The Antinomies of ‘Financial Inclusion’: Debt, Distress and the Workings of <scp>I</scp>ndian Microfinance
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.
Bibliographic record
Abstract
The concept of ‘financial inclusion’ has become a central trope that legitimates a wide range of contemporary development practices. By constructing a new object of development – the ‘financially excluded’ – it facilitates the expansion of an increasingly corporatized microfinance technocracy. The present paper problematizes the underlying binaries of inclusion/exclusion and formal/informal finance upon which this narrative is based. Through an examination of the 2010 A ndhra P radesh microfinance crisis, it demonstrates key contradictions within the discourse and practices of commercial microfinance. In so doing, it demonstrates why the narrative of financial inclusion and its correlate notion of ‘consumption smoothing’ are inadequate tools with which to conceptualize the political economy of contemporary agrarian change.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it