| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.510 | 0.236 |
|
Retracted Output
|
-0.381 | -0.094 |
|
Institutional Self-Citation
|
0.511 | 0.385 |
|
Discontinued Journals Output
|
-0.052 | -0.231 |
|
Hyperauthored Output
|
-1.126 | -0.212 |
|
Leadership Impact Gap
|
-0.960 | 0.199 |
|
Hyperprolific Authors
|
-1.413 | -0.739 |
|
Institutional Journal Output
|
-0.268 | 0.839 |
|
Redundant Output
|
-0.215 | -0.203 |
The Universidade Regional Integrada do Alto Uruguai e das Missoes demonstrates a robust scientific integrity profile, with an overall risk score of -0.331 indicating a very low-risk operational environment. The institution exhibits exceptional strength in areas critical to research quality and ethics, including negligible rates of retracted output, hyper-authored publications, and hyperprolific authors, alongside a strong capacity for intellectual leadership. These strengths are counterbalanced by areas requiring strategic attention, specifically the rates of Multiple Affiliations and Institutional Self-Citation, which are elevated compared to national benchmarks. The institution's recognized excellence, as evidenced by its SCImago Institutions Rankings in Agricultural and Biological Sciences and Environmental Science, provides a solid foundation for its mission. However, to fully align with its commitment to being "socially responsible" and promoting "social and human development," it is crucial to address the identified vulnerabilities. Unchecked, these risks could create perceptions of insularity or credit inflation, undermining the external trust essential for impactful, socially-oriented knowledge. By leveraging its clear strengths to mitigate these specific risks, the university can further solidify its reputation for excellence and responsible innovation.
The institution presents a Z-score of 0.510 in this indicator, which is notably higher than the national average of 0.236. This suggests that the university is more exposed to the dynamics of multiple affiliations than its national peers, reflecting a pattern of high exposure to this particular risk. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the elevated rate here signals a need for review. It raises the possibility of strategic attempts to inflate institutional credit or "affiliation shopping," which could dilute the perceived contribution of the university. A proactive review of collaboration and affiliation policies is recommended to ensure transparency and appropriate credit attribution.
With a Z-score of -0.381, the institution demonstrates an exceptionally low rate of retracted publications, positioning it well below the national average of -0.094. This result indicates a low-profile consistency, where the complete absence of risk signals aligns with a national context that already shows minimal activity in this area. This performance points toward highly effective pre-publication quality control mechanisms and a robust culture of integrity. It suggests that the institution's supervisory processes are successful in identifying and correcting unintentional errors, thereby upholding the scientific record and preventing the systemic failures that can lead to retractions.
The institution's Z-score for self-citation is 0.511, exceeding the national benchmark of 0.385. This indicates a higher exposure to internal citation practices compared to the national environment. While a certain level of self-citation is natural and reflects the continuity of established research lines, this disproportionately high rate can signal concerning scientific isolation or 'echo chambers' where the institution validates its own work without sufficient external scrutiny. This value warns of the risk of endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than global community recognition, a trend that warrants strategic monitoring.
The institution's Z-score of -0.052 for publications in discontinued journals is slightly higher than the national average of -0.231. Although the overall risk level is low, this score points to an incipient vulnerability, as it shows signals of a practice that warrants review before it escalates. A presence in discontinued journals, even if sporadic, can constitute an alert regarding due diligence in selecting dissemination channels. It suggests a potential need for enhanced information literacy among researchers to avoid channeling scientific production through media that may not meet international ethical or quality standards, thereby preventing reputational risks and the misallocation of resources.
The institution shows a Z-score of -1.126, which is significantly lower than the national average of -0.212. This demonstrates a low-profile consistency, where the near-total absence of risk signals aligns with and even improves upon the national standard. This result indicates strong governance over authorship practices. It suggests the institution effectively distinguishes between necessary massive collaboration, which is legitimate in certain fields, and questionable practices like 'honorary' or political authorship, thereby upholding individual accountability and transparency in its research outputs.
With a Z-score of -0.960, the institution displays a profile of preventive isolation, starkly contrasting with the national average of 0.199. This result indicates that the university does not replicate the risk dynamics of dependency observed in its environment. A negative gap suggests that the impact of research led by the institution is strong, signaling that its scientific prestige is not reliant on external partners but is instead structural and endogenous. This reflects a high degree of real internal capacity and intellectual leadership, a key marker of a sustainable and self-sufficient research ecosystem.
The institution's Z-score of -1.413 is exceptionally low, far below the national average of -0.739. This finding represents a low-profile consistency, where the absence of risk signals surpasses the already low-risk national standard. It indicates a healthy institutional culture that prioritizes quality over sheer quantity of publications. This effectively mitigates risks such as coercive authorship, 'salami slicing,' or the assignment of authorship without real participation, ensuring that productivity metrics reflect meaningful intellectual contributions and safeguarding the integrity of the scientific record.
The institution has a Z-score of -0.268, which signifies a very low reliance on its own journals, especially when compared to the national average of 0.839. This demonstrates a pattern of preventive isolation, where the center actively avoids the risk dynamics prevalent in the national system. By not depending on in-house journals, the institution sidesteps potential conflicts of interest and academic endogamy. This commitment to external, independent peer review enhances the global visibility and competitive validation of its research, reinforcing its credibility and avoiding the use of internal channels as 'fast tracks' to inflate publication counts.
With a Z-score of -0.215, the institution's rate of redundant output is in very close alignment with the national average of -0.203. This reflects a state of statistical normality, where the risk level is as expected for its context and size. While the low score indicates that data fragmentation or 'salami slicing' is not a systemic issue, its alignment with the national baseline suggests it is a background phenomenon within the broader research ecosystem. This indicates that while the practice of dividing a coherent study into minimal publishable units to artificially inflate productivity is not a prominent risk, standard vigilance is appropriate.