| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.842 | 0.401 |
|
Retracted Output
|
-0.324 | 0.228 |
|
Institutional Self-Citation
|
2.857 | 2.800 |
|
Discontinued Journals Output
|
-0.254 | 1.015 |
|
Hyperauthored Output
|
-0.878 | -0.488 |
|
Leadership Impact Gap
|
-0.156 | 0.389 |
|
Hyperprolific Authors
|
-1.413 | -0.570 |
|
Institutional Journal Output
|
-0.268 | 0.979 |
|
Redundant Output
|
0.806 | 2.965 |
The National Research University of Electronic Technology presents a robust and resilient scientific integrity profile, with an overall score of -0.101 that reflects a commendable capacity to mitigate several systemic risks prevalent at the national level. The institution's primary strength lies in its operational governance, demonstrating exceptionally low-risk indicators in areas such as the Rate of Hyperprolific Authors, Output in Institutional Journals, and Output in Discontinued Journals. These results suggest a culture that prioritizes quality control and international standards. This operational soundness provides a strong foundation for its recognized thematic leadership, particularly in Chemistry, Physics and Astronomy, and Engineering, where it holds significant national rankings according to SCImago Institutions Rankings data. However, this positive outlook is critically challenged by a significant rate of institutional self-citation, which, alongside a medium risk in multiple affiliations, points to a pattern of scientific insularity. While the institution's specific mission is not localized, such endogamous practices fundamentally conflict with any ambition for global excellence and social impact, as they limit external validation and international dialogue. The university's path forward involves leveraging its clear operational strengths to dismantle these isolating behaviors, thereby ensuring its thematic excellence translates into genuine, globally recognized scientific influence.
The institution presents a Z-score of 0.842, which is notably higher than the national average of 0.401. Although both the institution and the country fall within a similar risk category, the university shows a greater propensity for this practice. This suggests a high level of exposure to the factors driving multiple affiliations. While such affiliations can be a legitimate outcome of collaboration, the institution's elevated rate compared to its national peers could signal a more strategic use of this practice, potentially as a means of "affiliation shopping" to maximize institutional credit across various outputs, a dynamic that appears more pronounced here than in the broader national context.
With a Z-score of -0.324, the institution demonstrates a significantly lower rate of retracted publications compared to the national average of 0.228. This contrast indicates a notable degree of institutional resilience, suggesting that its internal quality control mechanisms are effectively mitigating a systemic risk observed across the country. Retractions can be complex events, but a high rate often points to failures in pre-publication supervision. The university's low score is a positive signal of a healthy integrity culture, where robust methodological rigor and oversight likely prevent the kinds of errors or malpractice that lead to retractions elsewhere.
The institution's Z-score for this indicator is 2.857, slightly exceeding the already critical national average of 2.800. This positions the university as a leading contributor to a highly compromised national dynamic, representing a global red flag for its publication practices. A certain level of self-citation is natural, but these disproportionately high rates signal a concerning level of scientific isolation. This practice creates an academic 'echo chamber' where the institution's work is validated internally rather than by the broader scientific community, warning of a severe risk of endogamous impact inflation. Such a high value suggests that the institution's perceived academic influence may be significantly oversized by internal dynamics rather than genuine global recognition.
The institution exhibits a Z-score of -0.254, starkly contrasting with the national average of 1.015. This strong performance highlights the university's institutional resilience and its ability to avoid a significant pitfall common in its environment. A high proportion of publications in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels. The university's very low score indicates that its researchers are successfully navigating away from predatory or low-quality publishing venues, protecting its reputation and suggesting that its information literacy and quality assurance policies are acting as an effective filter against this national trend.
With a Z-score of -0.878, the institution maintains a more prudent profile than the national standard, which stands at -0.488. Both scores are in a low-risk range, but the university's lower value indicates that it manages its authorship processes with greater rigor than its peers. Outside of "Big Science" contexts where large author lists are normal, hyper-authorship can indicate an inflation of author lists that dilutes individual accountability. The institution's data suggests a healthier approach, effectively minimizing the risk of honorary or political authorship and promoting greater transparency in its collaborative work.
The institution's Z-score of -0.156 is a strong indicator of scientific autonomy, especially when compared to the national average of 0.389, which signals a moderate dependency risk. This demonstrates institutional resilience, as it avoids the national trend of relying on external partners for impact. A wide positive gap suggests that scientific prestige is exogenous and not structurally embedded. In contrast, this university's low score indicates that its excellence metrics are the result of genuine internal capacity and intellectual leadership, ensuring its scientific prestige is both sustainable and self-generated.
The institution's Z-score of -1.413 is in the very low-risk category, reinforcing the low-risk national average of -0.570. This result demonstrates a low-profile consistency, where the complete absence of risk signals aligns with and even improves upon the national standard. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to imbalances between quantity and quality. The university's exceptionally low score indicates a healthy research environment that discourages practices like coercive authorship or metric-chasing, thereby protecting the integrity of its scientific record.
With a Z-score of -0.268, the institution shows a near-total absence of this risk, standing in sharp contrast to the national average of 0.979. This is a clear case of preventive isolation, where the university does not replicate the problematic risk dynamics observed in its environment. Excessive dependence on in-house journals can create conflicts of interest and academic endogamy, allowing research to bypass independent external peer review. By avoiding this practice, the institution ensures its scientific production is validated through standard competitive channels, significantly strengthening its global visibility and credibility.
The institution has a Z-score of 0.806, indicating a medium-level risk. However, this is placed in the context of a critical national average of 2.965. This signifies a state of relative containment; although risk signals for redundant publication are present, the university operates with substantially more order than the national average. This indicator alerts to the practice of 'salami slicing,' where studies are fragmented into minimal units to inflate productivity. While the institution needs to monitor this behavior, its ability to moderate a risk that is severe at the national level suggests its internal controls are partially effective, though further strengthening is warranted.