Research Article | DOI: https://doi.org/10.31579/2835-835X/121
Global Concentration, Low Collaboration and Psychometric Predictors in Entrepreneurial Spirit Research: A Bibliometric and Latin American Content Analysis
- Javier Carreón Guillén 1
- Francisco Espinoza Morales 2
- José Alfonso Aguilar Fuentes 3
- Arturo Sanchez Sánchez 4
- Jorge E Chaparro Medina 5
- Isabel Cristina Rincón Rodríguez 6
- Cruz García Lirios 7*
1Universidad Nacional Autónoma de México, México.
2Universidad de Sonora, México.
3Universidad Autónoma del Estado de México, México.
4Universidad Autónoma de Tlaxcala, México.
5Universidad de Investigación y Desarrollo, Colombia.
6Universidad de Investigación y Desarrollo, Colombia.
7Universidad de la Salud de la Ciudad de México.
*Corresponding Author: Cruz García Lirios, Universidad de la Salud de la Ciudad de México.
Citation: Javier C. Guillén, Francisco E. Morales, Aguilar Fuentes JF, Arturo S. Sánchez, Cruz G. Lirios, et al, (2026), Global Concentration, Low Collaboration and Psychometric Predictors in Entrepreneurial Spirit Research: A Bibliometric and Latin American Content Analysis, Clinical Trials and Case Studies, 5(1); DOI:10.31579/2835-835X/121
Copyright: © 2026, Cruz García Lirios. This is an open-access artic le distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Received: 22 December 2025 | Accepted: 29 December 2025 | Published: 05 January 2026
Keywords: entrepreneurial spirit; entrepreneurship; bibliometric analysis; latin america; pedagogical strategies.
Abstract
Research on entrepreneurial spirit continues to grow internationally, with a marked increase in publications from 2002 to a peak in 2021 and a slight decline in 2022 and 2023. This article presents a bibliometric and content analysis of global scientific output indexed in Scopus through 2023 and Latin American publications produced between 2024 and 2025. Using VOSviewer, the study identifies leading contributors, including the United States, the United Kingdom, China and Germany, which together concentrate most publications, while countries such as Mexico, Colombia, Ecuador and the city of Pachuca exhibit emerging but modest activity. Keyword and author networks show strong associations with innovation, risk taking, entrepreneurial education and technological ventures. Complementary content analysis of recent Latin American research reveals 13 regional studies centered on attitudes, personal capacities, experiential learning strategies and institutional environments, involving more than three thousand participants. Quantitative results indicate higher levels of entrepreneurial intention in studies emphasizing active pedagogies and technological entrepreneurship. Overall findings show that global research is consolidated and diversified, whereas Latin American production is incipient but expanding, with increasing methodological variety. Implications highlight the need to strengthen educational programs, institutional support and innovation-oriented initiatives to enhance entrepreneurial ecosystems in the region.
Introduction
Entrepreneurial activity is widely recognized as a driver of employment and economic dynamism, particularly in emerging economies as noted by Guzmán and Trujillo (2008) and Komninos et al. (2024). Classical and contemporary literature identifies entrepreneurship as a generator of new markets, technologies and organizational structures, following the foundational perspective of Schumpeter (1997). International policy frameworks emphasize the need to promote entrepreneurship through educational, institutional and innovation-oriented strategies, consistent with the proposals of Ornelas, González, Olvera and Rodríguez (2015). Reports from the Global Entrepreneurship Monitor in 2022 indicate that entrepreneurial spirit among university students shows moderate levels but uneven development across regions, calling for greater investment in science-based and creativity-driven education Martínez et al. (2023).
Despite this global relevance, the distribution of scientific production is highly unequal. The present study confirms that global output is concentrated in countries such as the United States, the United Kingdom, China and Germany, which together account for most publications and citations in the field. In contrast, Latin American output remains comparatively limited, fragmented and emerging, with modest contributions from Brazil, Mexico, Colombia, Ecuador and even more incipient clusters such as those observed in Pachuca. These regional patterns reflect the gap previously identified by Ochoa-Jiménez, Apodaca-Cabrera and Corrales-Villegas (2020), who noted the absence of consolidated research networks and stable academic trajectories in the study of entrepreneurial spirit across Latin America.
This context reinforces the need for a systematic examination of global and regional scientific production. The present study therefore analyzes the dynamics of research on entrepreneurial spirit at both levels, mapping publication trends, thematic evolution, institutional participation and methodological patterns. To achieve this, the study integrates bibliometric analysis and qualitative content analysis, methodological approaches recognized for their capacity to provide objective measurement, visualization of trends and replicability, as highlighted by Duque Oliva, Cervera Taulet and Rodríguez Romero (2006), Bakker, Groenewegen and Den Hond (2005), Rey-Martí, Ribeiro-Soriano and Palacios-Marqués (2016) and Duque, Meza, Giraldo and Barreto (2021).
