| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.087 | 0.417 |
|
Retracted Output
|
-0.033 | -0.289 |
|
Institutional Self-Citation
|
-0.919 | -0.140 |
|
Discontinued Journals Output
|
-0.521 | -0.448 |
|
Hyperauthored Output
|
-0.937 | 0.571 |
|
Leadership Impact Gap
|
-0.088 | 0.118 |
|
Hyperprolific Authors
|
-1.413 | -0.237 |
|
Institutional Journal Output
|
-0.268 | -0.267 |
|
Redundant Output
|
-1.186 | 0.213 |
Central European University (CEU) demonstrates a robust institutional profile with an overall integrity score of -0.330, indicating a very low risk of questionable research practices and a strong alignment with global standards of scientific conduct. The institution's primary strengths are concentrated in its minimal rates of institutional self-citation, publication in discontinued journals, hyperprolific authorship, and redundant output, all of which are significantly below national averages. These results suggest a culture that prioritizes external validation, quality over quantity, and substantive contributions. The main area for strategic monitoring is the Rate of Multiple Affiliations, which presents a medium risk level and is higher than the national average. This overall picture of high integrity strongly supports CEU's exceptional performance in key thematic areas, as evidenced by its SCImago Institutions Rankings, where it is positioned among Austria's top institutions in Arts and Humanities (5th), Economics, Econometrics and Finance (8th), Social Sciences (9th), and Business, Management and Accounting (10th). This commitment to sound research practices directly reinforces the university's mission to foster "socially and morally responsible intellectual inquiry" and "excellence." The identified risk, while moderate, warrants attention to ensure that affiliation practices remain transparent and do not inadvertently undermine the principles of an "open society" and "self-reflective critical thinking." By continuing to cultivate its evident strengths and proactively managing its few vulnerabilities, CEU is well-positioned to leverage its high scientific integrity as a cornerstone of its international reputation.
The institution presents a Z-score of 1.087, which is notably higher than the national average of 0.417. Although both the university and the country operate within a medium-risk context for this indicator, the institution shows a greater propensity for this practice than its national peers. This suggests a higher exposure to the underlying factors driving multiple affiliations. While such affiliations are often a legitimate result of researcher mobility or partnerships, disproportionately high rates can signal strategic attempts to inflate institutional credit or “affiliation shopping.” Given the university's elevated score relative to its environment, a review of affiliation policies may be warranted to ensure they consistently reflect genuine collaboration and contribution.
With a Z-score of -0.033, the institution's rate of retractions is low but slightly more pronounced than the national average of -0.289. This subtle difference suggests an incipient vulnerability that, while not alarming, warrants observation. Retractions are complex events, and some can signify responsible supervision and the honest correction of errors. However, a rate that begins to diverge from the national baseline, even at a low level, could be an early indicator that quality control mechanisms prior to publication may need reinforcement to prevent potential systemic issues from developing.
The institution exhibits an exceptionally low Z-score of -0.919, positioning it well below the national average of -0.140. This demonstrates a very healthy pattern of external engagement and validation. The university's near-absence of risk signals in this area, compared to the country's already low-risk environment, is a strong positive indicator. A certain level of self-citation is natural, reflecting the continuity of research lines. However, CEU's very low rate confirms it is not operating within a scientific 'echo chamber' and that its academic influence is firmly rooted in global community recognition rather than being inflated by internal dynamics.
The institution's Z-score of -0.521 is outstanding, indicating a near-total absence of publications in discontinued journals and surpassing the already strong national average of -0.448. This operational silence in a high-risk area points to exemplary due diligence in the selection of dissemination channels. A high proportion of output in such journals would constitute a critical alert, but CEU's performance demonstrates a robust defense against reputational risks. This indicates that its researchers are well-informed and effectively avoid wasting resources on 'predatory' or low-quality practices, thereby safeguarding the institution's scientific credibility.
The institution shows a low Z-score of -0.937, demonstrating significant institutional resilience against a practice that is more common at the national level, where the average score is 0.571 (medium risk). This suggests that the university's internal control mechanisms and academic culture effectively mitigate the systemic risks observed in the broader environment. While extensive author lists are legitimate in 'Big Science,' a low score outside these contexts, as seen here, indicates a healthy approach to authorship that preserves individual accountability and transparency, successfully filtering out practices like 'honorary' or political authorship.
With a low Z-score of -0.088, the institution effectively counters the moderate risk trend seen at the national level (Z-score of 0.118). This demonstrates strong institutional resilience, suggesting that CEU's scientific prestige is built upon its own structural capacity rather than being dependent on external partners. A wide positive gap can signal that an institution's excellence metrics result more from strategic positioning in collaborations than from its own intellectual leadership. CEU's balanced score indicates that its impact is sustainable and reflects genuine internal research strength.
The institution's Z-score of -1.413 is exceptionally low, indicating a near-complete absence of hyperprolific authors and aligning with the low-risk national context (Z-score of -0.237). This result is a strong testament to a research culture that prioritizes substance and quality. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to risks such as coercive authorship or the assignment of authorship without real participation. The university's excellent performance in this area underscores a healthy balance that favors the integrity of the scientific record over the simple inflation of metrics.
The institution's Z-score of -0.268 is in almost perfect alignment with the national average of -0.267, reflecting a shared commitment to maximum scientific security in this domain. This integrity synchrony demonstrates that the university, like its national peers, avoids over-reliance on its own publication channels. Excessive dependence on in-house journals can raise conflicts of interest and lead to academic endogamy by bypassing independent external peer review. CEU's very low rate confirms its commitment to global visibility and standard competitive validation for its research output.
The institution demonstrates a remarkable preventive isolation from national trends, with a very low Z-score of -1.186 in stark contrast to the medium-risk national average of 0.213. This indicates that the university does not replicate the risk dynamics for redundant publication observed in its environment. A high rate of bibliographic overlap often points to 'salami slicing,' where studies are fragmented to artificially inflate productivity. CEU's extremely low score suggests a strong institutional focus on producing coherent, significant new knowledge rather than prioritizing publication volume, thereby protecting the integrity of the scientific evidence base.