| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.015 | -0.755 |
|
Retracted Output
|
-0.512 | -0.058 |
|
Institutional Self-Citation
|
0.363 | 0.660 |
|
Discontinued Journals Output
|
-0.209 | -0.195 |
|
Hyperauthored Output
|
-0.328 | -0.109 |
|
Leadership Impact Gap
|
0.335 | 0.400 |
|
Hyperprolific Authors
|
0.993 | -0.611 |
|
Institutional Journal Output
|
-0.268 | 0.344 |
|
Redundant Output
|
0.024 | 0.026 |
The University of Rzeszow demonstrates a robust scientific integrity profile, with an overall risk score of -0.205 that indicates a performance well within the bounds of international best practices. The institution's primary strengths lie in its exceptionally low rates of multiple affiliations, retracted publications, and output in institutional journals, signaling strong governance and a commitment to transparent, high-quality research dissemination. Areas requiring strategic attention include a moderate incidence of hyperprolific authorship, which deviates from the national trend, alongside medium-risk levels in institutional self-citation and redundant output that mirror systemic patterns in Poland. According to SCImago Institutions Rankings data, the university's academic strengths are most prominent in Pharmacology, Toxicology and Pharmaceutics, Arts and Humanities, and Engineering. While a specific mission statement was not available for this analysis, the institution's low overall risk profile strongly supports the universal academic goals of excellence and social responsibility. To fully align with these values, it is crucial to address how practices like hyperprolificity could potentially compromise the depth and quality of scientific contributions. By leveraging its solid foundation of integrity to proactively manage these specific vulnerabilities, the University of Rzeszow is well-positioned to enhance its reputational security and solidify its role as a scientific leader.
The institution's very low Z-score of -1.015, compared to the national average of -0.755, demonstrates a highly secure and well-regulated approach to author affiliations. This absence of risk signals is consistent with the low-risk national standard, confirming that the university's policies are effective. While multiple affiliations are often a legitimate result of collaboration, the data confirms that the institution shows no signs of strategic attempts to inflate institutional credit or engage in “affiliation shopping,” reflecting clear and transparent partnership policies.
With a Z-score of -0.512, significantly below the national average of -0.058, the institution exhibits an exceptionally low rate of retracted publications. This strong performance indicates that its quality control mechanisms and supervision prior to publication are robust and effective, aligning with a national context that already shows minimal risk. A high rate of retractions can alert to systemic failures in an institution's integrity culture, but this result suggests the opposite: a healthy research environment where potential errors are managed responsibly before publication.
The institution's Z-score for self-citation is 0.363, which, while indicating a medium level of risk, is notably lower than the national average of 0.660. This suggests a differentiated management approach, where the university successfully moderates a tendency that is more pronounced across the country. A certain level of self-citation is natural, reflecting the continuity of research lines. However, the institution's ability to keep this rate below the national trend indicates a healthier balance between internal validation and external scrutiny, mitigating the risk of creating 'echo chambers' where academic influence is inflated by internal dynamics rather than global recognition.
The institution's rate of publication in discontinued journals (Z-score: -0.209) is statistically normal and almost identical to the national average (Z-score: -0.195). This alignment indicates that the risk level is as expected for its context, with no unusual deviation. This low-level presence does not suggest a systemic failure in due diligence but rather a standard operational risk. Continued vigilance and researcher training in selecting high-quality dissemination channels remain important to avoid reputational harm and the resource waste associated with 'predatory' or low-quality practices.
The institution exhibits a prudent profile regarding hyper-authored publications, with a Z-score of -0.328 that is significantly lower than the national average of -0.109. This indicates that the university manages its authorship processes with more rigor than the national standard. The data suggests that the institution effectively distinguishes between necessary massive collaboration, common in 'Big Science,' and practices like 'honorary' authorship, thereby upholding individual accountability and transparency in its scientific output.
The institution's Z-score of 0.335 for this indicator, while in the medium-risk range, is lower than the national average of 0.400. This suggests a differentiated management strategy that helps moderate a common national trend of dependency on external partners for impact. A wide gap can signal a sustainability risk where prestige is more exogenous than structural. The university's relative success in narrowing this gap indicates a stronger internal capacity for intellectual leadership compared to its peers, though continued efforts to bolster the impact of its own led research are crucial for long-term scientific autonomy.
A notable point of attention is the rate of hyperprolific authors, where the institution's Z-score of 0.993 (medium risk) represents a moderate deviation from the low-risk national average of -0.611. This suggests the institution is more sensitive to this specific risk factor than its peers. Extreme individual publication volumes challenge the limits of meaningful intellectual contribution and can signal imbalances between quantity and quality. This indicator serves as an alert to review for potential risks such as coercive authorship or the assignment of authorship without real participation—dynamics that prioritize metrics over scientific integrity.
The institution demonstrates a clear case of preventive isolation regarding publications in its own journals. Its very low Z-score of -0.268 stands in stark contrast to the medium-risk national average of 0.344. This indicates the university does not replicate the risk dynamics common in its environment, successfully avoiding potential conflicts of interest and academic endogamy. By prioritizing external, independent peer review over internal channels, the institution enhances the global visibility and competitive validation of its research, reinforcing its commitment to international standards.
The rate of redundant output at the institution (Z-score: 0.024) is almost identical to the national average (Z-score: 0.026), placing both in the medium-risk category. This alignment suggests a systemic pattern, where the observed risk level likely reflects shared academic evaluation practices or publication pressures at a national level. This indicator alerts to the potential for 'salami slicing,' the practice of dividing a coherent study into minimal publishable units to artificially inflate productivity. While the institution is not an outlier, this shared vulnerability highlights an opportunity for leadership in promoting research that prioritizes significant new knowledge over sheer volume.