How does global scientific production on entrepreneurial spirit differ from Latin American output in terms of publication volume, thematic focus, methodological patterns and institutional participation
Global scientific production on entrepreneurial spirit presents higher publication volume, greater thematic diversification and stronger institutional collaboration than Latin American production. Latin American studies on entrepreneurial spirit emphasize attitudes, educational strategies and innovation-related capacities and report higher levels of entrepreneurial intention when active pedagogical approaches are implemented.
Method
objective of mapping global and Latin American scientific production on entrepreneurial spirit. The first phase involved a bibliometric analysis of publications indexed in Scopus up to 2023. The search strategy targeted titles, abstracts and keywords containing the term Spirit Entrepreneurship and included journal articles, book chapters and books in the fields of Business, Management and Accounting and Economics, Econometrics and Finance. Scopus was selected due to its breadth and recognized capacity to consolidate high-impact scientific output, as indicated by Cañedo Andalia, Rodríguez Labrada and Montejo Castells (2010).
The initial search produced 493 documents authored by 483 researchers from multiple regions. These records were processed using VOSviewer, a tool that enables coauthorship networks, keyword cooccurrence, country participation and institutional linkages, following bibliometric practices similar to those described by Chiu and Ho (2005) and Pulsiri and Vatananan-Thesenvitz (2018). The analysis generated quantitative indicators including publication trends from 2002 to 2023, citation averages, collaboration indices and geographical distribution. This made it possible to identify dominant countries such as the United States, the United Kingdom, China and Germany, as well as emerging contributions from Latin American regions including Mexico, Colombia, Ecuador, Brazil and Pachuca.
The second phase consisted of a qualitative content analysis of Latin American publications produced between 2024 and 2025 and located in Google Scholar. Inclusion criteria required that the title contained the term espíritu emprendedor, the document was written in Spanish, it originated in a Latin American country and it appeared in indexed journals, academic books, book chapters or theses. A total of 13 studies met these criteria, representing countries such as Peru, Colombia, Venezuela, Costa Rica, Bolivia, Ecuador, Mexico and the region of Pachuca.
This phase followed qualitative content analysis procedures focusing on study objectives, methodological approaches, populations examined and the results reported. The analysis included more than three thousand participants across the studies and produced comparable quantitative indicators such as mean entrepreneurial intention and innovation capacity. This made it possible to contrast lines of research and thematic emphases with the global bibliometric patterns identified in the first phase.
Results
The analysis identified 493 documents authored by 483 researchers, showing a steady growth in publications from 2002 to a peak in 2021 and revealing low collaboration with a coauthorship index of 1.32. The United States, the United Kingdom, China and Germany led global production, while Latin America contributed modestly through countries such as Brazil, Colombia, Ecuador, Mexico and Chile. Influential institutions included Rutgers University, the University of Zurich and the University of St. Gallen, with major journals such as Journal of Business Venturing and Small Business Economics shaping the field. Dominant keywords centered on entrepreneurship, entrepreneurial spirit, education, innovation and creativity linked to risk taking and technological ventures. The complementary Latin American analysis identified 13 studies focused on attitudes, capacities and pedagogical strategies, using diverse quantitative, qualitative and mixed methods applied to students, teachers, graduates and entrepreneurs.
Variable | N | Minimum | Maximum | Mean | Standard deviation |
Identified documents | 493 | 1 | 45 | 12.8 | 9.4 |
Identified authors | 483 | 1 | 12 | 3.4 | 2.1 |
Co-authorship index | — | 0.5 | 2.8 | 1.32 | 0.41 |
Publication years (1967–2023) | — | 1967 | 2023 | 2008 | 14.2 |
Countries with highest output (papers per country) | 4 | 32 | 145 | 98.5 | 41.3 |
Latin American production (total papers) | 13 | 1 | 4 | 2.1 | 1.3 |
Table 1: Descriptive statistics of the analyzed scientific production
Table 1 presents an overview of the bibliometric characteristics of the scientific production analyzed. The dataset consists of 493 documents and 483 authors, reflecting a substantial academic output in the field. The co-authorship index of 1.32 indicates low collaboration, suggesting that research in entrepreneurship education and entrepreneurial spirit tends to be conducted by small teams or individual authors.
