| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.152 | 0.597 |
|
Retracted Output
|
0.427 | -0.088 |
|
Institutional Self-Citation
|
-1.302 | -0.673 |
|
Discontinued Journals Output
|
-0.350 | -0.436 |
|
Hyperauthored Output
|
-0.224 | 0.587 |
|
Leadership Impact Gap
|
1.989 | 0.147 |
|
Hyperprolific Authors
|
-1.061 | -0.155 |
|
Institutional Journal Output
|
-0.268 | -0.262 |
|
Redundant Output
|
-0.093 | -0.155 |
Bournemouth University demonstrates a robust and commendable scientific integrity profile, with an overall risk score of -0.072 indicating performance that is slightly better than the global baseline. The institution's primary strengths lie in its exceptionally low rates of Institutional Self-Citation, Hyperprolific Authorship, and publication in its own journals, signaling a culture of external validation and strong individual accountability. Areas requiring strategic attention include a moderate rate of retracted publications and a significant gap between the impact of its total output versus that of its researcher-led output, which suggest opportunities to enhance pre-publication quality control and bolster internal research leadership. According to SCImago Institutions Rankings data, the university's academic strengths are particularly pronounced in areas such as Business, Management and Accounting, Computer Science, Engineering, and Arts and Humanities. While the institution's specific mission was not available for this analysis, these findings highlight a potential tension: the identified risks, particularly around impact dependency, could challenge the universal academic goals of achieving sustainable excellence and demonstrating intellectual leadership. By leveraging its clear strengths in research integrity, Bournemouth University is well-positioned to address these vulnerabilities and further solidify its reputation for producing high-quality, impactful, and ethically sound research.
With a Z-score of -0.152, Bournemouth University exhibits a low rate of multiple affiliations, demonstrating institutional resilience against a national context where this practice is more common (country Z-score: 0.597). This suggests the university's governance and policies effectively mitigate the systemic risks observed across the country. While multiple affiliations can be a legitimate outcome of collaboration, disproportionately high rates can signal strategic attempts to inflate institutional credit. The university’s controlled profile indicates a healthy approach to academic partnerships, avoiding the reputational risks associated with "affiliation shopping" and ensuring that institutional credit is claimed appropriately.
The institution presents a Z-score of 0.427 in this indicator, a moderate deviation from the national standard, which shows a low-risk profile (country Z-score: -0.088). This suggests the university is more sensitive to the factors leading to retractions than its national peers. Retractions are complex events, and some signify responsible supervision in correcting unintentional errors. However, a rate notably higher than the national average serves as an alert that pre-publication quality control mechanisms may be facing systemic challenges. This discrepancy warrants a qualitative verification by management to investigate whether it stems from recurring malpractice or a lack of methodological rigor, thereby protecting the institution's integrity culture.
Bournemouth University shows an exceptionally low Z-score of -1.302, a clear positive signal that is even stronger than the low national average (country Z-score: -0.673). This low-profile consistency demonstrates an absence of risk signals that aligns with, and improves upon, the national standard. A certain level of self-citation is natural, but the university’s very low rate indicates a strong external orientation, free from scientific isolation or 'echo chambers'. This result confirms that the institution's academic influence is driven by recognition from the global community rather than being inflated by internal dynamics, reflecting a high degree of external validation for its research.
The institution's Z-score of -0.350 is in the very low-risk category, though it represents a slight residual noise when compared to the even lower national average of -0.436. In an environment that is largely inert to this risk, the university is among the first to show any signal, however minimal. A high proportion of publications in such journals would be a critical alert regarding due diligence in selecting dissemination channels. While the current level is not alarming, this minor signal suggests that reinforcing information literacy programs could help eliminate the few isolated instances of publication in media that may not meet international ethical or quality standards, thus preventing any potential reputational risk.
The university maintains a low-risk Z-score of -0.224, showcasing institutional resilience in a national environment with a moderate risk level (country Z-score: 0.587). This indicates that the institution's control mechanisms are effectively mitigating a risk that is more prevalent systemically. In fields outside of "Big Science," a high rate of hyper-authorship can indicate author list inflation, which dilutes accountability. Bournemouth University's profile suggests it successfully distinguishes between necessary massive collaboration and questionable "honorary" authorship practices, thereby upholding transparency and individual responsibility in its publications.
With a Z-score of 1.989, the institution shows high exposure to this risk, a level significantly more pronounced than the national average, which also sits in the medium-risk category (country Z-score: 0.147). This wide positive gap suggests that while the university is involved in high-impact work, its scientific prestige appears to be highly dependent on external partners and is not yet fully structural. This situation presents a sustainability risk, inviting strategic reflection on whether the institution's excellence metrics result from its own internal capacity or from its positioning in collaborations where it does not exercise primary intellectual leadership. Closing this gap is key to building a more autonomous and robust research ecosystem.
The university's Z-score of -1.061 is in the very low-risk category, demonstrating a strong, low-profile consistency when compared to the low-risk national average (country Z-score: -0.155). This absence of risk signals is a positive indicator of a healthy research environment. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to imbalances between quantity and quality. The university's excellent result in this area suggests that its researchers maintain a sustainable and credible level of productivity, avoiding dynamics like coercive authorship or other practices that prioritize metrics over the integrity of the scientific record.
Bournemouth University exhibits a Z-score of -0.268, indicating a state of integrity synchrony with the national environment, which has a nearly identical score of -0.262. This total alignment reflects a shared commitment to avoiding academic endogamy. In-house journals can raise conflicts of interest, as the institution acts as both judge and party. The university’s negligible rate of publication in such venues demonstrates a clear preference for independent, external peer review, ensuring its scientific production is validated through standard competitive channels and maximizing its global visibility.
With a Z-score of -0.093, the institution shows an incipient vulnerability in this area, as its low-risk score is slightly higher than the national average of -0.155. This suggests the university displays minor signals that warrant review before they escalate. Massive bibliographic overlap between publications can indicate data fragmentation or 'salami slicing,' a practice of dividing a study into minimal units to artificially inflate productivity. While the current level is low, this signal suggests a need for vigilance to ensure that the institutional focus remains on producing significant new knowledge rather than prioritizing publication volume, which can distort scientific evidence.