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Record W7062121530

Stakeholder participation and sustainability challenges confronting a small urban community-managed water supply project: case study of Buea, Cameroon

2012· dissertation· en· W7062121530 on OpenAlexfundno aff

Bibliographic record

VenueeScholarship@McGill (McGill) · 2012
Typedissertation
Languageen
FieldEngineering
TopicParticle accelerators and beam dynamics
Canadian institutionsnot available
FundersMcGill University
KeywordsWater supplySustainabilityContext (archaeology)PopulationStakeholderUrban planningDeveloping countrySustainable developmentParticipatory planning
DOInot available

Abstract

fetched live from OpenAlex

Community-managed initiatives play an important role in global efforts to meet the Millennium Development Goal for water supply provision of halving the population without access to improved water sources, especially in developing countries. However, in the context of growing urbanisation, these community-managed projects are increasingly intersecting urban areas that by their very nature are at odds with traditional rural community-based management practices. This research examines the case of a small community-managed water supply scheme in Buea, a rapidly growing urban area in Cameroon. The study adopted qualitative research methods (household questionnaires and interviews of community water management and users) and applied choice experiments to better understand the sustainability challenges facing community-managed water supply projects in an urbanizing setting, a phenomenon of growing importance in many developing areas. This thesis presents and discusses the findings that in urban areas, community-managed schemes face added management and planning pressures because of larger, more diverse, populations and rapid population growth. Therefore they require greater support from government, non-governmental organisations, and development agencies to provide them with improved technical planning capacity and post-construction operation and maintenance support. Furthermore, urban community-managed schemes require strong political and institutional support to uphold their participatory mechanisms that due to the urban context are at risk of failure. Lack of participation has the added consequences of reducing accountability, reducing cost recovery, and impairing financial sustainability. Based on the results of this research in Buea, failing the provision of support, the future of community-managed schemes in urban areas is an unsustainable one, reneging on the Millennium Development Goals and forcing a return to "unimproved" sources of water.

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.

How this classification was reachedexpand

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.811
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.001
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 head0.055
GPT teacher head0.265
Teacher spread0.211 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designOther design
Domainnot available
GenreEmpirical

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".

Quick stats

Citations1
Published2012
Admission routes1
Has abstractyes

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