| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.595 | 1.550 |
|
Retracted Output
|
-0.193 | -0.138 |
|
Institutional Self-Citation
|
-0.276 | -0.328 |
|
Discontinued Journals Output
|
-0.495 | -0.472 |
|
Hyperauthored Output
|
0.452 | 0.597 |
|
Leadership Impact Gap
|
0.428 | 0.020 |
|
Hyperprolific Authors
|
-0.055 | -0.350 |
|
Institutional Journal Output
|
-0.268 | -0.262 |
|
Redundant Output
|
-0.595 | -0.362 |
The University of Gothenburg demonstrates a robust scientific integrity profile, with an overall risk score of -0.029 that is closely aligned with the national benchmark for Sweden. This reflects a solid operational foundation, particularly distinguished by exceptional performance in areas of publication ethics. The institution's main strengths are evident in its very low rates of output in discontinued journals, institutional journals, and redundant publications, indicating strong due diligence in selecting publication venues and a commitment to originality. Conversely, areas requiring strategic attention include the Rate of Multiple Affiliations, the Rate of Hyper-Authored Output, and a notable Gap between the impact of its total output and that of research where it holds leadership. According to SCImago Institutions Rankings data, these integrity metrics underpin a powerful research portfolio, with world-class rankings in key thematic areas such as Dentistry, Economics, Econometrics and Finance, Psychology, and Social Sciences. While this thematic excellence is a testament to the University's mission to advance knowledge and societal development, the identified medium-risk indicators, especially the reliance on external partners for impact, could challenge the long-term sustainability of this leadership. Ensuring that institutional prestige is built upon genuine internal capacity and transparent collaborative practices is crucial for aligning operational conduct with the core values of excellence and social responsibility. A proactive strategy to address these vulnerabilities will not only mitigate risk but also reinforce the University's position as a global leader in responsible and impactful research.
The University of Gothenburg presents a Z-score of 1.595 in this indicator, a value nearly identical to the national average for Sweden, which stands at 1.550. This close alignment suggests that the institution's engagement in multiple affiliation practices reflects a systemic pattern common throughout the country's research ecosystem, rather than an isolated institutional behavior. While multiple affiliations are often a legitimate result of researcher mobility, dual appointments, or partnerships, the medium level of this indicator warrants a review. It is important to ensure these collaborations are driven by substantive scientific synergy and not by strategic attempts to inflate institutional credit or "affiliation shopping," a risk that appears to be a shared characteristic of the national system.
With a Z-score of -0.193, the University of Gothenburg shows a lower incidence of retracted publications compared to the national average of -0.138. This favorable result points to a prudent and rigorous approach to quality control. The institution's performance suggests that its internal mechanisms for ensuring methodological soundness and ethical oversight are more effective than the national standard. Retractions are complex events, and a low rate like this one is a positive signal of responsible supervision and a healthy integrity culture, where potential errors are likely identified and corrected before they escalate to the point of requiring public retraction.
The institution's Z-score for self-citation is -0.276, which is slightly higher than Sweden's national average of -0.328. This subtle difference signals an incipient vulnerability that warrants monitoring before it escalates. A certain level of self-citation is natural and reflects the continuity of established research lines. However, a value that begins to creep above the national baseline, even if still low, could be an early indicator of a trend towards scientific isolation or 'echo chambers.' It is advisable to review publication and citation practices to ensure that the institution's academic influence continues to be validated by the global community rather than being disproportionately shaped by internal dynamics.
The University of Gothenburg exhibits a Z-score of -0.495, indicating an almost complete absence of publications in discontinued journals, a performance even stronger than the already low national average of -0.472. This result signifies total operational silence in a high-risk area, demonstrating exceptional due diligence in the selection of dissemination channels. A high proportion of output in such journals would be a critical alert for reputational risk, but the University's score confirms its researchers are effectively avoiding predatory or low-quality publishing practices, thereby protecting institutional resources and scientific credibility.
In the area of hyper-authorship, the University's Z-score is 0.452, which is notably lower than the national average of 0.597. This indicates a differentiated management approach, where the institution successfully moderates a risk that appears more common across the country. While extensive author lists are legitimate in 'Big Science' contexts, a medium-level indicator outside these fields can signal author list inflation. The University's ability to maintain a lower rate than its national peers suggests more effective governance over authorship practices, helping to preserve individual accountability and transparency in collaborative research.
The University of Gothenburg has a Z-score of 0.428 for this indicator, revealing a significantly wider gap than the national average of 0.020. This high exposure suggests the institution is more prone than its national peers to a dependency on external collaborations for its overall citation impact. While partnering is essential, a large positive gap signals a sustainability risk, where scientific prestige may be more exogenous than structural. This metric invites a strategic reflection on whether the University's high-impact metrics are a result of its own intellectual leadership or its positioning in collaborations led by others, a dynamic that could affect its long-term scientific autonomy and reputation.
With a Z-score of -0.055, the institution shows a slightly higher rate of hyperprolific authors than the Swedish average of -0.350. This score points to an incipient vulnerability that should be reviewed before it grows. While high productivity can be a sign of leadership, extreme individual publication volumes can challenge the limits of meaningful intellectual contribution. This indicator serves as a cautionary signal to investigate for potential imbalances between quantity and quality, 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's Z-score of -0.268 for publications in its own journals is in almost perfect alignment with the national average of -0.262. This demonstrates integrity synchrony, reflecting a shared commitment within the Swedish academic system to avoid potential conflicts of interest and academic endogamy. By not relying on in-house journals, which can bypass independent external peer review, the institution ensures its research undergoes standard competitive validation. This practice reinforces global visibility and credibility, confirming a secure and transparent approach to scientific dissemination.
The University of Gothenburg achieves a Z-score of -0.595, indicating a very low rate of redundant output, which is significantly better than the national low-risk average of -0.362. This low-profile consistency demonstrates an exemplary adherence to publication ethics. The institution's performance shows a clear disconnection from any national tendencies toward data fragmentation or 'salami slicing,' a practice where studies are divided into minimal units to inflate productivity. This result highlights a commitment to publishing significant, coherent bodies of work, which strengthens the scientific record and respects the academic review system.