The Impact of Culture on Performance Appraisal Reforms in Africa: The Case of Uganda’s Civil Service
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
This article explores the impact of administrative culture on performance appraisal reforms in Uganda’s civil service. Data gathered from 147 questionnaires, 29 interviews and various documents indicates that administrative culture sabotages the actual conduct of performance appraisals and undermines its institutionalization. The study supports the use of power distance and uncertainty avoidance. The additional dimensions of political (neutrality) biasness and ethnicity are a highly relevant addition to the literature on administrative culture and its linkage to instruments of management. Thus, for the successful introduction of performance appraisals, culture matters because the performance appraisal is imposed from abroad and requires a compatible host administrative culture in order to take root. In this case, the host administrative culture was not compatible in many respects with the values underlying the appraisal reforms. Although the Ugandan government introduced appraisal reforms, incompatibility between the values embedded in the appraisal and the host administrative culture watered down the reform.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.000 | 0.001 |
| 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