| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.966 | 1.185 |
|
Retracted Output
|
-0.362 | -0.211 |
|
Institutional Self-Citation
|
-0.245 | -0.264 |
|
Discontinued Journals Output
|
-0.499 | -0.486 |
|
Hyperauthored Output
|
1.512 | 0.904 |
|
Leadership Impact Gap
|
0.748 | -0.140 |
|
Hyperprolific Authors
|
0.085 | -0.051 |
|
Institutional Journal Output
|
-0.268 | -0.266 |
|
Redundant Output
|
-0.322 | -0.269 |
Universitat Bern presents a robust and generally well-managed scientific integrity profile, reflected in an overall risk score of -0.045, which indicates a performance closely aligned with the expected baseline. The institution demonstrates significant strengths in its publication ethics, with very low risk signals for output in discontinued or institutional journals, and a prudent management of retractions and self-citation. These strengths provide a solid foundation for its academic mission. According to SCImago Institutions Rankings data, the university exhibits world-class leadership in several key areas, including Dentistry (ranking #1 in Switzerland), as well as Earth and Planetary Sciences, Medicine, Psychology, and Veterinary (all ranking #2 in Switzerland). However, the analysis reveals notable vulnerabilities in authorship and collaboration dynamics, specifically a significant rate of hyper-authored output and medium-risk signals for hyperprolific authors and impact dependency. As the institutional mission was not available for this analysis, these findings should be assessed against the universal academic values of excellence and social responsibility. Practices that inflate authorship or rely heavily on external leadership for impact could undermine the credibility of the institution's internal capacity for excellence. A strategic focus on reinforcing authorship policies and fostering independent research leadership would be a proactive step to ensure that its operational practices fully align with its evident thematic strengths and global reputation.
The institution's Z-score for multiple affiliations is 0.966, which is slightly below the national average of 1.185. This indicates a pattern of differentiated management where the university moderates a risk that is common across the country. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, disproportionately high rates can signal strategic attempts to inflate institutional credit. In this context, the university appears to manage these collaborations with more restraint than its national peers, suggesting a healthier and more controlled approach to inter-institutional partnerships and credit attribution.
With a Z-score of -0.362, the institution demonstrates a lower rate of retracted publications compared to the national average of -0.211. This prudent profile suggests that the university's quality control and supervision mechanisms are more rigorous than the national standard. Retractions are complex events, and a lower-than-average rate points towards effective pre-publication review processes that successfully prevent methodological errors or potential malpractice from entering the scientific record, thereby reinforcing the institution's commitment to research integrity.
The institution's Z-score of -0.245 is nearly identical to the national average of -0.264, indicating a state of statistical normality. This alignment suggests that the university's level of internal citation is as expected for its context and size, reflecting a healthy balance. A certain level of self-citation is natural and demonstrates the continuity of established research lines. The observed rate does not suggest the presence of concerning scientific isolation or 'echo chambers,' indicating that the institution's work is being validated appropriately by the broader external scientific community.
The institution shows a Z-score of -0.499, which is in almost perfect alignment with the national average of -0.486. This integrity synchrony reflects a shared environment of maximum scientific security, where publications in predatory or low-quality journals are virtually non-existent. This total absence of risk signals demonstrates that the institution's researchers exercise excellent due diligence in selecting dissemination channels, effectively avoiding reputational risks and ensuring that scientific output is channeled through credible and internationally recognized media.
The institution's Z-score of 1.512 for hyper-authored output is significantly higher than the national average of 0.904, indicating a risk accentuation where the university amplifies a vulnerability already present in the national system. While extensive author lists are legitimate in 'Big Science,' a high rate outside these contexts can signal author list inflation, diluting individual accountability. This pronounced tendency towards massive co-authorship requires careful examination to distinguish between necessary large-scale collaboration and potential 'honorary' authorship practices that could compromise transparency and the proper attribution of scientific credit.
With a Z-score of 0.748, the institution shows a moderate deviation from the national average of -0.140. This positive gap indicates a greater sensitivity to risk factors related to impact dependency. A wide gap where global impact is high but the impact of institution-led research is lower signals a potential sustainability risk. This value suggests that a portion of the university's scientific prestige may be dependent and exogenous, inviting reflection on whether its excellence metrics result from genuine internal capacity or from strategic positioning in collaborations where it does not exercise primary intellectual leadership.
The institution's Z-score of 0.085 represents a moderate deviation from the national average of -0.051, suggesting a greater sensitivity to risk factors associated with extreme productivity. While high output can reflect leadership, extreme individual publication volumes challenge the limits of meaningful intellectual contribution. This indicator alerts to potential imbalances between quantity and quality, pointing to risks such as coercive authorship or the assignment of credit without real participation. The university should review these cases to ensure that its evaluation systems prioritize scientific integrity over sheer volume.
The institution's Z-score of -0.268 is virtually identical to the national average of -0.266, demonstrating integrity synchrony and total alignment with a secure national environment. This extremely low rate indicates that the university does not depend on its own journals for dissemination, thus avoiding potential conflicts of interest where an institution acts as both judge and party. This practice ensures that its scientific production consistently undergoes independent external peer review, which strengthens its global visibility and confirms its commitment to competitive, merit-based validation.
The institution's Z-score for redundant output is -0.322, which is lower than the national average of -0.269. This prudent profile suggests that the university manages its research dissemination with more rigor than the national standard. Massive bibliographic overlap between publications can indicate 'salami slicing,' where a study is fragmented to inflate productivity. The institution's lower score indicates stronger editorial control and a culture that prioritizes the publication of significant, coherent new knowledge over artificially increasing publication counts.