| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.381 | 0.597 |
|
Retracted Output
|
-0.118 | -0.088 |
|
Institutional Self-Citation
|
-0.748 | -0.673 |
|
Discontinued Journals Output
|
-0.485 | -0.436 |
|
Hyperauthored Output
|
1.105 | 0.587 |
|
Leadership Impact Gap
|
0.774 | 0.147 |
|
Hyperprolific Authors
|
-0.501 | -0.155 |
|
Institutional Journal Output
|
-0.268 | -0.262 |
|
Redundant Output
|
-0.416 | -0.155 |
With an overall risk score of -0.135, Lancaster University demonstrates a robust and commendable scientific integrity profile, indicating that its research practices are well-aligned with international standards of transparency and quality. The institution's primary strengths are evident in its exceptionally low rates of output in discontinued journals, institutional self-citation, and hyperprolific authorship, showcasing a culture that prioritizes credible dissemination channels and substantive contributions over sheer volume. However, areas requiring strategic attention include a medium-risk level for hyper-authored output and a significant gap between the impact of its collaborative research versus that led internally, suggesting a potential dependency on external partners for reputational prestige. These observations are contextualized by the university's outstanding performance in several key disciplines, with SCImago Institutions Rankings placing it among the United Kingdom's elite in areas such as Earth and Planetary Sciences, Economics, Econometrics and Finance, and Social Sciences. While the institution's specific mission was not available for this analysis, the identified vulnerabilities in authorship and impact dependency could challenge universal academic goals of fostering sovereign intellectual leadership and sustainable excellence. By addressing these specific risks, Lancaster University can leverage its strong integrity foundation to further enhance its global standing and ensure its research impact is both structurally sound and internally driven.
The institution presents a Z-score of 0.381, which is notably lower than the national average of 0.597. Although the risk level is moderate and reflects a common pattern within the country, the university's more contained score suggests a differentiated management of this practice. This indicates that the institution is successfully moderating the tendency toward multiple affiliations more effectively than its national peers. While such affiliations are often a legitimate outcome of collaboration, this controlled approach helps mitigate the risk of them being used strategically to inflate institutional credit or engage in “affiliation shopping,” ensuring that co-authorship reflects genuine partnership.
With a Z-score of -0.118, the institution's rate of retracted publications is low and statistically normal, aligning closely with the national benchmark of -0.088. This synchrony indicates that the university's level of post-publication corrections is as expected for an institution of its context and size. Retractions are complex events, and this low, stable rate is consistent with a healthy scientific process of self-correction for unintentional errors, rather than signaling any systemic failure in pre-publication quality control or a vulnerability in its integrity culture.
The institution demonstrates a prudent profile with a Z-score of -0.748, a figure significantly lower than the national average of -0.673. This indicates that the university manages its citation practices with more rigor than the national standard. A certain level of self-citation is natural, but this exceptionally low rate confirms that the institution avoids the risks of operating in a scientific 'echo chamber.' It suggests that the institution's academic influence is validated by broad recognition from the external community, not by endogamous dynamics that can artificially inflate impact.
The institution's Z-score of -0.485 is in almost perfect alignment with the country's score of -0.436, reflecting an integrity synchrony in a very low-risk environment. This total alignment demonstrates a shared commitment to maximum scientific security in the selection of publication venues. The negligible rate of publication in journals that fail to meet international standards indicates that the institution has robust due diligence processes, effectively safeguarding its reputation and resources from the risks of 'predatory' or low-quality publishing practices.
With a Z-score of 1.105, the institution shows a significantly higher rate of hyper-authored publications compared to the national average of 0.587. This high exposure suggests the center is more prone to this risk signal than its peers. While extensive author lists are legitimate in 'Big Science' fields, this elevated rate outside of those contexts can indicate author list inflation, which dilutes individual accountability and transparency. This signal warrants an internal review to distinguish between necessary large-scale collaborations and potential 'honorary' authorship practices that could compromise research integrity.
The institution exhibits a Z-score of 0.774 in this indicator, a value substantially higher than the national average of 0.147. This high exposure reveals a pronounced gap where the institution's overall research impact is significantly higher than the impact of the work it leads, suggesting a greater dependency on collaborative partnerships than its national counterparts. This wide gap signals a potential sustainability risk, as it may indicate that the institution's scientific prestige is largely dependent and exogenous, rather than being built on its own structural capacity for intellectual leadership. It invites a strategic reflection on how to foster more high-impact, internally-led research.
The institution maintains a prudent profile with a Z-score of -0.501, which is considerably lower than the national average of -0.155. This demonstrates that the university's research environment is managed with more rigor than the national standard in this regard. While high productivity can be a sign of leadership, this low incidence of extreme publication volumes (over 50 articles per year) shows the institution effectively mitigates the risks of imbalances between quantity and quality. It suggests a culture that discourages practices like coercive authorship or 'salami slicing' in favor of meaningful intellectual contributions.
With a Z-score of -0.268, the institution's publication rate in its own journals is virtually identical to the national average of -0.262, demonstrating integrity synchrony in a very low-risk area. This total alignment with the national standard confirms a commitment to external validation. By avoiding excessive dependence on in-house journals, the institution sidesteps potential conflicts of interest and the risk of academic endogamy, ensuring its research undergoes independent, external peer review and achieves greater global visibility and credibility.
The institution displays a prudent profile with a Z-score of -0.416, indicating a significantly lower rate of potentially redundant publications than the national average of -0.155. This suggests that its processes are managed with more rigor than the national standard. The low score indicates a strong culture that discourages 'salami slicing'—the practice of fragmenting a single study into multiple minimal publications to inflate output. This commitment to publishing coherent, significant new knowledge over volume enhances the integrity of the scientific record and shows respect for the academic review system.