| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.491 | 1.185 |
|
Retracted Output
|
-0.306 | -0.211 |
|
Institutional Self-Citation
|
-0.438 | -0.264 |
|
Discontinued Journals Output
|
-0.417 | -0.486 |
|
Hyperauthored Output
|
-0.266 | 0.904 |
|
Leadership Impact Gap
|
-0.310 | -0.140 |
|
Hyperprolific Authors
|
-1.413 | -0.051 |
|
Institutional Journal Output
|
-0.268 | -0.266 |
|
Redundant Output
|
-0.873 | -0.269 |
The Haute Ecole Specialisee Bernoise demonstrates an exceptionally strong scientific integrity profile, with an overall risk score of -0.288 that places it well within the zone of high reliability. The institution's primary strengths are evident in its robust control over publication practices, showing very low risk in areas such as output in discontinued journals, hyperprolific authorship, use of institutional journals, and redundant publications. This indicates a mature and healthy research culture. The only indicator requiring attention is a moderate rate of multiple affiliations, which, while reflecting a common pattern in the national context, is slightly more pronounced at the institution. According to SCImago Institutions Rankings data, the institution's strongest thematic areas nationally include Agricultural and Biological Sciences (ranked 12th), Medicine (13th), and a cluster of fields including Business, Management and Accounting, Earth and Planetary Sciences, and Engineering (all ranked 14th in Switzerland). Although the institution's specific mission statement was not available for this analysis, this outstanding integrity profile is a fundamental pillar for any mission centered on academic excellence, innovation, and social responsibility. A commitment to high integrity directly supports the credibility and long-term impact of its top-ranked research areas. The institution is advised to leverage this strong integrity foundation as a strategic asset while proactively examining the drivers of its multiple affiliation rate to ensure it consistently reflects legitimate, substantive collaboration.
The institution presents a Z-score of 1.491, which is higher than the national average of 1.185. This indicates that while operating within a national context where multiple affiliations are a common practice, the institution shows a greater exposure to this dynamic than its peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this heightened rate suggests a greater potential for strategic attempts to inflate institutional credit or “affiliation shopping.” It is advisable to review the nature of these affiliations to ensure they correspond to substantive collaborations and transparently reflect the institution's contributions.
With a Z-score of -0.306, the institution demonstrates a more prudent profile regarding retracted publications compared to the national average of -0.211. This superior performance suggests that the institution's quality control mechanisms prior to publication are functioning with greater rigor than the national standard. A lower rate of retractions is a positive signal of a mature integrity culture, indicating that methodological soundness and responsible supervision are effectively minimizing the incidence of errors that could lead to subsequent corrections of the scientific record.
The institution's Z-score of -0.438 is significantly lower than the Swiss average of -0.264, reflecting a prudent and externally-focused publication strategy. This demonstrates that the institution manages its processes with more rigor than the national standard, effectively avoiding the risks of scientific isolation. A certain level of self-citation is natural, but this low value confirms that the institution's work is validated by the global community rather than within an internal 'echo chamber,' ensuring its academic influence is built on broad external recognition and not on endogamous impact inflation.
The institution's Z-score in this area is -0.417, while the country's is -0.486. In an environment that is already virtually free of this risk, the institution's score represents only residual statistical noise. This minimal signal, while technically higher than the national average, confirms that there is no systemic issue. It points to a strong institutional due diligence in selecting dissemination channels, effectively avoiding the reputational and resource risks associated with 'predatory' or low-quality publishing practices.
The institution shows a Z-score of -0.266, which contrasts sharply with the national Z-score of 0.904. This demonstrates significant institutional resilience, as internal controls and cultural norms appear to be successfully mitigating a systemic risk that is more prevalent across the country. By maintaining a low rate of hyper-authorship, the institution effectively avoids the potential for author list inflation and the dilution of individual accountability, ensuring that authorship practices remain transparent and reflect genuine intellectual contributions.
With a Z-score of -0.310, the institution shows a more favorable balance than the national average of -0.140, indicating a prudent and sustainable approach to building research impact. This smaller gap suggests that the institution's scientific prestige is structurally sound and less dependent on external partners for its high-impact work. This reflects a healthy model where excellence is driven by real internal capacity and intellectual leadership, positioning the institution as a key contributor in its collaborations rather than a peripheral partner.
The institution's Z-score of -1.413 signals a complete absence of risk in this area, a profile that is even stronger than the already low-risk national context (Z-score -0.051). This low-profile consistency demonstrates a healthy research environment where the focus is on quality over quantity. By avoiding the pressures that can lead to extreme publication volumes, the institution safeguards against risks such as coercive authorship or superficial contributions, thereby protecting the integrity of its scientific record.
The institution's Z-score of -0.268 is virtually identical to the country's Z-score of -0.266, indicating a perfect alignment with a national environment of maximum scientific security. This integrity synchrony shows that the institution does not rely on in-house journals, which can carry a risk of academic endogamy and conflicts of interest. By channeling its output through external, independent peer-reviewed venues, the institution ensures its research is validated against global standards and competes for visibility on a level playing field.
The institution exhibits an exemplary profile with a Z-score of -0.873, significantly lower than the national Z-score of -0.269. This low-profile consistency highlights an absence of risk signals related to 'salami slicing' or data fragmentation. It suggests a research culture that values the publication of coherent, significant studies over practices aimed at artificially inflating productivity metrics. This commitment to presenting complete research strengthens the scientific record and demonstrates respect for the academic review system.