Evidence map›Paper›PMID 41976462›Full record

ReviewFoods (Basel, Switzerland)2026

Spatial-Temporal Analysis of Value Network Approach Application in Food Production Sciences.

Javier E Vera-López, Alberto Santillán-Fernández, Arely Del R Ireta-Paredes, Iban Vázquez-González, Ramiro Reyes-Castro, Alfredo E Tadeo-Noble, Jaime Bautista-Ortega, Jesús Arreola-Enriquez

Abstract readReview
In one paragraph

Review in Foods (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Javier E Vera-LópezBioprospección y Sustentabilidad Agrícola en el Trópico, Colegio de Postgraduados Campus Campeche, Champotón 24450, Campeche, Mexico.ORCID 0000-0002-8454-4288
Alberto Santillán-FernándezSecretaría de Ciencia, Humanidades, Tecnología e Innovación, Colegio de Postgraduados Campus Campeche, Champotón 24450, Campeche, Mexico.ORCID 0000-0001-9465-1979
Arely Del R Ireta-ParedesAcademia de Administración, Comercio Internacional y Logística, Universidad Politécnica de Texcoco, Texcoco 56250, State of Mexico, Mexico.ORCID 0000-0001-6149-2879
Iban Vázquez-GonzálezResearch Group (GI-1899 ECOAGRASOC), Department of Applied Economics, Escola Politécnica Superior de Enxeñaría, Universidade de Santiago de Compostela, 27002 Lugo, Galicia, Spain.ORCID 0000-0001-5078-0525
Ramiro Reyes-CastroBioprospección y Sustentabilidad Agrícola en el Trópico, Colegio de Postgraduados Campus Campeche, Champotón 24450, Campeche, Mexico.
Alfredo E Tadeo-NobleSecretaría de Ciencia, Humanidades, Tecnología e Innovación, Colegio de Postgraduados Campus Campeche, Champotón 24450, Campeche, Mexico.ORCID 0000-0001-7694-7477
Jaime Bautista-OrtegaBioprospección y Sustentabilidad Agrícola en el Trópico, Colegio de Postgraduados Campus Campeche, Champotón 24450, Campeche, Mexico.ORCID 0000-0002-3763-8986
Jesús Arreola-EnriquezBioprospección y Sustentabilidad Agrícola en el Trópico, Colegio de Postgraduados Campus Campeche, Champotón 24450, Campeche, Mexico.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Despite the growing number of publications using the value network approach to analyze agro-industrial competitiveness, knowledge gaps persist in other food production sectors. The objective of this study is to analyze, through bibliometric techniques, the scientific articles that have studied the competitiveness of food products using the value network framework. The study will determine the spatial and temporal distribution of the identified food products and detect opportunities for generating new research. Articles from major publishing databases (Elsevier, Scopus, Frontiers, MDPI, and Springer) were considered. The keywords used were "red de valor" and "value network", combined with "sustainable agricultural production" and "food security". This information formed the basis of a spatial-temporal analysis and bibliometric indicators using descriptive statistics, as well as keyword and author networks generated with VOSviewer software. A total of 147 scientific articles were documented. The highest growth in publications occurred from 2017 to 2024 and was concentrated in Latin America, Europe, and Asia. Studies in these regions analyzed basic food products such as maize, mango, rice, and coffee in Latin America; wine and bovine milk in Europe; and rice and sugar in Asia. Research in aquaculture, apiculture, and non-timber forest sectors was limited, positioning these areas as opportunities for generating new knowledge, particularly through the analysis of local resources to enhance their market positioning while incorporating sustainability aspects.

Indexed as

agroindustrybibliometricscontent analysisnon-timber forest productsUniversidad Autónoma ChapingoVOSviewer

Identifiers

PMID41976462
PMCPMC13073432

What OpenQuestion holds

Textmetadata
LicenceCC BY
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Registered trials

None linked

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.