| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.306 | 0.597 |
|
Retracted Output
|
-0.230 | -0.088 |
|
Institutional Self-Citation
|
-0.259 | -0.673 |
|
Discontinued Journals Output
|
-0.497 | -0.436 |
|
Hyperauthored Output
|
0.453 | 0.587 |
|
Leadership Impact Gap
|
-0.332 | 0.147 |
|
Hyperprolific Authors
|
-0.688 | -0.155 |
|
Institutional Journal Output
|
-0.268 | -0.262 |
|
Redundant Output
|
-0.513 | -0.155 |
The University of Durham demonstrates a robust scientific integrity profile, reflected in an overall risk score of -0.266, which indicates performance superior to the global average. The institution exhibits particular strength in its control over publication channels, with very low risk signals for output in discontinued or institutional journals, and a commendable absence of redundant publications. While a prudent approach is observed in most areas, moderate risk signals in the rates of multiple affiliations and hyper-authored output warrant strategic attention. These strong integrity foundations support the university's outstanding academic performance, particularly in its world-class thematic areas as identified by the SCImago Institutions Rankings, including Arts and Humanities (ranked 10th in the UK), Business, Management and Accounting (13th), and Earth and Planetary Sciences (14th). This commitment to sound scientific practice is fundamental to its mission of providing a "safe, motivating and enjoyable environment," as a culture of integrity is essential for nurturing genuine intellectual growth and fostering the "mutually rewarding relationships" it seeks to build. To maintain this alignment, it is recommended that the university continues to reinforce its governance frameworks while proactively monitoring the identified areas of moderate risk to ensure its reputation for excellence remains unassailable.
The University of Durham (Z-score: 0.306) shows a more moderate rate of multiple affiliations compared to the national trend in the United Kingdom (Z-score: 0.597). This suggests a differentiated management approach, where the institution successfully moderates a practice that is otherwise common in its environment. While multiple affiliations often result from legitimate partnerships, the university's ability to keep this rate below the national average indicates effective policies that discourage strategic attempts to inflate institutional credit or "affiliation shopping," ensuring that collaborative credit is a reflection of genuine scientific contribution.
With a Z-score of -0.230, the institution demonstrates a more prudent profile regarding retracted publications than the national standard (Z-score: -0.088). This lower-than-average rate suggests that the university's quality control mechanisms prior to publication are particularly rigorous. A rate significantly below its peers is a positive indicator of a strong integrity culture, reflecting effective methodological oversight and a commitment to preventing the types of recurring malpractice or lack of rigor that can lead to systemic vulnerabilities and subsequent retractions.
The University of Durham's rate of institutional self-citation (Z-score: -0.259) presents an incipient vulnerability, as it is noticeably higher than the very low national average (Z-score: -0.673). While a certain level of self-citation is natural, this deviation warrants review. A higher-than-average rate can signal a risk of developing scientific 'echo chambers' where work is validated internally without sufficient external scrutiny. It is a preliminary warning against the potential for endogamous impact inflation, suggesting a need to ensure the institution's academic influence is consistently validated by the global community.
The institution exhibits total operational silence in this area, with a Z-score of -0.497 that indicates an almost complete absence of publications in discontinued journals, performing even better than the already low national average (Z-score: -0.436). This exceptional result is a critical indicator of high-quality due diligence in selecting dissemination channels. It demonstrates that the university's researchers are well-informed and effectively avoid predatory or low-quality publishing practices, thereby protecting institutional resources and reputation from severe risks.
The university's rate of hyper-authored output (Z-score: 0.453) is managed more effectively than the national average (Z-score: 0.587), indicating a differentiated approach to a common practice. While extensive author lists are legitimate in 'Big Science,' a lower-than-average rate outside these contexts suggests the institution has mechanisms to discourage author list inflation. This moderation helps maintain individual accountability and transparency, ensuring that authorship reflects meaningful contribution rather than 'honorary' or political practices.
The University of Durham demonstrates strong institutional resilience, with a Z-score of -0.332 indicating a minimal gap between its overall impact and the impact of research it leads. This stands in contrast to the national context (Z-score: 0.147), where a greater dependency on external partners for impact is observed. The university's result is a powerful signal of sustainable, endogenous scientific prestige. It confirms that its high-impact research is a product of real internal capacity and intellectual leadership, rather than a dependency on collaborations where it does not lead.
With a Z-score of -0.688, the institution maintains a prudent profile regarding hyperprolific authors, showing significantly fewer instances than the national standard (Z-score: -0.155). This suggests a healthy balance between productivity and quality. By avoiding extreme individual publication volumes, the university mitigates risks such as coercive authorship or the assignment of credit without real participation, reinforcing an environment where the integrity of the scientific record is prioritized over the inflation of quantitative metrics.
The university's rate of publication in its own journals (Z-score: -0.268) is in perfect synchrony with the national environment (Z-score: -0.262), reflecting a shared standard of maximum scientific security. This alignment demonstrates that the institution does not rely on internal channels to bypass independent external peer review. This practice is crucial for avoiding conflicts of interest and academic endogamy, ensuring that its scientific output is validated through standard competitive processes and achieves global visibility.
The institution shows an exemplary low-profile consistency, with a near-zero rate of redundant output (Z-score: -0.513) that aligns with the low-risk national standard (Z-score: -0.155). This absence of signals indicates a strong institutional culture that discourages data fragmentation or 'salami slicing.' By promoting the publication of coherent, significant studies over artificially inflated publication counts, the university upholds the integrity of the scientific evidence base and demonstrates a commitment to producing new knowledge of substance.
