| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.652 | -0.755 |
|
Retracted Output
|
1.244 | -0.058 |
|
Institutional Self-Citation
|
0.041 | 0.660 |
|
Discontinued Journals Output
|
-0.485 | -0.195 |
|
Hyperauthored Output
|
-0.931 | -0.109 |
|
Leadership Impact Gap
|
0.718 | 0.400 |
|
Hyperprolific Authors
|
-1.413 | -0.611 |
|
Institutional Journal Output
|
-0.268 | 0.344 |
|
Redundant Output
|
0.799 | 0.026 |
The John Paul II Catholic University of Lublin presents a profile of controlled overall risk (Overall Score: 0.074), characterized by significant strengths in governance alongside specific, high-impact vulnerabilities. The institution demonstrates exceptional control in areas such as publication in discontinued or institutional journals and the management of hyperprolific authorship, indicating robust internal policies. However, this positive performance is contrasted by a critical alert in its Rate of Retracted Output, which is severely discrepant from the national average and requires immediate attention. Additional medium-risk signals in institutional self-citation, impact dependency, and redundant output suggest areas where policies could be refined. According to SCImago Institutions Rankings data, the university's academic strengths are particularly notable in Arts and Humanities (ranked 5th in Poland), Psychology (13th), and Chemistry (19th). While the institution's mission statement was not available for this analysis, the identified risk concerning retracted output directly challenges any commitment to academic excellence and scientific integrity. By leveraging its proven strengths in policy enforcement, the university has a clear opportunity to address these isolated vulnerabilities and fortify its reputation as a leader in both its specialized academic fields and institutional integrity.
The institution's Z-score of -0.652 is slightly higher than the national average of -0.755, though both values remain in a low-risk category. This minor difference suggests an incipient vulnerability, where the university shows early signals of a practice that, while not yet problematic, warrants observation before it escalates. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this slight upward trend compared to the national baseline merits a review to ensure that all affiliations are substantive and reflect genuine collaboration rather than strategic attempts to inflate institutional credit through “affiliation shopping”.
A severe discrepancy exists between the institution's Z-score of 1.244 and the national average of -0.058. This atypical and significant risk level requires a deep integrity assessment. Retractions are complex events, but a rate this far above the national and global average suggests that quality control mechanisms prior to publication may be failing systemically. This indicator is a critical alert to a potential vulnerability in the institution's integrity culture, indicating possible recurring malpractice or a lack of methodological rigor that necessitates immediate qualitative verification by management to protect its scientific reputation.
The university demonstrates differentiated management in this area, with a Z-score of 0.041 that is substantially lower than the national average of 0.660. This indicates that the institution effectively moderates a risk that is more common within the country. A certain level of self-citation is natural, but by maintaining a lower rate, the university avoids the creation of scientific 'echo chambers' and the risk of endogamous impact inflation. This prudent approach ensures its academic influence is validated by the broader external community rather than being oversized by internal dynamics.
With a Z-score of -0.485, the institution shows a very low rate of publication in discontinued journals, performing better than the already low-risk national average of -0.195. This low-profile consistency demonstrates an effective and reliable process for selecting publication venues. The absence of risk signals in this area indicates that the university exercises strong due diligence, successfully avoiding channels that do not meet international ethical or quality standards and thereby protecting its resources and reputation from predatory practices.
The institution maintains a prudent profile with a Z-score of -0.931, which is significantly lower than the national average of -0.109. This suggests that its processes for managing authorship are more rigorous than the national standard. While extensive author lists are legitimate in 'Big Science', a low score outside these contexts is a positive sign. It indicates that the university effectively prevents author list inflation, thereby preserving individual accountability and transparency and distinguishing its collaborative work from practices like 'honorary' authorship.
The institution's Z-score of 0.718 is notably higher than the national average of 0.400, indicating a high exposure to dependency risk. This wide positive gap, where overall impact is significantly higher than the impact of research led by the institution, signals a potential risk to sustainability. It suggests that a substantial portion of the university's scientific prestige may be dependent and exogenous, stemming from collaborations where it does not exercise intellectual leadership. This invites a strategic reflection on how to build more structural, internal capacity to ensure long-term scientific excellence.
The institution's Z-score of -1.413 is exceptionally low, far below the national average of -0.611, demonstrating a consistent and robust alignment with best practices. This absence of risk signals related to hyperprolific authorship is a strong indicator of a healthy research environment. It suggests a focus on quality over quantity, effectively avoiding the risks of coercive authorship or the assignment of credit without meaningful intellectual contribution, thereby safeguarding the integrity of its scientific record.
The university exhibits preventive isolation from national trends, with a very low Z-score of -0.268 in contrast to the country's medium-risk average of 0.344. This shows the institution does not replicate the risk dynamics observed in its environment. By avoiding over-reliance on its in-house journals, the university mitigates potential conflicts of interest and the risk of academic endogamy. This practice ensures its scientific production undergoes independent external peer review, which is crucial for achieving global visibility and competitive validation.
With a Z-score of 0.799, the institution shows a higher exposure to this risk compared to the national average of 0.026. This alert suggests a greater tendency toward data fragmentation or 'salami slicing' than its peers. This practice, where a single study is divided into minimal publishable units to inflate productivity, can distort the scientific evidence and overburden the review system. The high value here indicates a need to reinforce policies that prioritize the publication of significant, coherent new knowledge over sheer volume.