Civic Capital and the Dynamics of Intermunicipal Cooperation for Regional Economic Development
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 thesis concentrates on the interplay of structural and societal factors in the development of regional governance though a comparative study of two Canadian (Toronto and Waterloo) and two German (Frankfurt and the Rhein-Neckar) city regions. It was inspired by the tendency, in both scholarship and practice, to turn to formal institutional reform to solve problems of regional coordination. Debates of new regionalism advocate a role for governance solutions, which encourage a broader spectrum of actors to engage in the policy process. However, the emphasis in most jurisdictions has remained on formal, institutionalized structures, imposed by senior levels of government. As a result, the construction and potential for bottom-up and collectively negotiated regional solutions are typically under-explored. This thesis builds a case for intermunicipal cooperation as an alternative approach to regional coordination, uniting the participatory concept of regional governance with functional flexibility of cooperative networks. It analyses what factors affect the emergence of these networks for governance in three areas of regional economic development: regional marketing, cultural policy and regional transportation. It argues that while regional structural, institutional and contextual variables are useful in understanding the emergence of development partnerships, they tend to have different effects in different cases. The thesis formulates and applies an innovative concept – civic capital – to capture the dynamics of building and sustaining regional governance networks. It is both a critique and extension of social capital approaches to regional development. Using the four cases the thesis argues that, where civic capital is high intermunicipal cooperation is more likely regardless of institutional and structural contexts. Consequently, the thesis makes a theoretical contribution to both literature on intermunicipal cooperation and broader debates on the dynamics of regional governance, development and social networks.
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 | 0.000 | 0.000 |
| 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 | 0.000 | 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