| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.832 | -0.785 |
|
Retracted Output
|
0.032 | 0.056 |
|
Institutional Self-Citation
|
1.171 | 4.357 |
|
Discontinued Journals Output
|
8.093 | 2.278 |
|
Hyperauthored Output
|
-0.134 | -0.684 |
|
Leadership Impact Gap
|
-0.237 | -0.159 |
|
Hyperprolific Authors
|
-1.413 | -1.115 |
|
Institutional Journal Output
|
-0.268 | 0.154 |
|
Redundant Output
|
-0.692 | 2.716 |
The State University of Trade and Economics presents a dual profile in scientific integrity, with an overall risk score of 1.382 indicating areas that require strategic attention. The institution demonstrates exceptional governance in key areas, showing a remarkable capacity to maintain internal standards independent of national trends, particularly in its very low rates of redundant output, hyperprolific authorship, and use of institutional journals. However, this operational strength is contrasted by a critical vulnerability: a significantly high rate of publication in discontinued journals, which poses a direct threat to research quality and reputation. These findings are particularly relevant given the University's strong national standing in areas such as Agricultural and Biological Sciences, Business, Management and Accounting, and Economics, Econometrics and Finance, as per SCImago Institutions Rankings data. To fully align with its mission "to work for the present and future generations," the University must address the risk of channeling valuable research into unreliable outlets. Fulfilling this mission requires not only producing knowledge but ensuring its integrity, permanence, and positive impact, a goal that is undermined by practices that compromise the quality of the scientific record. By extending its evident strengths in research integrity to publication strategy, the University can safeguard its legacy and ensure its contributions are both excellent and enduring.
With an institutional Z-score of -0.832 compared to the national average of -0.785, the University's rate of multiple affiliations is within the expected range for its context. This alignment suggests that the institution's collaborative patterns are consistent with national norms. While multiple affiliations can sometimes be used to inflate institutional credit, the current low-risk level indicates that the University's engagement in dual appointments or partnerships is legitimate and does not signal any anomalous activity that would warrant further investigation.
The institution's Z-score for retracted publications is 0.032, closely mirroring the national average of 0.056. This parity suggests that the University's experience with retractions is part of a broader systemic pattern within the country. Retractions are complex events, and while some signify responsible correction of errors, a medium-risk level points to a shared vulnerability in pre-publication quality control mechanisms. This indicates that, like its national peers, the institution could benefit from strengthening its internal review processes to prevent the systemic failures that may lead to such outcomes.
The University demonstrates relative containment in its self-citation practices, with a Z-score of 1.171, which, while indicating a medium risk, is significantly lower than the critical national average of 4.357. This suggests that although the institution exhibits some signals of internal focus, its control mechanisms are more effective than those in the broader national system. A certain level of self-citation is natural, but the University is successfully moderating the risk of creating 'echo chambers' where work is validated without sufficient external scrutiny, thereby avoiding the severe endogamous impact inflation seen elsewhere in the country.
The institution's Z-score of 8.093 for publications in discontinued journals is a critical alert, significantly amplifying the medium-risk vulnerability already present in the national system (Z-score: 2.278). This high proportion of output in questionable channels constitutes a severe reputational threat, indicating a systemic failure in due diligence when selecting dissemination venues. It suggests that a significant portion of the University's scientific production is being channeled through media that do not meet international ethical or quality standards. This practice exposes the institution to accusations of supporting 'predatory' publishing and necessitates an urgent review of researcher training and information literacy to prevent the continued waste of resources on low-quality outlets.
With a Z-score of -0.134, the University's rate of hyper-authored output is slightly higher than the national average of -0.684, though both remain at a low-risk level. This minor deviation points to an incipient vulnerability that warrants monitoring before it escalates. While extensive author lists are legitimate in 'Big Science' collaborations, this signal suggests a need to ensure that authorship practices across all disciplines are transparent and reflect meaningful contributions, thereby preventing the potential dilution of individual accountability or the rise of 'honorary' authorships.
The University exhibits a prudent profile regarding its scientific leadership, with a Z-score of -0.237, which is more favorable than the national average of -0.159. This result indicates that the institution manages its research processes with more rigor than the national standard. A low gap suggests that the institution's scientific prestige is largely derived from its own structural capacity and intellectual leadership, rather than being dependent on external partners. This is a sign of sustainable and authentic academic strength, reflecting a healthy balance between collaborative impact and internally-driven excellence.
The institution demonstrates total operational silence in this area, with a Z-score of -1.413, indicating an absence of risk signals that is even more pronounced than the country's already very low average (-1.115). This is a clear strength, showing that the University's research culture does not foster the extreme individual publication volumes that can challenge the limits of meaningful intellectual contribution. By avoiding this risk, the institution effectively prevents potential imbalances between quantity and quality, such as coercive authorship or the assignment of credit without real participation.
The University shows a strong preventive isolation from national trends in this indicator. Its Z-score of -0.268 reflects a very low reliance on its own journals, in stark contrast to the medium-risk level (Z-score: 0.154) observed across the country. This demonstrates a commitment to external validation and global visibility. By not replicating the risk dynamics of its environment, the institution successfully avoids potential conflicts of interest and academic endogamy, ensuring its scientific production undergoes independent external peer review rather than being channeled through internal 'fast tracks'.
A Z-score of -0.692 signifies a clear environmental disconnection, as the institution maintains excellent internal governance in an area where the country faces a significant risk (Z-score: 2.716). This very low rate of redundant output indicates that the University's researchers are not engaging in 'salami slicing'—the practice of fragmenting studies into minimal publishable units to inflate productivity. This commitment to publishing complete, coherent studies strengthens the scientific record and demonstrates an integrity culture that prioritizes significant new knowledge over sheer volume, standing in commendable contrast to the national situation.
