| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.149 | -0.712 |
|
Retracted Output
|
-0.644 | -0.136 |
|
Institutional Self-Citation
|
0.575 | 0.355 |
|
Discontinued Journals Output
|
0.914 | 0.639 |
|
Hyperauthored Output
|
0.009 | 0.057 |
|
Leadership Impact Gap
|
0.729 | 0.824 |
|
Hyperprolific Authors
|
-0.208 | -0.259 |
|
Institutional Journal Output
|
-0.268 | 0.842 |
|
Redundant Output
|
-0.816 | 0.136 |
The University of Medicine and Pharmacy Victor Babes demonstrates a robust overall scientific integrity profile, reflected in a global risk score of -0.148. This indicates a performance slightly better than the global average in mitigating research integrity risks. The institution exhibits significant strengths in areas of fundamental research practice, showing very low risk in multiple affiliations, retracted output, redundant publications, and output in institutional journals. These results showcase a strong internal governance that effectively isolates the university from certain systemic risks prevalent at the national level. However, areas requiring strategic attention include a high exposure to institutional self-citation and publication in discontinued journals, which could create academic echo chambers and reputational vulnerabilities. According to SCImago Institutions Rankings data, the university's leadership is particularly notable in key thematic areas, ranking 1st in Dentistry, 9th in Medicine, and 10th in Pharmacology, Toxicology and Pharmaceutics within Romania. While these rankings affirm its academic prowess, the identified integrity risks could undermine its mission "to improve the education by delivering the newest and modern methods." Pursuing modern methods requires engagement with the global scientific community through high-quality, externally validated channels, a practice at odds with high self-citation or reliance on low-quality journals. To fully align its operational reality with its aspirational mission, the university is encouraged to leverage its clear strengths in research governance to develop targeted policies that address its specific vulnerabilities, thereby safeguarding its reputation and ensuring its contribution to education is built on a foundation of unimpeachable scientific integrity.
The institution presents a Z-score of -1.149, positioning it in a very low-risk category, which is even more favorable than the national average Z-score of -0.712. This demonstrates a low-profile consistency, where the complete absence of risk signals for this indicator is in harmony with the low-risk standard observed nationally. This result suggests that the university's affiliations are managed with exceptional clarity and transparency, effectively avoiding any patterns that could be misinterpreted as strategic attempts to inflate institutional credit or "affiliation shopping." The institution’s performance in this area sets a standard of good practice, reflecting legitimate and well-documented collaborations.
With a Z-score of -0.644, the institution shows a very low rate of retracted publications, a figure that is significantly better than the national average of -0.136. This alignment with a low-risk national context indicates a consistent and effective approach to quality control. The university’s performance suggests that its pre-publication review and supervision mechanisms are robust. A rate well below the global and national average is a positive sign of a healthy integrity culture, indicating that potential methodological errors are likely caught and corrected internally, preventing the need for public retractions and reinforcing the reliability of its scientific output.
The institution's Z-score for this indicator is 0.575, a medium-risk value that is notably higher than the national average of 0.355. This reveals a high exposure to this particular risk, suggesting the center is more prone to these behaviors than its national peers. While a certain level of self-citation is natural, this elevated rate signals a potential for concerning scientific isolation or 'echo chambers' where the institution validates its own work without sufficient external scrutiny. This dynamic warns of the risk of endogamous impact inflation, suggesting that the institution's academic influence may be disproportionately shaped by internal dynamics rather than by broader recognition from the global scientific community.
The university has a Z-score of 0.914 in this medium-risk indicator, which is considerably higher than the country's average of 0.639. This disparity points to a high institutional exposure to this risk, indicating a greater sensitivity to this issue compared to the national environment. A high proportion of publications in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels. This Z-score suggests that a significant portion of the university's 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 to improve information literacy to avoid channeling resources into predatory or low-quality practices.
The institution's Z-score of 0.009 is almost identical to the national average of 0.057, with both falling into the medium-risk category. This close alignment suggests a systemic pattern, where the university's authorship practices reflect shared norms or disciplinary standards at a national level rather than a unique institutional issue. In fields outside of 'Big Science,' a medium-risk score can serve as a signal to distinguish between necessary large-scale collaboration and potential 'honorary' authorship practices. Given the alignment with the national context, this indicator points to a shared research culture rather than an isolated institutional vulnerability.
With a Z-score of 0.729, the institution registers a medium risk, but this is notably lower than the national average of 0.824. This indicates a differentiated management approach, where the university successfully moderates a risk that appears more pronounced across the country. A wide positive gap signals a sustainability risk where scientific prestige is dependent on external partners rather than being built on internal capacity. The university's lower score suggests that, while it engages in impactful collaborations, it maintains a healthier balance and exercises more intellectual leadership in its research than the national average, pointing toward a more sustainable model for building structural excellence.
The institution's Z-score of -0.208 places it in a low-risk category, though it is slightly higher than the national average of -0.259. This subtle difference suggests an incipient vulnerability, where the university shows minor signals that warrant review before they escalate. While high productivity is not inherently negative, extreme individual publication volumes can challenge the limits of meaningful intellectual contribution. This indicator serves as a gentle alert to monitor for potential imbalances between quantity and quality, and to ensure that authorship is not assigned without real participation, thereby protecting the integrity of the scientific record.
The institution exhibits a Z-score of -0.268, a very low-risk value that stands in stark contrast to the medium-risk national average of 0.842. This demonstrates a clear case of preventive isolation, where the university actively avoids replicating a risk dynamic prevalent in its environment. By minimizing its reliance on in-house journals, the institution avoids the conflicts of interest that arise when acting as both judge and party in the publication process. This practice signals a commitment to independent external peer review, which enhances the global visibility and credibility of its research and shows a clear rejection of using internal channels as 'fast tracks' for publication.
With a Z-score of -0.816, the institution shows a very low risk of redundant publications, a result that is significantly stronger than the medium-risk national average of 0.136. This wide gap illustrates a successful preventive isolation, where the university does not partake in the risk behaviors observed elsewhere in the country. A low score in this area indicates that the institution's research culture discourages the practice of dividing a single study into 'minimal publishable units' to artificially inflate productivity. This commitment to publishing significant, coherent findings protects the integrity of the scientific evidence base and demonstrates a focus on meaningful contribution over sheer volume.