Service Development in Outsourced Public Service Networks: A Study in the Public Transport Sector
Bibliographic record
Abstract
When public-sector services are outsourced to private commercial operators, the issue of new-service development can become problematical because the political/social objectives of the controlling authority are often different from the commercial imperatives of the private operator. These (often conflicting) imperatives can cause difficulties in new-service development with regard to both: (i) deciding what new services are required; and (ii) deciding how the service-development process should proceed. This study takes a qualitative approach in investigating what happens during the development of new services in the Swedish public-transport sector, in which services are contractually outsourced from public authorities to private commercial operators by public tender. The results of the study show that: (i) the development of new services in this context is especially challenging; (ii) conflicts do arise between public and commercial interests; (iii) collaborative service development is significantly hampered by the regulatory framework and contractual arrangements; and (iv) the contracts themselves actually represent an important aspect of the overall service-development process. The implication for managers is that the formulation of tendering documents and contracts must be seen as an important determinant of service development, often for many years in advance.
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How this classification was reachedexpand
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 | 0.006 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.010 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.003 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".