| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.283 | 0.597 |
|
Retracted Output
|
0.126 | -0.088 |
|
Institutional Self-Citation
|
-0.819 | -0.673 |
|
Discontinued Journals Output
|
-0.411 | -0.436 |
|
Hyperauthored Output
|
-0.041 | 0.587 |
|
Leadership Impact Gap
|
0.058 | 0.147 |
|
Hyperprolific Authors
|
-0.347 | -0.155 |
|
Institutional Journal Output
|
-0.268 | -0.262 |
|
Redundant Output
|
-0.468 | -0.155 |
The University of Nottingham demonstrates a robust scientific integrity profile, reflected in an overall risk score of -0.141. This score indicates a performance that is not only strong in absolute terms but also resilient within the national context. The institution's primary strengths lie in its exceptionally low rates of Institutional Self-Citation, Redundant Output, and publication in both its own and discontinued journals, signaling a firm commitment to external validation and high-quality dissemination channels. Areas requiring strategic attention include a moderate rate of retracted output, which deviates from the national trend, and a continued focus on managing multiple affiliations and the impact gap of led research. According to SCImago Institutions Rankings data, this solid integrity foundation supports world-class research in key thematic areas, including top-tier UK rankings in Business, Management and Accounting (UK #2), Economics, Econometrics and Finance (UK #5), and Agricultural and Biological Sciences (UK #5). This alignment of ethical practice with academic excellence is fundamental to the university's mission to be a "globally engaged university... solving problems and improving lives." The identified risks, while moderate, could challenge this "pioneering and entrepreneurial tradition" if unmonitored, as they can affect the perceived credibility of its innovations. The university is therefore advised to leverage its strong governance framework to address these specific vulnerabilities, thereby ensuring its scientific contributions remain both impactful and unimpeachable.
The University of Nottingham presents a Z-score of 0.283 in this indicator, which is notably lower than the national average of 0.597. Although both the institution and the country operate within a medium-risk context for this practice, the university's lower score suggests a more controlled and differentiated management approach. This indicates that while its researchers engage in legitimate collaborations that result in multiple affiliations, the institution appears to more effectively moderate the risk of strategic "affiliation shopping" or the artificial inflation of institutional credit, a practice that is more common across the national system.
With a Z-score of 0.126, the institution shows a moderate deviation from the national standard, which sits at a low-risk Z-score of -0.088. This suggests the university is more sensitive to risk factors leading to retractions than its national peers. Retractions are complex events, but a rate significantly higher than the average alerts to a potential vulnerability in the institution's integrity culture. This discrepancy warrants a qualitative review by management to determine whether quality control mechanisms prior to publication may be failing systemically or if there is a recurring lack of methodological rigor that requires immediate attention.
The institution demonstrates an exceptionally strong performance with a Z-score of -0.819, positioning it in the very low-risk category and well below the country's low-risk average of -0.673. This low-profile consistency signals an exemplary level of external validation. The absence of risk signals confirms that the university's academic influence is built on recognition from the global community, not on internal dynamics. This effectively mitigates any concern of scientific isolation or 'echo chambers,' showcasing a research culture that confidently engages with external scrutiny rather than relying on the inflation of endogamous impact.
The university's Z-score of -0.411 is almost perfectly aligned with the national average of -0.436, placing both in a state of integrity synchrony within the very low-risk category. This total alignment with an environment of maximum scientific security is a testament to the institution's robust due diligence in selecting dissemination channels. It demonstrates a clear and effective policy of avoiding predatory or low-quality publications, thereby protecting its resources and reputation from the severe risks associated with channeling work through media that fail to meet international ethical or quality standards.
With a Z-score of -0.041, the university maintains a low-risk profile, showcasing institutional resilience against the medium-risk trend observed nationally (Z-score: 0.587). This suggests that the institution's internal control mechanisms act as an effective filter, mitigating the systemic risks present in its environment. The university successfully distinguishes between necessary massive collaboration in "Big Science" and questionable practices like author list inflation. This prudent approach reinforces individual accountability and transparency in authorship, a key component of research integrity.
The institution records a Z-score of 0.058, which, while in the medium-risk category, is considerably better than the national average of 0.147. This reflects a differentiated management strategy that moderates a risk common throughout the country. A smaller gap suggests that the university's scientific prestige is less dependent on external partners and more reflective of its own structural capacity. This performance indicates a healthier balance between collaborative impact and genuine internal intellectual leadership, reducing the sustainability risk associated with prestige that is primarily exogenous.
The university exhibits a prudent profile with a Z-score of -0.347, a figure that indicates more rigorous process management than the national standard (-0.155), even though both are within the low-risk category. This superior performance suggests a healthy institutional culture that effectively balances quantity and quality in scientific output. By maintaining a low rate of extreme individual publication volumes, the university mitigates risks such as coercive authorship or the assignment of credit without meaningful intellectual contribution, reinforcing a commitment to the integrity of the scientific record over the simple inflation of metrics.
With a Z-score of -0.268, the university's performance is in near-perfect synchrony with the national average of -0.262, firmly placing it in a shared environment of maximum scientific security. This alignment on a very low-risk indicator demonstrates a strong commitment to avoiding academic endogamy. By not depending on in-house journals, the institution ensures its scientific production undergoes independent external peer review, which is crucial for avoiding conflicts of interest, enhancing global visibility, and preventing the use of internal channels as 'fast tracks' for publication without standard competitive validation.
The institution achieves a very low-risk Z-score of -0.468, demonstrating a low-profile consistency that is significantly stronger than the country's low-risk average of -0.155. This absence of risk signals, even when compared to a healthy national standard, points to an exemplary institutional culture. It indicates a clear prioritization of significant new knowledge over the artificial inflation of productivity metrics through data fragmentation or 'salami slicing.' This commitment to publishing coherent, impactful studies upholds the integrity of the scientific evidence base and respects the resources of the peer-review system.