| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.201 | 0.597 |
|
Retracted Output
|
-0.569 | -0.088 |
|
Institutional Self-Citation
|
-1.359 | -0.673 |
|
Discontinued Journals Output
|
-0.459 | -0.436 |
|
Hyperauthored Output
|
0.721 | 0.587 |
|
Leadership Impact Gap
|
1.576 | 0.147 |
|
Hyperprolific Authors
|
0.017 | -0.155 |
|
Institutional Journal Output
|
-0.268 | -0.262 |
|
Redundant Output
|
-0.550 | -0.155 |
Hull York Medical School presents a robust scientific integrity profile, with an overall risk score of -0.288 indicating a performance that is healthier than the global average. The institution demonstrates exceptional strengths in maintaining very low-risk levels for retracted output, institutional self-citation, and redundant publications, showcasing a solid foundation of quality control and ethical practice. However, this strong core is contrasted by medium-risk signals in three key areas: the rate of hyper-authored output, the rate of hyperprolific authors, and a significant gap between its overall research impact and the impact of work where it holds intellectual leadership. These vulnerabilities warrant strategic attention. The institution's thematic strengths, as evidenced by its SCImago Institutions Rankings, are concentrated in Pharmacology, Toxicology and Pharmaceutics, Chemistry, Medicine, and Biochemistry. While a specific mission statement was not available for this analysis, these identified risks—particularly the dependency on external partners for impact—could challenge the implicit mission of any leading medical school to foster self-sustaining research excellence and cultivate internal scientific leadership. To secure its long-term strategic vision, it is recommended that the institution leverage its solid integrity framework to address these specific vulnerabilities, thereby ensuring its research practices fully align with its demonstrated thematic excellence.
The institution demonstrates a low-risk Z-score of -0.201, a figure that contrasts favorably with the United Kingdom's medium-risk national average of 0.597. This suggests a high degree of institutional resilience, where internal control mechanisms appear to be effectively mitigating the systemic risks related to affiliation practices that are more prevalent at the national level. While multiple affiliations are often legitimate, the school's contained rate indicates it is successfully avoiding strategic attempts to inflate institutional credit or engage in “affiliation shopping,” thereby maintaining a clear and transparent representation of its collaborative contributions.
With a Z-score of -0.569, the institution registers a very low rate of retracted publications, positioning it well below the already low national average of -0.088. This low-profile consistency underscores the effectiveness of its pre-publication quality control mechanisms, which align with the high national standard for scientific rigor. This absence of risk signals suggests that, beyond correcting honest errors, the institution does not suffer from the systemic failures or recurring malpractice that a higher rate might indicate, reflecting a strong and healthy culture of research integrity.
The institution exhibits an exceptionally low Z-score of -1.359 in institutional self-citation, significantly below the United Kingdom's low-risk average of -0.673. This result demonstrates a commendable lack of risk signals and aligns with the national standard of external validation. A certain level of self-citation is natural, but this very low rate confirms that the institution is not operating within a scientific 'echo chamber.' Instead, its work is consistently subjected to external scrutiny, ensuring its academic influence is driven by genuine recognition from the global community rather than being inflated by endogamous or internal dynamics.
The institution's Z-score for publications in discontinued journals is -0.459, showing total alignment with the national average of -0.436, which also sits in the very low-risk category. This integrity synchrony indicates that the institution operates within an environment of maximum scientific security regarding its choice of publication venues. This strong performance is a critical indicator of due diligence, confirming that its researchers are successfully channeling their work through reputable media that meet international ethical and quality standards, thereby avoiding the reputational and resource risks associated with 'predatory' or low-quality publishing practices.
With a medium-risk Z-score of 0.721, the institution shows a higher rate of hyper-authored publications compared to the national average of 0.587. This indicates a high exposure to this particular risk, suggesting the center is more prone to showing alert signals than its peers. While extensive author lists are legitimate in 'Big Science' contexts, this elevated score warrants a closer look to ensure it reflects necessary massive collaboration rather than practices like 'honorary' or political authorship. Such inflation can dilute individual accountability and transparency, making it crucial to verify that authorship is genuinely earned.
The institution presents a Z-score of 1.576 in this indicator, a medium-risk value that is substantially higher than the national average of 0.147. This high exposure suggests that the institution is significantly more prone to this risk than its national counterparts. A wide positive gap, where overall impact is high but the impact of institution-led research is low, signals a critical sustainability risk. This result suggests that the school's scientific prestige may be largely dependent and exogenous, stemming from collaborations where it does not exercise intellectual leadership. It invites a strategic reflection on whether its excellence metrics are the result of genuine internal capacity or a reliance on external partners.
The institution's Z-score of 0.017 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 difference indicates that the center shows a greater sensitivity to risk factors associated with extreme productivity than its peers. While high output can signify leadership, extreme publication volumes challenge the limits of meaningful intellectual contribution. This alert points to potential imbalances between quantity and quality and signals a need to investigate for risks such as coercive authorship or the assignment of credit without real participation, dynamics that prioritize metrics over the integrity of the scientific record.
With a Z-score of -0.268, the institution's rate of publication in its own journals is in the very low-risk category, demonstrating a near-perfect alignment with the national average of -0.262. This integrity synchrony reflects a shared national commitment to avoiding potential conflicts of interest. By not depending on in-house journals, the institution ensures its scientific production consistently undergoes independent external peer review. This practice mitigates the risk of academic endogamy, enhances global visibility, and confirms that internal channels are not being used as 'fast tracks' to inflate productivity without standard competitive validation.
The institution's Z-score for redundant output is -0.550, a very low-risk value that is significantly healthier than the United Kingdom's low-risk average of -0.155. This low-profile consistency shows the institution is effectively managing the integrity of its publication portfolio, in line with national standards. The near-absence of signals for this indicator suggests that the practice of dividing a coherent study into minimal publishable units to artificially inflate productivity, known as 'salami slicing,' is not a concern. This reflects a culture that prioritizes the generation of significant new knowledge over the volume of publications.