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Record W2119587238 · doi:10.5430/wje.v2n3p25

Utilization of Adult and Non-Formal Education Programs in Combating Rural Poverty in Nigeria

2012· article· en· W2119587238 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.

venuePublished in a venue whose home country is Canada.
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

VenueWorld Journal of Education · 2012
Typearticle
Languageen
FieldSocial Sciences
TopicGlobal Education Systems and Policies
Canadian institutionsnot available
Fundersnot available
KeywordsPovertySubsistence agricultureFunctional illiteracyEconomic growthBasic needsRural areaPopulationGovernment (linguistics)Basic educationVocational educationSocioeconomicsAgricultureBusinessPolitical scienceEconomicsGeographyMedicineEnvironmental health

Abstract

fetched live from OpenAlex

The purpose of this paper was to examine the concept of poverty and its causes in Nigeria and to analyze how adult and non-formal education programs can be utilized to reduce rural poverty in Nigeria. In spite of Nigeria's affluence in human and material resources, it is classified among countries with high level of poverty. Incidentally, the incidence of poverty in Nigeria assumes wider dimensions in rural areas where larger proportion of the population (about 70%) reside mainly as subsistence farmers, fishermen and women, retail traders, herdsmen, palm wine tappers, the aged and hunters whose cultural and occupational affiliations do not encourage them to migrate. The incidence of rural poverty in Nigeria is attributed to lack of adequate education/illiteracy, subsistence farming, protracted illness due to inadequate medical care services, lack of employment opportunities, and failure of government to provide basic social amenities. To ameliorate the extent and dimensions of rural poverty in particular, successive governments, over the years, have introduced various economic recovery programs, most of which failed due to official corruption, lack of proper mobilization and top-down nature of such programs/schemes. This paper advocates a revert to the use of adult and non- formal education programs to educate and train the rural poor outside the formal education system on how and what to do to come out of the stronghold of poverty. In this regard, the use of adult basic education and functional literacy, agricultural extension education, women education, health extension education and vocational skills acquisition programs are seriously indicated. It is strongly recommended that for poverty alleviation programs of government to succeed, community members particularly, the poor for whom the programs are meant, should be well mobilized as to make inputs in the planning, execution, monitoring and evaluation of such programs and schemes that concern them.

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)0.001
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.089
Threshold uncertainty score0.969

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
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 head0.031
GPT teacher head0.353
Teacher spread0.322 · 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