| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.113 | 0.597 |
|
Retracted Output
|
-0.240 | -0.088 |
|
Institutional Self-Citation
|
-0.613 | -0.673 |
|
Discontinued Journals Output
|
-0.463 | -0.436 |
|
Hyperauthored Output
|
-0.597 | 0.587 |
|
Leadership Impact Gap
|
-1.440 | 0.147 |
|
Hyperprolific Authors
|
-1.413 | -0.155 |
|
Institutional Journal Output
|
-0.268 | -0.262 |
|
Redundant Output
|
-0.572 | -0.155 |
The University of Gloucestershire demonstrates a robust and commendable scientific integrity profile, reflected in an overall risk score of -0.483 Z-score, which indicates a performance significantly healthier than the global average. The institution's primary strength lies in its exceptional control over research and publication processes, with eight out of nine indicators registering in the 'very low' or 'low' risk categories. Key areas of excellence include a negligible gap between its overall research impact and the impact of work under its direct leadership, and a near-zero incidence of hyperprolific authorship and redundant publications. The only area requiring attention is a moderate rate of multiple affiliations, which, while below the national average, warrants strategic oversight. According to SCImago Institutions Rankings data, the university's strongest thematic areas within the United Kingdom include Agricultural and Biological Sciences (ranked 56th), Social Sciences (90th), and Environmental Science (93rd). This strong integrity posture directly supports the university's mission of being "Founded on values, centred on students, focused on learning." By ensuring research is conducted ethically and transparently, the institution upholds its core values and provides a trustworthy academic environment for its students. To further solidify this position, a proactive review of affiliation policies is recommended, ensuring that all collaborative practices continue to enhance, rather than dilute, the institution's well-established reputation for quality and integrity.
The University of Gloucestershire registers a Z-score of 0.113 in this indicator, while the national average for the United Kingdom stands at 0.597. Although this places the institution in a medium-risk category, its performance indicates a more controlled approach compared to the systemic pattern observed across the country. This suggests a differentiated management of collaborative frameworks. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, disproportionately high rates can signal strategic attempts to inflate institutional credit. The university's ability to moderate this common national risk demonstrates a degree of control, but the medium level still suggests that affiliation practices should be monitored to ensure they consistently reflect substantive collaboration rather than "affiliation shopping."
With a Z-score of -0.240, the institution displays a lower rate of retracted publications than the United Kingdom's national average of -0.088. This prudent profile suggests that the university's internal processes are managed with more rigor than the national standard. Retractions are complex events, and a low rate is a positive sign of responsible supervision and effective quality control mechanisms prior to publication. The university's excellent performance in this area indicates that systemic failures or recurring malpractice are highly unlikely, reinforcing the integrity of its research culture and its commitment to methodological rigor.
The institution's Z-score for self-citation is -0.613, slightly higher than the national average of -0.673. While both scores fall within the low-risk range, this slight elevation points to an incipient vulnerability that warrants review before it escalates. A certain level of self-citation is natural and reflects the continuity of established research lines. However, the university's marginally higher rate could be an early signal of a developing 'echo chamber' where work is validated internally without sufficient external scrutiny. Monitoring this trend is advisable to ensure the institution's academic influence continues to be driven by global community recognition rather than endogamous dynamics.
The University of Gloucestershire shows a Z-score of -0.463, demonstrating total alignment with the United Kingdom's national average of -0.436. This integrity synchrony reflects an environment of maximum scientific security regarding the selection of publication venues. A high proportion of output in discontinued journals constitutes a critical alert about due diligence, often exposing an institution to reputational risks from 'predatory' or low-quality practices. The university's negligible rate in this indicator confirms that its researchers exercise excellent judgment in choosing dissemination channels that meet international ethical and quality standards, thereby protecting institutional resources and reputation.
The institution records a Z-score of -0.597, a low-risk value that contrasts sharply with the United Kingdom's medium-risk national average of 0.587. This demonstrates significant institutional resilience, where internal control mechanisms appear to successfully mitigate systemic risks present in the wider environment. Outside of 'Big Science' contexts, a high rate of hyper-authorship can indicate author list inflation, which dilutes individual accountability. The university's ability to filter this national trend suggests its policies effectively distinguish between necessary massive collaboration and 'honorary' authorship, promoting transparency and clear accountability in its research outputs.
With an exceptionally low Z-score of -1.440, the university exhibits a strong and independent research profile, especially when compared to the national average of 0.147, which indicates a medium-risk dependency. This result signifies a preventive isolation, where the institution does not replicate the risk dynamics observed in its environment. A wide positive gap can suggest that scientific prestige is dependent on external partners rather than internal capacity. The university's negative gap, however, indicates that its scientific prestige is structural and sustainable, resulting from real internal capability and intellectual leadership, a clear sign of scientific autonomy and maturity.
The university's Z-score of -1.413 is in the very low-risk category, significantly better than the United Kingdom's already low-risk average of -0.155. This demonstrates a low-profile consistency, where the complete absence of risk signals surpasses the national standard. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to risks such as coercive authorship or the assignment of authorship without real participation. The university's exemplary score indicates a healthy academic culture that prioritizes the quality and integrity of the scientific record over the pursuit of volume-based metrics.
The institution's Z-score of -0.268 is virtually identical to the national average of -0.262, placing both in the very low-risk tier. This integrity synchrony demonstrates a total alignment with a national environment of maximum scientific security. Excessive dependence on in-house journals can raise conflicts of interest and lead to academic endogamy by bypassing independent external peer review. The university's negligible reliance on such channels confirms its commitment to global standards of validation, ensuring its scientific production achieves broad visibility and withstands competitive, external scrutiny.
Registering a Z-score of -0.572, the university demonstrates a near-total absence of this risk behavior, a stronger performance than the United Kingdom's low-risk national average of -0.155. This low-profile consistency, which improves upon the national standard, is a clear indicator of a research culture focused on substance. A high rate of redundant output often points to 'salami slicing'—the practice of dividing a study into minimal publishable units to artificially inflate productivity. The university's excellent result suggests its researchers are committed to publishing significant new knowledge, thereby strengthening the scientific evidence base rather than overburdening the review system with fragmented findings.
