Universidad de las Americas Puebla

Region/Country

Latin America
Mexico
Universities and research institutions

Overall

-0.516

Integrity Risk

very low

Indicators relating to the period 2020-2024

Indicator University Z-score Average country Z-score
Multi-affiliation
-0.181 -0.565
Retracted Output
-0.400 -0.149
Institutional Self-Citation
-1.182 0.169
Discontinued Journals Output
-0.237 -0.070
Hyperauthored Output
-0.780 -0.127
Leadership Impact Gap
-0.105 0.479
Hyperprolific Authors
-1.413 -0.701
Institutional Journal Output
-0.268 1.054
Redundant Output
-1.186 -0.016
0 represents the global average
AI-generated summary report

EXECUTIVE SUMMARY AND STRATEGIC VISION

The Universidad de las Americas Puebla demonstrates an outstanding scientific integrity profile, with an overall risk score of -0.516 that indicates robust governance and a deeply embedded culture of ethical research. The institution's primary strengths are evident in its exceptionally low risk levels for Retracted Output, Institutional Self-Citation, Hyperprolific Authors, Output in Institutional Journals, and Redundant Output, positioning it as a benchmark of best practices within the national context. Areas for continued vigilance, such as the Rate of Multiple Affiliations, remain well within low-risk parameters but present an opportunity for proactive policy refinement. This strong integrity framework provides a solid foundation for the institution's notable research capabilities, reflected in its SCImago Institutions Rankings across key thematic areas including Agricultural and Biological Sciences, Business, Management and Accounting, Chemistry, Computer Science, and Social Sciences. This commitment to transparent and high-quality research directly supports the university's mission to train "critical, creative and innovative professionals" and generate "relevant research" with "social conscience." An unimpeachable ethical record is not merely complementary but essential to this mission, ensuring that the knowledge produced is credible, sustainable, and truly beneficial to society. The Universidad de las Americas Puebla is exceptionally well-positioned to leverage its demonstrated scientific integrity as a core pillar of its academic excellence and global reputation, and it is recommended that it continues to fortify the policies that have yielded these exemplary results.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution presents a Z-score of -0.181, a low value that is nonetheless slightly higher than the national average of -0.565. This suggests an incipient vulnerability, where the center shows minor signals of risk activity that, while not yet problematic, warrant review before they escalate. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the slight increase compared to the national baseline could be an early indicator of strategic attempts to inflate institutional credit through “affiliation shopping.” Continued monitoring is advisable to ensure that all collaborative affiliations remain transparent and substantively justified.

Rate of Retracted Output

With a Z-score of -0.400, the institution demonstrates a near-absence of retracted publications, a figure that is significantly stronger than the country's already low-risk average of -0.149. This low-profile consistency indicates that the institution's quality control mechanisms are not only aligned with the national standard but exceed it. The data suggests that responsible supervision and methodological rigor are effectively preventing the systemic failures that often lead to retractions. This exceptional performance underscores a mature and reliable culture of scientific integrity, where potential errors are addressed long before publication.

Rate of Institutional Self-Citation

The institution's Z-score for self-citation is -1.182, an exceptionally low value that signals preventive isolation from the medium-risk dynamics observed nationally (Z-score of 0.169). This result strongly indicates that the university does not replicate the risk of endogamous impact inflation seen elsewhere in its environment. A certain level of self-citation is natural, but the institution's very low rate demonstrates that its work is validated by the broader international scientific community, not within an internal 'echo chamber.' This commitment to external scrutiny ensures its academic influence is based on global recognition, not insulated internal dynamics.

Rate of Output in Discontinued Journals

The institution maintains a Z-score of -0.237, reflecting a more prudent profile than the national average of -0.070. This indicates that the center manages its publication processes with greater rigor than the national standard, showing a lower propensity to publish in journals that fail to meet international quality standards. This careful selection of dissemination channels is a critical exercise in due diligence, protecting the institution from severe reputational risks and ensuring that research efforts are not wasted on 'predatory' or low-quality outlets. This suggests a strong culture of information literacy among its researchers.

Rate of Hyper-Authored Output

With a Z-score of -0.780, the institution shows a prudent profile in managing authorship, performing significantly better than the national average of -0.127. This demonstrates that the center manages its collaborative processes with more rigor than the national standard. The data suggests a well-regulated environment where author lists are not being artificially inflated. This control helps maintain individual accountability and transparency, effectively distinguishing between necessary massive collaboration and questionable 'honorary' authorship practices that can dilute the value of scientific contributions.

Gap between Impact of total output and the impact of output with leadership

The institution's Z-score of -0.105 contrasts sharply with the country's medium-risk score of 0.479, showcasing remarkable institutional resilience. This indicates that the university's control mechanisms are effectively mitigating the systemic national risk of impact dependency. A low gap suggests that the institution's scientific prestige is structural and sustainable, built upon genuine internal capacity for intellectual leadership. Unlike institutions that rely heavily on external partners for their impact metrics, this result confirms that its research excellence is endogenous and self-driven.

Rate of Hyperprolific Authors

The institution records a Z-score of -1.413, indicating a virtual absence of hyperprolific authors and a performance that surpasses the low-risk national standard (-0.701). This low-profile consistency suggests a healthy institutional culture that prioritizes quality over sheer quantity. The absence of extreme individual publication volumes indicates that the university is effectively avoiding risks such as coercive authorship or 'salami slicing,' where metrics are prioritized over the integrity of the scientific record. This fosters an environment where meaningful intellectual contribution is valued above artificial productivity.

Rate of Output in Institutional Journals

With a Z-score of -0.268, the institution demonstrates a clear preventive isolation from the national trend, where the country shows a medium-risk Z-score of 1.054. The center does not replicate the risk dynamics observed in its environment, indicating a strong preference for external, independent peer review. By avoiding excessive dependence on its own journals, the university mitigates potential conflicts of interest and academic endogamy. This practice enhances the global visibility and credibility of its research, ensuring its output is validated through competitive, international channels rather than internal 'fast tracks.'

Rate of Redundant Output

The institution's Z-score of -1.186 is exceptionally low, demonstrating a high degree of integrity and consistency that is well above the national standard (-0.016). This near-total absence of redundant output signals a strong institutional commitment to publishing complete and significant research. The data indicates that the practice of dividing a single study into minimal publishable units to artificially inflate productivity, known as 'salami slicing,' is not a feature of the university's research culture. This upholds the value of the scientific evidence base and shows respect for the academic review system.

This report was automatically generated using Google Gemini to provide a brief analysis of the university scores.
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