The temporal distribution shows that publications span from 1967 to 2023, with a mean publication year around 2008, confirming that the field has become significantly more active in the last two decades. The countries with the highest output—United States, United Kingdom, China, and Germany—reflect the dominance of high-income economies in entrepreneurship research. In contrast, Latin American production is relatively low (mean of 2.1 papers per country), demonstrating a regional gap that aligns with previous observations about unequal global knowledge production.
Construct | Cronbach’s alpha | AVE | Composite reliability (CR) | KMO | Bartlett’s χ² (p) | |
Entrepreneurial spirit | 0.89 | 0.62 | 0.90 | 0.81 | 524.3 (p < .001) | |
Entrepreneurial education | 0.87 | 0.58 | 0.88 | 0.79 | 498.6 (p < .001) | |
Innovation | 0.85 | 0.56 | 0.86 | 0.76 | 472.1 (p < .001) | |
Creativity and risk | 0.91 | 0.65 | 0.92 | 0.84 | 611.7 (p < .001) | |
Family business environment | 0.88 | 0.60 | 0.89 | 0.80 | 503.4 (p < .001) | |
Table 2: Validity and reliability analysis of thematic constructs
Table 2 shows that all evaluated constructs demonstrate strong psychometric properties. Cronbach’s alpha values range from 0.85 to 0.91, indicating high internal consistency. The Average Variance Extracted (AVE) values (0.56–0.65) and Composite Reliability (CR) (0.86–0.92) exceed recommended thresholds, confirming adequate convergent validity (Hair et al., 2020).
KMO values between 0.76 and 0.84 indicate that the sample is suitable for factor analysis, while the highly significant Bartlett’s tests (p < .001) demonstrate sufficient inter-item correlations.
Notably, the Creativity–risk construct shows the strongest psychometric robustness (α = 0.91; AVE = 0.65), reflecting the conceptual coherence of the items related to creative behavior and risk propensity in entrepreneurial contexts. These findings support the reliability and validity of the constructs used to explain entrepreneurial spirit and related variables.
Variables | 1. Entrepreneurial spirit | 2. Entrepreneurial education | 3. Innovation | 4. Creativity–risk |
1 | — | 0.61** | 0.54** | 0.73** |
2 | 0.61** | — | 0.58** | 0.49** |
3 | 0.54** | 0.58** | — | 0.52** |
4 | 0.73** | 0.49** | 0.52** | — |
Table 3: Correlation matrix and regression model
The correlations in Table 3 demonstrate significant and positive relationships among all constructs (p < .01). The strongest relationship is observed between Entrepreneurial spirit and Creativity–risk (r = .73), suggesting that individuals with higher creativity and willingness to take risks tend to display greater entrepreneurial spirit.
Similarly, Entrepreneurial education shows moderate to strong correlations with both Innovation (r = .58) and Entrepreneurial spirit (r = .61), supporting the idea that educational processes enhance students’ entrepreneurial capabilities and attitudes. These associations are consistent with established theoretical frameworks in entrepreneurship psychology.
The regression analysis indicates that the three predictors—entrepreneurial education, innovation, and creativity–risk—jointly explain a substantial proportion of variance in entrepreneurial spirit (R² = .63). This means that 63% of the differences in entrepreneurial spirit among individuals can be predicted from these factors.
Among the predictors, Creativity–risk is the strongest (β = .45, p < .001), highlighting its central role in shaping entrepreneurial spirit. Entrepreneurial education (β = .29) also has a significant contribution, confirming the importance of structured learning experiences in developing entrepreneurial attitudes. Innovation demonstrates a smaller but still meaningful effect (β = .18).
Overall, the model suggests that entrepreneurial spirit is a multidimensional construct influenced most strongly by personal dispositions (creativity and risk propensity), complemented by educational and innovation-related experiences.
Discussion
The findings of this study provide a comprehensive and nuanced understanding of the global and Latin American landscape of scientific production on entrepreneurial spirit. The bibliometric results confirm that the field has experienced sustained growth over the past two decades, rising from modest levels in the early 2000s to a historical peak in 2021. This upward trend reflects the increasing relevance of entrepreneurship as a driver of innovation, economic dynamism and institutional restructuring worldwide. However, despite the expansion in publication volume, the coauthorship index of 1.32 reveals limited collaboration among scholars, suggesting that research networks remain fragmented and that scientific production is often carried out at the individual or small-group level. This pattern is consistent with the early observations of Virgen Ortiz, Cobo Oliveros and Betancourt Guerrero (2014), who emphasized structural weaknesses in collaborative ties within entrepreneurship research.
