| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.938 | 0.084 |
|
Retracted Output
|
-0.202 | -0.212 |
|
Institutional Self-Citation
|
0.372 | -0.061 |
|
Discontinued Journals Output
|
-0.362 | -0.455 |
|
Hyperauthored Output
|
-0.846 | 0.994 |
|
Leadership Impact Gap
|
0.671 | 0.275 |
|
Hyperprolific Authors
|
-0.698 | 0.454 |
|
Institutional Journal Output
|
-0.268 | -0.263 |
|
Redundant Output
|
2.870 | 0.514 |
Hochschule Fulda demonstrates a robust overall performance in scientific integrity, reflected in its low global risk score of 0.017. The institution exhibits notable strengths, particularly in its rigorous selection of publication venues and control over authorship practices, showing minimal risk in output in discontinued journals, hyper-authored output, and hyperprolific authors. These strengths provide a solid foundation for its recognized academic standing, evidenced by its SCImago Institutions Rankings in key thematic areas such as Psychology and Social Sciences. However, this positive profile is contrasted by a critical vulnerability in the Rate of Redundant Output, which is significantly elevated. While the institution's specific mission is not localized, this practice of potential data fragmentation directly challenges the universal academic principles of excellence and social responsibility by prioritizing publication volume over substantive scientific contribution. Addressing this specific area of concern is crucial for the institution to fully align its operational practices with its demonstrated thematic strengths and to safeguard its long-term scientific reputation.
With an institutional Z-score of 0.938, significantly higher than the national average of 0.084, the institution shows a greater propensity for multiple affiliations. This suggests a higher exposure to the associated risks compared to the national environment. While multiple 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.” This elevated indicator warrants a review to ensure that all affiliations are transparent, justified, and reflect genuine scientific contribution rather than a strategy for metric optimization.
The institution's Z-score for retracted output (-0.202) is in close alignment with the national average (-0.212), indicating a risk level that is normal and expected for its context. This demonstrates that the institution's pre-publication quality control mechanisms and post-publication corrective actions are functioning at a standard consistent with its peers across Germany. The data does not suggest any systemic failure in the integrity culture or methodological rigor that would lead to an unusual rate of retractions.
The institution displays a moderate deviation from the national trend, with a Z-score of 0.372 compared to the country's average of -0.061. This indicates a greater sensitivity to the risk of institutional self-citation than its peers. A certain level of self-citation is natural, reflecting the continuity of research lines. However, this higher rate can signal a concerning level of scientific isolation or an 'echo chamber' where the institution validates its own work without sufficient external scrutiny. It warns of a potential for endogamous impact inflation, suggesting that the institution's academic influence may be disproportionately shaped by internal dynamics rather than broader recognition from the global community.
With a Z-score of -0.362, the institution's rate of publication in discontinued journals is exceptionally low, though slightly higher than the national average of -0.455. This represents a minimal level of risk, best described as residual noise within an otherwise secure environment. While any presence in such journals can be a concern, this very low value indicates that the institution overwhelmingly succeeds in its due diligence when selecting dissemination channels. The data confirms a strong institutional capacity to avoid predatory or low-quality publishing practices, thereby protecting its reputation and resources.
The institution demonstrates notable resilience against national trends, with a Z-score of -0.846, which is significantly lower than the country's medium-risk average of 0.994. This suggests that internal control mechanisms are effectively mitigating the systemic risks of authorship inflation observed elsewhere in the country. The institution's low score indicates that it successfully avoids the dilution of individual accountability and transparency, preventing the spread of 'honorary' or political authorship practices that can occur when this indicator is high outside of 'Big Science' contexts.
The institution's Z-score of 0.671 is considerably higher than the national average of 0.275, indicating a greater exposure to risks associated with dependency on external collaborations for impact. A wide positive gap, where global impact is high but the impact of institution-led research is low, signals a potential sustainability risk. This value suggests that a significant portion of the institution's scientific prestige may be dependent and exogenous, rather than stemming from its own structural capacity. It invites a strategic reflection on whether its excellence metrics result from genuine internal capabilities or from a positioning in collaborations where it does not exercise primary intellectual leadership.
Exhibiting strong institutional resilience, the center's Z-score of -0.698 is well below the national average of 0.454. This indicates that the institution effectively curbs the risk of hyperprolific authorship, a vulnerability more present at the national level. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution. The institution's low score suggests a healthy balance between quantity and quality, successfully avoiding risks such as coercive authorship or the assignment of authorship without real participation, thereby prioritizing the integrity of the scientific record over inflated metrics.
The institution's Z-score of -0.268 is virtually identical to the national average of -0.263, demonstrating a complete alignment with an environment of maximum scientific security in this area. This synchrony indicates that the institution, like its national peers, does not excessively depend on its own journals for dissemination. This practice avoids potential conflicts of interest and the risk of academic endogamy, ensuring that its scientific production undergoes independent external peer review and competes for visibility on a global stage, rather than using internal channels as 'fast tracks' for publication.
This indicator represents a critical area of concern, as the institution's Z-score of 2.870 is significantly higher than the national average of 0.514. This suggests that the institution is not only exposed to the risk of redundant publication but actively amplifies this vulnerability, which is already present in the national system. Massive and recurring bibliographic overlap between publications often indicates data fragmentation or 'salami slicing.' This alarmingly high value alerts to a potential systemic practice of dividing coherent studies into minimal publishable units to artificially inflate productivity, a behavior that distorts scientific evidence and prioritizes volume over the generation of significant new knowledge. This finding requires urgent attention and a review of publication and research assessment policies.