| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.187 | 0.597 |
|
Retracted Output
|
1.310 | -0.088 |
|
Institutional Self-Citation
|
-1.090 | -0.673 |
|
Discontinued Journals Output
|
-0.130 | -0.436 |
|
Hyperauthored Output
|
-1.135 | 0.587 |
|
Leadership Impact Gap
|
0.822 | 0.147 |
|
Hyperprolific Authors
|
0.167 | -0.155 |
|
Institutional Journal Output
|
-0.268 | -0.262 |
|
Redundant Output
|
0.394 | -0.155 |
The University of Bolton presents a profile of notable strengths in research integrity juxtaposed with specific, critical areas requiring immediate strategic attention. With an overall integrity score of 0.288, the institution demonstrates robust governance in key areas, particularly in maintaining very low rates of Institutional Self-Citation, Hyper-Authored Output, and publication in its own journals, indicating a culture that values external validation and clear accountability. These strengths provide a solid foundation for its research activities, which show particular prominence in thematic areas such as Energy and Engineering, according to SCImago Institutions Rankings data. However, this positive landscape is seriously challenged by a significant alert in the Rate of Retracted Output and medium-level risks related to productivity and impact dependency. These vulnerabilities directly conflict with the university's mission to be a “Research Informed” institution supported by the “quality of our staff,” as they suggest potential gaps in quality assurance that could undermine both research credibility and the student educational experience. To fully align its practices with its mission, it is recommended that the university leverage its established integrity strengths to develop and implement targeted interventions that address these critical weaknesses, thereby safeguarding its reputation and reinforcing its commitment to excellence.
The University of Bolton demonstrates a Z-score of -0.187, which is notably lower than the national average of 0.597. This indicates a high degree of institutional resilience. While the national context shows a medium level of risk associated with multiple affiliations, the university's control mechanisms appear to effectively mitigate these systemic trends. Multiple affiliations can be a legitimate outcome of collaboration, but disproportionately high rates can signal strategic attempts to inflate institutional credit. The university’s low rate suggests that its affiliations are well-managed and reflect genuine scientific partnerships rather than "affiliation shopping," reinforcing a transparent approach to institutional credit.
There is a severe discrepancy in this indicator, with the university showing a Z-score of 1.310 against a national average of -0.088. This atypical level of risk activity is a critical alert that requires a deep integrity assessment. While some retractions result from the honest correction of errors, a rate so significantly higher than the national standard suggests that pre-publication quality control mechanisms may be failing systemically. This is not merely a series of isolated incidents but a potential vulnerability in the institution's integrity culture, pointing to possible recurring malpractice or a lack of methodological rigor that warrants immediate qualitative verification and intervention by management to protect the institution's reputation.
The university exhibits an exceptionally strong profile with a Z-score of -1.090, well below the country's already low average of -0.673. This reflects a commendable absence of risk signals and aligns with the highest national standards of integrity. A certain level of self-citation is natural, but high rates can signal scientific isolation or 'echo chambers.' The university's very low score indicates that its research is validated by the broader scientific community, not just internally. This demonstrates a healthy integration into global research networks and confirms that its academic influence is driven by external recognition rather than being inflated by endogamous dynamics.
A slight divergence is noted, with the university's Z-score at -0.130 compared to the national average of -0.436. Although the risk is low, the institution shows minor signals of activity in this area that are largely absent across the rest of the country. Sporadic publication in discontinued journals can occur, but any consistent presence is an alert regarding due diligence in selecting dissemination channels. This score suggests a need to reinforce information literacy among researchers to ensure that scientific output is channeled through reputable media that meet international standards, thereby avoiding potential reputational risks associated with low-quality or 'predatory' practices.
The university demonstrates a clear preventive isolation from national trends, with a Z-score of -1.135 in stark contrast to the country's medium-risk average of 0.587. The institution does not replicate the risk dynamics observed in its environment, indicating strong governance around authorship. In fields outside of 'Big Science,' high rates of hyper-authorship can signal author list inflation, which dilutes individual accountability. The university's very low score suggests its authorship practices are transparent and well-defined, effectively distinguishing between necessary collaboration and potentially inappropriate 'honorary' authorship.
The institution shows high exposure in this area, with a Z-score of 0.822, significantly higher than the national average of 0.147. This indicates that the university is more prone than its national peers to a dependency on external partners for its citation impact. A wide positive gap, where overall impact is high but the impact of institution-led research is low, signals a sustainability risk. This result suggests that a significant portion of the university's scientific prestige may be exogenous and dependent on collaborations where it does not exercise intellectual leadership, inviting a strategic reflection on how to build and showcase its own structural research capacity.
A moderate deviation is observed, with the university's Z-score of 0.167 standing in contrast to the national average of -0.155. This suggests the institution has a greater sensitivity to risk factors associated with extreme productivity than its peers. While high productivity can reflect leadership, extreme publication volumes challenge the limits of meaningful intellectual contribution. This elevated indicator serves as an alert to potential imbalances between quantity and quality, pointing to risks such as coercive authorship or the assignment of authorship without real participation—dynamics that prioritize metrics over the integrity of the scientific record.
The university demonstrates perfect integrity synchrony with the national environment, with its Z-score of -0.268 being almost identical to the country average of -0.262. This total alignment reflects an environment of maximum scientific security regarding this indicator. Excessive dependence on in-house journals can raise conflicts of interest and signal academic endogamy. The university's very low score confirms its commitment to independent external peer review, ensuring its scientific production is validated through standard competitive channels and enhancing its global visibility.
The institution shows a moderate deviation from the national norm, with a Z-score of 0.394, while the country average is -0.155. This indicates a greater sensitivity to practices related to data fragmentation or 'salami slicing' compared to its peers. Massive bibliographic overlap between publications often indicates that a coherent study has been divided into minimal publishable units to artificially inflate productivity. This elevated value warns that such practices may be distorting the available scientific evidence and prioritizing publication volume over the generation of significant new knowledge, a trend that warrants closer review.
