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Record W2331580938 · doi:10.3138/cjpe.30.3.02

A Critical Exploration of Culture in International Development Evaluation

2016· article· en· W2331580938 on OpenAlex
Jill Anne Chouinard, Rodney Hopson

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.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueCanadian Journal of Program Evaluation · 2016
Typearticle
Languageen
FieldDecision Sciences
TopicEvaluation and Performance Assessment
Canadian institutionsnot available
Fundersnot available
KeywordsSociologyContext (archaeology)Engineering ethicsEpistemology

Abstract

fetched live from OpenAlex

Abstract: In this article we provide a comprehensive review of 71 studies on evaluation in international development contexts published over the past 18 years. The primary purpose of the review is to explore how culture is being conceptualized and defined in international development contexts and how evaluation practitioners, scholars, and/or policymakers who work in international development evaluation frame the role of culture and cultural context in these settings. In this article we ask: How is culture framed in the international development evaluation literature? To what extent do descriptions of evaluation (design, processes, and outcomes) reflect other knowledge and value systems and perspectives? Whose values and world-views inform the evaluation design and methodology? How does the community's cultural context inform the evaluation methodology and methods used? Based on our analysis, we identify and discuss five themes: the manifestation of culture along a continuum from explicit to implicit, a cultural critique of participatory practice in international development, the limits of social constructivist epistemologies and representations of voice, evaluation as a cultural practice, and cultural engagement and the multifaceted evaluator role.

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)0.021
metaresearch head score (Gemma)0.013
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.970
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0210.013
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.002
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.000

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 head0.514
GPT teacher head0.584
Teacher spread0.069 · 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