POS) and Critical Management Studies (CMS). POS highlights how enhancing prosocial and other nonfinancial considerations can increase profits, consistent with the current dominant Triple Bottom Line approach. In contrast, CMS tends to critique any approach that seeks to maximize profits by creating dysfunctional power symmetries and marginalization. This study introduces a third option, the Social and Ecological Thought approach, which promotes maximizing social and ecological well-being while remaining financially viable. A longitudinal pre-post intervention in a sample of undergraduate management students showed that teaching multiple approaches to management-Financial Bottom Line, Triple Bottom Line, and Social and Ecological Thought-resulted in learners becoming less likely to espouse profit-related goals (e.g. to maximize efficiency, productivity, profitability) and more likely to identify nonfinancial ones (e.g. extra-organizational prosociality and reduction of marginalization) when characterizing effective management. However, the results did not support predictions regarding intra-organizational prosociality and marginalization, or power asymmetries. We discuss implications for pedagogy and the future development of POS and CMS.
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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 | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it