| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
2.777 | 0.920 |
|
Retracted Output
|
-0.212 | 0.637 |
|
Institutional Self-Citation
|
-0.268 | 1.096 |
|
Discontinued Journals Output
|
1.208 | 3.894 |
|
Hyperauthored Output
|
-0.602 | -0.241 |
|
Leadership Impact Gap
|
1.816 | 0.454 |
|
Hyperprolific Authors
|
2.322 | -0.431 |
|
Institutional Journal Output
|
-0.268 | -0.153 |
|
Redundant Output
|
0.284 | 0.074 |
Universidad Espíritu Santo (UEES) presents a complex scientific integrity profile, with an overall score of 0.723 that reflects a combination of notable strengths and specific, high-impact vulnerabilities. The institution demonstrates exemplary performance in areas such as the Rate of Output in Institutional Journals and shows resilience against national trends in retracted publications and institutional self-citation. These strengths are foundational to its research culture. However, significant alerts in the Rate of Hyperprolific Authors and medium-level risks in Multiple Affiliations, Redundant Output, and dependency on external leadership for impact (Ni_difference) require immediate strategic attention. These findings are particularly relevant given UEES's strong positioning in key thematic areas, as evidenced by SCImago Institutions Rankings data, where it ranks as a national leader in Earth and Planetary Sciences (#1) and holds top-tier positions in fields like Business, Management and Accounting (#3), Dentistry (#3), and Environmental Science (#3). The identified risks, especially those suggesting a focus on publication volume over quality, could undermine the core tenets of the university's mission to foster "integral training" and contribute meaningfully to "Ecuador’s development." Aligning its research practices with its stated mission of excellence and social responsibility requires addressing these integrity vulnerabilities proactively. By implementing targeted governance and training measures, UEES can safeguard its reputation, enhance the structural quality of its research, and ensure its contributions are both impactful and unimpeachable.
The institution presents a Z-score of 2.777, which is notably higher than the national average of 0.920. Although both the university and the country operate within a medium-risk context for this indicator, the institution's elevated score suggests it is more exposed to the underlying risk factors than its national peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this disproportionately high rate could signal strategic attempts to inflate institutional credit or "affiliation shopping." This heightened exposure warrants a review of affiliation policies to ensure they reflect genuine collaboration and contribution rather than metric-driven incentives.
With a Z-score of -0.212, the institution demonstrates a low-risk profile that contrasts sharply with the country's medium-risk average of 0.637. This positive divergence indicates a strong degree of institutional resilience, suggesting that internal control mechanisms are effectively mitigating systemic risks present in the national environment. While retractions can sometimes reflect responsible supervision and the correction of honest errors, a higher national rate can point to systemic weaknesses. The university’s ability to maintain a low rate suggests its pre-publication quality control and integrity culture are robust, successfully preventing the types of recurring malpractice or lack of methodological rigor that may be more prevalent elsewhere in the country.
The institution's Z-score of -0.268 places it in a low-risk category, standing in favorable contrast to the national medium-risk average of 1.096. This difference highlights the university's institutional resilience, as its control mechanisms appear to successfully mitigate the country's systemic risk of academic insularity. A certain level of self-citation is natural, but the higher national average could indicate a tendency toward 'echo chambers.' The university's low score, however, suggests its academic influence is validated by the global community rather than being oversized by internal dynamics, demonstrating a healthy integration into external scientific discourse and avoiding the risk of endogamous impact inflation.
The institution's Z-score of 1.208 corresponds to a medium risk level, a situation of relative containment when compared to the country's critical Z-score of 3.894. While the national context reveals a significant vulnerability to publishing in predatory or low-quality outlets, the university operates with more order and control than the national average. A high proportion of output in such journals is a critical alert regarding due diligence. Although the institution is not entirely immune to this risk, its ability to moderate this trend suggests that its information literacy and channel selection processes are more effective than those seen nationally, even though there remains a clear need for continuous improvement to avoid reputational damage and wasted resources.
With a Z-score of -0.602, the institution exhibits a prudent profile, managing its processes with more rigor than the national standard, which has a Z-score of -0.241. Both scores fall within a low-risk range, but the institution's lower value is a positive signal. This indicates that its authorship practices are well-calibrated, effectively distinguishing between necessary massive collaboration and potential author list inflation. The data suggests a culture of transparency and accountability where authorship is less likely to be diluted by 'honorary' or political additions, reinforcing the integrity of individual contributions.
The institution's Z-score of 1.816 is significantly higher than the national average of 0.454, despite both falling into the medium-risk category. This indicates a high exposure to dependency on external collaboration for impact. The wide positive gap suggests a sustainability risk, where the university's scientific prestige may be more reliant on partners than on its own structural capacity. This invites critical reflection on whether its high-impact metrics result from genuine internal capabilities or from strategic positioning in collaborations where the institution does not exercise primary intellectual leadership. Strengthening internal research leadership is crucial for long-term scientific autonomy and prestige.
The institution's Z-score of 2.322 represents a significant risk and a severe discrepancy when compared to the country's low-risk average of -0.431. This atypical risk activity is a critical anomaly within the national context and requires a deep integrity assessment. Extreme individual publication volumes challenge the limits of human capacity for meaningful intellectual contribution. This high indicator serves as an urgent alert for potential imbalances between quantity and quality, pointing to risks such as coercive authorship, data fragmentation, or the assignment of authorship without real participation—dynamics that prioritize metrics over the integrity of the scientific record.
The institution shows a Z-score of -0.268, which is even lower than the country's already very low-risk average of -0.153. This signals total operational silence in this area, reflecting an absence of risk signals that is even more pronounced than the national norm. This exemplary practice demonstrates a strong commitment to external, independent peer review. By avoiding reliance on in-house journals, the university effectively mitigates conflicts of interest and the risk of academic endogamy, ensuring its scientific production achieves global visibility and undergoes standard competitive validation, setting a benchmark for integrity.
With a Z-score of 0.284, the institution shows a higher value than the national average of 0.074, though both are classified as medium risk. This suggests the institution has a higher exposure to this particular risk factor compared to its environment. The elevated rate of massive and recurring bibliographic overlap between publications alerts to the potential practice of dividing coherent studies into minimal publishable units to artificially inflate productivity. This dynamic, more pronounced at the institution than nationally, risks distorting the available scientific evidence and overburdens the review system by prioritizing publication volume over the generation of significant new knowledge.
