| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.653 | 2.187 |
|
Retracted Output
|
-0.531 | 0.849 |
|
Institutional Self-Citation
|
0.097 | 0.822 |
|
Discontinued Journals Output
|
1.328 | 0.680 |
|
Hyperauthored Output
|
-1.033 | -0.618 |
|
Leadership Impact Gap
|
-0.486 | -0.159 |
|
Hyperprolific Authors
|
-1.413 | 0.153 |
|
Institutional Journal Output
|
-0.268 | -0.130 |
|
Redundant Output
|
0.883 | 0.214 |
Modern University for Technology and Information presents a balanced scientific integrity profile, with an overall risk score of -0.023 that indicates general alignment with expected standards. The institution demonstrates significant strengths in core areas of research ethics, showing very low risk in the Rate of Retracted Output, Rate of Hyperprolific Authors, and Rate of Output in Institutional Journals, suggesting robust internal quality controls and a culture that prioritizes accountability. However, areas of vulnerability emerge in publication practices, specifically a high exposure to publishing in discontinued journals and a tendency towards redundant output (salami slicing). According to SCImago Institutions Rankings data, the university shows notable research capacity in key scientific fields such as Pharmacology, Toxicology and Pharmaceutics; Biochemistry, Genetics and Molecular Biology; and Medicine. These identified risks, particularly those related to publication quality, directly challenge the university's mission to provide a "quality of education" and prepare students to "work efficiently and competently." Engaging with low-quality journals or fragmenting research undermines the pursuit of excellence and can tarnish the institutional reputation that is foundational to its educational promise. A strategic focus on enhancing researcher training in publication ethics and selection of high-quality dissemination channels is recommended to mitigate these risks, thereby reinforcing its mission and solidifying its academic standing.
The institution's Z-score for this indicator is 0.653, while the national average is considerably higher at 2.187. Although both the university and the country operate within a medium-risk context for this indicator, the institution demonstrates a more controlled and moderate approach. This suggests a differentiated management strategy that successfully moderates the risk of strategic affiliation practices that appear more common at the national level. While multiple affiliations are often a legitimate result of collaboration, the university's lower rate indicates a healthier pattern, reducing the likelihood of "affiliation shopping" or artificial inflation of institutional credit compared to its peers.
With a Z-score of -0.531, the institution shows a very low rate of retracted publications, a figure that stands in stark contrast to the national average of 0.849, which falls into a medium-risk category. This disparity highlights a successful preventive isolation, where the university does not replicate the risk dynamics observed in its environment. This excellent result suggests that the institution's quality control mechanisms and pre-publication supervision are highly effective. The near absence of these events, which can signal recurring malpractice or a lack of methodological rigor, points to a strong and resilient culture of integrity that effectively safeguards its scientific record.
The university's Z-score for institutional self-citation is 0.097, markedly lower than the national average of 0.822. Both scores fall within the medium-risk band, but the institution's value is substantially more moderate, indicating a differentiated management of this risk. This lower rate suggests that the university is less prone to operating in a scientific 'echo chamber' than its national counterparts. By avoiding disproportionately high rates of self-validation, the institution ensures its work is subject to broader external scrutiny, mitigating the risk of endogamous impact inflation and demonstrating that its academic influence is more likely derived from genuine recognition by the global community rather than internal dynamics.
The institution exhibits a Z-score of 1.328 for publications in discontinued journals, a figure that is almost double the national average of 0.680. This comparison reveals a high exposure to this risk, indicating the university is more prone to this issue than its peers, even within a shared medium-risk environment. This elevated rate constitutes a critical alert regarding the due diligence exercised in selecting dissemination channels. It suggests that a significant portion of the university's scientific output is being channeled through media that fail to meet international ethical or quality standards, exposing the institution to severe reputational risks and signaling an urgent need for enhanced information literacy to avoid wasting resources on 'predatory' or low-quality practices.
With a Z-score of -1.033, the institution maintains a low rate of hyper-authored output, performing more rigorously than the national standard, which has a score of -0.618. This prudent profile suggests that the university's authorship practices are well-managed and less susceptible to inflation. In fields where extensive author lists are not the norm, a low score like this indicates a healthy approach to crediting contributions, effectively distinguishing between necessary large-scale collaboration and questionable 'honorary' authorship, thereby promoting individual accountability and transparency in its research.
The institution's Z-score for this indicator is -0.486, reflecting a smaller gap than the national average of -0.159. This demonstrates a prudent and sustainable profile, as the university manages its research impact with more rigor than the national standard. A low value in this indicator is a positive sign, suggesting that the institution's scientific prestige is not overly dependent on external partners where it does not exercise intellectual leadership. This reflects a strong internal capacity for generating impactful research, ensuring that its excellence metrics are structural and sustainable rather than reliant on exogenous collaborations.
The university's Z-score of -1.413 indicates a very low incidence of hyperprolific authors, positioning it as a clear positive outlier compared to the national average of 0.153, which sits in the medium-risk range. This demonstrates a state of preventive isolation, where the institution effectively avoids the risk dynamics present in the broader national context. This low rate suggests a healthy balance between quantity and quality in its research environment, successfully mitigating risks such as coercive authorship or the assignment of credit without meaningful intellectual contribution, and reinforcing a culture that prioritizes the integrity of the scientific record over sheer publication volume.
The institution shows a Z-score of -0.268 for output in its own journals, which is even lower than the already minimal national average of -0.130. This signifies a state of total operational silence on this risk indicator. The near-complete absence of this practice, even below the national baseline, is a strong positive signal. It demonstrates a firm commitment to independent external peer review and global visibility, effectively eliminating any potential conflicts of interest where the institution might act as both judge and party. This approach ensures that its scientific production is validated through standard competitive channels, avoiding any perception of academic endogamy or the use of internal journals as 'fast tracks' to inflate publication counts.
With a Z-score of 0.883, the institution's rate of redundant output is significantly higher than the national average of 0.214. This indicates a high exposure to this risk, suggesting the university is more prone to this practice than its national peers. This elevated value serves as an alert for 'salami slicing,' where a single coherent study may be fragmented into minimal publishable units to artificially inflate productivity metrics. This practice not only distorts the available scientific evidence but also overburdens the peer-review system, signaling a need to reinforce policies that prioritize the publication of significant new knowledge over sheer volume.