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Record W4323033571 · doi:10.1177/09731741221143843

Exploring ‘Country Ownership’: An Analysis of Development Cooperation Practices of Selected European Partners in Bangladesh

2023· article· en· W4323033571 on OpenAlex

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueJournal of South Asian Development · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Development and Aid
Canadian institutionsQueen's University
Fundersnot available
KeywordsAid effectivenessGeneral partnershipNarrativeConditionalityPublic relationsDevelopment aidPoliticsEconomic growthConversationInternational developmentPolitical scienceSociologyDeveloping countryEconomicsLaw

Abstract

fetched live from OpenAlex

Recognizing that the political environment that once fostered a global culture of top down, conditionality-driven aid delivery is no longer in place, this theoretically informed study provides insight into the emerging ‘aid and/or development effectiveness’ narrative. By exploring a case study of Bangladesh, it offers a nuanced analytical perspective on the role of donor agencies in managing development partnership at the country level. It interweaves a critical review of the concept of country ownership, the historical role of three major European donors, namely FCDO, DANIDA, and GIZ, and the conversation with select stakeholders to illuminate the ineptness of the ‘development effectiveness’ narrative in guiding our efforts aimed at creating a new aid architecture. In particular, our research findings call into question the assumption that donors are committed to the principles of country ownership. Contrary to the claims of the Global Partnership for Effective Development Cooperation (GPEDC), our study observes that the new language of development effectiveness and/or country ownership did not create a positive space for Bangladesh to manage its own development agenda. Instead of demonstrating their desire to promote self-reliant development, donor agencies and countries appear to have leveraged the development effectiveness rhetoric for advancing their own sociopolitical interests.

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 imitation

Not 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.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.550
Threshold uncertainty score0.522

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.003
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.123
GPT teacher head0.345
Teacher spread0.223 · 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