| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.010 | 0.084 |
|
Retracted Output
|
-0.174 | -0.212 |
|
Institutional Self-Citation
|
-0.190 | -0.061 |
|
Discontinued Journals Output
|
-0.492 | -0.455 |
|
Hyperauthored Output
|
0.743 | 0.994 |
|
Leadership Impact Gap
|
0.765 | 0.275 |
|
Hyperprolific Authors
|
0.243 | 0.454 |
|
Institutional Journal Output
|
-0.268 | -0.263 |
|
Redundant Output
|
0.140 | 0.514 |
Christian-Albrechts-Universitat zu Kiel presents a robust scientific integrity profile, with an overall risk score of -0.081 that indicates a general alignment with best practices and no systemic red flags. The institution demonstrates exceptional strength in governance-related areas, particularly in its selection of publication venues, showing very low rates of output in discontinued or institutional journals. These strengths are complemented by a prudent management of self-citation and a low rate of retractions, reflecting a healthy and well-regulated research environment. However, areas for strategic attention emerge around authorship and impact dynamics, with medium-level signals in hyper-authorship, hyper-prolificacy, redundant output, and a notable gap between its collaborative impact and the impact of its own led research. According to SCImago Institutions Rankings data, the university's academic excellence is particularly prominent in fields such as Veterinary (ranked 17th nationally), Earth and Planetary Sciences (19th), and Dentistry (20th). To fully align with its mission of contributing to a "pluralistic, free society" through research that "addresses the challenges we are facing," it is crucial to ensure that these collaborative and productivity patterns reinforce, rather than dilute, the institution's intellectual leadership and accountability. The identified risks, while moderate, could subtly undermine the perceived integrity and sustainability of its contributions. By proactively addressing these nuanced challenges in authorship and impact dependency, the university can fortify its excellent foundation and enhance the credibility and long-term impact of its mission-driven research.
The institution's Z-score of -0.010 is significantly lower than the national average of 0.084. This demonstrates institutional resilience, as the university's control mechanisms appear to successfully mitigate systemic risks that are more prevalent at the national level. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, disproportionately high rates can signal strategic attempts to inflate institutional credit. Christian-Albrechts-Universitat zu Kiel's contained score suggests that it maintains robust policies that prevent "affiliation shopping," effectively acting as a firewall against a broader national trend and ensuring that institutional credit is claimed appropriately.
With a Z-score of -0.174, the institution's performance is in close alignment with the national average of -0.212, indicating a level of risk that is statistically normal for its context. Retractions are complex events, and a low, stable rate often signifies a healthy and responsible scientific ecosystem where unintentional errors are corrected transparently. This alignment suggests that the university's quality control and post-publication supervision mechanisms are functioning as expected within the German research landscape, reflecting a standard and appropriate handling of scientific record correction without signaling any systemic vulnerability in its integrity culture.
The institution exhibits a prudent profile with a Z-score of -0.190, which is notably lower than the national average of -0.061. This indicates that the university manages its citation practices with more rigor than the national standard. While a certain level of self-citation is natural to reflect the continuity of research lines, the institution's lower rate demonstrates a strong orientation towards external validation and minimizes the risk of creating scientific 'echo chambers.' This approach reinforces the credibility of its academic influence, suggesting it is built on broad recognition by the global community rather than being inflated by internal dynamics.
The institution's Z-score of -0.492 is in almost perfect alignment with the national average of -0.455, both of which are exceptionally low. This integrity synchrony reflects a shared environment of maximum scientific security and due diligence in the selection of publication channels. A negligible presence in discontinued journals indicates that researchers are well-informed and effectively avoid predatory or low-quality media. This alignment with the high national standard protects the institution from severe reputational risks and confirms a strong culture of information literacy in its dissemination practices.
The institution's Z-score of 0.743, while indicating a medium-level signal, is considerably lower than the national average of 0.994. This suggests a differentiated management approach, where the university successfully moderates a risk that is more pronounced across the country. In fields outside of "Big Science," extensive author lists can be a sign of inflation that dilutes individual accountability. Although the university is not entirely immune to this national pattern, its ability to maintain a lower rate points to more effective internal controls or cultural norms that better distinguish between necessary massive collaboration and potentially problematic "honorary" authorship practices.
With a Z-score of 0.765, the institution shows a high exposure to this risk indicator, significantly exceeding the national average of 0.275. This wide positive gap suggests that the university's overall scientific prestige may be highly dependent on external collaborations where it does not exercise primary intellectual leadership. Such a strong reliance on exogenous impact signals a potential sustainability risk, raising questions about whether its high-level excellence metrics are derived from genuine internal capacity or from strategic positioning in partnerships. This finding invites a critical reflection on strategies to bolster the impact of its own-led research to ensure long-term scientific autonomy.
The institution's Z-score of 0.243 is well below the national average of 0.454, demonstrating differentiated management of a risk that appears more common in its environment. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may signal an imbalance between quantity and quality. By maintaining a lower rate of hyper-prolificacy than its national peers, the university shows it is better moderating this trend. This suggests a healthier research culture that is less likely to incentivize practices like coercive authorship or the assignment of credit without real participation, although the signal's presence warrants continued oversight.
The institution's Z-score of -0.268 is virtually identical to the national average of -0.263, indicating total integrity synchrony and alignment with an environment of maximum scientific security. This extremely low reliance on in-house journals demonstrates a firm commitment to independent, external peer review. By avoiding the conflicts of interest inherent in acting as both judge and party, the university ensures its research undergoes standard competitive validation. This practice enhances its global visibility and confirms that internal channels are not used as 'fast tracks' to inflate productivity, reinforcing the credibility of its scientific output.
With a Z-score of 0.140, the institution shows a medium-level signal for this indicator, but its performance reflects differentiated management, as this value is substantially lower than the national average of 0.514. Massive bibliographic overlap between publications can indicate 'salami slicing'—the practice of fragmenting a study into minimal units to artificially inflate publication counts. While the university operates within a national system where this practice is more common, its ability to moderate this risk suggests a stronger institutional focus on publishing significant, coherent studies over prioritizing sheer volume, thereby better protecting the integrity of the scientific record.
