| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.338 | 0.084 |
|
Retracted Output
|
0.014 | -0.212 |
|
Institutional Self-Citation
|
-1.390 | -0.061 |
|
Discontinued Journals Output
|
-0.545 | -0.455 |
|
Hyperauthored Output
|
-1.043 | 0.994 |
|
Leadership Impact Gap
|
-1.942 | 0.275 |
|
Hyperprolific Authors
|
-0.735 | 0.454 |
|
Institutional Journal Output
|
-0.268 | -0.263 |
|
Redundant Output
|
-1.186 | 0.514 |
Europa-Universität Viadrina Frankfurt demonstrates a robust scientific integrity profile, reflected in an overall risk score of -0.450. The institution exhibits exceptional strength in maintaining intellectual leadership and originality, showing a profound disconnection from national risk trends in areas such as research dependency, redundant publication, and hyper-authorship. These strengths are foundational to its notable academic standing, particularly in Social Sciences, as evidenced by SCImago Institutions Rankings data where it holds strong national positions in Arts and Humanities; Business, Management and Accounting; Economics, Econometrics and Finance; and Social Sciences. However, this solid performance is contrasted by medium-risk signals in the rates of multiple affiliations and retracted output, which are more pronounced than the national average. While the institution's specific mission statement was not available for this analysis, these vulnerabilities could challenge core academic values of transparency and excellence. By leveraging its significant integrity assets to address these specific areas, the university can further solidify its reputation for responsible and high-impact scholarship.
The institution presents a Z-score of 0.338, which is notably higher than the national average of 0.084, placing both in a medium-risk context. This indicates that the university is more exposed than its national peers to the complexities of multiple affiliations. While often a legitimate result of researcher mobility or partnerships, disproportionately high rates can signal strategic attempts to inflate institutional credit or “affiliation shopping.” The university's higher propensity for this activity suggests a need to review its affiliation policies to ensure they consistently reflect genuine collaboration and contribution, rather than metric-driven incentives.
With a Z-score of 0.014, the institution shows a medium-risk signal, deviating moderately from the low-risk national benchmark of -0.212. This suggests a greater sensitivity to factors leading to retractions compared to its peers. Retractions are complex events, but a rate significantly higher than the national standard alerts to a potential vulnerability in the institution's integrity culture. This discrepancy suggests that pre-publication quality control mechanisms may be failing more frequently than elsewhere in the country, indicating that recurring malpractice or a lack of methodological rigor may require immediate qualitative verification by management.
The institution's Z-score of -1.390 signifies a very low risk, performing significantly better than the country's low-risk average of -0.061. This excellent result demonstrates a low-profile consistency, where the absence of risk signals aligns with and improves upon the national standard. A certain level of self-citation is natural, but the university's extremely low rate indicates a strong reliance on external validation and a healthy integration into the global scientific conversation. This performance effectively mitigates any risk of creating 'echo chambers' and confirms that the institution's academic influence is driven by broad community recognition, not internal dynamics.
The institution achieves a Z-score of -0.545, indicating a very low risk that is even more controlled than the national average of -0.455. This result signals a state of total operational silence regarding this risk, with an absence of problematic signals that is even below the already low national baseline. This performance points to exemplary due diligence in the selection of dissemination channels by its researchers. It demonstrates a robust institutional awareness that prevents the channeling of scientific production through media that fail to meet international ethical or quality standards, thereby safeguarding its reputation and resources from 'predatory' practices.
With a Z-score of -1.043, the institution maintains a low-risk profile, contrasting sharply with the medium-risk national average of 0.994. This demonstrates significant institutional resilience, as internal control mechanisms appear to successfully mitigate systemic risks prevalent in the country. While extensive author lists are legitimate in 'Big Science' contexts, the university's controlled rate suggests it effectively distinguishes between necessary massive collaboration and problematic author list inflation. This acts as a firewall against practices like 'honorary' authorship, preserving individual accountability and transparency in its research output.
The institution's Z-score of -1.942 is in the very low-risk category, representing a clear preventive isolation from the medium-risk dynamic observed nationally (0.275). This outstanding result indicates that the university does not replicate the risk of impact dependency seen in its environment. A low score here is a powerful indicator of sustainable, endogenous strength, suggesting that the institution's scientific prestige is built upon its own structural capacity and intellectual leadership. This performance confirms that its excellence metrics are the result of genuine internal capabilities, not merely strategic positioning in collaborations led by others.
The institution's Z-score of -0.735 reflects a low-risk level, a positive deviation from the medium-risk national average of 0.454. This gap highlights the university's institutional resilience, where its control mechanisms appear to effectively mitigate the systemic pressures for hyper-productivity seen across the country. While high productivity can be legitimate, the institution's controlled environment avoids the risks associated with extreme publication volumes, such as coercive authorship or a compromise in quality. This suggests a culture that prioritizes the integrity of the scientific record over the inflation of quantitative metrics.
The institution's Z-score of -0.268 is almost identical to the national average of -0.263, with both firmly in the very low-risk category. This demonstrates a perfect integrity synchrony with its national environment, reflecting a shared commitment to maximum scientific security in publishing practices. By avoiding excessive dependence on in-house journals, the university mitigates potential conflicts of interest and the risk of academic endogamy. This alignment with the national standard ensures its scientific production consistently undergoes independent external peer review, maximizing global visibility and competitive validation.
The institution exhibits a Z-score of -1.186, a very low-risk signal that marks a preventive isolation from the medium-risk trend observed at the national level (0.514). This strong performance indicates the university does not replicate the risk dynamics prevalent in its environment. A low rate of redundant output is a clear sign of a research culture that discourages the artificial inflation of productivity through data fragmentation. It shows a commitment to publishing coherent, significant studies rather than minimal publishable units, thereby protecting the integrity of the scientific evidence base and respecting the academic review system.
