| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.813 | 0.597 |
|
Retracted Output
|
0.286 | -0.088 |
|
Institutional Self-Citation
|
-0.774 | -0.673 |
|
Discontinued Journals Output
|
-0.332 | -0.436 |
|
Hyperauthored Output
|
0.339 | 0.587 |
|
Leadership Impact Gap
|
-1.225 | 0.147 |
|
Hyperprolific Authors
|
-0.953 | -0.155 |
|
Institutional Journal Output
|
-0.268 | -0.262 |
|
Redundant Output
|
-0.448 | -0.155 |
Plymouth University presents a balanced scientific integrity profile, with an overall risk score of -0.127 that indicates general alignment with expected standards but also reveals specific areas for strategic focus. The institution demonstrates exceptional strengths in governance and intellectual autonomy, evidenced by very low-risk indicators for the impact gap of its own research, the absence of hyperprolific authors, and minimal use of institutional or discontinued journals. These strengths are foundational to its mission of "Advancing knowledge, transforming lives" and are reflected in its strong national rankings in key thematic areas such as Dentistry (16th), Pharmacology, Toxicology and Pharmaceutics (21st), and Chemistry (30th), according to SCImago Institutions Rankings data. However, this solid base is contrasted by medium-risk alerts in the Rate of Multiple Affiliations and, most notably, the Rate of Retracted Output, which deviates from the national trend. These vulnerabilities could challenge the credibility and transformative impact of its research. To fully realize its mission, the University should leverage its robust internal governance to implement enhanced quality assurance and collaboration oversight, ensuring that its operational practices consistently match its demonstrated thematic excellence and commitment to societal impact.
The institution presents a Z-score of 0.813, which is higher than the national average of 0.597. This indicates that the University is more prone to this risk factor than its peers within a national system where this practice is already common. This pattern suggests a high exposure to the dynamics that drive multiple affiliations. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, disproportionately high rates can signal strategic attempts to inflate institutional credit or “affiliation shopping.” The University's elevated rate warrants a review of its collaboration policies to ensure that co-authorships reflect genuine scientific partnerships rather than primarily administrative or metric-driven arrangements.
With a Z-score of 0.286, the institution shows a moderate deviation from the national standard, which sits at a low-risk score of -0.088. This discrepancy highlights that the University demonstrates a greater sensitivity to factors leading to retractions than its national peers. A rate significantly higher than the global average alerts to a vulnerability in the institution's integrity culture. This suggests that quality control mechanisms prior to publication may be failing systemically, indicating possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to protect its scientific reputation.
The institution's Z-score of -0.774 is notably lower than the national average of -0.673, reflecting a prudent and rigorous approach to citation practices. This demonstrates that the University manages its processes with more discipline than the national standard, actively avoiding potential citation distortions. A certain level of self-citation is natural, but the institution's low rate signals a healthy integration with the global scientific community, mitigating any risk of becoming an 'echo chamber' where work is validated without sufficient external scrutiny. This ensures that its academic influence is built on broad recognition rather than being inflated by internal dynamics.
The institution's Z-score is -0.332, while the country's is -0.436. Both scores indicate a virtually non-existent risk, but the University shows a minuscule signal in an otherwise inert environment. This residual noise is statistically insignificant and reflects an excellent overall policy for selecting publication venues. It confirms that the institution is not exposed to reputational risks from channeling work through media lacking international ethical or quality standards, and its researchers demonstrate strong due diligence in their choice of journals.
With a Z-score of 0.339, the institution demonstrates more moderate authorship patterns compared to the national average of 0.587. This reflects a differentiated management approach, where the University successfully moderates a risk that appears more common across the country. This control suggests an effective institutional culture that helps distinguish between necessary massive collaboration and potentially problematic 'honorary' or political authorship practices. By maintaining lower rates of hyper-authorship, the University reinforces individual accountability and transparency in its research contributions.
The institution exhibits an exceptionally low Z-score of -1.225, in stark contrast to the national average of 0.147, which indicates a medium risk of impact dependency. This demonstrates a clear preventive isolation, where the University does not replicate the risk dynamics observed in its environment. A very wide positive gap signals that scientific prestige is dependent and exogenous, but this institution's negative gap proves the opposite: its scientific prestige is structural and results from real internal capacity. This is a powerful indicator of sustainability and intellectual leadership, showing that its excellence is homegrown and not merely the result of strategic positioning in collaborations led by others.
The institution's Z-score of -0.953 signifies a complete absence of hyperprolific authors, a low-profile consistency that aligns perfectly with the low-risk national standard of -0.155. This result indicates a healthy academic environment where the balance between quantity and quality is maintained. By avoiding extreme individual publication volumes, the University effectively mitigates risks such as coercive authorship, 'salami slicing,' or the assignment of authorship without real participation, thereby prioritizing the integrity of the scientific record over the inflation of productivity metrics.
With a Z-score of -0.268, the institution is in perfect integrity synchrony with the national average of -0.262. This total alignment with an environment of maximum scientific security shows a clear commitment to external validation. This practice avoids the conflicts of interest that arise when an institution acts as both judge and party in the publication process. By shunning academic endogamy, the University ensures its scientific production undergoes independent external peer review, enhancing its global visibility and validating its research through standard competitive channels.
The institution's Z-score of -0.448 is significantly lower than the national average of -0.155, indicating a prudent profile in its publication practices. This suggests that the University manages its research output with more rigor than the national standard, actively discouraging data fragmentation. A low value in this indicator shows a commitment to publishing coherent and significant studies rather than artificially inflating productivity by dividing research into 'minimal publishable units.' This approach strengthens the scientific record and demonstrates respect for the academic review system.