MétaCan
Menu
Back to cohort
Record W2114601199 · doi:10.5901/mjss.2014.v5n20p1168

Does Foreign Aid Make a Difference? A Critique from a Civil Society Organisation in Lesotho

2014· article· en· W2114601199 on OpenAlexaboutno aff
Johnson Lineo

Bibliographic record

VenueMediterranean Journal of Social Sciences · 2014
Typearticle
Languageen
FieldSocial Sciences
TopicEducation Systems and Policy
Canadian institutionsnot available
Fundersnot available
KeywordsEmpowermentEconomic growthCivil societyPovertyAgency (philosophy)Political scienceSociologyThematic analysisCommunity developmentQualitative researchPublic administrationSocial scienceEconomicsPolitics

Abstract

fetched live from OpenAlex

Lesotho is a country plagued by underdevelopment and poverty. This paper is a case study of an indigenous community organisation in the northern district of Botha-Bothe in Lesotho. Boseele is a rural development organisation which attracted international donor investment in the aftermath of the Lesotho Highlands Water Project. The study aims at investigating the impact of capacity development processes. In this paper it is understood and interpreted to refer to multi-level analysis of contributing complexities affecting non-formal community education. Education is a contributing factor in community development. Alan Rogers’ developmental basic model to change interrogates the realities of empowerment theory against power dynamics and complexities, including foreign aid interventions in non-formal community education. A case study approach was used within a qualitative research design. Data were collected through individual and group interviews, observations, story-telling and transect walks. The results were analysed through thematic, chronological, narrative and document analysis. The study identified capacity-building landmarks over a period of ten years. Boseele’s successes with Canadian International Development Agency (CIDA) funding reflect positive foreign aid contributions towards the work of civil society organisations in Lesotho, and the impact of community education and its multiplier effects. However, setbacks and lack of continuity by a nursery project funded by MS-Lesotho shows that the empowerment process is compromised where social and economic problems of individual members of civil society organisations and communities are not fully addressed. The funding intervention by the European Union posed challenges faced by short-term funding models for community education, its continuity and sustainability in particular and community development in general. DOI: 10.5901/mjss.2014.v5n20p1168

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)0.004
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: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.263
Threshold uncertainty score0.658

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.050
GPT teacher head0.353
Teacher spread0.303 · 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

Citations0
Published2014
Admission routes1
Has abstractyes

Explore more

Same venueMediterranean Journal of Social SciencesSame topicEducation Systems and PolicyFrench-language works237,207