Making performance measurement systems more effective in public sector organizations
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
Purpose Performance management in public sector organizations is a growing phenomenon worldwide. Increasingly, questions are being raised as to its effectiveness in achieving the objective of improving the performance of public sector organizations. Research has shown that there seems to be questionable benefits and many barriers, challenges and problems with implementing performance management and measurement in the public sector environment. The purpose of this paper is to argue that this is due to the lack of focus on the process of managing the implementation of performance measurement. The author aims to review the relevant extant literature to support these assertions and to provide a conceptual framework that integrates these ideas. Design/methodology/approach This paper reviews the extant literature on public sector performance management and measurement and develops a conceptual framework to explain how public sector performance measurement systems can be made more effective in light of the research evidence. Findings This paper suggests that three important factors need to be considered in the effective implementation of a performance measurement system in the public sector. They are managerial discretion, a learning and evaluative organizational culture and stakeholder involvement. These three factors are discussed and its impact on performance measurement is explored. Research limitations/implications A proposed integrative framework is presented that supports the assertion of the importance of these three factors in influencing how performance measurement can lead to improved performance in public sector organizations. Some potential environmental and institutional constraints are also discussed in implementing some of the suggestions proposed. Practical implications The paper provides a model that explains three important facors that need to be considered in implementing an effective performance measurement system in public sector organizations and suggestions for how it can be implemented effectively. Originality/value The paper integrates and synthesizes the literature on public sector performance measurement into a comprehensive conceptual framework that explains more explicitly the factors that can influence the effectiveness of a performance measurement system in the public sector.
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 | 0.004 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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