| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.368 | 0.597 |
|
Retracted Output
|
-0.296 | -0.088 |
|
Institutional Self-Citation
|
-0.989 | -0.673 |
|
Discontinued Journals Output
|
-0.372 | -0.436 |
|
Hyperauthored Output
|
1.126 | 0.587 |
|
Leadership Impact Gap
|
1.573 | 0.147 |
|
Hyperprolific Authors
|
1.171 | -0.155 |
|
Institutional Journal Output
|
-0.268 | -0.262 |
|
Redundant Output
|
-0.046 | -0.155 |
The University of Leicester demonstrates a robust scientific integrity profile, reflected in an overall risk score of 0.047, which indicates a very low probability of systemic questionable research practices. The institution's primary strengths lie in its minimal reliance on institutional self-citation and in-house journals, ensuring its research undergoes rigorous external validation. However, areas requiring strategic attention include a moderate incidence of hyper-authored and hyperprolific output, and a notable gap between its collaborative impact and the impact of research where it holds intellectual leadership. These vulnerabilities, while not critical, warrant review. According to SCImago Institutions Rankings data, the university's thematic excellence is concentrated in areas directly aligned with its healthcare-focused mission, with top national rankings in Veterinary (11th), Medicine (20th), and Biochemistry, Genetics and Molecular Biology (24th). To fully honor its commitment to improving healthcare quality and safety, it is crucial to ensure that its collaborative and authorship practices reflect the same high standards of integrity and transparency, thereby safeguarding the authenticity of its contributions. A proactive refinement of governance in these specific areas will solidify its position as a leader in both research excellence and ethical conduct.
The institution presents a Z-score of 0.368, which is below the national average of 0.597. Although this indicator is at a medium level for both the university and the country, the institution demonstrates a more controlled approach than its national peers. This suggests a differentiated management strategy that effectively moderates a risk that appears to be common within the United Kingdom's research ecosystem. While multiple affiliations are often a legitimate result of partnerships, the university's lower rate indicates a reduced exposure to the risk of strategic "affiliation shopping" aimed at artificially inflating institutional credit, reflecting a more conservative and potentially more transparent collaborative policy.
With a Z-score of -0.296, the institution's rate of retractions is notably lower than the national average of -0.088. This performance points to a prudent and rigorous profile in managing research quality. The data suggests that the university's pre-publication quality control mechanisms are not only effective but operate with more stringency than the national standard. A low rate of retractions, especially one below the country's baseline, is a strong signal of a healthy integrity culture, where responsible supervision and methodological rigor successfully prevent systemic errors or malpractice from entering the scientific record.
The institution's Z-score of -0.989 is exceptionally low, positioning it favorably against the country's already low-risk score of -0.673. This low-profile consistency demonstrates an absence of risk signals that aligns perfectly with the national standard for open, externally validated research. Such a minimal rate of institutional self-citation is a clear indicator that the university avoids the "echo chambers" that can arise from endogamous practices. It confirms that the institution's academic influence is built upon recognition from the global scientific community rather than being inflated by internal dynamics, reflecting a healthy integration into international research networks.
The institution's Z-score for this indicator is -0.372, while the country's is -0.436. Both scores are in the very low-risk category, indicating that publishing in predatory or low-quality journals is not a systemic issue. However, the institution's score, while minimal, is slightly higher than the national baseline. This can be interpreted as residual noise in an otherwise inert environment. It suggests that while there is no widespread problem, a very small fraction of research output may be channeled through media that do not meet international standards, highlighting a minor but present need for continuous information literacy and due diligence in selecting dissemination channels.
With a Z-score of 1.126, the institution shows a higher rate of hyper-authored publications compared to the national average of 0.587, even though both fall within the medium-risk band. This indicates a high exposure to this particular risk factor, suggesting the institution is more prone to producing works with extensive author lists than its peers. While this can be legitimate in "Big Science" collaborations, the elevated score serves as a signal to verify that these instances are justified by the research context and not indicative of practices like "honorary" or political authorship, which can dilute individual accountability and transparency.
The institution exhibits a Z-score of 1.573 in this indicator, significantly higher than the national average of 0.147. This value points to a high exposure to dependency risk, where the institution's overall scientific prestige appears to be heavily reliant on collaborations where it does not exercise primary intellectual leadership. A wide positive gap suggests that its high-impact publications are often driven by external partners. This pattern invites strategic reflection on whether its excellence metrics are the result of genuine internal capacity or a successful but potentially unsustainable positioning in collaborations, signaling a risk to its long-term scientific autonomy and reputation.
The institution's Z-score of 1.171 places it in the medium-risk category, representing a moderate deviation from the national standard, which has a low-risk score of -0.155. This discrepancy suggests the institution has a greater sensitivity to risk factors that encourage extreme individual publication volumes. A higher incidence of hyperprolific authors warrants a review of internal incentive structures. It is crucial to distinguish between exceptional productivity from leaders of large consortia and potential imbalances between quantity and quality, which could point to risks such as coercive authorship or the assignment of authorship without meaningful intellectual contribution.
The institution's Z-score of -0.268 is almost identical to the national average of -0.262, with both firmly in the very low-risk range. This demonstrates a perfect integrity synchrony with its national environment. The data confirms that the university does not depend on its own journals for publication, thereby avoiding potential conflicts of interest and academic endogamy. This practice ensures that its scientific production consistently undergoes independent external peer review, which is fundamental for achieving unbiased validation and maintaining high visibility within the global academic community.
With a Z-score of -0.046, the institution's risk level is low, consistent with the national context (Z-score of -0.155). However, the score is slightly higher than the country's average, signaling an incipient vulnerability. This suggests that while not a systemic problem, there may be isolated instances of data fragmentation or "salami slicing" to artificially increase publication counts. This subtle signal warrants proactive review before it can escalate, ensuring that all published work represents a significant and coherent contribution to knowledge rather than a distortion of the scientific record for metric-driven purposes.