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Record W2019702138 · doi:10.5130/cjlg.v0i5.1467

Participatory action research, strengthening institutional capacity and governance: Confronting the urban challenge in Kampala

2010· article· en· W2019702138 on OpenAlex

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.

fundA Canadian funder is recorded on the work.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueCommonwealth Journal of Local Governance · 2010
Typearticle
Languageen
FieldSocial Sciences
TopicUrban and Rural Development Challenges
Canadian institutionsnot available
FundersInternational Development Research Centre
KeywordsUrban planningUrbanizationParticipatory action researchCorporate governancePopulationEconomic growthPovertyAction researchEnvironmental planningService delivery frameworkPolitical scienceService (business)BusinessGeographySociologyEconomics

Abstract

fetched live from OpenAlex

Urban governance presents the most daunting and challenging task for sub-Saharan African countries in this century (Rakodi, 1997: 3; Rakodi, 2001; 5; McGill, 1988; 6). Africa is urbanizing faster than any other region. The level of urbanization stands at 39.1%, with annual rates of growth ranging between 8% and 13%. It is estimated that by 2025 half of the African population will be urban. This demographic shift, particularly in the sub-Saharan region, presents major problems for urban management. Although urban management programs of infrastructure development, financial management, economic development, environmental planning, spatial development mechanisms and social services provision continue to be enhanced, there is a mismatch between the program outcomes and need. Due to this shortfall, alternative strategies have been sought but with little documented evidence of successes, failures and lessons because of limited evaluation. The importance of research-informed policy is underscored by the apparent disconnect between actors in the urban field. These actors include city managers, researchers, political leaders and most important, communities. The latter are often disregarded yet they largely influence the development path and shape the fabric of urban space. Even where communities are engaged, they exert less influence than other actors on urban policies and programs. This paper examines how participatory action research is changing the relationships between researchers, communities and city authorities in a search for alternative approaches to address urban poverty and environmental challenges in Kampala – in particular service delivery, solid waste management and flood control. Based on an action-research and development project conducted in Kampala since 2006, there is evidence that communities can be galvanized not only to design solutions to their problems, but also to engage with city authorities through information sharing platforms about their needs and thus bolster outcomes of urban development programs through improved governance.

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 imitation

Not 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.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.642
Threshold uncertainty score0.984

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.002
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.183
GPT teacher head0.384
Teacher spread0.201 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it