| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.374 | 0.597 |
|
Retracted Output
|
-0.108 | -0.088 |
|
Institutional Self-Citation
|
-0.611 | -0.673 |
|
Discontinued Journals Output
|
-0.453 | -0.436 |
|
Hyperauthored Output
|
0.311 | 0.587 |
|
Leadership Impact Gap
|
-0.097 | 0.147 |
|
Hyperprolific Authors
|
-0.635 | -0.155 |
|
Institutional Journal Output
|
-0.268 | -0.262 |
|
Redundant Output
|
-0.294 | -0.155 |
The University of Leeds demonstrates a robust profile of scientific integrity, with an overall risk score of -0.211 that indicates performance significantly stronger than the global average. This is underpinned by exceptional results in preventing publication in discontinued journals and institutional journals, alongside a prudent and rigorous management of hyperprolific authorship and redundant publications. While the institution shows moderate exposure to risks associated with multiple affiliations and hyper-authorship, its performance in these areas is notably better than the national standard, suggesting effective internal governance. This strong integrity framework is the bedrock supporting the university's recognized thematic excellence. According to SCImago Institutions Rankings data, the University of Leeds holds top-tier national positions in critical areas such as Environmental Science (5th in the UK), Dentistry (6th), Earth and Planetary Sciences (6th), and Business, Management and Accounting (7th). Such a commitment to ethical research practices is fundamental to any institutional mission centered on excellence and social responsibility, as it ensures that its prestigious reputation is built on a foundation of verifiable and high-quality scientific contributions. To maintain this leadership position, it is recommended that the university continues to reinforce its governance mechanisms, particularly in collaborative practices, thereby leveraging its high integrity standards as a strategic asset for global impact.
The University of Leeds shows a Z-score of 0.374, which is considerably lower than the United Kingdom's national average of 0.597. This indicates a pattern of differentiated management, where the institution effectively moderates a risk that is more prevalent 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 or “affiliation shopping”. The university's ability to maintain a lower rate suggests robust governance policies that ensure affiliations are transparent and reflect genuine scientific contribution, distinguishing it from the broader national trend.
With a Z-score of -0.108, the institution's performance is in line with the national average of -0.088, reflecting statistical normality for its context. Retractions are complex events, and a low, controlled rate can signify responsible supervision and the honest correction of errors. The university's score indicates that its pre-publication quality control mechanisms are functioning as expected within the national system, without showing systemic vulnerabilities or recurring malpractice that would push its rate significantly above the baseline.
The university's Z-score for this indicator is -0.611, slightly higher than the national average of -0.673. This proximity to the national baseline, while still in the low-risk category, points to an incipient vulnerability that warrants review. A certain level of self-citation is natural, reflecting the continuity of research lines. However, this minor deviation suggests the institution may be slightly more prone to creating 'echo chambers' where work is validated internally. It serves as a gentle warning to ensure that the university's academic influence continues to be driven by global community recognition rather than internal dynamics that could lead to endogamous impact inflation.
The University of Leeds achieves a Z-score of -0.453, demonstrating total integrity synchrony with the national average of -0.436 in a very low-risk environment. This indicator is a critical alert for due diligence in selecting publication venues. The institution's negligible rate signifies that its scientific production is not being channeled through media that fail to meet international ethical or quality standards. This alignment with the best national practices confirms an exceptional culture of information literacy, protecting the university from severe reputational risks and the misallocation of resources to 'predatory' outlets.
In the area of hyper-authorship, the university has a Z-score of 0.311, which is significantly lower than the national average of 0.587. This reflects differentiated management, where the institution moderates a risk that is more common in its national environment. A high rate of hyper-authored output outside of 'Big Science' contexts can indicate author list inflation, diluting individual accountability. The university's lower score suggests effective policies that help distinguish between necessary massive collaboration and the potential for 'honorary' authorship, thereby promoting greater transparency and responsibility in its research practices.
The institution presents a Z-score of -0.097, a stark contrast to the national average of 0.147, which falls into a medium-risk category. This demonstrates strong institutional resilience, as internal mechanisms appear to successfully mitigate a systemic risk present in the country. A wide positive gap can signal that an institution's prestige is dependent on external partners rather than its own intellectual leadership. The university's negative score is a powerful indicator of sustainability, suggesting that its high-impact research is driven by genuine internal capacity and that it exercises clear leadership in its collaborations.
With a Z-score of -0.635, the University of Leeds exhibits a prudent profile that is far more rigorous than the national standard of -0.155. This indicator alerts to potential imbalances between quantity and quality, as extreme publication volumes can challenge the limits of meaningful intellectual contribution. The university's exceptionally low score indicates strong oversight, minimizing risks such as coercive authorship or the assignment of credit without real participation. This commitment ensures that productivity metrics do not compromise the integrity of the scientific record.
The university's Z-score of -0.268 is in perfect alignment with the national average of -0.262, showing integrity synchrony in a context of maximum security. Publishing excessively in in-house journals can raise conflicts of interest and signals a risk of academic endogamy, where production bypasses independent external peer review. The negligible rate at both the institutional and national levels confirms a shared commitment to global visibility and competitive validation, avoiding the use of internal channels as 'fast tracks' to inflate publication records.
The University of Leeds has a Z-score of -0.294, indicating a prudent profile that is more robust than the national average of -0.155. This metric tracks massive bibliographic overlap, which can indicate the practice of dividing a single study into minimal publishable units to artificially inflate productivity. The university's lower score suggests that its research culture prioritizes the generation of significant new knowledge over volume. This approach strengthens the scientific evidence base and demonstrates a respect for the academic review system that is more rigorous than the national standard.
