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Record W78820546

Social Entrepreneurs, Local Initiatives and Social Economy: Foundations for a Socially Innovative Strategy to Fight against Poverty and Exclusion

2009· article· en· W78820546 on OpenAlexaboutno aff
Juan‐Luis Klein, Jean-Marc Fontan, Diane‐Gabrielle Tremblay

Bibliographic record

VenueR-libre (Université Téluq) · 2009
Typearticle
Languageen
FieldSocial Sciences
TopicSocial Sciences and Governance
Canadian institutionsnot available
Fundersnot available
KeywordsSocial entrepreneurshipPovertyPolitical scienceContext (archaeology)Social exclusionPublicsEntrepreneurshipLocal DevelopmentHumanitiesSociologyPublic administrationRegional scienceGeographyPolitics
DOInot available

Abstract

fetched live from OpenAlex

This paper presents a synthetic analysis of local initiatives put in action by social entrepreneurs. On the basis of six case studies carried out in Quebec, the authors describe the context where local initiatives take place, the conditions of their success as well as a holistic model including their territorial effect. The paper shows that local initiatives can modify the factors provoking poverty and exclusion, and, therefore, devitalisation of local communities. The authors affirm that local initiatives can revitalise the community by implementing social entrepreneurship. However, they also show that the success of a local initiatives-based strategy requires the commitment of all stakeholders (private firms, public agencies and third sector organisations). Such a commitment should emerge within a context of a flexible and pluralistic model of governance. >. Ce texte propose une reflexion globale au sujet des initiatives locales amorcees par des entrepreneurs sociaux. Basee sur des etudes de cas realisees au Quebec, cette reflexion degage le contexte dans lequel ces initiatives se mettent en oeuvre, leurs conditions de reussite ainsi qu'un modele explicatif global de leur dynamique. Le texte cherche a montrer que des initiatives locales peuvent inflechir les tendances qui president a l'appauvrissement et a l'exclusion qui provoquent la devitalisation des collectivites locales. Les auteurs soutiennent que les initiatives locales redynamisent la collectivite et creent un contexte d'entrepreneuriat social, mais ils montrent en meme temps que la reussite d'une strategie basee sur ces initiatives exige l'engagement de l'ensemble des acteurs de la societe (prives, publics et sociaux). Cet engagement doit prendre forme dans le contexte d'une gouvernance flexible et plurielle. ********** The objective of this paper is to present a comprehensive reflection on the topic of development through local initiatives by social entrepreneurs who mobilize resources ofthe social economy in order to fight poverty and exclusion at the local level. The reflection is based on a set of case studies which were undertaken in the context of a research program on territorial reconversion and socio-territorial innovation. By territorial reconversion, we mean the institutional and organizational changes that take place in local collectivities as the result of voluntary actions aiming to adapt those collectivities to the changing global economic environment. By socio-territorial innovation we mean the new social configurations and governance modalities that coordinate the actions which allow for the reconversion. While those case studies have already given rise to many publications and communications, this paper differs in that we summarize the case studies in order to identify the context in which those initiatives are implemented, their conditions of success, as well as a comprehensive explanatory model of their territorial effect. For that purpose, we begin by discussing poverty and exclusion from a territorial perspective. Second, we indicate to what extent the social economy constitutes a major support for the development of local initiatives likely to reduce or counterbalance the process of impoverishment and exclusion in local collectivities. Here, we focus in particular on the context, namely, the Quebec model, where local development and the social economy are part of a socio-economic development strategy promoted by the government as well as by civil society. Third, we then summarize the cases that serve as our basis. These cases comprise initiatives launched by local social entrepreneurs who mobilized resources from the social economy, thereby tapping into larger networks and resources, either of endogenous or exogenous origin. Starting from those cases, we identify the conditions of success of the local initiatives, which will allow us, in the fourth step, to propose a more comprehensive interpretative model of their collective effect. …

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)0.002
metaresearch head score (Gemma)0.001
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 score0.092
Threshold uncertainty score0.184

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0070.029
Scholarly communication0.0090.004
Open science0.0010.006
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0060.000

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.

Opus teacher head0.026
GPT teacher head0.294
Teacher spread0.268 · 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

Citations33
Published2009
Admission routes1
Has abstractyes

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