| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.169 | 1.550 |
|
Retracted Output
|
0.032 | -0.138 |
|
Institutional Self-Citation
|
-0.200 | -0.328 |
|
Discontinued Journals Output
|
-0.497 | -0.472 |
|
Hyperauthored Output
|
0.943 | 0.597 |
|
Leadership Impact Gap
|
0.315 | 0.020 |
|
Hyperprolific Authors
|
-0.473 | -0.350 |
|
Institutional Journal Output
|
-0.268 | -0.262 |
|
Redundant Output
|
-0.513 | -0.362 |
Lunds University presents a balanced scientific integrity profile, with an overall risk score of -0.020 that indicates general alignment with global standards. The institution demonstrates significant strengths in operational diligence, showing very low risk in its selection of publication venues, avoidance of redundant publications, and management of institutional journals. However, this stability is contrasted by areas of moderate risk that require strategic attention, namely the rates of retracted output, hyper-authored publications, and a notable gap in the impact of its self-led research. The University's world-class reputation, evidenced by its top national rankings in the SCImago Institutions Rankings in fields such as Business, Management and Accounting; Economics, Econometrics and Finance; and Social Sciences, is built on a foundation of academic excellence. The identified integrity risks, while not critical, could challenge the principles of credibility and responsibility that underpin this excellence. A proactive approach, leveraging its robust governance in low-risk areas to inform and reform practices in the more vulnerable ones, will be key to ensuring its research ecosystem remains both productive and trustworthy.
The institution's Z-score of 1.169 is situated within a national context where the average is 1.550. This indicates that while the university follows a national trend of elevated multiple affiliations, its internal processes appear to moderate this risk more effectively than its peers. While multiple affiliations are often a legitimate result of collaboration, disproportionately high rates can signal strategic attempts to inflate institutional credit or “affiliation shopping.” The university’s differentiated management of this indicator suggests a partial containment of a systemic practice, but the medium risk level still warrants a review to ensure all affiliations reflect substantive and transparent research partnerships.
With a Z-score of 0.032, the institution shows a moderate risk level that deviates significantly from the low-risk national average of -0.138. This disparity suggests the university is more sensitive to factors leading to retractions than its national counterparts. Retractions are complex events, but a rate notably higher than the norm alerts to a potential vulnerability in the institution's integrity culture. This moderate deviation suggests that quality control mechanisms prior to publication may be failing more frequently here than elsewhere in the country, indicating a possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management.
The institution registers a Z-score of -0.200, which, while in the low-risk category, is slightly higher than the national average of -0.328. This subtle difference points to an incipient vulnerability that warrants observation. A certain level of self-citation is natural, reflecting the continuity of research lines. However, this indicator suggests the university is marginally more prone to creating 'echo chambers' than its peers. While the risk is currently low, this trend should be monitored to prevent the development of endogamous impact inflation, where academic influence becomes oversized by internal dynamics rather than validated by the broader scientific community.
The institution's Z-score of -0.497 is in almost perfect alignment with the national average of -0.472, both reflecting a very low-risk environment. This integrity synchrony demonstrates a shared, high standard of due diligence in selecting dissemination channels across the country. This result confirms that the university’s researchers are effectively avoiding media that do not meet international ethical or quality standards, thereby protecting the institution from the reputational and resource-wastage risks associated with 'predatory' or low-quality publishing practices.
The institution's Z-score of 0.943 places it at a medium risk level, notably higher than the national average of 0.597. This indicates a high exposure to this risk factor, suggesting the university is more prone to publishing works with extensive author lists than its national peers. While common in 'Big Science' fields, a high rate outside these contexts can signal author list inflation, which dilutes individual accountability. This heightened exposure serves as a signal to review authorship practices and distinguish between necessary massive collaboration and potentially 'honorary' or political authorship.
With a Z-score of 0.315, the institution shows a much higher exposure to this risk indicator compared to the national average of 0.020. This wide positive gap suggests that a significant portion of the university's citation impact is derived from publications where its researchers are not in leadership roles. This signals a potential sustainability risk, where scientific prestige may be dependent and exogenous rather than a reflection of structural, internal capacity. This finding invites strategic reflection on whether the institution's excellence metrics result from its own intellectual leadership or from strategic positioning in collaborations led by external partners.
The institution demonstrates a prudent profile with a Z-score of -0.473, which is lower than the national average of -0.350. This result indicates that the university manages its processes with more rigor than the national standard in this area. While high productivity can be legitimate, extreme volumes challenge the limits of meaningful intellectual contribution. The institution's lower-than-average score is a positive signal, suggesting a healthy balance between quantity and quality and a reduced risk of practices like coercive authorship or assigning credit without real participation.
The institution's Z-score of -0.268 is virtually identical to the country's average of -0.262, placing both in the very low-risk category. This integrity synchrony shows a total alignment with a national environment of maximum scientific security regarding this indicator. It confirms that the university avoids the potential conflicts of interest and academic endogamy associated with excessive reliance on in-house journals. This practice reinforces the institution's commitment to independent, external peer review and ensures its research competes for validation on a global stage.
With a Z-score of -0.513, the institution operates at a very low-risk level, surpassing the already low-risk national standard of -0.362. This low-profile consistency demonstrates an exemplary absence of risk signals related to data fragmentation. The university’s performance indicates a strong institutional culture that prioritizes the publication of significant, coherent studies over artificially inflating productivity metrics. This commitment to publishing complete work protects the integrity of the scientific record and avoids overburdening the peer-review system.