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Record W1992293623 · doi:10.2308/bria-10149

Empowerment Through Knowledge of Accounting and Related Disciplines: Participatory Action Research in an African Village

2012· article· en· W1992293623 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueBehavioral Research in Accounting · 2012
Typearticle
Languageen
FieldSocial Sciences
TopicReligion, Society, and Development
Canadian institutionsYork University
Fundersnot available
KeywordsGrassrootsPovertyParticipatory action researchEmpowermentIgnoranceSociologyPolitical sciencePublic relationsEconomic growthEconomicsPoliticsLaw

Abstract

fetched live from OpenAlex

ABSTRACT Accounting scholars are challenged to discover ways to facilitate a broader engagement with the oppressed and poor toward a more just and fair world. This paper reports an interaction between an accounting educator and disadvantaged Kenyan villagers in an exploratory attempt to expand the reach of critical accounting research from the confines of academia to practice. In Africa, the end of colonialism left widespread poverty that was exacerbated by illiteracy and ignorance. At the same time, the World Bank and the International Monetary Fund (IMF) required newly independent African states to implement neo-liberal-inspired policies that weakened state social governance. This, in turn, led to the growth of religious and non-governmental organizations (NGOs) whose policies aimed to fill the gaps in government social services that alleviate inequities. Ignorance enslaves, but knowledge—including knowledge of accounting and financial systems—will empower the poor to evaluate the motives, desirability, and achievements of governmental and NGO services and programs introduced to ease poverty. The specific aim of this modest, grassroots intervention was to share financial knowledge with members of a church in Bungoma, a poor region in Northwestern Kenya. This participatory action research (PAR) intervention was carefully implemented to respect the values and culture of the village participants, and avoided Western values and praxis to maintain the villagers' status quo. Instead, the accounting educator introduced empathetic learning by relating accounting principles to the Christian values of the villagers. The paper concludes with a discussion on the outcomes and limitations of this intervention.

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)0.025
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 score0.094
Threshold uncertainty score0.967

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0250.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.003
Science and technology studies0.0010.001
Scholarly communication0.0000.002
Open science0.0000.000
Research integrity0.0000.001
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 head0.439
GPT teacher head0.568
Teacher spread0.129 · 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