| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.640 | 0.543 |
|
Retracted Output
|
-0.146 | 0.570 |
|
Institutional Self-Citation
|
6.022 | 7.586 |
|
Discontinued Journals Output
|
2.422 | 3.215 |
|
Hyperauthored Output
|
-1.257 | -1.173 |
|
Leadership Impact Gap
|
-1.751 | -0.598 |
|
Hyperprolific Authors
|
-1.413 | -0.673 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
5.567 | 5.115 |
Tashkent University of Information Technologies demonstrates a strong and commendable profile in scientific integrity, with an overall score of 0.638, marked by exceptional performance in several key areas. The institution exhibits very low risk in hyper-authored output, impact dependency, hyperprolific authorship, and use of institutional journals, indicating robust internal governance and a healthy research culture. However, this positive landscape is contrasted by significant alerts in the Rate of Institutional Self-Citation and the Rate of Redundant Output, where the university's metrics are critically high. Thematically, the university holds a strong national position according to SCImago Institutions Rankings data, particularly in Computer Science (ranked 4th in Uzbekistan), Engineering (4th), and Physics and Astronomy (5th). These areas of academic strength are foundational to its mission of achieving "international recognition" and contributing to societal benefit. Yet, the identified risks of academic endogamy and publication fragmentation directly challenge this vision, as they can erode external credibility and prioritize volume over the substantive scientific advancement needed to serve humanity. To fully realize its potential as a leading institution, it is recommended that the university leverage its evident strengths in research integrity to implement targeted interventions that curb these specific high-risk practices, thereby ensuring its operational conduct aligns perfectly with its aspirational goals.
The institution presents a Z-score of -0.640, a figure that signals a low-risk profile and contrasts sharply with the national average of 0.543, which falls into a medium-risk category. This disparity suggests the presence of effective institutional resilience, where internal control mechanisms appear to successfully mitigate the systemic risks observed across the country. While multiple affiliations can be legitimate, the university's low rate indicates a well-managed environment that avoids strategic attempts to inflate institutional credit or engage in “affiliation shopping,” thereby maintaining clear and transparent academic attributions.
With a Z-score of -0.146, the institution demonstrates a low rate of retractions, performing significantly better than the national context, where the Z-score of 0.570 indicates a medium level of risk. This reflects a notable degree of institutional resilience. The data suggests that the university's quality control mechanisms prior to publication are robust and effective, preventing the systemic failures that may be occurring elsewhere. This low rate is a positive sign of a healthy integrity culture and rigorous methodological supervision, protecting the institution from the reputational damage associated with recurring malpractice.
The university's Z-score for this indicator is 6.022, a significant value that, while high, is notably lower than the national average of 7.586. This situation represents an attenuated alert; the institution is an outlier on a global scale but shows more control than the critical national average. Nonetheless, such a high score is a serious warning of potential scientific isolation or the formation of 'echo chambers' where work is validated without sufficient external scrutiny. This practice carries the risk of creating an endogamous impact, suggesting that the institution's academic influence may be oversized by internal dynamics rather than by recognition from the global community.
The institution registers a Z-score of 2.422 (medium risk), which indicates a degree of relative containment when compared to the country's significant-risk Z-score of 3.215. Although risk signals are present, the university appears to operate with more order than the national average in selecting publication venues. However, a medium-risk score is still a critical alert regarding due diligence. It indicates that a portion of its 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 enhanced information literacy to avoid 'predatory' practices.
With a Z-score of -1.257, the institution demonstrates a total operational silence in this area, performing even better than the country's already very low-risk average of -1.173. This absence of risk signals is an exemplary indicator of sound authorship practices. It confirms that the university is not engaging in author list inflation, thereby ensuring that individual accountability and transparency in collaborative work are maintained and that authorship is awarded based on genuine intellectual contribution.
The institution's Z-score of -1.751 is in the very low-risk category, showing a much healthier profile than the national low-risk average of -0.598. This low-profile consistency is a strong positive signal. It demonstrates that the university's scientific prestige is not dependent on external partners but is driven by its own structural capacity. The impact of research led by the institution is robust, indicating true intellectual leadership and a sustainable model for building academic excellence from within.
The university shows a Z-score of -1.413, placing it in the very low-risk category and well below the national low-risk benchmark of -0.673. This low-profile consistency points to a healthy and balanced research environment. The absence of extreme individual publication volumes suggests that the institution successfully mitigates risks such as coercive authorship or the assignment of credit without real participation, fostering a culture that prioritizes the quality and integrity of the scientific record over sheer quantity.
The institution's Z-score of -0.268 is identical to the national average, reflecting perfect integrity synchrony within a very low-risk environment. This alignment demonstrates that the university avoids dependence on its own journals for publication, ensuring its research output is subjected to independent, external peer review. By doing so, it effectively prevents conflicts of interest and academic endogamy, which in turn maximizes the global visibility and competitive validation of its scientific work.
This indicator represents a global red flag for the institution. Its Z-score of 5.567 is not only in the significant risk category but also surpasses the already highly compromised national average of 5.115. This exceptionally high value is a critical alert for the widespread practice of data fragmentation, or 'salami slicing,' where studies are divided into minimal publishable units to artificially inflate productivity metrics. This dynamic distorts the available scientific evidence and suggests an urgent need to review institutional incentives that may be prioritizing publication volume over the generation of significant and coherent new knowledge.
