| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.138 | 0.543 |
|
Retracted Output
|
-0.230 | 0.570 |
|
Institutional Self-Citation
|
9.006 | 7.586 |
|
Discontinued Journals Output
|
1.619 | 3.215 |
|
Hyperauthored Output
|
-1.267 | -1.173 |
|
Leadership Impact Gap
|
-2.181 | -0.598 |
|
Hyperprolific Authors
|
-1.413 | -0.673 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
1.588 | 5.115 |
Navoi State University of Mining and Technologies demonstrates a commendable overall integrity profile, marked by significant strengths in operational governance and author-level practices. The institution exhibits very low risk in critical areas such as Multiple Affiliations, Hyper-Authored Output, Hyperprolific Authors, and Output in Institutional Journals, indicating robust internal policies that promote transparency and genuine academic contribution. However, this strong foundation is contrasted by critical vulnerabilities, most notably a significant risk in Institutional Self-Citation, which exceeds an already high national average. This, combined with medium risks in Redundant Output and publication in Discontinued Journals, points to a potential disconnect between internal productivity metrics and external validation and quality assurance. According to SCImago Institutions Rankings data, the university's thematic strengths lie in Earth and Planetary Sciences, Energy, and Environmental Science. While the institution's mission statement was not available for this analysis, the identified risks—particularly the tendency towards academic endogamy and channeling work through low-quality venues—could fundamentally undermine any mission centered on achieving global excellence, societal impact, or responsible research. To secure its long-term reputation and align its practices with its clear thematic potential, it is recommended that the university undertakes a targeted review of its citation and publication strategies, reinforcing its commitment to externally validated, high-quality scientific discourse.
The institution presents a Z-score of -1.138, in stark contrast to the national average of 0.543. This result indicates a state of preventive isolation, where the university successfully avoids the risk dynamics prevalent in its national environment. The complete absence of problematic signals suggests that the institution maintains rigorous and clear policies regarding researcher affiliations. While multiple affiliations can be legitimate, the university's profile shows no signs of their strategic use to inflate institutional credit or engage in “affiliation shopping,” reflecting a commendable focus on substantive collaboration over metric enhancement.
With a Z-score of -0.230 compared to the national average of 0.570, the institution demonstrates notable resilience. This low-risk score, set against a medium-risk national context, suggests that its internal control mechanisms are effectively mitigating the systemic vulnerabilities seen elsewhere. Retractions can sometimes signal responsible error correction, but a low rate like this primarily indicates that the university's quality control and supervision processes prior to publication are robust, preventing the types of methodological flaws or potential malpractice that might otherwise lead to a higher retraction rate.
The institution's Z-score of 9.006 is a critical red flag, significantly exceeding the already high national average of 7.586. This score indicates that the university is not just participating in but is a leader in a high-risk practice within a compromised national system. A certain level of self-citation is natural, but this disproportionately high rate signals a severe risk of an 'echo chamber' where the institution validates its own work without sufficient external scrutiny. This dynamic points to concerning scientific isolation and suggests that the institution's academic influence may be oversized by internal dynamics rather than by recognition from the global community, a practice that urgently requires strategic review.
The institution shows a Z-score of 1.619, while the national average stands at a critical 3.215. This reflects a scenario of relative containment; although a medium-risk signal is present, the university operates with more order and diligence than the national trend. A high proportion of output in such journals is a critical alert regarding the selection of dissemination channels. The institution's moderate score indicates that while some scientific production is being channeled through media that may not meet international ethical or quality standards, it is successfully avoiding the more severe systemic issue seen at the country level. This still exposes the institution to reputational risks and suggests a need to enhance information literacy to prevent wasting resources on low-quality practices.
With a Z-score of -1.267, which is even lower than the national average of -1.173, the institution demonstrates total operational silence in this area. This exceptionally low score indicates a complete absence of risk signals related to inflated author lists. It points to a healthy and transparent authorship culture, where credit is assigned based on genuine contribution, and practices like 'honorary' or political authorship are effectively prevented. This maintains clear individual accountability and reinforces the integrity of the university's research record.
The institution's Z-score of -2.181 is significantly lower than the national average of -0.598, signaling a very low-risk profile. This demonstrates low-profile consistency and a strong foundation of scientific autonomy. A wide positive gap can suggest that an institution's prestige is dependent on external partners rather than its own capabilities. The university's negative score indicates the opposite: its scientific impact is driven by research where it exercises intellectual leadership. This is a sign of sustainable, structural excellence built on real internal capacity.
The institution registers a Z-score of -1.413, well below the national average of -0.673. This reflects a consistent and low-risk profile, indicating the absence of authors with extreme publication volumes. This is a positive sign of a healthy balance between quantity and quality. It suggests the institutional culture values meaningful intellectual contribution over sheer productivity, effectively controlling for 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, indicating perfect integrity synchrony within an environment of maximum scientific security. This complete absence of risk demonstrates a clear commitment to external validation. By not relying on in-house journals, the university avoids potential conflicts of interest and academic endogamy, where production might bypass independent peer review. This practice ensures its research is subjected to global standards, enhancing its visibility and credibility.
With a Z-score of 1.588 against a critical national average of 5.115, the institution achieves relative containment of a significant national issue. The medium-risk score indicates that some instances of data fragmentation may exist, but the university is clearly implementing more effective controls than its peers. This practice, where studies are divided into minimal publishable units to inflate productivity, distorts scientific evidence. The institution's better-than-average performance suggests a partial mitigation of this risk, though it remains an area that warrants attention to further encourage the publication of comprehensive, high-impact studies.