| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.294 | -0.514 |
|
Retracted Output
|
-0.268 | -0.126 |
|
Institutional Self-Citation
|
-0.641 | -0.566 |
|
Discontinued Journals Output
|
-0.490 | -0.415 |
|
Hyperauthored Output
|
0.993 | 0.594 |
|
Leadership Impact Gap
|
0.215 | 0.284 |
|
Hyperprolific Authors
|
0.318 | -0.275 |
|
Institutional Journal Output
|
-0.268 | -0.220 |
|
Redundant Output
|
-0.150 | 0.027 |
The University of California, San Diego, demonstrates a robust and healthy scientific integrity profile, reflected in an overall risk score of -0.182. The institution exhibits exceptional strengths in its publication practices, with virtually no exposure to discontinued journals or academic endogamy via institutional publications, and shows greater resilience against redundant publications than the national average. However, areas requiring strategic attention have been identified, particularly concerning authorship patterns, where indicators for hyper-authorship and hyper-prolific authors show a higher risk exposure than national benchmarks. These findings are contextualized by the university's outstanding performance in the SCImago Institutions Rankings, particularly in world-leading fields such as Biochemistry, Genetics and Molecular Biology (Top 30), Arts and Humanities (Top 40), Psychology (Top 40), and Medicine (Top 40). To fully align with its mission to "transform... society by... generating and disseminating knowledge," it is crucial that these authorship-related vulnerabilities are addressed. The credibility of knowledge, essential for societal transformation and public service, rests on transparency and accountability, which can be diluted by authorship inflation. By reinforcing clear authorship policies, UC San Diego can ensure its remarkable productivity is unequivocally matched by the unimpeachable integrity of its research, solidifying its role as a global leader in responsible and excellent science.
The institution presents a Z-score of -0.294, which, while low, is slightly higher than the national average of -0.514. This profile suggests an incipient vulnerability. Although the overall risk is minimal and well within expected norms, the institution shows the first signs of activity in an otherwise inert national environment. This warrants a review to ensure that all affiliations are transparent and reflect substantive contributions, thereby preemptively addressing any potential for strategic "affiliation shopping" designed to inflate institutional credit, which could escalate if left unmonitored.
The institution's Z-score of -0.268 is notably lower than the national average of -0.126, indicating a prudent and rigorous approach to quality control. This superior performance suggests that the university's internal mechanisms for review and supervision are more effective than the national standard. A low rate of retractions is a sign of scientific health, and in this case, it points towards robust pre-publication processes that successfully prevent methodological errors or potential malpractice from entering the scientific record, thereby protecting the institution's reputation and reinforcing its culture of integrity.
With a Z-score of -0.641, significantly below the national average of -0.566, the institution demonstrates a prudent profile characterized by strong integration with the global scientific community. This result indicates that the university manages its citation practices with more rigor than its national peers. Such a low rate of institutional self-citation mitigates the risk of creating scientific 'echo chambers' and confirms that the institution's academic influence is validated by broad external scrutiny rather than being inflated by internal dynamics, reflecting a healthy and outward-looking research ecosystem.
The institution's Z-score of -0.490, even lower than the country's already low average of -0.415, signals a state of total operational silence regarding this risk. This exceptional result shows an absence of risk signals that surpasses the national standard, indicating that the institution is effectively disconnected from problematic publication channels. This demonstrates an outstanding level of due diligence in selecting dissemination venues, protecting the university from the reputational damage associated with 'predatory' or low-quality practices and ensuring that its research output is channeled exclusively through credible and ethically sound journals.
The institution's Z-score of 0.993 is considerably higher than the national average of 0.594, indicating high exposure to this risk factor. While both the institution and the country show medium-level risk, the university is more prone to presenting alert signals than its environment. This suggests a need to analyze authorship trends to distinguish between legitimate 'Big Science' collaborations and potential author list inflation. An elevated rate of hyper-authored output can dilute individual accountability and transparency, creating a risk that 'honorary' or political authorship practices may be overshadowing substantive intellectual contributions.
The institution shows a Z-score of 0.215, which is lower than the national average of 0.284. This reflects a differentiated management of a risk that is common across the country. While a gap exists, suggesting some reliance on external partners for impact, the institution moderates this risk more effectively than its peers. This indicates a healthier balance between collaborative impact and the impact generated by research under its own intellectual leadership. The result points to a more sustainable prestige, rooted in a growing structural capacity for innovation rather than being solely dependent on strategic positioning in external collaborations.
With a Z-score of 0.318 (Medium Risk), the institution shows a moderate deviation from the national standard of -0.275 (Low Risk). This discrepancy indicates that the university has a greater sensitivity to risk factors associated with extreme productivity than its national peers. This alert warrants a review of the underlying causes. While high output can signify leadership, extreme publication volumes challenge the perceived limits of meaningful intellectual contribution and can signal imbalances between quantity and quality. It is crucial to verify that these cases do not reflect coercive authorship, data fragmentation, or other dynamics that prioritize metrics over the integrity of the scientific record.
The institution's Z-score of -0.268 is lower than the national average of -0.220, demonstrating total operational silence in this area. This complete absence of risk signals, even below the national baseline, is a clear strength. By avoiding reliance on in-house journals, the university eliminates potential conflicts of interest where it could act as both judge and party. This practice reinforces its commitment to independent, external peer review, enhances the global visibility and competitiveness of its research, and ensures its scientific production is validated through standard, rigorous channels.
The institution's Z-score of -0.150 (Low Risk) contrasts sharply with the national average of 0.027 (Medium Risk), showcasing significant institutional resilience. This indicates that the university's internal control mechanisms are effectively mitigating a systemic risk that is more prevalent at the national level. The low rate of redundant output suggests a culture that values substantive contributions over artificially inflated publication counts. This commitment to publishing coherent, complete studies rather than fragmented 'salami slicing' strengthens the scientific evidence base and reflects a responsible use of research and review resources.