An Institutional Ethnography of Women Entrepreneurs and Post-Soviet Rural Economies in Kyrgyzstan
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 overarching problematic of this study is to understand how initiatives developed by international non-governmental organizations (INGOs) come to organize processes of economic and social 'development' in Jerge-Tal village, located in a remote mountainous region of Kyrgyzstan. My objective was to examine how courses developed and delivered by Women Entrepreneurs Support Association (WESA) coordinate with the actual needs, capacities, and work processes of women entrepreneurs and the broader contexts in which they live and work. My original contribution to knowledge is an account of how people's work processes are drawn into and coordinated by a set of relations that, whether intentional or not, preclude dialogic interchanges across a sequence of interrelated activities that link my own academic work, the institutions and work practices of development workers (both local and international), the goals and practices of different levels of governance, and the efforts of women entrepreneurs in local sites where 'development’ actually happens. I used Institutional Ethnography (IE) as a framework of inquiry to investigate how development agendas aimed at improving the well-being of women are coordinated at institutional and local levels. Training programs for women entrepreneurs are part of a strategy developed by Western gender specialists concerned with how to address the problem of women's social and economic marginalization. As such, they are tied into an international development programming complex wherein concerns with women's well-being are articulated through institutional processes (such as accounting systems, accountability systems, and computerized technologies) which produce definitions of gender, establish gender mainstreaming programs and policies, and assess effective implementation and compliance with these processes. This study contributes to better understanding how such processes operate. The insights provided offer a starting point for developing a body of knowledge about local development processes that is empirically informed, politically useful, and, at least to some extent, locally produced. This kind of knowledge is politically useful to the local peoples who have contributed to it, but also to the institutions that study and serve them (or fail to serve them), and those seeking to better specify what concepts like colonization, capitalism, and transformation mean in the post-Soviet Kyrgyz context.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| 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