| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.449 | 0.084 |
|
Retracted Output
|
-0.324 | -0.212 |
|
Institutional Self-Citation
|
-0.298 | -0.061 |
|
Discontinued Journals Output
|
-0.476 | -0.455 |
|
Hyperauthored Output
|
-0.920 | 0.994 |
|
Leadership Impact Gap
|
0.442 | 0.275 |
|
Hyperprolific Authors
|
-1.413 | 0.454 |
|
Institutional Journal Output
|
-0.268 | -0.263 |
|
Redundant Output
|
2.179 | 0.514 |
Hochschule Osnabruck presents a robust scientific integrity profile, with an overall score of -0.246 indicating performance slightly above the global average. The institution demonstrates significant strengths in areas of fundamental research ethics, showing very low to non-existent risk signals for output in discontinued journals, hyperprolific authorship, and publication in institutional journals. This solid foundation is complemented by a prudent management of retractions and self-citation. However, areas requiring strategic attention have been identified, particularly a high exposure to risks associated with multiple affiliations, redundant publications (salami slicing), and a notable gap between its overall research impact and the impact of work where it holds intellectual leadership. These vulnerabilities stand in contrast to the institution's recognized thematic strengths, including its national standing in Agricultural and Biological Sciences and Business, Management and Accounting, as per SCImago Institutions Rankings data. While a specific mission statement was not available for this analysis, these identified risks could challenge any institutional commitment to genuine excellence and social responsibility, as they point to practices that may prioritize metric inflation over substantive scientific contribution. A targeted review of authorship and publication strategies is recommended to align these operational areas with the institution's otherwise strong integrity framework, ensuring its reputation for quality research is fully protected.
The institution's Z-score of 0.449 is significantly higher than the national average of 0.084. This indicates a high exposure to the risks associated with this practice compared to its national peers. 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.” The institution appears more prone to these dynamics than its environment, suggesting a need to review affiliation policies to ensure they reflect genuine collaborative contributions rather than metric optimization.
With a Z-score of -0.324, the institution demonstrates a more favorable profile than the national average of -0.212. This suggests that the institution manages its quality control processes with greater rigor than the national standard. Retractions are complex events, and a low rate, especially one below the country's benchmark, points towards effective pre-publication review and a responsible supervision culture that successfully minimizes the need for post-publication corrections due to error or malpractice.
The institution's Z-score of -0.298 is notably lower than the national average of -0.061, indicating a prudent and healthy citation profile. This suggests the institution manages its citation practices with more rigor than the national standard, avoiding potential 'echo chambers.' A certain level of self-citation is natural and reflects the continuity of established research lines, but by maintaining a rate below its peers, the institution demonstrates that its academic influence is validated by the broader scientific community, mitigating any risk of endogamous impact inflation.
The institution's Z-score of -0.476 is in almost perfect alignment with the national average of -0.455. This demonstrates a complete synchrony with a national environment of maximum scientific security regarding publication venues. This alignment indicates that the institution's researchers exercise excellent due diligence in selecting dissemination channels, effectively avoiding predatory or low-quality journals and protecting the institution from the associated reputational risks.
The institution shows a very low Z-score of -0.920, in stark contrast to the medium-risk national average of 0.994. This demonstrates remarkable institutional resilience, as its control mechanisms appear to successfully mitigate systemic risks present in the country. The institution's low score suggests it effectively prevents author list inflation and 'honorary' or political authorship practices, thereby upholding individual accountability and transparency in its research contributions.
The institution's Z-score of 0.442 is higher than the national average of 0.275, signaling a greater exposure to this particular vulnerability. This suggests the institution is more prone than its national peers to a dependency on external partners for impact. A very wide positive gap—where global impact is high but the impact of research led by the institution itself is low—signals a sustainability risk. This finding invites reflection on whether the institution's prestige results from its own structural capacity or from strategic positioning in collaborations where it does not exercise primary intellectual leadership.
With a Z-score of -1.413, the institution shows a near-total absence of this risk, while the national context presents a medium-risk Z-score of 0.454. This represents a clear case of preventive isolation, where the institution does not replicate the risk dynamics observed in its environment. By avoiding extreme individual publication volumes, the institution effectively sidesteps the associated risks of coercive authorship or prioritizing quantity over quality, reinforcing a culture that values meaningful intellectual contribution over inflated metrics.
The institution's Z-score of -0.268 is virtually identical to the national average of -0.263, showing complete alignment with an environment of maximum scientific security. This integrity synchrony indicates that the institution, like its national peers, does not rely excessively on in-house journals for dissemination. This practice avoids potential conflicts of interest and academic endogamy, ensuring that its scientific production undergoes independent external peer review and competes for visibility on a global stage.
The institution presents a Z-score of 2.179, which is substantially higher than the national average of 0.514. This reveals a high exposure to this risk, suggesting the institution is significantly more prone to this practice than its environment. A high value alerts to the practice of dividing a coherent study into minimal publishable units to artificially inflate productivity. This practice of 'salami slicing' can distort available scientific evidence and overburdens the review system, indicating an urgent need to reinforce policies that prioritize the publication of significant new knowledge over sheer volume.
