Evidence map›Paper›PMID 42643944›Full record

ArticleFrontiers in insect science2026

Characterization and typology of beekeeping systems: a case study in the district of Tamburco, Apurímac, Peru.

Alex Ñahui-Sayago, Delmer Zea Gonzales, Rutniss Alecy Vasquez-Onzueta, Nilton César Gómez Urviola, José Américo Saucedo-Uriarte, Lizeth A Heredia-Vilchez

Abstract read
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Article in Frontiers in insect science, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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3 · Its place in the literature

Who cites it

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Alex Ñahui-SayagoFacultad de Medicina Veterinaria y Zootecnia, Universidad Nacional Micaela Bastidas de Apurímac, Abancay, Apurímac, Peru.
Delmer Zea GonzalesFacultad de Medicina Veterinaria y Zootecnia, Universidad Nacional Micaela Bastidas de Apurímac, Abancay, Apurímac, Peru.
Rutniss Alecy Vasquez-OnzuetaFacultad de Medicina Veterinaria y Zootecnia, Universidad Nacional Micaela Bastidas de Apurímac, Abancay, Apurímac, Peru.
Nilton César Gómez UrviolaFacultad de Medicina Veterinaria y Zootecnia, Universidad Nacional Micaela Bastidas de Apurímac, Abancay, Apurímac, Peru.
José Américo Saucedo-UriarteFacultad de Ingeniería Zootecnista, Biotecnología, Agronegocios y Ciencia de Datos, Universidad Nacional Toribio Rodríguez de Mendoza de Amazonas, Chachapoyas, Amazonas, Peru.
Lizeth A Heredia-VilchezInstituto de Investigación en Ganadería y Biotecnología, Universidad Nacional Toribio Rodríguez de Mendoza de Amazonas, Chachapoyas, Amazonas, Peru.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Beekeeping in rural regions of Peru presents considerable heterogeneity in technification and productivity, which may limit its development. This study aimed to characterize beekeeping systems and identify producer typologies associated with productive characteristics in the district of Tamburco, Apurímac, Peru. Methods: A quantitative, descriptive, cross-sectional study was conducted using a census sample of 34 active beekeepers. Data were collected through a structured and validated questionnaire. Data analysis included descriptive statistics, exploratory hierarchical cluster analysis, association tests, correlation analysis, and complementary multivariate analyses based on FAMD and HCPC. Results: The multivariate analyses identified distinct beekeeper typologies that differed in production scale, educational level, technification, and access to training. Significant associations were observed between cluster structure and several productive and sociodemographic variables, while beekeeping experience was positively associated with production scale. Discussion: Overall, the identified typologies were primarily associated with differences in production scale, technological level, and access to training. These findings may help guide extension and training strategies for beekeepers in Tamburco. Given the relatively small sample size and the cross-sectional design, the findings should be interpreted as exploratory and require validation in larger and geographically diverse populations.

Indexed as

Apurímacbeekeepingmultivariate analysisproductivitytechnificationtypology

Identifiers

PMID42643944
PMCPMC13504388

What OpenQuestion holds

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.