| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.775 | -0.021 |
|
Retracted Output
|
15.811 | 1.173 |
|
Institutional Self-Citation
|
0.183 | -0.059 |
|
Discontinued Journals Output
|
0.935 | 0.812 |
|
Hyperauthored Output
|
-1.129 | -0.681 |
|
Leadership Impact Gap
|
-0.638 | 0.218 |
|
Hyperprolific Authors
|
1.180 | 0.267 |
|
Institutional Journal Output
|
-0.268 | -0.157 |
|
Redundant Output
|
-0.187 | -0.339 |
Capital University of Science & Technology presents a complex profile of scientific integrity, marked by significant strengths in operational governance alongside critical vulnerabilities that require immediate attention. With an overall score of 4.855, the institution demonstrates robust control in areas such as hyper-authorship and publication in institutional journals, indicating a solid foundation in certain research practices. However, this is offset by high-risk signals in the rate of retracted output, publication in discontinued journals, and hyperprolific authorship. The University's strong national standing in key thematic areas, particularly its Top 10 position in Physics and Astronomy and Top 20 in Energy according to SCImago Institutions Rankings data, provides a platform of excellence. Yet, the identified integrity risks, especially the alarmingly high retraction rate, directly challenge the institutional mission's commitment to "excellence in an ethical... environment." Addressing these vulnerabilities is not merely a matter of compliance but is fundamental to safeguarding the credibility of its scholarship and ensuring its contributions genuinely "meet the challenges of the future." A strategic focus on enhancing pre-publication quality control and promoting responsible publication practices will be crucial to align its operational reality with its stated mission.
The institution demonstrates a prudent approach to academic collaboration, with a Z-score of -0.775, which is notably lower than the national average of -0.021. This suggests that the University's processes are managed with more rigor than the national standard. While multiple affiliations can be a legitimate outcome of researcher mobility or partnerships, the University's controlled rate indicates a low risk of strategic practices aimed at artificially inflating institutional credit, reflecting a healthy and transparent collaborative ecosystem.
A critical integrity flag is raised by the institution's Z-score of 15.811 for retracted output, a figure that dramatically exceeds the already high national average of 1.173. This score positions the University as a global outlier, leading risk metrics in a country already facing challenges in this area. Retractions are complex events, but a rate this far above the global average is a severe alert to a systemic vulnerability in the institution's integrity culture. It strongly suggests that quality control mechanisms prior to publication may be failing, pointing to possible recurring malpractice or a lack of methodological rigor that requires an urgent and deep integrity assessment by management.
The University shows a moderate deviation from the national norm in its self-citation practices, with a Z-score of 0.183 against a country average of -0.059. This indicates a greater sensitivity to risk factors than its peers. While a certain level of self-citation is natural, this elevated rate can signal concerning scientific isolation or 'echo chambers.' It warns of a potential risk of endogamous impact inflation, suggesting that the institution's academic influence may be disproportionately shaped by internal dynamics rather than broader recognition from the global scientific community.
With a Z-score of 0.935, slightly above the national average of 0.812, the institution shows a high exposure to the risks associated with publishing in discontinued journals. This pattern suggests the center is more prone to these alert signals than its environment. A high proportion of output in such journals is a critical alert regarding due diligence in selecting dissemination channels. This Z-score indicates that a significant portion of scientific production is being channeled through media that may not meet international ethical or quality standards, exposing the institution to severe reputational risks and suggesting an urgent need for information literacy to avoid wasting resources on 'predatory' or low-quality practices.
The institution maintains a very low-risk profile in hyper-authored publications, with a Z-score of -1.129 compared to the country's score of -0.681. This absence of risk signals aligns with the national standard, demonstrating low-profile consistency. This indicates that the University's research output is not characterized by inflated author lists, a practice that can dilute individual accountability. The data suggests that authorship is generally assigned transparently and appropriately, distinguishing legitimate large-scale collaboration from questionable 'honorary' authorship practices.
The University displays strong institutional resilience in its research impact, with a Z-score of -0.638, contrasting favorably with the national average of 0.218. This indicates that the institution's control mechanisms appear to successfully mitigate systemic national risks related to impact dependency. A wide positive gap can signal that prestige is dependent on external partners, but this institution's negative score suggests its scientific prestige is structural and results from genuine internal capacity, reflecting strong intellectual leadership in its published work.
The institution exhibits a high exposure to risks associated with hyperprolific authors, with a Z-score of 1.180 that is significantly higher than the national average of 0.267. This suggests the center is more prone to showing alert signals than its environment. While high productivity can reflect leadership, extreme individual publication volumes often challenge the limits of meaningful intellectual contribution. This indicator alerts to potential imbalances between quantity and quality, pointing to risks such as coercive authorship or the assignment of authorship without real participation—dynamics that prioritize metrics over the integrity of the scientific record.
The University demonstrates total operational silence regarding the use of its own journals for publication, with a Z-score of -0.268, which is even lower than the country's very low average of -0.157. This absence of risk signals is exemplary. Excessive dependence on in-house journals can raise conflicts of interest and bypass external peer review. This institution's extremely low rate indicates a strong commitment to seeking validation from the independent, global scientific community, thereby avoiding academic endogamy and enhancing the international visibility and credibility of its research.
An incipient vulnerability is detected in the area of redundant publications. The institution's Z-score of -0.187, while low, is higher than the national average of -0.339, indicating signals that warrant review before they escalate. Massive bibliographic overlap between publications can indicate 'salami slicing,' where a study is fragmented to artificially inflate productivity. While the current level is not alarming, this slight upward trend compared to the national context suggests a need for vigilance to ensure that the pursuit of publication volume does not compromise the generation of significant new knowledge.
