| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.803 | 1.931 |
|
Retracted Output
|
1.817 | -0.112 |
|
Institutional Self-Citation
|
-0.881 | 0.134 |
|
Discontinued Journals Output
|
-0.330 | -0.113 |
|
Hyperauthored Output
|
-0.525 | -0.083 |
|
Leadership Impact Gap
|
1.728 | -0.004 |
|
Hyperprolific Authors
|
0.247 | 0.111 |
|
Institutional Journal Output
|
1.698 | 0.290 |
|
Redundant Output
|
-0.915 | 0.073 |
The Universidade Catolica Portuguesa demonstrates a robust overall performance (Score: 0.824) characterized by significant strengths in core research integrity, yet faces specific, high-impact vulnerabilities that require strategic attention. The institution exhibits exemplary control over practices such as institutional self-citation, redundant publication, and the use of discontinued journals, indicating a strong foundation of scientific ethics. However, this is contrasted by a critical alert in the rate of retracted output and medium-risk signals related to authorship patterns, reliance on institutional journals, and a dependency on external collaboration for impact. These challenges could potentially undermine the institution's mission "to serve Portugal through innovative research and excellent, internationally bent education." The high rate of retractions, in particular, directly conflicts with the pursuit of "excellence." The university's strong positioning in the SCImago Institutions Rankings, with notable national leadership in areas like Dentistry (4th), Agricultural and Biological Sciences (5th), and Engineering (7th), provides a solid platform of academic achievement. To fully align its operational reality with its aspirational mission, the university should leverage its clear strengths in publication ethics to implement targeted quality assurance and authorship governance reforms, thereby ensuring its research is not only innovative but also unimpeachably sound.
The institution presents a Z-score of 1.803, positioning it slightly below the national average of 1.931. This indicates a more controlled approach to a risk factor that is common within the national system. While multiple affiliations are often legitimate, this result suggests the university manages its collaborative frameworks with a degree of moderation that is differentiated from its national peers. The institution appears less exposed to the risk of strategic "affiliation shopping" or the artificial inflation of institutional credit, demonstrating a more conservative and potentially more transparent management of its researchers' affiliations compared to the broader national context.
With a Z-score of 1.817, the institution shows a severe discrepancy compared to the national average of -0.112. This atypical level of risk activity warrants a deep integrity assessment. Retractions can sometimes result from honest corrections, but a rate so significantly above the national standard points to a potential systemic vulnerability in pre-publication quality control mechanisms. This is not merely a collection of isolated incidents but a critical signal that recurring malpractice or a lack of methodological rigor may be present, threatening the institution's integrity culture and requiring immediate qualitative verification by management.
The institution's Z-score of -0.881 is exceptionally low, especially when contrasted with the national average of 0.134. This demonstrates a clear preventive isolation from risk dynamics observed elsewhere in the country. A certain level of self-citation is natural, but the university's very low rate indicates that its research is validated by the broader scientific community, avoiding the "echo chambers" that can arise from endogamous practices. This result is a strong indicator of scientific openness and confirms that the institution's academic influence is built on global community recognition rather than being inflated by internal dynamics.
The institution's Z-score of -0.330, compared to the country's score of -0.113, reflects a low-profile consistency where the absence of risk signals aligns with the national standard. This performance indicates that the university exercises strong due diligence in selecting dissemination channels for its research. By avoiding journals that fail to meet international ethical or quality standards, the institution effectively mitigates severe reputational risks and demonstrates a commitment to information literacy, ensuring its resources are not wasted on predatory or low-quality publication practices.
With a Z-score of -0.525, the institution maintains a more prudent profile than the national standard (-0.083). This suggests that the university manages its authorship attribution processes with greater rigor than its national peers. The lower-than-average score indicates a reduced risk of author list inflation, which can dilute individual accountability and transparency. This prudent approach reinforces a culture where authorship is likely tied to meaningful contribution, distinguishing its practices from potentially "honorary" or political authorship trends.
The institution's Z-score of 1.728 marks a moderate deviation from the national average of -0.004, revealing a greater sensitivity to this specific risk factor. This wide positive gap, where overall impact is significantly higher than the impact of research led by the institution, signals a potential sustainability risk. It suggests that the university's scientific prestige may be dependent and exogenous, stemming from strategic positioning in collaborations where it does not exercise primary intellectual leadership. This invites a strategic reflection on whether its excellence metrics are the result of genuine internal capacity or a reliance on external partners.
The institution's Z-score of 0.247 indicates a higher exposure to this risk compared to the national average of 0.111. This suggests the university is more prone to hosting authors with extreme publication volumes, a dynamic that warrants review. Such hyper-productivity can challenge the limits of meaningful intellectual contribution and alerts to potential imbalances between quantity and quality. This pattern points to risks such as coercive authorship, data fragmentation, or the assignment of authorship without real participation—practices that prioritize metrics over the integrity of the scientific record.
With a Z-score of 1.698, the institution shows a significantly higher exposure to this risk than the national average of 0.290. This high rate of publication in its own journals raises potential conflicts of interest, as the institution acts as both judge and party in the dissemination process. This practice warns of a risk of academic endogamy, where scientific production might bypass independent external peer review. Such dependence on internal channels can limit global visibility and may indicate their use as "fast tracks" to inflate publication counts without standard competitive validation from the international community.
The institution's Z-score of -0.915 is a clear strength, showing a preventive isolation from a risk that is present at the national level (0.073). This excellent result indicates that the university does not replicate the risk dynamics observed in its environment. The near-total absence of signals for redundant publication suggests a strong institutional culture that prioritizes significant new knowledge over artificially inflating productivity. This commitment to publishing coherent, complete studies, rather than fragmenting data into "salami slices," protects the integrity of the scientific evidence and avoids overburdening the peer-review system.
