Universitat Zurich

Region/Country

Western Europe
Switzerland
Universities and research institutions

Overall

-0.019

Integrity Risk

low

Indicators relating to the period 2020-2024

Indicator University Z-score Average country Z-score
Multi-affiliation
1.549 1.185
Retracted Output
-0.296 -0.211
Institutional Self-Citation
-0.325 -0.264
Discontinued Journals Output
-0.477 -0.486
Hyperauthored Output
1.033 0.904
Leadership Impact Gap
0.006 -0.140
Hyperprolific Authors
0.244 -0.051
Institutional Journal Output
-0.268 -0.266
Redundant Output
-0.451 -0.269
0 represents the global average
AI-generated summary report

EXECUTIVE SUMMARY AND STRATEGIC VISION

The University of Zurich presents a robust and generally well-aligned scientific integrity profile, with an overall risk score of -0.019 indicating a performance consistent with international standards. The institution demonstrates significant strengths in its publication practices, showing very low risk in output directed to discontinued or institutional journals, and a prudent, low-risk profile in retractions, self-citation, and redundant publications. These strengths provide a solid foundation for its academic mission. According to SCImago Institutions Rankings data, the university holds a leadership position in Switzerland, ranking first in critical areas such as Arts and Humanities, Medicine, Psychology, and Veterinary. However, to fully align with its mission of "excellence in research," attention is required in areas flagged with medium risk, including authorship patterns (hyper-authorship, hyper-prolificacy) and a moderate dependency on external partners for impact. These signals, while not critical, suggest that a proactive review of authorship and collaboration policies could prevent potential misalignments between perceived excellence and the underlying integrity of its research attributions. A strategic focus on reinforcing internal leadership and ensuring transparent authorship will be key to safeguarding its reputation and fully realizing its stated goals.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution presents a Z-score of 1.549 in this indicator, a value that, while within a medium risk range, is notably higher than the national average of 1.185. This suggests the university has a higher exposure to the dynamics of multiple affiliations than its national peers. While many of these affiliations are legitimate outcomes of researcher mobility or partnerships, a disproportionately high rate can signal strategic attempts to inflate institutional credit. This elevated signal warrants a review to ensure that all affiliations are substantive and reflect genuine collaboration, rather than practices of "affiliation shopping" that could artificially boost institutional metrics.

Rate of Retracted Output

With a Z-score of -0.296, the institution demonstrates a prudent profile, managing its processes with more rigor than the national standard, which stands at -0.211. This low-risk score indicates that the university's quality control and supervision mechanisms are effective. Retractions can result from the honest correction of errors, and a low rate like this suggests that systemic failures in pre-publication review are not a concern, reinforcing the integrity of the institution's research culture.

Rate of Institutional Self-Citation

The institution's Z-score of -0.325 is in the low-risk category and reflects a more rigorous approach to citation practices than the national average of -0.264. This prudent profile indicates that the university's work is validated by the broader scientific community, avoiding the "echo chambers" that can arise from excessive self-referencing. The data suggests that the institution's academic influence is driven by external recognition rather than being inflated by internal dynamics, which is a strong sign of scientific health and global integration.

Rate of Output in Discontinued Journals

The institution shows total alignment with an environment of maximum scientific security, with a Z-score of -0.477, which is statistically identical to the national average of -0.486. This very low-risk score demonstrates an operational silence in this area, confirming that the university's researchers are exercising excellent due diligence in selecting reputable dissemination channels. There is no evidence of engagement with predatory or low-quality publishing practices, thus protecting the institution's resources and reputation.

Rate of Hyper-Authored Output

The university's Z-score of 1.033 places it in the medium-risk category, showing a higher exposure to this phenomenon than the national average of 0.904. This pattern suggests that the institution is more prone to publishing works with extensive author lists. While this is legitimate in "Big Science" fields, a high rate outside those contexts can indicate author list inflation. This signal serves as a prompt to ensure that authorship contributions are transparent and accountable, distinguishing necessary large-scale collaborations from potentially "honorary" or political authorship practices.

Gap between Impact of total output and the impact of output with leadership

With a Z-score of 0.006, the institution shows a moderate risk level, deviating from the low-risk national benchmark of -0.140. This gap suggests a greater sensitivity to impact dependency compared to its national peers. A positive value indicates that the institution's overall scientific prestige may be significantly reliant on collaborations where it does not hold intellectual leadership. This signals a potential sustainability risk, prompting reflection on whether its high-impact metrics are derived from genuine internal capacity or from strategic positioning in partnerships. Strengthening the impact of research led by its own authors is crucial for ensuring that its reputation for excellence is structural and self-sustained.

Rate of Hyperprolific Authors

The institution's Z-score of 0.244 indicates a moderate deviation from the national standard (-0.051), suggesting a greater sensitivity to the risk of hyperprolificity. While high productivity can reflect leadership, extreme publication volumes challenge the limits of meaningful intellectual contribution. This alert points to potential imbalances between quantity and quality, highlighting the need to monitor for risks such as coercive authorship or the assignment of authorship without real participation—dynamics that prioritize metrics over the integrity of the scientific record.

Rate of Output in Institutional Journals

The institution demonstrates integrity synchrony with its national environment, showing a Z-score of -0.268, which is virtually identical to the country's average of -0.266. This shared very low-risk profile signifies a complete absence of signals related to academic endogamy. It confirms that the university's scientific production consistently undergoes independent external peer review rather than relying on internal channels, thereby ensuring its global visibility and competitive validation.

Rate of Redundant Output

The institution exhibits a prudent profile with a Z-score of -0.451, which is significantly lower than the national average of -0.269. This indicates that the university manages its publication processes with greater rigor than its peers, effectively controlling for redundant output. The low score suggests that the practice of "salami slicing"—artificially inflating productivity by fragmenting studies into minimal units—is not a systemic issue. This reflects a culture that prioritizes the generation of significant new knowledge over the mere volume of publications.

This report was automatically generated using Google Gemini to provide a brief analysis of the university scores.
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