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Record W864408468

Political Economy and Public Policy of Marginalization: Alternative Development, Multilevel Planning and Disadvantaged Communities in Slovenia and Canada

2012· article· en· W864408468 on OpenAlex

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueJournal of comparative politics · 2012
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicRegional Development and Management Studies
Canadian institutionsnot available
Fundersnot available
KeywordsDisadvantagedDecentralizationParticipatory planningPoliticsSociologyPolitical sciencePraxisPublic relationsEconomic growthEconomics
DOInot available

Abstract

fetched live from OpenAlex

Are alternative models relevant in the context of revitalization of disadvantaged communities without the visible role of the state in building strategies? In some reasonable conditions, the state has to carry out specific tasks which would guarantee marginalized communities to become a relevant partner in creating and establishing participatory approaches. In many developed countries the inclusion schema is usually established but power relations are not reconstructed properly in a sense of a more fair cooperation between the state and disadvantaged communities. The main goal of the present paper is to problematise policies according to marginalized communities in Slovenia and Canada and to show which principles from Canadian socio-economic praxis are revenant for Slovenian reality.1 PROLOGUEWe are aware that simple causal model of alternative is too rigid when trying to picture a complex reality of strategies. Contemporary approaches to in marginalized communities are multidisciplinar/ in their nature and planned as multilevel strategies of development. Regarding theoretical approaches, scholars adapt theories, for example, from international political economy to theories of micro business to explain various themes concerning in disadvantaged communities. Due to this reason we will use the original Sundaram's2 approach of multilevel planning and adapt it to reality in Slovenia and Canada. The main issue concerning multilevel planning is to show different possible approaches regarding alternative development: topdown planning, planning from bellow and planning from within. For Sundaram,3 the issue of decentralization is of fundamental importance in relation to multilevel planning.Our focus is to warn that problem of poverty is of acute nature also in developed countries as they are Slovenia and Canada. The latter has far more developed social economy approaches which will be an important issue in this paper. Two marginalized groups are included in comparison: Aboriginal peoples of Canada and Roma community in Slovenia. Even they do not share a lot of common characteristics, the problem of continuing marginalization is evident in both cases.We will try to explain and investigate the marginalization phenomenon and possible solutions in two ways: through a political economy approach and public policy analysis. More concretely, we are interested how policy changes and participation of individuals (living in disadvantaged communities) in policies create opportunities for them. What is more, research interest is also given to the role of the state in policies and what is probably missing in defining its role in preventing marginalization.Finally, two different approaches are included in comparison: Community Economic Development approach widely used in Canada and the Government of Slovenia's National Program of Measures concerning Roma Communities the Period 2010-2015 as a core strategy for future of Roma in Slovenia. In fact, the first one is the alternative model of economic in communities (often called the initiative) which is partially independent from the state. The second example is a governmental strategy designed as top-down model of development.2 MULTILEVEL PLANNING: BEYOND THE TWO WAY DEVELOPMENTConventional distinction which assumes and determines the role of the state in planning activities presupposes top-down4 and bottom up5 approaches as the most reliable. In some sense, this linear mode of thinking is maybe too simplistic for understanding a chaotic reality in the process of activities. Sundaram6 besides the conventional view offers a third possibility which he calls a development from within saying that this is a model of with a capillary 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.

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.497
Threshold uncertainty score0.996

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.109
GPT teacher head0.302
Teacher spread0.193 · 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