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Record W4381892354 · doi:10.1080/13604813.2023.2223884

Structural violence and the subversion of participatory planning—the struggle for the Warwick Market in Durban, South Africa

2023· article· en· W4381892354 on OpenAlexfundno aff
Brij Maharaj

Bibliographic record

VenueCity · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicUrban and Rural Development Challenges
Canadian institutionsnot available
FundersDepartment for International DevelopmentInternational Development Research Centre
KeywordsSubversionPovertyStructural violenceDemocracyCitizen journalismPublic administrationSociologyEconomic growthPolitical scienceLawEconomicsPolitics

Abstract

fetched live from OpenAlex

Deprivation, poverty, inequality, forced displacement, psychological harm, lack of public participation in planning and benign neglect are examples of structural violence in cities. In the case of benign neglect, public facilities are deliberately neglected in terms of maintenance and provision of basic facilities—a form of ‘slow violence’. Drawing from qualitative data sources that included participant observation, consultations with legal advisors and court hearings, this paper analyses the different forms of structural violence that were used in early 2009 in the city of Durban to try to replace the century old Early Morning Warwick Market which catered for the poor working class, with a mall. The Municipality’s participatory and consultative approach to upgrade the Warwick Avenue Triangle in the first democratic decade (1994–2004) is contrasted with the subversion of participatory planning in the second democratic decade (2004–2014), as Durban prepared for FIFA 2010. The mall development would have resulted in the loss of an important part of Durban’s history, heritage and culture. A key contention of this paper is that the fatally flawed neoliberal planning fiasco in Warwick Avenue was driven by a top-down process which favoured private corporate interests. The mall project was presented as a public–private partnership. However, in such partnerships local democracy is compromised as the fiscal prospects of local governments become dependent on the business decisions of the private sector. There were serious contradictions evident in the juxtaposition of large-scale public-private partnerships such as the mall, and the threats to displace low-income traders, a process which David Harvey called ‘accumulation by dispossession’. The historical and political processes of accumulated and incremental neglect and stigma which encapsulate ‘slow violence’ contributed to the decay and decline of the Early Morning Market. Attempts to displace traders and replace the market with a mall was basically a political decision, aided and abetted by some senior members in the ruling ANC government hierarchy—a shameful period in Durban’s democratic history. The threats to displace the traders in the Early Morning Market was a form of structural violence, which was reminiscent of the apartheid era. The structural violence of apartheid-capitalism continues at the level of outcomes (non-participation and displacement) even under a changed political structure (democracy), as the ANC government pursues a neoliberal agenda.

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)0.005
metaresearch head score (Gemma)0.008
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.051
Threshold uncertainty score0.105

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.008
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.003
Science and technology studies0.0180.026
Scholarly communication0.0080.007
Open science0.0020.010
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0050.000

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 head0.111
GPT teacher head0.314
Teacher spread0.203 · 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 designQualitative
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

Citations8
Published2023
Admission routes1
Has abstractyes

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