MétaCan
Menu
Back to cohort
Record W4304144550 · doi:10.3389/frsus.2022.966876

The wellbeing economy: Possibilities and limits in bringing sufficiency from the margins into the mainstream

2022· article· en· W4304144550 on OpenAlexafffund
Anders Hayden, Clay Dasilva

Bibliographic record

VenueFrontiers in Sustainability · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicSocial Issues and Policies
Canadian institutionsBalsillie School of International AffairsUniversity of WaterlooDalhousie University
FundersUniversity of WaterlooScottish Government
KeywordsMainstreamConsumption (sociology)Green growthPoliticsWelfareEconomicsPolitical economyEconomic systemPolitical scienceDevelopment economicsMarket economySociologySustainable developmentSocial science

Abstract

fetched live from OpenAlex

The idea of sufficiency faces great obstacles in contemporary political economies in which production and consumption growth has long been considered imperative. Despite evidence supporting calls for a sufficiency-oriented, post-growth approach to environmental challenges, only pro-growth environmental perspectives have found significant mainstream political support until now. However, one recent formulation that has a strong affinity with a sufficiency approach—a wellbeing economy—has found growing support among mainstream political actors including governments and international organizations. Does the growing support for a wellbeing economy represent the long-sought breakthrough for a sufficiency-oriented, post-growth environmental approach? To help answer this question, we conduct case studies of New Zealand, Scotland, and Iceland—the three founders of the Wellbeing Economy Governments (WEGo). These nations have (to varying degrees) taken steps to downplay the centrality of economic growth and instead highlight wellbeing as the ultimate goal. They have also moved “beyond GDP” by introducing new wellbeing measurements and using them in policymaking. However, movement in a post-growth direction is limited by continuing dependence on economic growth to achieve intermediate goals, such as employment creation and provision of welfare state services, that are closely associated with the goal of wellbeing. We therefore characterize the emerging practice of the wellbeing economy as a “weak post-growth” approach. To become a “strong post-growth” perspective, it needs to be linked to a much more challenging project of disentangling contemporary societies' dependence on economic growth. The article includes a discussion of ways that WEGo nations could contribute to addressing that considerable challenge and build on the sufficiency-oriented elements evident in the wellbeing economy.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.014
metaresearch head score (Gemma)0.014
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.024
Threshold uncertainty score0.074

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0140.014
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0090.101
Scholarly communication0.0240.032
Open science0.0020.023
Research integrity0.0050.009
Insufficient payload (model declined to judge)0.0060.001

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.

Opus teacher head0.007
GPT teacher head0.268
Teacher spread0.261 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEmpirical

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".

Quick stats

Citations39
Published2022
Admission routes2
Has abstractyes

Explore more

Same venueFrontiers in SustainabilitySame topicSocial Issues and PoliciesFrench-language works237,207