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Record W4411139159 · doi:10.63315/jrcd.v20i2.2554

The Course of Industrial Development Influencing Smallholder Farmers’ Peace in the Face of Structural and Cultural Violence: The Case of Lume District, Oromia, Ethiopia

2025· article· en· W4411139159 on OpenAlexvenueno aff
Fikadu Belda, Gutema Imana Keno, Abebe Lemessa, Zerihun Doda

Bibliographic record

VenueJournal of rural and community development · 2025
Typearticle
Languageen
FieldEnvironmental Science
TopicRangeland Management and Livestock Ecology
Canadian institutionsnot available
Fundersnot available
KeywordsFace (sociological concept)Political scienceEconomic growthBusinessSocioeconomicsEconomicsSociologySocial science

Abstract

fetched live from OpenAlex

This study aimed to uncover the structural and cultural violence that happens in the course of industrial development and affects farmers’ peace in Lume District, EastShawa Zone, Oromia, Ethiopia. The case study design and primary data were used in this investigation. Data were gathered through in-depth and key informant interviews, focus group discussions, and desk reviews and then thematicallyanalyzed. The findings of the study revealed that in the course of industrial development, smallholder farmers were exposed to structural and cultural violence due to inbuilt little concern given for the rights, security, and economic survival of the farmers hosting the industry sector. The course of industrial development in Ethiopia, in general, and in Lume District in particular, defies what development as a concept entails and follows an exclusionary and destructive approach when it comes to the overall well-being of smallholder farmers. Development being used as a pretext for exploitation stands against what development is supposed to bring economically to the farmers, ultimately exposing them to violent conflict. To address the security issues facing the farming community, it is necessary to reexamine the structural and cultural violence ingrained in the unjust course of industrial development that violates smallholder farmers' fundamental human, economic, civil, environmental, and security rights. Keywords: Industrial development; smallholder farmers; structural and cultural violence; peace ________________________________________________________________ L'influence du développement industriel sur la paix des petits exploitants agricoles face à la violencestructurelle et culturelle : le cas du district de Lume, Oromia, Éthiopie RésuméCette étude vise à mettre en évidence la violence structurelle et culturelle qui se produit au cours du développement industriel et qui affecte la paix des agriculteurs dans le district de Lume, zone East Shawa, à Oromia, en Éthiopie. L'enquête a été menée sur la base d'une étude de cas et de données primaires. Les données ont été recueillies au moyen d’entretiens approfondis et avec des informateurs clés, de discussions de groupe et d’examens documentaires, puis analysées thématiquement. Les résultats de l’étude ont révélé qu’au cours du développement industriel, les petits exploitantsagricoles ont été exposés à une violence structurelle et culturelle. Cela est dû au peu d’intérêt accordé à leurs droits, à leur sécurité et à la survie économique des agriculteurs qui hébergent le secteur industriel. L’évolution du développement industriel en Éthiopie, en général, et dans le district de Lume en particulier, va à l'encontre de ce que le concept de développement implique et suit une approcheexcluante et destructrice en ce qui concerne le bien-être général des petits exploitants agricoles. Le développement est utilisé comme prétexte pour que l’exploitation s’oppose à ce que le développement est censé apporter économiquement aux agriculteurs, les exposant finalement à des conflits violents. Pour résoudre les problèmes de sécurité auxquels est confrontée la communauté agricole, il estnécessaire de réexaminer la violence structurelle et culturelle enracinée dans le cours injuste du développement industriel qui viole les droits humains, économiques, civils, environnementaux et de sécurité fondamentaux des petits exploitants agricoles. Mots-clés : développement industriel, petits exploitants agricoles, violence structurelle et culturelle, paix

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.011
Threshold uncertainty score0.029

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0110.005
Scholarly communication0.0040.002
Open science0.0010.003
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0040.000

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 head0.018
GPT teacher head0.255
Teacher spread0.237 · 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 source (direct Gemma or distilled Codex), 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".

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Citations0
Published2025
Admission routes1
Has abstractyes

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