| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.051 | -0.526 |
|
Retracted Output
|
-0.381 | -0.173 |
|
Institutional Self-Citation
|
-0.826 | -0.119 |
|
Discontinued Journals Output
|
0.373 | 0.179 |
|
Hyperauthored Output
|
-1.259 | 0.074 |
|
Leadership Impact Gap
|
-0.275 | -0.064 |
|
Hyperprolific Authors
|
-1.413 | -0.430 |
|
Institutional Journal Output
|
-0.268 | 0.119 |
|
Redundant Output
|
-0.187 | -0.245 |
The Turkish-German University presents a robust overall integrity profile with a composite Z-score of -0.230, indicating a risk level commendably below the global average. The institution demonstrates exceptional governance in several key areas, maintaining very low-risk indicators for Retracted Output, Institutional Self-Citation, Hyper-Authored Output, Hyperprolific Authors, and Output in Institutional Journals. These results point to a strong internal culture of scientific quality and ethical conduct. However, strategic attention is required for the Rate of Multiple Affiliations and the Rate of Output in Discontinued Journals, both of which register as medium-risk and represent deviations from the national context. According to SCImago Institutions Rankings data, the university has established a notable academic position in Social Sciences. This specialized strength must be protected by upholding the highest standards of integrity, as outlined in the university's mission to "make significant contributions to scientific, economic and cultural cooperation" by combining the best of Turkish and German higher education traditions. The identified risks, particularly publishing in low-quality or discontinued venues, directly challenge this mission of excellence, as they can tarnish the credibility of the institution's "important achievements." To fully align its practices with its ambitious vision, it is recommended that the university implement targeted policies to enhance researcher literacy in selecting high-impact publication channels and to ensure all affiliation practices transparently reflect substantive, genuine collaboration.
With an institutional Z-score of 1.051 compared to the national average of -0.526, the university displays a moderate deviation from the country's norm. This suggests the institution is more sensitive than its national peers to factors that encourage multiple affiliations. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this disproportionately high rate signals a need for internal review. It is crucial to verify that these affiliations stem from genuine, productive collaborations that enrich the university's research ecosystem, rather than strategic attempts to inflate institutional credit through "affiliation shopping."
The university's Z-score of -0.381 is in line with the low-risk national environment (Z-score: -0.173), demonstrating a commendable consistency in its quality control processes. This absence of risk signals indicates that the institution's pre-publication review and supervision mechanisms are functioning effectively. Such a low rate suggests a strong integrity culture where unintentional errors are likely identified and corrected responsibly, preventing them from escalating to formal retractions and reinforcing the reliability of the university's scientific output.
The institution exhibits an exceptionally low Z-score of -0.826, significantly below the national average of -0.119. This result is a strong indicator of healthy external scientific engagement and integration within the global research community. The university effectively avoids the risks of operating in a scientific 'echo chamber,' ensuring its work is validated through broad external scrutiny. This confirms that the institution's academic influence is driven by global community recognition rather than being inflated by endogamous or internal citation dynamics.
The university's Z-score of 0.373 indicates a higher exposure to this risk compared to the national average of 0.179. This pattern constitutes a critical alert regarding the due diligence applied in selecting dissemination channels. A high proportion of publications in journals that cease operation often due to ethical or quality failings suggests that a significant portion of scientific production is being channeled through substandard media. This practice exposes the institution to severe reputational damage and points to an urgent need for enhanced information literacy to prevent the waste of research resources on 'predatory' or low-quality outlets.
With a Z-score of -1.259, the university effectively isolates itself from the risk of authorship inflation, a vulnerability more present in the national context (Z-score: 0.074). This preventive isolation demonstrates a strong institutional norm for appropriate author attribution. The very low rate indicates that author lists are proportional to the research being conducted, thereby upholding individual accountability and transparency and steering clear of practices like 'honorary' or political authorship that can dilute the meaning of scholarly contribution.
The institution's Z-score of -0.275 reflects a more prudent and sustainable impact profile than the national standard (Z-score: -0.064). The narrow gap between its overall citation impact and the impact of research led by its own authors is a positive sign of robust internal capacity. This indicates that the university's scientific prestige is not overly dependent on external partners but is structurally generated from within. This model mitigates sustainability risks and confirms that its excellence metrics are the result of genuine intellectual leadership in its collaborations.
The university's Z-score of -1.413 is significantly lower than the national average of -0.430, signaling a healthy balance between productivity and quality. This low-profile consistency and absence of extreme individual publication volumes suggest an institutional culture that prioritizes meaningful intellectual contribution over raw metrics. By avoiding this risk, the university fosters an environment that discourages practices such as coercive authorship or the assignment of credit without real participation, thereby protecting the integrity of its scientific record.
The institution's Z-score of -0.268 stands in stark contrast to the national average of 0.119, where publishing in institutional journals is a more common practice. This preventive isolation demonstrates a clear commitment to external, independent validation of its research. By avoiding reliance on in-house journals, the university mitigates potential conflicts of interest and ensures its scientific production undergoes rigorous external peer review. This approach enhances global visibility and credibility, preventing the use of internal channels as 'fast tracks' that might bypass standard competitive validation.
With a Z-score of -0.187, the university's rate of redundant output is slightly higher than the national average of -0.245, signaling an incipient vulnerability. While the overall risk level remains low, this subtle deviation warrants monitoring. It may indicate a budding tendency toward 'salami slicing,' where coherent studies are fragmented into minimal publishable units to inflate publication counts. Addressing this early is crucial to ensure the institution continues to prioritize the generation of significant new knowledge over the artificial inflation of productivity metrics.
