Evidence map›Paper›PMID 42058376›Full record

ArticleF1000Research2026

Business Intelligence and the export competitiveness of lambayecan SMEs in the north of Peru.

Rogger Orlando Morán-Santamaría, Yefferson Llonto-Caicedo, Christel Lucero Choque-Yarasca, Nilda Rosa Barrutia-Montoya, Leydi Jhohania Bardales-Torres, Lizbeth Ivonne Gil-Contreras, Sheyla Johana Chavesta-Paico, Rubén Iván Marchena-Chanduvi, Diana Marilú Sánchez-Alamo, Isaí Geremias Ruiz-Díaz and 1 more

Abstract read
In one paragraph

Article in F1000Research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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

11 authors.

Rogger Orlando Morán-SantamaríaPrograma de Doctorado en Administración de la Escuela de Pos-grado, Universidad Nacional Pedro Ruiz Gallo, Lambayeque, Lambayeque, Peru.ORCID https://orcid.org/0000-0001-7037-097X
Yefferson Llonto-CaicedoFacultad de Ciencias Económicas, Administrativas y Contables, Universidad Nacional Pedro Ruiz Gallo, Lambayeque, Lambayeque, Peru.ORCID https://orcid.org/0000-0003-0662-9064
Christel Lucero Choque-YarascaFacultad de Administración y Negocios, Universidad Tecnologica del Peru, Lima, Lima, Peru.ORCID https://orcid.org/0000-0003-3466-449X
Nilda Rosa Barrutia-MontoyaFacultad de Administración y Negocios, Universidad Tecnologica del Peru, Lima, Lima, Peru.ORCID https://orcid.org/0000-0001-8474-6608
Leydi Jhohania Bardales-TorresFacultad de Administración y Negocios, Universidad Tecnologica del Peru, Lima, Lima, Peru.
Lizbeth Ivonne Gil-ContrerasFacultad de Administración y Negocios, Universidad Tecnologica del Peru, Lima, Lima, Peru.
Sheyla Johana Chavesta-PaicoFacultad de Administración y Negocios, Universidad Tecnologica del Peru, Lima, Lima, Peru.
Rubén Iván Marchena-ChanduviEscuela Profesional de Ingeniería Agroindustrial, Facultad de Ciencia Agrarias, Universidad Nacional Autonoma de Chota, Chota, Cajamarca, Peru.ORCID https://orcid.org/0000-0001-5926-1473
Diana Marilú Sánchez-AlamoEscuela Profesional de Administración de Negocios Globales, Universidad Nacional Intercultural Fabiola Salazar Leguia de Bagua, Amazonas, Peru.ORCID https://orcid.org/0009-0002-0227-418X
Isaí Geremias Ruiz-DíazEscuela Profesional de Ingeniería en Agronegocios, Universidad Nacional de Cajamarca, Cajamarca, Cajamarca, Peru.
Nikolays Pedro Lizana-GuevaraEscuela Profesional de Ingeniería en Agronegocios, Universidad Nacional de Cajamarca, Cajamarca, Cajamarca, Peru.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: International expansion has been identified as a pivotal strategy for SMEs seeking to achieve internationalisation and growth within the global market. However, as evidenced by extant literature, SMEs encounter numerous obstacles that impede their ability to access foreign markets, including a dearth of resources and experience, fierce competition from large and sustainable global companies. Therefore, the study seeks to identify the Business Intelligence factors that affect the export competitiveness of SMEs in a region of northern Peru. Methods: The research had a quantitative, non-experimental and explanatory approach; being basic research focusing on the generation of theoretical knowledge about the factors that affect competitiveness through business intelligence strategies, for which 51 SMEs, economic units that currently maintain trade relations with international markets, were studied and the Logit model was used to identify those factors. Results: The findings indicate that the binary logistic regression model demonstrates the significance of the market research and business management dimensions. The assertiveness matrix demonstrates a higher capacity to predict the 'No' response (76.5%) in comparison to the 'Yes' response (23.5%). It is noteworthy that the relative probability of enhancing competitiveness is estimated at 0.98 times when market identification, target market segment analysis and market research development are requested, as opposed to 0.95 times when external advice or assistance is obtained to formulate an alternative value proposition for the exportable product. Conclusions: The market research and business management dimensions of Business Intelligence have a significant impact on the export competitiveness of SMEs in northern Peru, with market research being the factor with the greatest influence on the export competitiveness of SMEs. This finding highlights the importance of collecting and analysing accurate information on international markets in order to identify opportunities, reduce uncertainties and adapt products to the demands of global customers.

Indexed as

CommerceEconomic CompetitionPeruBusiness IntelligenceCompetitivenessExportsLambayequeLogit model

Identifiers

PMID42058376
PMCPMC13122145

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.