| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.178 | 0.229 |
|
Retracted Output
|
-0.174 | 0.034 |
|
Institutional Self-Citation
|
-0.110 | 0.386 |
|
Discontinued Journals Output
|
-0.345 | -0.153 |
|
Hyperauthored Output
|
0.188 | 0.375 |
|
Leadership Impact Gap
|
1.358 | 0.862 |
|
Hyperprolific Authors
|
-1.100 | -0.401 |
|
Institutional Journal Output
|
2.807 | 1.180 |
|
Redundant Output
|
-0.533 | -0.059 |
Masaryk University presents a robust scientific integrity profile, reflected in a low overall risk score of 0.112. The institution demonstrates exceptional strengths in maintaining a very low rate of redundant publications, hyperprolific authorship, and output in discontinued journals, indicating strong ethical oversight and quality control. This solid foundation is further evidenced by its leadership in key thematic areas, ranking first in the Czech Republic for Earth and Planetary Sciences and Psychology, and second in a wide range of disciplines including Arts and Humanities, Medicine, and Social Sciences, according to SCImago Institutions Rankings data. However, areas of medium risk, particularly a high dependency on external collaborations for impact and a notable rate of publication in institutional journals, warrant strategic attention. These vulnerabilities could subtly undermine the university's mission to "create and disseminate knowledge" of the highest quality, as they suggest potential challenges in autonomous knowledge creation and independent validation. To fully align its operational practices with its stated values, the university is encouraged to reinforce its internal research leadership and diversify its publication channels, thereby securing its long-term scientific sovereignty and reputational excellence.
The university's Z-score for this indicator is 0.178, while the national average is 0.229. This suggests that while the institution operates within a national context where multiple affiliations are common, it demonstrates more moderate activity than its peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this indicator signals a need for continued oversight. The university's differentiated management of this trend helps mitigate the risk of strategically inflating institutional credit or engaging in “affiliation shopping,” positioning it as a more controlled entity within the national system.
With a Z-score of -0.174, the university shows a significantly lower rate of retractions compared to the national average of 0.034. This demonstrates strong institutional resilience, as its internal control mechanisms appear to successfully mitigate the systemic risks observed elsewhere in the country. Retractions can be complex, but a rate significantly below the norm, as seen here, is a positive signal. It suggests that the university's quality control and supervision mechanisms prior to publication are robust and effective, preventing the kind of recurring methodological or ethical failures that can damage an institution's integrity culture.
The university maintains a Z-score of -0.110, contrasting sharply with the national average of 0.386. This performance highlights the institution's capacity to resist the national trend towards higher self-citation rates. A certain level of self-citation is natural, but the university's low score indicates it successfully avoids the formation of scientific 'echo chambers' or the risk of endogamous impact inflation. This suggests that the institution's academic influence is genuinely recognized by the global community rather than being artificially amplified by internal dynamics.
The institution exhibits an exemplary Z-score of -0.345, well below the already low national average of -0.153. This near-total absence of risk signals demonstrates a consistent and effective policy regarding publication venues. A low rate of publication in discontinued journals is a critical sign of due diligence in selecting dissemination channels. The university's outstanding performance in this area confirms its commitment to avoiding predatory or low-quality publishing practices, thereby protecting its reputation and ensuring its research is channeled through credible and enduring media.
The university's Z-score of 0.188 is notably lower than the national average of 0.375, indicating more effective management of a risk that is common nationwide. While extensive author lists are legitimate in 'Big Science,' a moderate score outside these contexts calls for attention to authorship practices. The university's ability to moderate this trend suggests a greater emphasis on transparency and individual accountability compared to its peers, reducing the potential for 'honorary' authorships that can dilute the meaning of scientific contribution.
With a Z-score of 1.358, the university shows a significantly wider gap than the national average of 0.862, indicating a high exposure to this particular risk. This value suggests that a substantial portion of the institution's scientific prestige may be dependent on collaborations where it does not exercise primary intellectual leadership. This creates a sustainability risk, as its high-impact metrics may reflect strategic positioning rather than inherent, structural capacity. This finding invites a deep reflection on strategies to foster and promote research led by its own faculty to ensure long-term scientific autonomy and excellence.
The university's Z-score of -1.100 is exceptionally low, far surpassing the national average of -0.401. This result points to a complete absence of risk signals in this area and reflects a healthy research culture. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and often signal underlying issues. The university's excellent score indicates a strong institutional balance between quantity and quality, effectively preventing practices like coercive authorship or metric-chasing that can compromise the integrity of the scientific record.
The institution's Z-score of 2.807 is substantially higher than the national average of 1.180, signaling a high exposure to the risks associated with in-house publishing. While institutional journals can be valuable, an excessive dependence on them creates a conflict of interest, as the institution acts as both judge and party. This high value warns of potential academic endogamy, where research might bypass rigorous external peer review. This practice could limit global visibility and may indicate the use of internal channels as 'fast tracks' to inflate publication records without standard competitive validation.
The university demonstrates an outstanding Z-score of -0.533, significantly better than the national average of -0.059. This indicates a virtually non-existent risk of 'salami slicing' and reflects a strong commitment to impactful research. Massive bibliographic overlap between publications often points to the artificial fragmentation of a single study to inflate productivity. The university's performance shows a clear preference for publishing coherent, significant bodies of work, a practice that upholds the integrity of scientific evidence and prioritizes new knowledge over volume.
