Understanding the competing logics of district education office work: The case of Ghana
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
District education offices are crucial to school-level policy implementation. Analyzing policy documents and interviews with over 75 stakeholders in Ghana, this study uses an institutional logic framework to examine four logics of district work: bureaucratic, political, civic, and professional. It reveals tensions between the district’s traditional top-down bureaucratic role, its political and civic roles embedded in decentralization reforms, and recent policies emphasizing a professional, instructional support role with schools. These competing logics are evident in the recent introduction of the delivery approach, which mandates performance contracts at all levels to enhance the implementation of policy priorities. The study presents a framework to understand the complex institutional environment district staff navigate to deliver education policy and support teaching and learning. • District offices face multiple, competing expectations from policies and stakeholders. • Bureaucratic, professional, civic, and political logics shape district work. • The bureaucratic logic is core to the district role, and recent emphasis on professional logic. • Delivery approach reform reflects the competing logics in Ghana’s education system.
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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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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