| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
3.942 | 1.931 |
|
Retracted Output
|
-0.212 | -0.112 |
|
Institutional Self-Citation
|
-0.833 | 0.134 |
|
Discontinued Journals Output
|
1.047 | -0.113 |
|
Hyperauthored Output
|
-0.957 | -0.083 |
|
Leadership Impact Gap
|
5.120 | -0.004 |
|
Hyperprolific Authors
|
-1.413 | 0.111 |
|
Institutional Journal Output
|
-0.268 | 0.290 |
|
Redundant Output
|
-1.186 | 0.073 |
Universidade Europeia presents a dual-profile in scientific integrity, marked by areas of exceptional governance alongside two significant, structural vulnerabilities. With an overall score of 0.479, the institution demonstrates remarkable strength in core research practices, showing very low risk in Institutional Self-Citation, Hyperprolific Authorship, Output in Institutional Journals, and Redundant Output. However, this robust foundation is contrasted by critical alerts in the Rate of Multiple Affiliations and, most notably, a severe dependency on external collaborations for scientific impact. The institution's key areas of output, as per SCImago Institutions Rankings data, are in Arts and Humanities (19th in Portugal), Business, Management and Accounting (26th), and Social Sciences (34th). The identified risks directly challenge the institutional mission to achieve "excellence in research" and foster "social responsibility." A reputation for excellence can be undermined if perceived as reliant on external leadership or inflated affiliation metrics, rather than on genuine internal capacity. Addressing these vulnerabilities is crucial to ensure the institution's commitment to integrity aligns with its ambition to create globally recognized professionals. By leveraging its clear operational strengths, Universidade Europeia can strategically address these gaps, solidifying a sustainable and authentic path to research excellence.
The institution's Z-score of 3.942 is significantly elevated compared to the national Z-score of 1.931. This result suggests that the university is not only participating in a national trend but is amplifying it, showing a much higher propensity for this risk factor than its peers. While multiple affiliations can be a legitimate outcome of collaboration, this disproportionately high rate signals a critical need for review, as it may indicate strategic attempts to inflate institutional credit or "affiliation shopping." This practice, if unmonitored, could distort the perception of the institution's research footprint and dilute the value of its academic contributions.
With a Z-score of -0.212, the institution demonstrates a prudent profile, performing with slightly more rigor than the national standard, which has a Z-score of -0.112. This very low rate of retractions is a positive indicator, suggesting that the quality control and supervision mechanisms in place prior to publication are effective and robust. It reflects a culture of scientific responsibility and methodological soundness that successfully minimizes the need for post-publication corrections, reinforcing the reliability of the institution's research output.
The institution exhibits preventive isolation from national trends with a Z-score of -0.833, in stark contrast to the country's medium-risk Z-score of 0.134. This demonstrates exceptional performance, indicating that the university does not replicate the risk dynamics observed in its environment. A certain level of self-citation is natural, but this very low rate confirms that the institution avoids scientific isolation or 'echo chambers.' Instead, its academic influence is validated by the broader global community, signaling a high degree of external scrutiny and recognition rather than relying on endogamous impact inflation.
A moderate deviation from the national norm is observed, with the institution's Z-score at 1.047 while the country's score is -0.113. This indicates that the university shows a greater sensitivity to this risk factor than its peers. A high proportion of publications in discontinued journals is a critical alert regarding the due diligence applied when selecting dissemination channels. This score suggests that a portion of the university's scientific production may be channeled through media that do not meet international ethical or quality standards, exposing it to reputational risks and highlighting a need to reinforce information literacy to avoid predatory or low-quality practices.
The institution maintains a prudent profile with a Z-score of -0.957, which is well below the national Z-score of -0.083. This indicates that its processes are managed with more rigor than the national standard. This low rate suggests that, outside of disciplines where massive collaboration is the norm, the institution effectively avoids author list inflation. This reflects a commitment to transparency and individual accountability, ensuring that authorship lists accurately represent meaningful intellectual contributions rather than honorary or political attributions.
A severe discrepancy exists between the institution's Z-score of 5.120 and the country's Z-score of -0.004. This risk activity is highly atypical for the national context and requires a deep integrity assessment. A very wide positive gap, where overall impact is high but the impact of institution-led research is low, signals a critical sustainability risk. This result suggests that the institution's scientific prestige is largely dependent and exogenous, not structural. It prompts urgent reflection on whether its excellence metrics stem from genuine internal capacity or from strategic positioning in collaborations where it does not exercise intellectual leadership.
The institution demonstrates preventive isolation from a risk present at the national level, with a Z-score of -1.413 compared to the country's medium-risk score of 0.111. The complete absence of this risk signal is a strong indicator of a healthy research environment. While high productivity can be legitimate, extreme volumes often challenge the limits of meaningful contribution. This result confirms that the institution fosters a balance between quantity and quality, effectively avoiding risks such as coercive authorship or the assignment of credit without real participation, thereby prioritizing the integrity of the scientific record.
With a Z-score of -0.268, the institution effectively isolates itself from the medium-risk trend seen at the national level (Z-score of 0.290). This is a sign of strong governance, as it shows the university does not replicate risk dynamics common in its environment. Excessive dependence on in-house journals can raise conflicts of interest and lead to academic endogamy. By avoiding this practice, the institution demonstrates a commitment to independent, external peer review, ensuring its scientific production undergoes standard competitive validation and enhances its global visibility.
The institution shows a pattern of preventive isolation, with its Z-score at -1.186, while the national context presents a medium-risk Z-score of 0.073. This indicates a robust defense against practices that are more common elsewhere in the country. A high rate of bibliographic overlap often points to 'salami slicing,' where studies are fragmented to artificially inflate productivity. This very low score suggests that the institution's researchers prioritize the publication of significant, coherent studies over maximizing publication volume, thereby contributing more meaningfully to the scientific record and respecting the integrity of the research process.
