| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.550 | -0.755 |
|
Retracted Output
|
-0.381 | -0.058 |
|
Institutional Self-Citation
|
0.885 | 0.660 |
|
Discontinued Journals Output
|
-0.467 | -0.195 |
|
Hyperauthored Output
|
0.105 | -0.109 |
|
Leadership Impact Gap
|
0.905 | 0.400 |
|
Hyperprolific Authors
|
-1.114 | -0.611 |
|
Institutional Journal Output
|
-0.268 | 0.344 |
|
Redundant Output
|
0.587 | 0.026 |
The University of Wroclaw demonstrates a robust overall integrity profile, with a global risk score of -0.277 indicating performance that is commendably safer than the international baseline. The institution's primary strengths lie in its rigorous quality control and dissemination practices, evidenced by exceptionally low rates of retracted output, publication in discontinued journals, hyperprolific authorship, and output in institutional journals. These strengths form a solid foundation for its mission to conduct "highest, top quality research." However, areas requiring strategic attention include a high dependency on external partners for research impact, elevated rates of institutional self-citation, and patterns of hyper-authorship and redundant publication that exceed national averages. These factors could subtly undermine the mission's goal of building a self-sustaining "centre for scientific, intellectual and cultural life." The university's academic excellence is clearly reflected in its SCImago Institutions Rankings, with prominent national leadership in key areas such as Psychology (ranked 4th in Poland), Arts and Humanities (7th), and Social Sciences (13th). To fully align its operational practices with its stated mission, the university is encouraged to focus on fostering internal research leadership and refining authorship and citation norms, thereby ensuring that its recognized thematic strengths are built upon a sustainable and transparent model of scientific contribution.
With a Z-score of -0.550, the University of Wroclaw's rate of multiple affiliations is slightly higher than the national average of -0.755, though both are within a low-risk range. This subtle difference suggests an incipient vulnerability, indicating that while the university's collaboration patterns are largely standard, they show early signals that warrant review before escalating. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this slight elevation compared to national peers could signal the beginning of a trend towards strategic attempts to inflate institutional credit, a practice that should be monitored to ensure all affiliations reflect substantive collaboration.
The institution exhibits an exemplary record in this area, with a Z-score of -0.381, signifying a very low rate of retracted publications. This performance is notably better than the national average of -0.058, demonstrating low-profile consistency where the absence of risk signals aligns with, and even surpasses, the national standard. Retractions can be complex, but such a low rate strongly suggests that the university's quality control and supervision mechanisms prior to publication are functioning effectively. This indicates a robust integrity culture that successfully prevents the kind of recurring malpractice or lack of methodological rigor that would lead to systemic post-publication corrections.
The university shows a medium-risk Z-score of 0.885, which is notably higher than the national average of 0.660. This indicates a high exposure to this risk factor, suggesting the institution is more prone to this behavior than its peers. A certain level of self-citation is natural, reflecting the continuity of research lines. However, this disproportionately high rate signals a potential for concerning scientific isolation or 'echo chambers' where the institution validates its own work without sufficient external scrutiny. This value warns of the risk of endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than by broader recognition from the global community.
With a Z-score of -0.467, the university demonstrates a very low incidence of publishing in discontinued journals, a figure significantly better than the national average of -0.195. This reflects a consistent and low-risk profile, where the institution's practices align with high standards of due diligence. A low rate in this indicator is a critical sign of responsible research management, indicating that the university's researchers are effectively selecting reputable dissemination channels. This protects the institution from severe reputational risks and shows a high level of information literacy, avoiding the waste of resources on 'predatory' or low-quality publication practices.
The university's Z-score for hyper-authored output is 0.105, placing it in the medium-risk category and marking a moderate deviation from the national average of -0.109, which is in the low-risk range. This shows a greater sensitivity to this risk factor compared to its national peers. While extensive author lists are legitimate in 'Big Science' fields, a medium-risk score outside these contexts can indicate author list inflation, which dilutes individual accountability. This signal suggests a need to review authorship practices to distinguish between necessary massive collaboration and the potential for 'honorary' or political authorships that do not reflect substantial contributions.
The institution presents a Z-score of 0.905 in this indicator, a medium-risk value that is substantially higher than the national average of 0.400. This high exposure suggests the university is more prone than its peers to a dependency on external collaboration for its citation impact. A wide positive gap, where overall impact is high but the impact of institution-led research is low, signals a significant sustainability risk. This result suggests that the university's scientific prestige may be largely dependent and exogenous, inviting reflection on whether its excellence metrics result from genuine internal capacity or from strategic positioning in collaborations where it does not exercise primary intellectual leadership.
The University of Wroclaw has a Z-score of -1.114, indicating a very low rate of hyperprolific authors, which is well below the national average of -0.611. This demonstrates a consistent, low-risk profile that aligns with national standards of research integrity. This excellent result indicates the absence of practices that prioritize sheer volume over scientific quality. By avoiding extreme individual publication volumes, the institution mitigates risks such as coercive authorship, data fragmentation, or the assignment of authorship without real participation, thereby upholding the integrity of its scientific record.
The institution's Z-score of -0.268 reflects a very low rate of publication in its own journals, a stark contrast to the national average of 0.344, which falls into the medium-risk category. This represents a case of preventive isolation, where the university actively avoids the risk dynamics observed across the country. By not relying on in-house journals, the institution circumvents potential conflicts of interest and academic endogamy, ensuring its scientific production undergoes independent external peer review. This practice enhances the global visibility and credibility of its research, demonstrating a commitment to competitive validation over internal 'fast tracks'.
With a Z-score of 0.587, the university's rate of redundant output is in the medium-risk category and significantly higher than the national average of 0.026. This high exposure indicates that the institution is more prone than its peers to practices that may artificially inflate productivity. Massive bibliographic overlap between simultaneous publications often indicates data fragmentation or 'salami slicing,' where a single study is divided into minimal publishable units. This practice not only distorts the available scientific evidence but also overburdens the peer review system, prioritizing publication volume over the generation of significant new knowledge.