| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.552 | 0.543 |
|
Retracted Output
|
0.305 | 0.570 |
|
Institutional Self-Citation
|
5.239 | 7.586 |
|
Discontinued Journals Output
|
3.847 | 3.215 |
|
Hyperauthored Output
|
-1.240 | -1.173 |
|
Leadership Impact Gap
|
3.425 | -0.598 |
|
Hyperprolific Authors
|
-1.413 | -0.673 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
2.117 | 5.115 |
Karakalpak State University presents a profile of pronounced contrasts, with an overall integrity score of 1.014 that reflects significant strengths in governance alongside critical vulnerabilities. The institution demonstrates exemplary control over authorship practices, evidenced by very low risk in multiple affiliations, hyper-authorship, hyperprolific authors, and publication in institutional journals. These strengths suggest robust internal policies that foster transparency and accountability. However, this positive foundation is challenged by significant risks in publication strategy and impact sustainability, particularly the high rates of output in discontinued journals, institutional self-citation, and a notable gap between its overall impact and the impact of research under its direct leadership. According to SCImago Institutions Rankings data, the university's key thematic strengths are concentrated in Mathematics (ranked 6th in Uzbekistan), Energy (12th), and Earth and Planetary Sciences (13th). The identified risks, especially the reliance on low-quality journals and exogenous impact, directly threaten the university's capacity to build a reputation of genuine excellence and global leadership in these core areas. To secure its long-term strategic vision, the university should leverage its proven governance capabilities to implement a rigorous publication quality framework and foster a culture of endogenous innovation, ensuring its scientific contributions are both impactful and sustainable.
The institution exhibits a Z-score of -1.552, a signal of very low risk that contrasts sharply with the national average of 0.543. This demonstrates a case of preventive isolation, where the university does not replicate the risk dynamics observed in its national environment. While multiple affiliations can be legitimate, the institution’s extremely low rate indicates strong internal governance that effectively prevents strategic attempts to inflate institutional credit or engage in “affiliation shopping,” a practice that may be more common at the national level. This control reflects a clear and transparent policy regarding how institutional affiliation is represented in its scientific output.
With a Z-score of 0.305, the institution shows a moderate risk level that is notably lower than the national average of 0.570. This suggests a differentiated management approach, where the university is more effectively moderating risks that appear to be common throughout the country. A high rate of retractions can indicate systemic failures in pre-publication quality control. In this context, the university's better-than-average performance, while still in a medium-risk zone, points to control mechanisms that, although not perfect, are more resilient than the national standard, signaling a more robust, albeit still improvable, integrity culture.
The institution's Z-score of 5.239 places it in a significant risk category, though it demonstrates more control than the critical national average of 7.586. This constitutes an attenuated alert, indicating that while the university is a global outlier, it is managing the issue with more restraint than its national peers. A certain level of self-citation is natural, but this disproportionately high rate signals a concerning level of scientific isolation or an 'echo chamber' where work is validated internally without sufficient external scrutiny. This practice creates a risk of endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than by recognition from the global scientific community.
The university's Z-score of 3.847 is a critical signal that surpasses the already high national average of 3.215. This finding represents a global red flag, as the institution not only participates in but leads the risk metrics within a country already compromised in this area. A high proportion of publications in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels. This Z-score indicates that a significant portion of the university's research is being channeled through media that fail to meet international ethical or quality standards, exposing the institution to severe reputational damage and suggesting an urgent need for information literacy to avoid wasting resources on 'predatory' or low-quality practices.
The institution registers a Z-score of -1.240, which is even lower than the country's very low-risk average of -1.173. This signifies a state of total operational silence, with an absence of risk signals that is exemplary even within a low-risk national context. While extensive author lists are legitimate in 'Big Science,' their absence here indicates that the institution effectively avoids author list inflation and the dilution of individual accountability. This points to a culture of transparency and merit in authorship, distinguishing between necessary collaboration and questionable 'honorary' practices.
A Z-score of 3.425 marks a severe discrepancy, as this significant risk level is highly atypical compared to the low-risk national average of -0.598. This wide positive gap—where global impact is high but the impact of research led by the institution is low—signals a critical sustainability risk. The data strongly suggests that the university's scientific prestige is dependent and exogenous, not structural. This finding requires a deep integrity assessment to determine whether its excellence metrics result from genuine internal capacity or from strategic positioning in collaborations where the institution does not exercise intellectual leadership, a situation that could compromise its long-term scientific autonomy.
With a Z-score of -1.413, the institution shows a complete absence of risk signals, maintaining a low-profile consistency that is more rigorous than the national average of -0.673. While the country shows some low-level signals, the university demonstrates an exemplary environment free from this risk. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution. The university's very low score indicates a healthy balance between quantity and quality, successfully mitigating risks such as coercive authorship or the assignment of credit without real participation, thereby protecting the integrity of its scientific record.
The institution's Z-score of -0.268 is identical to the national average, reflecting perfect integrity synchrony. This total alignment with an environment of maximum scientific security indicates that the university avoids excessive dependence on its own journals. In-house journals can create conflicts of interest and academic endogamy. The university’s low rate shows that its scientific production is consistently subjected to independent external peer review, which enhances its global visibility and confirms its commitment to competitive, merit-based validation rather than using internal channels as 'fast tracks' for publication.
The institution's Z-score of 2.117 indicates a medium risk level, but this figure must be seen in the context of the country's significant risk score of 5.115. This demonstrates relative containment; although risk signals for data fragmentation exist, the university operates with more order than the national average. Massive bibliographic overlap between publications often indicates 'salami slicing'—dividing a study into minimal units to inflate productivity. The university's ability to keep this practice at a moderate level, in a context where it is a critical national problem, suggests the presence of internal controls that, while not completely eliminating the issue, are successfully mitigating a wider systemic vulnerability.