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Record W2152480674

Microfinance and the Illusion of Development: From HubrisTo Nemesis in Thirty Years

2012· article· en· W2152480674 on OpenAlexaff
Milford Bateman, Ha‐Joon Chang

Bibliographic record

VenueSSRN Electronic Journal · 2012
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicMicrofinance and Financial Inclusion
Canadian institutionsSaint Mary's University
Fundersnot available
KeywordsMicrofinancePovertyAntipathyPoliticsPolitical scienceEconomicsDevelopment economicsEconomic growthLaw
DOInot available

Abstract

fetched live from OpenAlex

The contemporary model of microfinance has its roots in a small local experiment in Bangladesh in the early 1970s undertaken by Dr Muhammad Yunus, the US-educated Bangladeshi economist and future 2006 Nobel Peace Prize co-recipient. Yunus’s idea of supporting tiny informal microenterprises and self-employment as the solution to widespread poverty rapidly caught on, and by the 1990s the concept of microfinance was the international development community’s highest-profile and most generously funded poverty reduction policy. Neoclassical economic theorists and neoliberal policy-makers both fully concurred with the microfinance model’s celebration of self-help and the individual entrepreneur, and its implicit antipathy to any form of state intervention. The immense feel-good appeal of microfinance is essentially based on the widespread assumption that simply ‘reaching the poor’ with a tiny microcredit will automatically establish a sustainable economic and social development trajectory, a trajectory animated by the poor themselves acting as micro-entrepreneurs getting involving in tiny income generating activities. We reject this view, however. We argue that while the microfinance model may well generate some narrow positive short run outcomes for a few lucky individuals, these positive outcomes are very limited in number and anyway swamped by much wider longer run downsides and opportunity costs at the community and national level. Our view is that microfinance actually constitutes a powerful institutional and political barrier to sustainable economic and social development, and so also to poverty reduction. Finally, we suggest that continued support for microfinance in international development policy circles cannot be divorced from its supreme serviceability to the neoliberal/globalisation 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)0.003
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.007
Threshold uncertainty score0.049

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.001
Science and technology studies0.0040.029
Scholarly communication0.0060.012
Open science0.0010.005
Research integrity0.0030.008
Insufficient payload (model declined to judge)0.0030.001

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 head0.009
GPT teacher head0.190
Teacher spread0.181 · 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 designTheoretical or conceptual
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

Citations32
Published2012
Admission routes1
Has abstractyes

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