The resource‐based view revisited: Comparative firm advantage, willingness‐based isolating mechanisms and competitive heterogeneity
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 We take a step beyond the resource‐based view that resource characteristics (i.e., valuable, rare, inimitable and non‐substitutable) are the sole basis for isolating mechanisms. Instead, we apply Ricardo's principle of Comparative Advantage in a two‐firm, two‐product scenario to show how additional isolating mechanisms can result from economic incentives that provide managers with distinct strategic choices. Specifically, our analysis indicates that managers' strategic decisions based on comparative firm advantage (CFA) affect their willingness to imitate competitors, even when their firms are fully capable of such imitation. This willingness, in turn, helps to determine the direction of firm expansion. We discuss how Ricardo's CFA logic can provide specific guidance for managers regarding effective firm strategies in specific comparative advantage situations by factoring in both internal efficiencies and competitive pressures when designing and implementing rent‐seeking strategies.
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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 | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.001 |
| 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