| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.227 | 0.543 |
|
Retracted Output
|
2.521 | 0.570 |
|
Institutional Self-Citation
|
3.196 | 7.586 |
|
Discontinued Journals Output
|
1.426 | 3.215 |
|
Hyperauthored Output
|
-0.981 | -1.173 |
|
Leadership Impact Gap
|
1.380 | -0.598 |
|
Hyperprolific Authors
|
-1.413 | -0.673 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
2.574 | 5.115 |
Tashkent State University of Economics demonstrates a complex profile, with an overall risk score of 1.159 that reflects both significant strengths in research governance and critical vulnerabilities requiring immediate attention. The institution excels in maintaining very low-risk levels for hyperprolific authorship and publication in institutional journals, indicating robust individual and editorial controls. However, this is contrasted by significant alerts in the rates of retracted output, institutional self-citation, and redundant publications. Thematically, the university holds a leadership position within Uzbekistan, ranking first in Business, Management and Accounting, and Economics, Econometrics and Finance, and second in key areas like Engineering and Social Sciences, according to SCImago Institutions Rankings data. This strong academic standing directly conflicts with the identified integrity risks. To fulfill its mission of "PREPARING FUTURE LEADERS" and contributing to economic development through "science, education and innovation," the university must address these vulnerabilities. The current high-risk signals threaten to undermine the perceived value of its scientific contributions and contradict the principles of excellence and social responsibility inherent in its mission. A strategic focus on enhancing pre-publication quality control and fostering a culture of external validation is essential to align its operational practices with its ambitious vision.
With an institutional Z-score of -0.227 compared to the national average of 0.543, the university demonstrates notable institutional resilience. This suggests that its internal control mechanisms are effectively mitigating the systemic risks related to affiliation practices that are more prevalent at the national level. While multiple affiliations can be legitimate, the university's low rate indicates it is successfully avoiding the dynamics that can lead to strategic attempts to inflate institutional credit or "affiliation shopping," thereby maintaining clear and transparent academic attributions.
The institution's Z-score of 2.521 marks a significant concern, especially when contrasted with the country's medium-risk score of 0.570. This disparity indicates a risk accentuation, where the university appears to amplify vulnerabilities present in the national system. A rate this far above the average is a critical alert that quality control mechanisms prior to publication may be failing systemically. This suggests a vulnerability in the institution's integrity culture, pointing to possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to safeguard its scientific reputation.
The university presents an attenuated alert, with a Z-score of 3.196 in an environment where the national average is a critical 7.586. Although the institution is a global outlier in this metric, it demonstrates more control than the national trend. Nevertheless, this significant rate signals a risk of operating within a scientific 'echo chamber' where work is validated internally without sufficient external scrutiny. This practice can lead to an endogamous inflation of impact, suggesting that the institution's academic influence may be oversized by internal dynamics rather than by recognition from the global community.
With a Z-score of 1.426 against a national average of 3.215, the institution demonstrates relative containment of a widespread national issue. While risk signals for publishing in questionable outlets exist, the university operates with more order and diligence than the national average. However, a medium-risk score still indicates that a portion of its scientific production is being channeled through media that may not meet international ethical or quality standards. This exposes the institution to reputational risks and suggests a continued need for improved information literacy to avoid predatory or low-quality practices.
The institution's Z-score of -0.981 indicates a slight divergence from the country's very low-risk score of -1.173. This suggests the emergence of nascent risk signals that are not apparent in the rest of the country. While the current level is low and not alarming, it warrants monitoring. In fields outside of "Big Science," a growing rate can indicate author list inflation, which dilutes individual accountability. This signal serves as a prompt to ensure that authorship practices remain transparent and distinguish between necessary collaboration and honorary inclusions.
The university's Z-score of 1.380 represents a moderate deviation from the national Z-score of -0.598, indicating a greater sensitivity to this risk factor than its peers. This wide positive gap, where overall impact is significantly higher than the impact of research led by the institution, signals a potential sustainability risk. It suggests that the university's scientific prestige may be dependent and exogenous, stemming from strategic positioning in collaborations where it does not exercise intellectual leadership rather than from its own structural capacity for high-impact research.
The institution's Z-score of -1.413 is well below the national average of -0.673, demonstrating low-profile consistency in a low-risk environment. The complete absence of signals for hyperprolific authors aligns with and even improves upon the national standard. This indicates a healthy institutional balance between quantity and quality, with no evidence of the potential imbalances, coercive authorship, or other integrity risks that can arise from extreme individual publication volumes.
With a Z-score of -0.268, identical to the national average, the institution exhibits perfect integrity synchrony. This total alignment with an environment of maximum scientific security indicates that there is no over-reliance on in-house journals. The university avoids the potential conflicts of interest and academic endogamy that can arise when an institution acts as both judge and party in the publication process, ensuring its research undergoes independent external peer review and maintains global visibility.
The institution's Z-score of 2.574, while significant, represents an attenuated alert within a country facing a critical average of 5.115. This indicates that while the university is an outlier on a global scale, it exercises more control over this issue than the national average. Nonetheless, a high value remains a serious concern, alerting to the practice of dividing coherent studies into minimal publishable units to artificially inflate productivity. This 'salami slicing' distorts the scientific evidence and overburdens the review system, prioritizing volume over the generation of significant new knowledge.
