| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
3.814 | 0.236 |
|
Retracted Output
|
-0.334 | -0.094 |
|
Institutional Self-Citation
|
-0.542 | 0.385 |
|
Discontinued Journals Output
|
0.016 | -0.231 |
|
Hyperauthored Output
|
0.339 | -0.212 |
|
Leadership Impact Gap
|
-0.836 | 0.199 |
|
Hyperprolific Authors
|
-1.413 | -0.739 |
|
Institutional Journal Output
|
-0.268 | 0.839 |
|
Redundant Output
|
-1.186 | -0.203 |
Universidade Cidade de Sao Paulo demonstrates a robust foundation in scientific integrity, reflected by an overall risk score of 0.005. The institution's primary strengths lie in its exceptional control over authorship and publication practices, with very low risk signals in the rates of hyperprolific authors, redundant output, output in institutional journals, and a minimal gap between its overall impact and the impact of research it leads. These indicators point to a culture that values organic growth and intellectual leadership. However, this solid profile is contrasted by a significant risk in the Rate of Multiple Affiliations, which amplifies a national vulnerability, and moderate risks in Hyper-Authored Output and publication in discontinued journals. According to SCImago Institutions Rankings data, the university shows notable research activity in areas such as Earth and Planetary Sciences and Physics and Astronomy. To fully align with its mission of providing "quality" research and contributing to the "integral formation" of professionals, it is crucial to address the identified risks. Practices that could be perceived as inflating metrics, such as excessive multiple affiliations, may undermine the credibility of its scientific products and contradict the core value of excellence. By focusing on mitigating these specific vulnerabilities, the university can leverage its strong integrity base to ensure its research contributions are both impactful and unimpeachable.
The institution presents a Z-score of 3.814, a value that is critically higher than the national average of 0.236 for Brazil. This disparity suggests that the university is not only participating in a national trend but is significantly amplifying it, making this a key area for strategic review. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this disproportionately high rate can signal strategic attempts to inflate institutional credit or “affiliation shopping”. The institution's current profile indicates an urgent need to examine its affiliation policies to ensure they reflect substantive collaboration rather than a mechanism for metric enhancement, thereby safeguarding its academic reputation.
With a Z-score of -0.334, the institution demonstrates a lower rate of retracted publications compared to the national average of -0.094. This favorable comparison indicates a prudent and rigorous approach to research oversight. The institution's performance suggests that its quality control mechanisms prior to publication are more effective than the national standard. Retractions are complex events, and a low rate, such as this, points towards a healthy integrity culture where methodological rigor and responsible supervision successfully minimize the need for post-publication corrections, reinforcing the reliability of its scientific output.
The institution's Z-score for self-citation is -0.542, which is significantly lower than the national average of 0.385. This demonstrates a high degree of institutional resilience, as it effectively mitigates a systemic risk prevalent in the country. A certain level of self-citation is natural, reflecting the continuity of research lines. However, the institution's very low rate indicates that its work is validated by the broader scientific community, avoiding the 'echo chambers' that can arise from excessive internal validation. This strong external orientation ensures the institution's academic influence is based on global recognition rather than being inflated by endogamous dynamics.
The institution exhibits a Z-score of 0.016 in this indicator, showing a moderate deviation from the national average of -0.231. This suggests the university is more sensitive than its national peers to the risk of publishing in questionable venues. A high proportion of output in discontinued journals constitutes a critical alert regarding due diligence in selecting dissemination channels. This score indicates that a portion of its scientific production is being channeled through media that may not meet international ethical or quality standards, exposing the institution to reputational risks and suggesting a need to enhance information literacy among its researchers to avoid predatory practices.
With a Z-score of 0.339, the institution shows a higher incidence of hyper-authored publications compared to the national average of -0.212. This moderate deviation highlights a greater sensitivity to practices that can dilute authorial responsibility. While extensive author lists are legitimate in 'Big Science' contexts, a higher-than-average rate outside these fields can indicate author list inflation. This signal suggests a need to review authorship practices to distinguish between necessary massive collaboration and the potential for 'honorary' authorships, ensuring that credit is assigned transparently and individual accountability is maintained.
The institution's Z-score of -0.836 is exceptionally low, particularly when contrasted with the national average of 0.199. This result signifies a preventive isolation from a risk dynamic observed elsewhere in the country, highlighting a model of self-sufficient and sustainable research. A wide positive gap can signal that prestige is dependent on external partners rather than internal capacity. The institution's negative score is a strong indicator of health, suggesting that its scientific excellence results from real internal capabilities and that it exercises intellectual leadership in its collaborations, building structural and endogenous prestige.
The institution records a Z-score of -1.413, a value significantly lower than the national average of -0.739. This low-profile consistency demonstrates an operational environment where the absence of risk signals aligns with, and even improves upon, the national standard. While high productivity can evidence leadership, extreme volumes often challenge the limits of meaningful intellectual contribution. The institution's very low score in this area is a positive sign, indicating a healthy balance between quantity and quality and a reduced risk of practices like coercive authorship or assigning credit without real participation.
With a Z-score of -0.268, the institution shows a near-total absence of this risk, standing in stark contrast to the national average of 0.839. This reflects a state of preventive isolation, where the university does not replicate the risk dynamics of academic endogamy observed in its environment. While in-house journals can be valuable, excessive dependence on them raises conflicts of interest. The institution's choice to publish externally demonstrates a commitment to independent peer review and global visibility, avoiding the use of internal channels as potential 'fast tracks' and ensuring its research is validated against competitive international standards.
The institution's Z-score of -1.186 is markedly lower than the national average of -0.203, indicating a strong adherence to publication ethics. This low-profile consistency shows an absence of risk signals that is in line with the national standard, but with even greater control. Massive bibliographic overlap between publications can indicate 'salami slicing,' a practice of fragmenting studies to inflate productivity. The institution's very low score suggests its researchers prioritize the publication of significant, coherent studies over artificially increasing their output volume, thereby contributing more meaningfully to the scientific record.