| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.086 | 0.084 |
|
Retracted Output
|
-0.259 | -0.212 |
|
Institutional Self-Citation
|
-0.004 | -0.061 |
|
Discontinued Journals Output
|
-0.465 | -0.455 |
|
Hyperauthored Output
|
-0.269 | 0.994 |
|
Leadership Impact Gap
|
0.682 | 0.275 |
|
Hyperprolific Authors
|
-0.731 | 0.454 |
|
Institutional Journal Output
|
-0.104 | -0.263 |
|
Redundant Output
|
0.498 | 0.514 |
The Universitat Kassel demonstrates a robust and commendable scientific integrity profile, with an overall risk score of -0.200 that indicates a performance well-aligned with, and in several key areas exceeding, national standards. The institution's primary strengths lie in its diligent management of publication channels and authorship practices, showing very low risk in output in discontinued journals and a resilient posture against hyper-authorship and hyper-prolificity, which are more pronounced national trends. However, areas requiring strategic attention include a moderate rate of redundant output and a noticeable gap between its overall research impact and the impact of work where it holds intellectual leadership. According to SCImago Institutions Rankings data, the university's academic strengths are particularly prominent in areas such as Business, Management and Accounting (ranked 11th in Germany), Economics, Econometrics and Finance (17th), and Social Sciences (34th). These achievements strongly resonate with its mission to foster a "multilayered competence network" across diverse disciplines. The identified risks, especially the dependency on external partners for impact, could challenge the long-term sustainability of this network's leadership. Upholding the values of excellence and societal contribution requires not only strong thematic performance but also unimpeachable integrity and self-sufficient intellectual capital. Therefore, a proactive focus on mitigating these moderate risks will be crucial to ensure the institution's operational integrity fully supports its ambitious strategic vision.
The institution's Z-score for the Rate of Multiple Affiliations is 0.086, a value almost identical to the national average of 0.084. This close alignment indicates that the university's affiliation patterns are not an isolated phenomenon but reflect a systemic practice shared across the German academic environment. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the moderate risk level suggests a national trend that warrants attention. For the institution, this conformity means its practices are standard for its context, but it also shares the national vulnerability where disproportionately high rates could signal strategic attempts to inflate institutional credit or “affiliation shopping,” underscoring the need for clear and consistently applied affiliation policies.
With a Z-score of -0.259, the institution displays a lower Rate of Retracted Output than the national average of -0.212. This prudent profile suggests that the university's quality control and supervision mechanisms are managed with a higher degree of rigor than the national standard. Retractions can be complex events, and a low rate often signifies responsible supervision and the effective, honest correction of unintentional errors. The institution’s performance indicates that its pre-publication review processes are functioning well, contributing to a culture of integrity and methodological soundness that is slightly ahead of its national peers.
The university's Z-score for Institutional Self-Citation is -0.004, which, while in the low-risk category, is slightly higher than the national average of -0.061. This subtle difference points to an incipient vulnerability that warrants review before it escalates. A certain level of self-citation is natural and reflects the continuity of established research lines. However, this signal suggests the institution should monitor its citation patterns to prevent the development of 'echo chambers' where work is validated internally without sufficient external scrutiny, which could risk an endogamous inflation of impact rather than recognition from the global community.
The institution exhibits total operational silence in this area, with a Z-score of -0.465, which is even lower than the already minimal national average of -0.455. This outstanding result demonstrates an exceptional level of due diligence in the selection of publication venues. It confirms a complete absence of risk signals associated with predatory or low-quality publishing, indicating that the university’s researchers are well-informed and its policies effectively prevent the channeling of scientific production through media that fail to meet international ethical or quality standards, thereby protecting its reputational integrity.
With a Z-score of -0.269, the Universitat Kassel shows a significantly lower Rate of Hyper-Authored Output compared to the national Z-score of 0.994. This stark contrast highlights a remarkable institutional resilience, where internal control mechanisms appear to successfully mitigate a systemic risk that is more prevalent in the broader national context. While extensive author lists are legitimate in certain 'Big Science' fields, the university's low-risk profile indicates a strong culture of accountability that effectively distinguishes between necessary massive collaboration and questionable 'honorary' authorship practices, thus preserving transparency and individual responsibility.
The institution presents a Z-score of 0.682 in this indicator, marking a high exposure to this risk and a significant deviation from the national average of 0.275. This wide positive gap, where overall impact is notably higher than the impact of research led by the institution, signals a potential risk to sustainability. It suggests that a substantial portion of the university's scientific prestige may be dependent and exogenous, rather than structurally generated from within. This finding invites a strategic reflection on whether its high-impact metrics result from genuine internal capacity or from strategic positioning in collaborations where the institution does not exercise primary intellectual leadership.
The university's Z-score of -0.731 for the Rate of Hyperprolific Authors is exceptionally low, particularly when compared to the moderate-risk national average of 0.454. This demonstrates strong institutional resilience, indicating that the university's governance acts as an effective filter against national tendencies toward extreme publication volumes. While high productivity can be legitimate, the university's very low score suggests a healthy balance between quantity and quality, successfully avoiding risks such as coercive authorship or the assignment of credit without real participation. This reinforces a culture that prioritizes the integrity of the scientific record over purely metric-driven outputs.
With a Z-score of -0.104, the institution's rate of publication in its own journals is minimal, though it represents a faint signal in an otherwise inert national environment (Z-score of -0.263). This finding can be described as residual noise. While in-house journals can be valuable for local dissemination, the university's extremely low reliance on them is a positive sign of its commitment to external validation. The minor signal simply indicates that the institution is the first to register on this metric within a context of maximum security, but the level is so low that it does not suggest any risk of academic endogamy or bypassing independent peer review.
The institution's Z-score for Redundant Output is 0.498, which, while in the medium-risk category, is slightly below the national average of 0.514. This suggests a differentiated management approach, where the university is successfully moderating a risk that appears to be common throughout the country. A moderate value alerts to the potential practice of dividing a coherent study into minimal publishable units to artificially inflate productivity, a behavior known as 'salami slicing.' The university's ability to keep this rate below the national trend indicates a more controlled environment, though it remains an area where continued vigilance is necessary to ensure that scientific contributions prioritize significant new knowledge over volume.
