Sovereign Citizens and Constrained Consumers: Why Sustainability Requires Limits on Choice
Bibliographic record
Abstract
There is resistance to policies that would reduce overall consumption levels to promote sustainability. In part, this resistance is aided by the economic concept of consumer sovereignty (CS) and its presumption that choice promotes wellbeing. We investigate the concept of consumer sovereignty in the context of deepening concerns about sustainability and scrutinise whether the two concepts are compatible. We draw on new findings in psychology on human decision-making traits; we take into account increasing awareness about human dependencies on ‘functioning’ ecosystems and uncertainties on how ecosystems, human activities and human wellbeing are interlinked. We conclude that commitment to the concept of consumer sovereignty is incompatible with sustainability due to human characteristics, the difficult-to-predict behaviour of ecological systems and ignorance about the impact of human action on natural systems. We propose that the choice-set of available goods and services on markets should be constrained when consumption patterns can be linked to degradation of services provided by nature when those services are seen as crucial for human wellbeing. We advocate constraining the available choice-set through established governmental institutions aided by deliberative processes that engage members of the general public. Finally, we acknowledge that such processes are imperfect; nevertheless, we foresee that they will be essential for fostering wise decision-making and moving towards sustainability.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.004 | 0.015 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.017 |
| Scholarly communication | 0.005 | 0.008 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.004 | 0.003 |
| Insufficient payload (model declined to judge) | 0.006 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), 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".