| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.499 | 0.401 |
|
Retracted Output
|
0.840 | 0.228 |
|
Institutional Self-Citation
|
2.945 | 2.800 |
|
Discontinued Journals Output
|
4.123 | 1.015 |
|
Hyperauthored Output
|
-1.259 | -0.488 |
|
Leadership Impact Gap
|
-1.050 | 0.389 |
|
Hyperprolific Authors
|
-1.225 | -0.570 |
|
Institutional Journal Output
|
-0.268 | 0.979 |
|
Redundant Output
|
5.185 | 2.965 |
Samara State Technical University presents a profile of pronounced contrasts, combining exceptional governance in authorship and collaboration with critical vulnerabilities in its publication strategy. With an overall integrity score of 1.168, the institution demonstrates significant strengths, particularly in its very low-risk indicators for hyper-authorship, hyper-prolificacy, intellectual leadership, and use of institutional journals. These strengths align with its research excellence in key thematic areas identified by SCImago Institutions Rankings, including national top-tier rankings in Mathematics (33rd), Computer Science (35th), Physics and Astronomy (35th), and Energy (37th). However, this positive foundation is severely undermined by significant-risk alerts in institutional self-citation, publication in discontinued journals, and redundant output, which exceed even the high national averages. These practices directly threaten the university's mission to achieve "regional development" and solve "challenges of the future," as they compromise the credibility and external validation of its research. To fully realize its ambitious vision, the university must leverage its clear internal strengths in authorship integrity to implement a rigorous quality control framework, ensuring its publication practices reflect the same standard of excellence as its scientific capabilities.
The institution's Z-score of -0.499 contrasts favorably with the national average of 0.401. This difference suggests a high degree of institutional resilience, as the university's control mechanisms appear to successfully mitigate systemic risks related to affiliation practices that are more common at the national level. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the university's prudent profile indicates it is not engaging in strategic attempts to inflate institutional credit or "affiliation shopping," thereby maintaining a clear and transparent representation of its collaborative footprint.
With a Z-score of 0.840, the institution shows a higher risk exposure compared to the national average of 0.228. This moderate deviation indicates a greater sensitivity to factors leading to retractions than its national peers. Retractions are complex events, and while some signify responsible supervision, a rate significantly higher than the norm suggests that quality control mechanisms prior to publication may be facing systemic challenges. This vulnerability in the institution's integrity culture warrants immediate qualitative verification to determine if it stems from recurring malpractice or a lack of methodological rigor.
The institution's Z-score of 2.945 is a global red flag, positioning it as a leader in this risk metric within a national context that is already highly compromised (country average: 2.800). 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 extreme value warns of severe 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, a situation requiring urgent review.
The institution's Z-score of 4.123 represents a critical alert, significantly accentuating the vulnerabilities present in the national system (country average: 1.015). This high proportion of publications in discontinued journals indicates a systemic failure in due diligence when selecting dissemination channels. Such a high Z-score means a significant portion of scientific production is being channeled through media that do not meet international ethical or quality standards, exposing the institution to severe reputational risks and signaling an urgent need for information literacy initiatives to prevent the waste of resources on 'predatory' or low-quality practices.
The institution demonstrates a very low-risk profile with a Z-score of -1.259, which is well below the national average of -0.488. This low-profile consistency shows that the university’s authorship practices are in line with international standards of integrity. The absence of risk signals indicates that its collaborative patterns are appropriate for its disciplinary context and do not show signs of author list inflation or the dilution of individual accountability through 'honorary' or political authorship, reflecting a culture of transparency and responsible credit attribution.
With a Z-score of -1.050, the institution shows a strong and positive profile of preventive isolation from the national trend (country average: 0.389). A wide positive gap can signal a dependency on external partners for impact, but this institution’s negative score indicates the opposite: its scientific prestige is structural and driven by research where it exercises intellectual leadership. This result confirms that the university's excellence metrics are derived from genuine internal capacity, demonstrating a sustainable and independent research ecosystem.
The institution's Z-score of -1.225 is firmly in the very low-risk category, contrasting with the national average of -0.570. This low-profile consistency demonstrates a healthy balance between productivity and quality. The data show no evidence of extreme individual publication volumes that would challenge the limits of meaningful intellectual contribution. This absence of risk signals suggests the institution fosters a culture that avoids potential issues like coercive authorship or the assignment of credit without real participation, prioritizing the integrity of the scientific record over the inflation of metrics.
The institution's Z-score of -0.268 indicates a very low-risk profile, demonstrating a preventive isolation from the risk dynamics observed nationally (country average: 0.979). By minimizing its reliance on in-house journals, the university effectively avoids potential conflicts of interest and academic endogamy, where production might bypass independent external peer review. This commitment to external validation strengthens the credibility of its research, enhances its global visibility, and confirms that internal channels are not used as 'fast tracks' to inflate CVs without standard competitive scrutiny.
The institution's Z-score of 5.185 is a global red flag, indicating it leads this critical risk metric in a country already facing significant challenges (country average: 2.965). This extremely high value alerts to the widespread practice of dividing coherent studies into minimal publishable units to artificially inflate productivity metrics. This dynamic of 'salami slicing' distorts the available scientific evidence and overburdens the peer-review system. Such a severe signal suggests an urgent need to re-evaluate research assessment criteria to prioritize significant new knowledge over sheer publication volume.
