| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.514 | 0.543 |
|
Retracted Output
|
0.765 | 0.570 |
|
Institutional Self-Citation
|
10.694 | 7.586 |
|
Discontinued Journals Output
|
1.098 | 3.215 |
|
Hyperauthored Output
|
-1.401 | -1.173 |
|
Leadership Impact Gap
|
-2.754 | -0.598 |
|
Hyperprolific Authors
|
-1.413 | -0.673 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
7.683 | 5.115 |
Namangan Engineering and Technology Institute presents a profile of pronounced contrasts, combining areas of exceptional integrity with critical vulnerabilities that require immediate strategic attention. The institution's overall performance is marked by significant strengths in governance-related indicators, including a near-total absence of risks associated with hyper-authorship, hyper-prolificacy, multiple affiliations, and impact dependency. These strengths provide a solid foundation for research integrity. However, this positive picture is severely compromised by significant risk levels in Institutional Self-Citation and Redundant Output, suggesting systemic issues with citation practices and a focus on publication volume over substance. According to SCImago Institutions Rankings data, the Institute demonstrates notable thematic capacity in areas such as Physics and Astronomy (ranked 7th nationally), Energy (18th), and Environmental Science (20th). The identified integrity risks, particularly the patterns of self-validation and data fragmentation, directly challenge the pursuit of genuine academic excellence and social responsibility, potentially undermining the credibility of its contributions in these key fields. A targeted intervention to reform publication and citation culture is essential to align its operational practices with its strategic academic potential.
The institution's Z-score of -1.514 for the Rate of Multiple Affiliations contrasts sharply with the national average of 0.543. This demonstrates a case of preventive isolation, where the center successfully avoids risk dynamics that are prevalent in its national environment. While multiple affiliations are often a legitimate result of collaboration, disproportionately high rates, as suggested by the national trend, can signal strategic attempts to inflate institutional credit. The Institute’s very low score indicates robust internal governance and clear policies on author affiliations, effectively preventing practices like “affiliation shopping” and ensuring that institutional credit is claimed with integrity.
With a Z-score of 0.765, the institution's Rate of Retracted Output is higher than the national average of 0.570, indicating a high exposure to this risk factor compared to its peers. Retractions are complex events, but a rate significantly higher than the norm suggests that pre-publication quality control mechanisms may be failing systemically. This elevated score serves as an alert to a potential 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 prevent further incidents.
The institution exhibits a critical Z-score of 10.694 in the Rate of Institutional Self-Citation, significantly exceeding the already high national average of 7.586. This constitutes a global red flag, positioning the center as a leader in risk metrics within a country already highly compromised in this area. A certain level of self-citation is natural, but this disproportionately high rate signals a concerning scientific isolation or an 'echo chamber' where work is validated without sufficient external scrutiny. This practice creates a severe risk of endogamous impact inflation, suggesting the institution's academic influence may be artificially oversized by internal dynamics rather than by recognition from the global scientific community.
The Institute shows a Z-score of 1.098 for its Rate of Output in Discontinued Journals, which, while indicating a medium risk, demonstrates relative containment when compared to the critical national average of 3.215. This suggests that although some risk signals are present, the institution operates with more order and diligence than the national standard. A high proportion of output in such journals is a critical alert regarding the selection of dissemination channels. The Institute’s more moderate score indicates it is partially mitigating the national trend, but there is still a need to reinforce information literacy to completely avoid channeling resources into 'predatory' or low-quality publications that carry severe reputational risks.
In the Rate of Hyper-Authored Output, the institution records a Z-score of -1.401, reflecting total operational silence on this indicator and performing even better than the low-risk national average of -1.173. This exceptional result indicates a complete absence of signals related to the inflation of author lists. It points to a strong institutional culture where authorship is assigned based on meaningful contribution, ensuring individual accountability and transparency. This practice distinguishes the Institute from environments where 'honorary' or political authorships might dilute the value of scientific work.
The institution's Z-score for the Gap between its total impact and the impact of its led output is -2.754, a very low-risk value that is significantly stronger than the country's low-risk average of -0.598. This low-profile consistency demonstrates that the institution's scientific prestige is not dependent on external partners but is driven by its own structural capacity. A wide positive gap can signal a sustainability risk where excellence is exogenous. In contrast, the Institute’s score indicates that its high-impact research results from genuine internal capabilities and intellectual leadership, reflecting a robust and self-sufficient research ecosystem.
With a Z-score of -1.413 for the Rate of Hyperprolific Authors, the institution shows an absence of risk signals that is consistent with, and even stronger than, the low-risk national standard (-0.673). Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and often point to imbalances between quantity and quality. The Institute’s very low score in this area is a positive indicator of a healthy research environment, suggesting a focus on substantive work over metric inflation and avoiding risks such as coercive authorship or the assignment of credit without real participation.
The institution's Z-score for the Rate of Output in Institutional Journals is -0.268, showing perfect integrity synchrony with the national average, which is also -0.268. This total alignment in a very low-risk environment demonstrates a shared commitment to seeking external, independent peer review. By avoiding excessive dependence on in-house journals, the institution mitigates potential conflicts of interest and the risk of academic endogamy. This practice enhances the global visibility and competitive validation of its research, ensuring its work is assessed against international standards rather than being fast-tracked through internal channels.
The institution's Z-score for the Rate of Redundant Output is an alarming 7.683, making it a global red flag as it significantly surpasses the critical national average of 5.115. This score indicates that the institution leads in a high-risk practice within an already compromised national system. Such a high value is a strong alert for 'salami slicing'—the practice of dividing a coherent study into minimal publishable units to artificially inflate productivity. This behavior not only distorts the available scientific evidence and overburdens the review system but also signals a culture that may prioritize publication volume over the generation of significant new knowledge.
