| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.226 | 1.232 |
|
Retracted Output
|
-0.277 | -0.226 |
|
Institutional Self-Citation
|
-0.503 | -0.165 |
|
Discontinued Journals Output
|
-0.231 | 0.908 |
|
Hyperauthored Output
|
0.135 | -0.163 |
|
Leadership Impact Gap
|
3.321 | 2.143 |
|
Hyperprolific Authors
|
-1.413 | -1.116 |
|
Institutional Journal Output
|
2.452 | 9.981 |
|
Redundant Output
|
0.364 | 0.021 |
The Universidad Central de Venezuela demonstrates a complex integrity profile, marked by significant strengths in research culture alongside critical vulnerabilities that require strategic attention. With an overall integrity score of 0.163, the institution shows commendable performance in areas such as the near-total absence of hyperprolific authorship and very low rates of retractions and institutional self-citation, indicating a solid foundation of responsible research conduct. These strengths are particularly relevant given the university's leadership position within Venezuela, as evidenced by its top national rankings in key SCImago thematic areas, including Agricultural and Biological Sciences, Biochemistry, Genetics and Molecular Biology, Dentistry, and Medicine. However, this profile is contrasted by a significant risk in its scientific impact dependency, where the institution's prestige relies heavily on collaborations led by external partners. This vulnerability, along with medium-level risks in authorship inflation and redundant publication, directly challenges the university's mission to "create, assimilate and disseminate knowledge" and form teams for national progress. To fully align its practices with its mission of excellence and social responsibility, the institution should leverage its cultural strengths to implement policies that foster greater intellectual leadership and ensure that publication metrics reflect genuine, internally-driven scientific advancement.
The institution presents a Z-score of 0.226, which is notably lower than the national average of 1.232. This suggests a differentiated management approach where the university successfully moderates a risk that appears more common at the national level. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, disproportionately high rates can signal strategic attempts to inflate institutional credit. The Universidad Central de Venezuela's ability to maintain a lower rate than its national peers indicates a more controlled and potentially more organic collaborative environment, reducing the risk of "affiliation shopping" and ensuring that institutional credit is claimed with greater integrity.
With a Z-score of -0.277, the institution exhibits a prudent profile that is even more rigorous than the national standard (-0.226). This low score is a positive signal of robust scientific oversight. Retractions can be complex events, but a rate significantly below the average suggests that the university's quality control mechanisms prior to publication are functioning effectively. This performance indicates a strong integrity culture where potential errors are likely identified and corrected before dissemination, reinforcing the institution's commitment to methodological rigor and responsible supervision of its scientific record.
The institution's Z-score of -0.503 is well below the national average of -0.165, reflecting a prudent and externally-oriented research profile. A certain level of self-citation is natural, but the university's very low rate demonstrates that it effectively avoids the risks of scientific isolation or 'echo chambers.' This indicates that the institution's work is validated by the broader global community rather than through internal dynamics. By managing this indicator more rigorously than the national standard, the university ensures its academic influence is based on widespread recognition, mitigating any risk of endogamous impact inflation.
The institution shows remarkable resilience with a Z-score of -0.231, in stark contrast to the medium-risk national average of 0.908. This disparity suggests that the university's internal control mechanisms are successfully mitigating a systemic risk present in its environment. A high proportion of publications in discontinued journals can be a critical alert for a lack of due diligence in selecting dissemination channels. The university’s low score indicates that its researchers are effectively guided away from media that fail to meet international ethical or quality standards, thereby protecting the institution from severe reputational risks and avoiding the waste of resources on 'predatory' practices.
With a Z-score of 0.135, the institution shows a moderate deviation from the national standard (-0.163), which is in a low-risk category. This indicates that the university is more sensitive to risk factors related to authorship than its national peers. While extensive author lists are legitimate in 'Big Science' contexts, a higher-than-average score outside these fields can indicate author list inflation, which dilutes individual accountability and transparency. This signal warrants a review of authorship practices to distinguish between necessary massive collaboration and potentially 'honorary' or political attributions that could compromise research integrity.
The institution's Z-score of 3.321 is at a significant risk level, accentuating a vulnerability that is already present in the national system (2.143). This wide positive gap—where overall impact is high but the impact of research led by the institution is low—signals a critical sustainability risk. It suggests that the university's scientific prestige is largely dependent and exogenous, not structural. This finding invites urgent reflection on whether the institution's excellence metrics result from its own internal capacity or from a strategic positioning in collaborations where it does not exercise intellectual leadership, a dynamic that could undermine its long-term scientific autonomy and development.
The institution's Z-score of -1.413 signifies a state of total operational silence on this indicator, performing even better than the very low-risk national average (-1.116). This complete absence of risk signals is a clear strength. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to risks such as coercive authorship or the assignment of authorship without real participation. The university's exceptionally low score indicates a healthy balance between quantity and quality, reflecting an environment where productivity metrics do not override the integrity of the scientific record.
The institution's Z-score of 2.452, while indicating a medium risk, demonstrates relative containment when compared to the country's critical score of 9.981. Although some risk signals exist, the university operates with significantly more order than the national average. Excessive dependence on in-house journals can raise conflicts of interest and lead to academic endogamy by bypassing independent external peer review. The university's more moderate score suggests that while there may be some reliance on internal channels, it is far less immersed in this critical national dynamic, showing a greater tendency to seek external validation for its research.
With a Z-score of 0.364, the institution shows high exposure to this risk, especially when compared to the national average of 0.021. This suggests the university is more prone to showing alert signals for redundant publication than its environment. Massive bibliographic overlap between simultaneous publications often indicates data fragmentation or 'salami slicing,' a practice of dividing a study into minimal units to artificially inflate productivity. This high value serves as a warning that such practices may be distorting the scientific evidence and prioritizing volume over the generation of significant new knowledge, a trend that requires closer monitoring.