Evidence map›Paper›PMID 42052208›Full record

SynthesisFrontiers in artificial intelligence2026

Strategic value driven by artificial intelligence in global businesses: a bibliometric and qualitative analysis of the most influential literature.

Melva Jenny Zambonino-Torres, Jaime Marcelo Coello-Viejó, Silvia Carolina Zambonino-Torres

Abstract readSystematic Review
In one paragraph

Synthesis in Frontiers in artificial intelligence, 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

3 authors.

Melva Jenny Zambonino-TorresState University of Milagro, Milagro, Ecuador.
Jaime Marcelo Coello-ViejóState University of Milagro, Milagro, Ecuador.
Silvia Carolina Zambonino-TorresState University of Milagro, Milagro, Ecuador.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Gender equity remains a multidimensional and persistent challenge despite significant advances in public policy, health systems, labor structures, and sociocultural transformation. Existing research often approaches gender equity from fragmented perspectives, limiting a comprehensive understanding of its structural determinants and policy implications. This study addresses this gap by adopting an interdisciplinary approach to analyze how gender equity is conceptualized and studied within public policy-related domains. This study employs a mixed methodological design combining bibliometric analysis and systematic literature review. Scientific production was retrieved from Scopus and Web of Science using structured search equations applied to titles, abstracts, and keywords. Inclusion and exclusion criteria ensured thematic relevance and methodological rigor. The dataset was cleaned and processed using R, including duplicate removal and keyword-based filtering. Bibliometric techniques were applied to identify productivity patterns, citation impact, and thematic clusters, while a qualitative synthesis of selected influential studies provided deeper interpretive insights. The findings reveal a significant growth in scientific production on gender equity, with a strong concentration in health, labor, and social policy domains. Thematic analysis identified key clusters related to structural inequality, care systems, labor participation, and sociocultural norms. However, the results also highlight persistent gaps, particularly in the integration of interdisciplinary perspectives and the limited representation of Global South contexts. Additionally, the literature shows an imbalance between descriptive approaches and the development of actionable policy frameworks. The study demonstrates that gender equity research is evolving toward greater conceptual and methodological complexity but remains fragmented across disciplines. The dominance of certain regions and thematic areas suggests structural inequalities in knowledge production. These findings underscore the need for integrative frameworks that connect public policy, health, labor, and sociocultural dimensions to advance more effective and inclusive strategies. The study contributes to the field by offering a comprehensive mapping of research trends and identifying critical gaps that can inform future research and policy design.

Indexed as

algorithmic governancecompetitive advantagedigital transformationdynamic capabilitiesexplainability (XAI)

Identifiers

PMID42052208
PMCPMC13111250

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.