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Record W4210766995 · doi:10.15173/glj.v13i1.4412

Formal Organising in the Informal Sector: The Hawker Sangram Committee and the Politics of Hawking in Kolkata, India

2022· article· en· W4210766995 on OpenAlexvenueno aff
Koyel Lahiri

Bibliographic record

VenueGlobal Labour Journal · 2022
Typearticle
Languageen
FieldHealth Professions
TopicHomelessness and Social Issues
Canadian institutionsnot available
Fundersnot available
KeywordsPoliticsHawkingNegotiationAutonomyState (computer science)VendorSociologyInformal sectorCasteLivelihoodEthnographyPolitical sciencePublic administrationEconomic growthLawEconomics

Abstract

fetched live from OpenAlex

Drawing from ethnographic fieldwork, this article offers a close reading of the Hawker Sangram Committee (HSC), an independent street vendors’ union in the city of Kolkata in the state of West Bengal in eastern India; I explore the manner in which the politics of the HSC expand or complicate our understanding of street vendor politics and informal worker organising in the Global South. I argue that the HSC’s ability to implement its politics and successfully organise rests heavily on its dual strategy of organising (simultaneously building the struggle at the macro and micro level), which widened from space-bound little struggles to larger collective action (while still holding on to the former). I contend that the execution of this dual strategy is possible because of its structure, in which its member unions function autonomously, with member union organisers/leaders connecting the local hawkers to the central HSC leadership. Thus member unions comfortably negotiate a relationship where they participate as the HSC, with no political party banners, on work and livelihood issues related to hawking, while retaining their autonomy and various political identities at all other times. This parallel relationship has arguably built a stable base from which the HSC movement was able to scale city-wide, nationally and internationally, without disintegrating at the local level. KEYWORDS: informal workers; street vendors; hawkers; Hawker Sangram Committee; Global South

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)0.001
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: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.069
Threshold uncertainty score0.136

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0120.018
Scholarly communication0.0060.001
Open science0.0010.006
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0040.000

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 head0.020
GPT teacher head0.344
Teacher spread0.324 · 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

Citations3
Published2022
Admission routes1
Has abstractyes

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