| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.875 | 0.084 |
|
Retracted Output
|
-0.456 | -0.212 |
|
Institutional Self-Citation
|
0.882 | -0.061 |
|
Discontinued Journals Output
|
-0.545 | -0.455 |
|
Hyperauthored Output
|
-0.704 | 0.994 |
|
Leadership Impact Gap
|
-0.698 | 0.275 |
|
Hyperprolific Authors
|
1.113 | 0.454 |
|
Institutional Journal Output
|
-0.268 | -0.263 |
|
Redundant Output
|
0.833 | 0.514 |
The Deutsche Sporthochschule Köln presents a balanced scientific integrity profile, with an overall risk score of -0.058 that indicates performance slightly better than the global average. The institution demonstrates significant strengths in areas of fundamental research quality, showing very low risk in retracted output, publication in discontinued journals, and use of institutional journals. This foundation of strong quality control is complemented by effective mitigation of national trends towards hyper-authorship and impact dependency. However, areas requiring strategic attention emerge in publication and affiliation practices, with medium-risk signals in the rates of multiple affiliations, institutional self-citation, hyperprolific authors, and redundant output, where the institution's exposure is notably higher than the national average. According to SCImago Institutions Rankings data, the university holds strong national positions in specialized fields such as Chemistry (#32), Arts and Humanities (#32), and Pharmacology, Toxicology and Pharmaceutics (#53), underscoring its research capabilities. To fully align with its mission of holding a "special position" in sport and exercise science, it is crucial to address the identified risks. Practices that prioritize volume over substance, such as potential output fragmentation or hyperprolificity, could undermine the credibility and excellence this mission implies. A focused review of authorship and publication strategies is recommended to ensure that the institution's unique academic contribution is built upon a foundation of unimpeachable scientific integrity.
The institution's Z-score of 0.875 is significantly higher than the national average of 0.084, placing both in the medium-risk category but highlighting the institution's greater exposure to this dynamic. This suggests that while multiple affiliations are a common practice nationally, they are particularly prevalent at the institution. It is important to verify that this high rate reflects legitimate researcher mobility and strategic partnerships, rather than signaling attempts to artificially inflate institutional credit through "affiliation shopping," a practice that could dilute the institution's unique brand and contribution.
With a Z-score of -0.456, the institution demonstrates a very low incidence of retracted publications, performing better than the already low-risk national average of -0.212. This result indicates a low-profile consistency, where the absence of significant risk signals aligns with and even surpasses the national standard. This suggests that the institution's quality control mechanisms prior to publication are robust and effective. The data points not to systemic failures but to a culture of methodological rigor and responsible supervision, where corrections to the scientific record, if any, are likely the result of honest error management rather than recurring malpractice.
The institution exhibits a moderate deviation from the national norm, with a medium-risk Z-score of 0.882 compared to the country's low-risk score of -0.061. This indicates a greater sensitivity to risk factors associated with self-citation than its national peers. While a certain level of self-citation is natural in specialized fields, this heightened value warrants a closer look. It raises the possibility of scientific isolation or an "echo chamber" where the institution's work is validated internally without sufficient external scrutiny, potentially leading to an endogamous inflation of impact that may not reflect recognition from the global scientific community.
The institution shows total operational silence in this area, with a Z-score of -0.545 that is even lower than the very low national average of -0.455. This exceptional result signifies an absence of risk signals that surpasses the already high national standard. It indicates that the institution exercises excellent due diligence in selecting dissemination channels, effectively avoiding predatory or low-quality journals. This practice protects the university's reputation and ensures that its research resources are invested in credible and impactful scientific communication.
The institution demonstrates notable resilience, with a low-risk Z-score of -0.704 in a national context where this indicator is a medium-level concern (Z-score: 0.994). This suggests that internal control mechanisms or a strong research culture are effectively mitigating the systemic risks of authorship inflation observed elsewhere in the country. By maintaining disciplined authorship practices, the institution upholds individual accountability and transparency, successfully distinguishing its collaborative work from potential 'honorary' or political authorship practices.
With a low-risk Z-score of -0.698, the institution shows strong institutional resilience compared to the medium-risk national average of 0.275. This indicates that the institution is effectively filtering out the national trend of impact dependency. The result suggests that the institution's scientific prestige is not reliant on external partners but is driven by its own structural capacity and intellectual leadership. This reflects a sustainable model of excellence where impact metrics are a direct result of genuine internal research capabilities.
The institution's Z-score of 1.113 is significantly higher than the national average of 0.454, indicating high exposure to this risk despite both being in the medium-risk category. This suggests that the institution is more prone to hosting authors with extreme publication volumes than its environment average. Such a high concentration of hyperprolific authors challenges the perceived limits of meaningful intellectual contribution and alerts to potential imbalances between quantity and quality. It points to the need to investigate whether these patterns are associated with risks like coercive authorship or the assignment of credit without real participation, dynamics that prioritize metrics over the integrity of the scientific record.
The institution's Z-score of -0.268 is nearly identical to the national average of -0.263, demonstrating integrity synchrony and total alignment with an environment of maximum scientific security. This very low score indicates that the institution does not rely on its own journals for publication, thereby avoiding potential conflicts of interest and academic endogamy. By channeling its research through external venues, the institution ensures its work undergoes independent peer review, which enhances its global visibility and competitive validation.
With a Z-score of 0.833, the institution shows high exposure to this risk, surpassing the national medium-risk average of 0.514. This suggests that the practice of fragmenting research into "minimal publishable units" may be more common at the institution than elsewhere in the country. A high value in this indicator alerts to the risk of "salami slicing," where a coherent study is divided to artificially inflate productivity metrics. This practice can distort the available scientific evidence and overburdens the peer-review system, signaling a need to reinforce a culture that prioritizes significant new knowledge over publication volume.