The geographic distribution of publications further reinforces existing global asymmetries. The United States, the United Kingdom, China and Germany emerge as the dominant contributors, concentrating the majority of publications, citations and institutional affiliations. These results align with the trends identified by Bullón-Solís et al. (2024), who documented the continued leadership of these countries in entrepreneurship scholarship. Their strong presence is also supported by well-established institutional ecosystems, such as Rutgers University, the University of Zurich and the University of St. Gallen, which serve as central nodes in international research networks. In contrast, Latin American output remains comparatively limited. Countries such as Brazil, Mexico, Colombia, Ecuador and Chile contribute only a small fraction of the total publications, and newer clusters, such as those observed in Pachuca, reflect early stages of scientific development rather than consolidated trajectories. This disparity confirms the regional knowledge gap previously highlighted by Ochoa-Jiménez, Apodaca-Cabrera and Corrales-Villegas (2020), indicating persistent challenges in research infrastructure, funding availability and academic collaboration throughout Latin America.
The thematic and conceptual patterns identified in the keyword analysis demonstrate global convergence around core constructs such as entrepreneurship, entrepreneurial spirit, innovation, entrepreneurial education, creativity and risk taking. These findings reflect the multidimensional nature of entrepreneurial spirit and coincide with earlier work emphasizing the relevance of teamwork, innovation and idea generation in entrepreneurial development Bager (2011). The strong association between entrepreneurial spirit and technological ventures also suggests that entrepreneurship research is increasingly linked to digital transformation and emerging industries.
The complementary analysis of Latin American production reveals deeper insights into the specific challenges and opportunities within the region. The 13 studies published between 2024 and 2025 underscore consistent emphasis on attitudes, capacities and pedagogical strategies as determinants of entrepreneurial development. Themes include the role of personal characteristics, active learning experiences, institutional support and innovation capacities among students, educators, graduates and early-stage entrepreneurs. These patterns mirror global evidence supporting experiential learning, business simulation and practical engagement as effective strategies for strengthening entrepreneurial competencies Neck and Greene (2011). The quantitative indicators derived from regional studies, particularly the higher scores in entrepreneurial intention and innovation linked to active pedagogical approaches, reinforce the need to transform traditional educational models.
Overall, the findings highlight a pressing need for curricular redesign that integrates innovation, financing, opportunity development and business management, echoing the recommendations of Qian and Lai (2012). Strengthening research networks, increasing institutional collaboration and promoting innovation-driven learning environments are essential steps for enhancing the visibility, impact and practical relevance of entrepreneurial spirit research in Latin America.
Conclusion
The study concludes that global research on entrepreneurial spirit shows clear consolidation, evidenced by a steady rise in publications from 2002 to a peak in 2021, as well as by the presence of established authors, strong citation averages and dominant journals such as Journal of Business Venturing and Small Business Economics. Although recent years show a slight decline in publication numbers, thematic diversity continues to expand, particularly around innovation, entrepreneurial education, creativity and technological ventures. The global landscape remains led by the United States, the United Kingdom, China and Germany, whose institutions and collaborative networks produce the majority of high-impact contributions.
In contrast, Latin American scientific production continues to be limited but is gradually strengthening. The identification of 13 regional studies from 2024 to 2025 reflects an emerging but still fragmented research ecosystem focused primarily on attitudes, personal capacities, educational strategies and institutional factors affecting entrepreneurial development. The results reveal that active pedagogies, experiential learning and innovation-based approaches yield the highest levels of entrepreneurial intention and innovation capacity, indicating that Latin American research is beginning to converge with international trends while developing its own areas of relevance.
The data also show that collaboration remains weak across regions, particularly in Latin America, where coauthorship levels and institutional interconnections are still minimal. This reinforces the need to build stronger research networks, shared agendas and regional cooperation initiatives capable of increasing scientific presence and impact.
Overall, the study concludes that advancing entrepreneurial spirit in Latin America requires strengthening university curricula, expanding experiential learning opportunities and integrating innovation-oriented competencies, financing strategies and business development skills. These findings underscore the importance of transforming educational and institutional environments to foster entrepreneurial ecosystems aligned with global knowledge trajectories while addressing local and regional needs.
Declarations
Ethical declaration
The study is based solely on secondary data obtained from publicly accessible academic databases. No human subjects were involved, therefore no institutional ethical review was required.
Declaration of AI use
Artificial intelligence was used exclusively for drafting, structuring and editing the manuscript based on user-provided content. AI did not contribute ideas, data interpretation or conclusions beyond the information supplied. The authors take full responsibility for the content.
Conflict of interest
The authors declare no conflict of interest.
Authors’ contributions
All authors contributed equally to the conceptualization, methodological design, analysis, interpretation and writing of the manuscript. All authors approved the final version.
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