| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.021 | 0.920 |
|
Retracted Output
|
-0.559 | 0.637 |
|
Institutional Self-Citation
|
0.738 | 1.096 |
|
Discontinued Journals Output
|
2.150 | 3.894 |
|
Hyperauthored Output
|
-0.273 | -0.241 |
|
Leadership Impact Gap
|
0.329 | 0.454 |
|
Hyperprolific Authors
|
0.604 | -0.431 |
|
Institutional Journal Output
|
-0.268 | -0.153 |
|
Redundant Output
|
-0.664 | 0.074 |
The Universidad de Las Americas demonstrates a robust and developing research profile, marked by significant strengths in scientific integrity that effectively counteract certain systemic risks prevalent at the national level. With an overall integrity score of 0.404, the institution exhibits a commendable performance in critical areas such as a very low rate of retracted output, minimal redundant publications, and negligible use of institutional journals, signaling strong internal quality controls. However, areas requiring strategic attention include the management of multiple affiliations, institutional self-citation, and the rate of hyperprolific authors, which present moderate risk levels. The university's scientific excellence is clearly reflected in the SCImago Institutions Rankings, where it holds leadership positions within Ecuador, particularly in Computer Science (1st), Economics, Econometrics and Finance (1st), and shows strong national rankings in Engineering (2nd) and Medicine (2nd). This thematic leadership aligns with its mission to train competent professionals with a global vision. Nevertheless, the identified medium-risk indicators could challenge the mission's commitment to "ethical principles and values," as they touch upon practices that can affect transparency and external validation. To fully realize its mission, the institution is encouraged to leverage its proven strengths in quality assurance to develop targeted policies that address these moderate vulnerabilities, thereby solidifying its position as a benchmark for both academic excellence and scientific integrity in the region.
The institution's Z-score of 1.021 is slightly above the national average of 0.920, placing both in a medium-risk context. This indicates that the university is more exposed than its national peers to practices that could be interpreted as problematic. While multiple affiliations are often legitimate, this heightened rate suggests a need to review affiliation policies to ensure they are not being used strategically to inflate institutional credit or encourage “affiliation shopping,” thereby safeguarding institutional transparency.
With a Z-score of -0.559, the institution demonstrates an exceptionally low rate of retracted publications, positioning it as an outlier of positive practice against the national average's medium-risk score of 0.637. This significant difference suggests the university has successfully isolated itself from the risk dynamics observed in its environment. This result is a strong indicator of effective and responsible supervision, where quality control mechanisms prior to publication are robust and systemic failures are actively prevented, reflecting a mature culture of integrity and methodological rigor.
The university's Z-score for institutional self-citation is 0.738, which, while indicating a medium risk, is notably lower than the national average of 1.096. This demonstrates a differentiated management approach, where the institution successfully moderates a risk that appears more common in the country. By maintaining a lower rate, the university mitigates the risk of creating scientific 'echo chambers' and ensures its academic influence is less reliant on internal validation, fostering greater scrutiny and recognition from the global community.
The institution presents a medium-risk Z-score of 2.150, a figure that, while concerning, shows relative containment when compared to the country's critical Z-score of 3.894. This suggests that although some risk signals exist, the university operates with more order and diligence than the national average. It appears to be acting as a partial filter against a widespread national vulnerability, but the existing rate still indicates that a portion of its research is channeled through media lacking international quality standards, highlighting a need to reinforce information literacy and due diligence in selecting publication venues to protect its reputational integrity.
The institution's Z-score of -0.273 is low and aligns closely with the national average of -0.241. This reflects a state of statistical normality, where the university's authorship patterns are consistent with the expected practices for its context and size. The data does not suggest any unusual activity related to author list inflation or the dilution of individual accountability, indicating that its collaborative practices are in line with national standards.
With a Z-score of 0.329, the institution shows a more controlled gap between its overall impact and the impact of its self-led research compared to the national average of 0.454. This reflects a differentiated management strategy that moderates a common risk in the country. A smaller gap suggests that the university is building more sustainable, internal scientific prestige rather than relying excessively on external partners for impact. This points toward a healthier balance, where institutional excellence is increasingly the result of genuine internal capacity and intellectual leadership.
The institution's Z-score of 0.604 marks a moderate deviation from the national standard, which sits at a low-risk -0.431. This divergence indicates that the university shows a greater sensitivity to risk factors associated with extreme individual productivity. The presence of hyperprolific authors, whose publication volumes challenge the conventional limits of meaningful intellectual contribution, warrants a careful review. It is crucial to ensure that this high output does not signal imbalances between quantity and quality or point to underlying issues such as coercive authorship or practices that prioritize metrics over the integrity of the scientific record.
The university's Z-score of -0.268 is exceptionally low, falling even below the country's very low average of -0.153. This signals a state of total operational silence in this risk area. The institution's clear preference for external publication channels demonstrates a strong commitment to independent, international peer review. This practice effectively eliminates risks of academic endogamy and potential conflicts of interest, ensuring its scientific production undergoes standard competitive validation and achieves global visibility.
With a Z-score of -0.664, the institution shows a near-total absence of redundant output, creating a preventive isolation from the medium-risk trend observed nationally (0.074). This outstanding result indicates that the university's research culture strongly discourages data fragmentation or 'salami slicing.' By prioritizing the publication of coherent and significant studies over artificially inflating productivity metrics, the institution upholds the integrity of scientific evidence and contributes meaningfully to cumulative knowledge.
