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Record W2794789881 · doi:10.5539/jsd.v11n2p63

Project Management and Community Participation within Small Island States: An Examination of Stakeholder Engagement in Belize in an Era of the Sustainable Development Goals

2018· article· en· W2794789881 on OpenAlexvenueno aff
Joseph Kweku Assan, Samantha Hunt

Bibliographic record

VenueJournal of Sustainable Development · 2018
Typearticle
Languageen
FieldSocial Sciences
TopicReligion, Society, and Development
Canadian institutionsnot available
Fundersnot available
KeywordsAccountabilityStakeholderSustainable developmentIncentiveContext (archaeology)BusinessLocal communityPublic relationsCommunity developmentCitizen journalismParticipatory developmentEnvironmental resource managementStakeholder engagementSustainable communityPublic administrationPolitical scienceEconomic growthEconomics

Abstract

fetched live from OpenAlex

This paper seeks to understand how Local Community Development and Conservation Organisations manage their relationship with their key stakeholders, which in the context of our paper are the donors, local partner communities and the government. The study ascertains how organisations pursue the quest to achieve their goals/mission, in an era of the Sustainable Development Goals (SDGs) by using the stakeholder accountability framework. The paper further examines how Local NGOs manage the relationship between such missions and project implementation and whether they reflect stakeholder needs and expectation. The authors use qualitative methodologies involving interviews, focus group discussions/meetings and participants’ observations to address the research objectives and questions. The study observes some (dis)connection between community participation in projects that are being implemented, organisational goals and local needs. The study further reveals that there is a potential disconnect between organisation mission and the pursuit of participatory sustainable development. The study underscores the fact that effective stakeholder participation is critical for achieving local sustainable development targets. The authors conclude that upward accountability to donors and governments seems to be a stronger incentive for Local NGOs compared to downward accountability. We argue that such patterns must to be addressed to ensure the attainment of the critical local targets of the Sustainable Development Goals. The paper recommends the need to formalise both downward and inward accountability mechanisms in order to ensure that community development values are being integrated into project implementation that are aimed at addressing local development needs.

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)0.015
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.425
Threshold uncertainty score0.708

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0150.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.000
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 head0.070
GPT teacher head0.321
Teacher spread0.251 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
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

Citations2
Published2018
Admission routes1
Has abstractyes

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